James Geller
Professor, Data Science
2103 Guttenberg Information Technologies Center (GITC)
About Me
Move fast and break things - Mark Zuckerberg
Dr. James Geller is Professor and Chair of the Department of Data Science in the Ying Wu College of Computing at New Jersey Institute of Technology (NJIT). He received his MS and PhD degrees from the State University of New York at Buffalo in 1988 in Computer Science, with a focus on AI/Knowledge Representation. Dr. Geller cofounded SABOC (the Structural Analysis of Biomedical Ontologies Center) at the Department of Computer Science at NJIT. He has published over 200 journal papers, conference papers and book chapters in Medical Informatics, Semantic Web Technology, Object-Oriented Database Modeling, Knowledge Representation, etc. Previously, Dr. Geller was Co-Principal Investigator on several grants from NIH on auditing methods, abstraction/summarization algorithms and software tools for important medical terminology systems such as the Unified Medical Language System (UMLS) and SNOMED CT. He was co-PI on an NSF grant for teaching Cyber Security (iSECURE). From 2014 to 2019 he was co-PI on an NIH grant on family-based quality assurance for Biomedical Ontologies. Currently he is co-PI on an NSF grant on "Increasing Urban Youth Participation in Computing through Mentorship and Coding Resources." He is also an investigator on the New Jersey (NJ) ACTS program of Rutgers, Princeton, and NJIT. Dr. Geller is a founding participant of the BRAID Consortium of Harvey Mudd College and is actively involved in bringing women and minorities into the computing field. In 2012 Dr. Geller was inducted as a Fellow of the American College of Medical Informatics (ACMI). Dr. Geller received the NJIT Master Teacher Designation (2005) and three other NJIT teaching awards in 2002, 2003 and 2011. Dr. Geller also received an NJIT College Research Award (2010).
Dr. James Geller is Professor and Chair of the Department of Data Science in the Ying Wu College of Computing at New Jersey Institute of Technology (NJIT). He received his MS and PhD degrees from the State University of New York at Buffalo in 1988 in Computer Science, with a focus on AI/Knowledge Representation. Dr. Geller cofounded SABOC (the Structural Analysis of Biomedical Ontologies Center) at the Department of Computer Science at NJIT. He has published over 200 journal papers, conference papers and book chapters in Medical Informatics, Semantic Web Technology, Object-Oriented Database Modeling, Knowledge Representation, etc. Previously, Dr. Geller was Co-Principal Investigator on several grants from NIH on auditing methods, abstraction/summarization algorithms and software tools for important medical terminology systems such as the Unified Medical Language System (UMLS) and SNOMED CT. He was co-PI on an NSF grant for teaching Cyber Security (iSECURE). From 2014 to 2019 he was co-PI on an NIH grant on family-based quality assurance for Biomedical Ontologies. Currently he is co-PI on an NSF grant on "Increasing Urban Youth Participation in Computing through Mentorship and Coding Resources." He is also an investigator on the New Jersey (NJ) ACTS program of Rutgers, Princeton, and NJIT. Dr. Geller is a founding participant of the BRAID Consortium of Harvey Mudd College and is actively involved in bringing women and minorities into the computing field. In 2012 Dr. Geller was inducted as a Fellow of the American College of Medical Informatics (ACMI). Dr. Geller received the NJIT Master Teacher Designation (2005) and three other NJIT teaching awards in 2002, 2003 and 2011. Dr. Geller also received an NJIT College Research Award (2010).
Education
Ph.D.
; SUNY at Buffalo
; Computer Science
; 1988
M.S. ; SUNY at Buffalo ; Computer Science ; 1984
Diplom Ingenieur (roughly a German Master's degree) ; Technische Universitaet Wien ; Electrical Engineering ; 1979
M.S. ; SUNY at Buffalo ; Computer Science ; 1984
Diplom Ingenieur (roughly a German Master's degree) ; Technische Universitaet Wien ; Electrical Engineering ; 1979
Website
2025 Fall Courses
DS 700B - MASTER'S PROJECT
CS 488 - INDEPENDENT STUDY IN CS
DS 792B - PRE-DOCTORAL RESEARCH
CS 489 - COMPUTER SCIENCE RESEARCH PROJ
CS 632 - ADV DATABASE SYSTEM DESIGN
CS 700B - MASTER'S PROJECT
CS 701B - MASTER'S THESIS
DS 701B - MASTER'S THESIS
DS 701C - MASTER'S THESIS
DS 725 - INDEPENDENT STUDY I
DS 726 - INDEPENDENT STUDY II
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
CS 790A - DOCT DISSERTATION & RES
CS 792 - PRE-DOCTORAL RESEARCH
DS 790A - DOCT DISSERTATION & RES
CS 488 - INDEPENDENT STUDY IN CS
DS 792B - PRE-DOCTORAL RESEARCH
CS 489 - COMPUTER SCIENCE RESEARCH PROJ
CS 632 - ADV DATABASE SYSTEM DESIGN
CS 700B - MASTER'S PROJECT
CS 701B - MASTER'S THESIS
DS 701B - MASTER'S THESIS
DS 701C - MASTER'S THESIS
DS 725 - INDEPENDENT STUDY I
DS 726 - INDEPENDENT STUDY II
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
CS 790A - DOCT DISSERTATION & RES
CS 792 - PRE-DOCTORAL RESEARCH
DS 790A - DOCT DISSERTATION & RES
Teaching Interests
Databases
Past Courses
CS 632: ADV DATABASE SYS DESIGN
CS 632: ADVANCED DATABASE SYSTEM DESIGN
CS 639: ELEC MEDICAL RECORDS:COMP IMP
CS 698: ST:
CS 698: ST:MEDICAL DICTIONARY COMP SYS
DS 632: COMPUTING WITH ADVANCED DATA REPRESENTATIONS
CS 632: ADVANCED DATABASE SYSTEM DESIGN
CS 639: ELEC MEDICAL RECORDS:COMP IMP
CS 698: ST:
CS 698: ST:MEDICAL DICTIONARY COMP SYS
DS 632: COMPUTING WITH ADVANCED DATA REPRESENTATIONS
Research Interests
Medical Informatics, Semantic Web, Ontologies, Medical Terminologies
In Progress
Medical Ontology in Virtual Reality
The project focuses on Visualizing complex medical ontologies with thousands of nodes in VR. We are in the second phase of the project. We are actively writing the results of our first user study and developing an experiment for the second user study.
The project focuses on Visualizing complex medical ontologies with thousands of nodes in VR. We are in the second phase of the project. We are actively writing the results of our first user study and developing an experiment for the second user study.
Journal Article
Navya M. Kollapally, James Geller, Vipina K. Keloth, Zhe He, Julia Xu.
2025. "Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement. ."
Journal of Biomedical Informatics , vol. 168 .
Chih-yuan Li, Soon A Chun, James Geller. 2025. "Perspective-Based Microblog Summarization." Information , vol. 16 , no. 4 .
Navya M. Kollapally, James Geller, Patricia Morreale, Daehan Kwak. 2024. "An Ontology for Social Determinants of Education (SDoEd) Based on Human-AI Collaborative Approach." Journal of Computing Science in Colleges , vol. 40 , no. 3 .
James Geller. 2024. "Teaching computing and experiencing grief in the year 1 AC (after ChatGPT) [Opinion Article]." , vol. 9 .
V K Keloth, S Zhou, L Lindemann, L Zheng, G Elhanan, A J Einstein, James Geller, Yehoshua Perl. 2023. "Mining of EHR for interface terminology concepts for annotating EHRs of COVID patients.." BMC medical informatics and decision making , vol. 23 , no. Suppl 1 , pp. 1-18.
Chih-yuan Li, Soon A Chun, James Geller. 2025. "Perspective-Based Microblog Summarization." Information , vol. 16 , no. 4 .
Navya M. Kollapally, James Geller, Patricia Morreale, Daehan Kwak. 2024. "An Ontology for Social Determinants of Education (SDoEd) Based on Human-AI Collaborative Approach." Journal of Computing Science in Colleges , vol. 40 , no. 3 .
James Geller. 2024. "Teaching computing and experiencing grief in the year 1 AC (after ChatGPT) [Opinion Article]." , vol. 9 .
V K Keloth, S Zhou, L Lindemann, L Zheng, G Elhanan, A J Einstein, James Geller, Yehoshua Perl. 2023. "Mining of EHR for interface terminology concepts for annotating EHRs of COVID patients.." BMC medical informatics and decision making , vol. 23 , no. Suppl 1 , pp. 1-18.
SHOW MORE
Chih Yuan Li, Michael Renda, Fatima Yusuf, James Geller, Soon Ae Chun.
2022. "Public Health Policy Monitoring through Public Perceptions: A Case of COVID-19 Tweet Analysis."
Information (Switzerland) , vol. 13 , no. 11 .
James Geller. 2021. "Fostering a sense of belonging in female computer science students." Journal of Computing Sciences in Colleges , vol. 37 , no. 3 , pp. 36-44.
Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina K Keloth. 2021. "Visual Comprehension and Orientation into the COVID-19 CIDO Ontology. Journal of Biomedical Informatics." Journal of Biomedical Informatics , vol. 120 , no. C .
Vipina K Keloth, James Geller, Yan Chen, Julia Xu. 2020. "Extending import detection algorithms for concept import from two to three biomedical terminologies." BMC Medical Informatics Decis. Mak , vol. 20S , no. 10 .
Ling Zheng, Yan Chen, Hua Min, P Lloyd Hildebrand, Hao Liu, Michael H. Halper, James Geller, Sherri deCoronado, Yehoshua Perl. 2020. "Missing lateral relationships in top-level concepts of an ontology." BMC Medical Informatics and Decision Making , vol. 20 , no. 305 .
Ling Zheng, Hua Min, Yan Chen, Vipina K Keloth, James Geller, Yehoshua Perl, George Hripcsak. 2020. "Outlier concepts auditing methodology for a large family of biomedical ontologies." BMC Medical Informatics and Decision Making , vol. 20 , no. 296 .
Hao Liu, Yehoshua Perl, James Geller. 2020. "Concept placement using BERT trained by transforming and summarizing biomedical ontology structure." Journal of Biomedical Informatics , vol. 112 .
Han Hu, Hai Nhat Phan, Soon A Chun, James Geller, Huy Vo, Xinyue Ye, Ruoming Jin, Kele Ding, Deric Kenne, Dejing Dou. 2019. "An insight analysis and detection of drug-abuse risk behavior on Twitter with self-taught deep learning." Computational Social Networks , vol. 6 , no. 1 , pp. 10.
Vipina K Keloth, Zhe He, Gai Elhanan, James Geller. 2019. "Alternative classification of identical concepts in different terminologies: Different ways to view the world." Journal of Biomedical Informatics , vol. 94 .
James Geller, Yehoshua Perl, Licong Cui, Guo-Qiang Zhang. 2018. "Quality assurance of biomedical terminologies and ontologies." Journal of Biomedical Informatics , vol. 86 , pp. 106-108.
Ling Zheng, Yan Chen, Gai Elhanan, Yehoshua Perl, James Geller, Christopher Ochs. 2018. "Complex overlapping concepts: An effective auditing methodology for families of similarly structured BioPortal ontologies." Journal of Biomedical Informatics , vol. 83 , pp. 135-149.
Ling Zheng, Hua Min, Yan Chen, Julia Xu, James Geller, Yehoshua Perl. 2017. "Auditing National Cancer Institute thesaurus neoplasm concepts in groups of high error concentration." Applied Ontology , vol. 12 , pp. 113-130.
Ling Zheng, Hasan Yumak, Ling Chen, Christopher Ochs, James Geller, Joan Kapusnik-Uner, Yehoshua Perl. 2017. "Quality assurance of chemical ingredient classification for the National Drug File–Reference Terminology." Journal of Biomedical Informatics , vol. 73 , pp. 30-42.
Christopher Ochs, Yehoshua Perl, James Geller, Sivaram Arabandi, Tania Tudorache, Mark Musen. 2017. "An empirical analysis of ontology reuse in BioPortal." Journal of Biomedical Informatics , vol. 71 , pp. 165-177.
Xiang Ji, Soon Chun, Paolo Cappellari, James Geller. 2017. "Linking and using social media data for enhancing public health analytics." J. Information Science .
Yehoshua Perl, James Geller, Michael H. Halper, Christopher Ochs, Ling Zheng, Joan Kapusnik-Uner. 2017. "Introducing the Big Knowledge to Use (BK2U) challenge." Annals of the New York Academy of Sciences , vol. 1387 , pp. 12-24.
Christopher Ochs, James Geller, Yehoshua Perl, Mark Musen. 2016. "A Unified Software Framework for Deriving, Visualizing, and Exploring Abstraction Networks for Ontologies." Journal of Biomedical Informatics , vol. 62 , pp. 90-105.
Xiang Ji, Soon Chun, James Geller. 2016. "Predicting Comorbid Conditions and Trajectories Using Social Health Records." IEEE Transactions on Nanobioscience , vol. 15 , no. 4 , pp. 371-379.
Christopher Ochs, Yehoshua Perl, Michael H. Halper, James Geller, Janet Lomax. 2016. "Quality assurance of the Gene Ontology using Abstraction Networks." Journal of Bioinformatics and Computational Biology , vol. 14 , no. 3 .
Christopher Ochs, Zhe He, Ling Zheng, James Geller, Yehoshua Perl, George Hripcsak, Mark Musen. 2016. "Utilizing a structural meta-ontology for family-based quality assurance of the BioPortal ontologies." Journal of Biomedical Informatics , vol. 61 , pp. 63-76.
Soon A Chun, James Geller, Ankur Taunk, Karthik Sankaran, Tushar Swaminathan. 2016. "SLOB: Security Learning By Ontology Browsing - Comprehensive Cyber Security Learning Resources In A Web Portal." Journal of Computing Sciences in Colleges , vol. 31 , no. 5 , pp. 95-101.
Xiang Ji, Soon Chun, Paolo Cappellari, James Geller. 2016. "Linking and using social media data for enhancing public health analytics." Journal of Information Science , vol. Online First , no. DOI: 10.1177/0165551515625029 .
Xiang Ji, Soon Ae Chun, Zhi Wei, James Geller. 2015. "Twitter sentiment classification for measuring public health concerns." Social Network Analysis and Mining , vol. 5 , no. 1 , pp. 1–25.
Christopher Ochs, Yehoshua Perl, James Geller, Melissa Haendel, Matthew Brush, Sivaram Arabandi, Samson Tu. 2015. "Summarizing and visualizing structural changes during the evolution of biomedical ontologies using a Diff Abstraction Network." J Biomedical Informatics , vol. 56 , pp. 127-144.
Zhe He, James Geller, Yan Chen. 2015. "A comparative analysis of the density of the SNOMED CT conceptual content for semantic harmonization." Artificial Intelligence in Medicine , vol. 64 , no. 1 , pp. 29-40.
Christopher Ochs, James Geller, Yehoshua Perl, Yan Chen, Ankur Agrawal, James T Case, George Hripcsak. 2015. "A tribal abstraction network for SNOMED CT target hierarchies without attribute relationships.." J American Medical Informatics Association , vol. 22 , no. 3 , pp. 628-639.
Christopher Ochs, James Geller, Yehoshua Perl, Yan Chen, Julia Xu, Hua Min, James T Case, Zhi Wei. 2015. "Scalable quality assurance for large SNOMED CT hierarchies using subject-based subtaxonomies." J American Medical Informatics Association , vol. 22 , no. 3 , pp. 507-518.
Zhe He, Paul Morrey, Yehoshua Perl, Gai Elhanan, Ling Chen, Yan Chen, James Geller. 2014. "Sculpting the UMLS Refined Semantic Network." Online J Public Health Inform , vol. 6 , no. 2 .
Alexander Rudniy, Min Song, James Geller. 2014. "Mapping biological entities using the longest approximately common prefix method." BMC Bioinformatics , vol. 15 , no. 187 .
Xiang Ji, Soon Ae Chun, James Geller. 2013. "Social Analytics for Public Health Intelligence and Monitoring." Management .
James Geller, Zhe He, Yehoshua Perl, Paul Morrey, Julia Xu. 2013. "Rule-based support system for multiple UMLS semantic type assignments." Journal of Biomedical Informatics , vol. 46 , no. 1 , pp. 97-110.
Huanying Gu, Gai Elhanan, Yehoshua Perl, George Hripcsak, James J Cimino, Julia Xu, Yan Chen, James Geller, Paul Morrey. 2012. "A study of terminology auditors' performance for UMLS semantic type assignments." Journal of Biomedical Informatics , vol. 45 , no. 6 , pp. 1042-1048.
Yue Wang, Michael H. Halper, Duo Wei, Yehoshua Perl, James Geller. 2012. "Abstraction of complex concepts with a refined partial-area taxonomy of SNOMED." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 15-29.
Yue Wang, Michael H. Halper, Duo Wei, Yehoshua Perl, James Geller. 2012. "Abstraction of complex concepts with a refined partial-area taxonomy of SNOMED." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 15-29.
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller. 2012. "Overcoming an obstacle in expanding a UMLS semantic type extent." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 61-70.
Christopher Ochs, James Geller, Yehoshua Perl. 2011. "A Relationship-Centric Hybrid Interface for Browsing and Auditing the UMLS." Transactions of the Society for Design and Process Scienc , vol. 15 , no. 4 , pp. 3-25.
Soon Ae Chun, S. J. Park, James Geller. 2011. "Flexible Payment Recommender System." Information Technology Architectur Research , vol. 8 , no. 4 , pp. 299-316.
Gai Elhanan, Yehoshua Perl, James Geller. 2011. "A survey of SNOMED CT direct users, 2010: impressions and preferences regarding content and quality." Journal of the American Medical Informatics Association , vol. 18 , no. Suppl 1 , pp. i36-44.
Tian Tian, Soon A Chun, James Geller. 2011. "A Prediction Model for Web Search Hit Counts Using Word Frequencies." Journal of Information Science , vol. 37 , no. 5 , pp. 462 - 475.
Kuo-chuan Huang, James Geller, Michael H. Halper, Gai Elhanan, Yehoshua Perl. 2011. "Scalability of piecewise synonym identification in integration of SNOMED into the UMLS." International Journal of Computational Models and Algorithms in Medicine , vol. 2 , no. 3 , pp. 26-45.
Alex Rudniy, Min Song, James Geller. 2010. "Detecting Duplicate Biological Entities Using Shortest Path Edit Distance." International Journal of Data Mining and Bioinformatics , vol. 4 , no. 4 , pp. 395 - 410.
Alexander Rudniy, Min Song, James Geller. 2010. "Detecting duplicate biological entities using Shortest Path Edit Distance." International Journal of Data Mining in Bioinformatics , vol. 4 , no. 4 , pp. 395-410.
Yoo Jung An, Kuo-Chuan Huang, Soon Ae Chun, James Geller. 2010. " A Formal Approach to Evaluating Medical Ontology Systems using Naturalness." International Journal of Computational Models and Algorithms in Medicine, IGI Global , vol. 1 , no. 1 , pp. 1-18.
James Geller, Yehoshua Perl, Michael Halper, Ronald Cornet. 2009. "Guest Editorial: Special Issue on Auditing of Terminologies." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 407-411 (Special Issue: 407-580).
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller. 2009. "Structural group- based auditing of missing hierarchical relationships in UMLS." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 452-467.
Charles Paul Morrey, James Geller, Michael Halper, Yehoshua Perl. 2009. "The Neighborhood Auditing Tool: A hybrid interface for auditing the UMLS." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 468-489.
Kuo-Chuan Huang, James Geller, Michael Halper, Yehoshua Perl, Junchuan Xu. 2009. "Using WordNet synonym substitution to enhance UMLS source integration." Artificial Intelligence in Medicine/Elsevier , vol. 46 , no. 2 , pp. 97-109.
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller, Michael Halper. 2009. "Structural group auditing of a UMLS semantic type's extent." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 1 , pp. 41-52.
James Geller, Soon Ae Chun, Yoo Jung An. 2008. "Toward the Semantic Deep Web." IEEE Computer , vol. 41 , no. 9 , pp. 95-97.
Y. Chen, Y. Perl, James Geller, G. Hripcsak, L. Zhang. 2008. "Comparing and consolidating two heuristic metaschemas." Journal of Biomedical Informatics , vol. 41 , no. 2 , pp. 293-317.
M. Halper, L.-M. Liu, James Geller, Y. Perl. 2007. "Ownership as a conceptual modeling construct." Data and Knowledge Engineering , vol. 62 , no. 2 , pp. 248-273.
Y. Chen, Y. Perl, James Geller, J. J. Cimino. 2007. "Analysis of a Study of the Users, Uses, and Future Agenda of the UMLS." Journal of the American Medical Informatics Association , vol. 14 , no. 2 , pp. 221-231.
Yoo Jung An, Kuo-chuan Huang, James Geller. 2006. "Naturalness of ontology concepts for rating aspects of the semantic web." Communications of the IMA , vol. 6 , no. 3 , pp. 7.
H. Min, Y. Perl, Y. Chen, James Geller, Y. Wang. 2006. "Auditing as Part of the Terminology Design Life Cycle." Journal of the American Medical Informatics Association , vol. 13 , no. 6 , pp. 676-690.
Y. Lee, K. Supekar, James Geller. 2006. "Ontology integration: Experience with medical terminologies." Computers in Biology and Medicine , vol. 36 , no. 7-8 , pp. 893-919.
Y. Lee, James Geller. 2006. "Semantic enrichment for medical ontologies." Journal of Biomedical Informatics , vol. 39 , no. 2 , pp. 209-226.
James Geller, X. Zhou, K. Prathipati, S. Kanigiluppai, X. Chen. 2005. "Raising data for improved support in rule mining: How to raise and how far to raise." Intelligent Data Analysis , vol. 9 , no. 4 , pp. 397-415.
L. Zhang, M. Halper, Y. Perl, James Geller, J. J. Cimino. 2005. "Relationship structures and semantic type assignments of the UMLS enriched semantic network." Journal of the American Medical Informatics Association , vol. 12 , no. 6 , pp. 657-666.
L. Zhang, G. Hripcsak, Y. Perl, M. Halper, James Geller. 2005. "An expert study evaluating the UMLS lexical metaschema." Artificial Intelligence in Medicine , vol. 34 , no. 3 , pp. 219-233.
L. Zheng, Y. Perl, M. Halper, James Geller, G. Hripcsak. 2005. "A lexical metaschema for the UMLS semantic network." Artificial Intelligence in Medicine , vol. 33 , no. 1 , pp. 41-59.
Yugyung Lee, Soon Ae Chun, James Geller. 2004. "Web-Based Semantic Pervasive Computing Services." IEEE Intell Informatics Bull , vol. 4 , pp. 4-15.
L. Wookey, James Geller. 2004. "Semantic hierarchical abstraction of Web site structures for Web searchers." Journal of Research and Practice in Information Technology , vol. 36 , no. 1 , pp. 23-34.
James Geller, Yehoshua Perl, Jintae Lee. 2004. "Ontology challenges: A thumbnail historical perspective." Knowledge and Information Systems , vol. 6 , no. 4 , pp. 375.
L. Zhang, Y. Perl, M. Halper, James Geller, J. J. Cimino. 2004. "An Enriched Unified Medical Language System Semantic Network with a Multiple Subsumption Hierarchy." Journal of the American Medical Informatics Association , vol. 11 , no. 3 , pp. 195-206.
Huanying Gu, Yehoshua Perl, Michael H. Halper, James Geller, Erich J. Neuhold. 2004. "Contextual partitioning for comprehension of OODB schemas." Knowledge and Information Systems , vol. 6 , no. 3 , pp. 315-344.
L. Zhang, Y. Perl, M. Halper, James Geller. 2003. "Designing metaschemas for the UMLS enriched semantic network." Journal of Biomedical Informatics , vol. 36 , no. 6 , pp. 433-449.
Y. Perl, James Geller. 2003. "Research on structural issues of the UMLS - Past, present, and future (Editorial)." Journal of Biomedical Informatics , vol. 36 , no. 6 , pp. 409-413.
Yugyung Lee, James Geller. 2003. "A collaborative and sharable Web-based learning system." International Journal on E-Learning , vol. 2 , no. 2 , pp. 35-45.
James Geller. 2003. "John Sowa, Knowledge Representation: Logical, Philosophical, and Computational Foundations." Minds and Machines , vol. 13 , no. 3 , pp. 441-444.
Yehoshua Perl, James Geller. 2003. "Unified Medical Language System." Journal of Biomedical Informatics , vol. 36 , no. 6 .
M. Halper, L.-M. Liu, James Geller, Y. Perl. 2003. "Frameworks for incorporating semantic relationships into object-oriented database systems." Concurrency Computation Practice and Experience , vol. 15 , no. 15 , pp. 1337-1362.
L.-M. Liu, James Geller, Y. Perl. 2003. "Enhancing OODB semantics to support browsing in an OODB vacabulary representation." Concurrency Computation Practice and Experience , vol. 15 , no. 9 , pp. 845-869.
Y. Lee, M. Junginger, James Geller. 2003. "High Performance Publisher/Subscriber Communication for Adaptive, Collaborative Web-Based Learning." International Journal of Distance Education Technologies (IJDET) , vol. 1 , no. 3 , pp. 14-27.
James Geller, H. Gu, Y. Perl, M. Halper. 2003. "Semantic refinement and error correction in large terminological knowledge bases." Data and Knowledge Engineering , vol. 45 , no. 1 , pp. 1-32.
I. H. Witten, E. Frank, James Geller. 2002. "Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations." SIGMOD Record , vol. 31 , no. 1 , pp. 76-77.
Richard Scherf, James Geller. 2002. "Global Communities, Marketing, and Web Mining." Doing Business Across Borders .
L.-M. Liu, M. Halper, James Geller, Y. Perl. 2002. "Using OODB modeling to partition a vocabulary into structurally and semantically uniform concept groups." IEEE Transactions on Knowledge and Data Engineering , vol. 14 , no. 4 , pp. 850-866.
Yugyung Lee, James Geller. 2002. "Efficient transitive closure reasoning in a combined class/part/containment hierarchy." Knowledge and Information Systems , vol. 4 , no. 3 , pp. 305-328.
James Geller, Y. Perl, M. Halper, Z. Chen, H. Gu. 2002. "Evaluation and application of a semantic network partition." IEEE Transactions on Information Technology in Biomedicine , vol. 6 , no. 2 , pp. 109-115.
Z. Chen, Y. Perl, M. Halper, James Geller, H. Gu. 2002. "Partitioning the UMLS semantic network." IEEE Transactions on Information Technology in Biomedicine , vol. 6 , no. 2 , pp. 102-108.
Y. Perl, Z. Chen, M. Halper, James Geller, L. Zhang, Y. Peng. 2002. "The cohesive metaschema: A higher-level abstraction of the UMLS Semantic Network." Journal of Biomedical Informatics , vol. 35 , no. 3 , pp. 194-212.
H. Gu, Y. Perl, M. Halper, James Geller, E. Kuo, J. J. Cimino. 2001. "Partitioning an object-oriented terminology schema." Methods of Information in Medicine , vol. 40 , no. 3 , pp. 204-212.
H. Gu, Y. Perl, James Geller, M. Halper, L.-M. Liu, J. J. Cimino. 2000. "Representing the UMLS as an object-oriented database: Modeling issues and advantages." Journal of the American Medical Informatics Association , vol. 7 , no. 1 , pp. 66-80.
L.-M. Liu, M. Halper, James Geller, Y. Perl. 1999. "Controlled vocabularies in OODBs: Modeling issues and implementation." Distributed and Parallel Databases , vol. 7 , no. 1 , pp. 37-65.
H. Gu, M. Halper, James Geller, Y. Perl. 1999. "Benefits of an object-oriented database representation for controlled medical terminologies." Journal of the American Medical Informatics Association , vol. 6 , no. 4 , pp. 283-303.
H. Gu, Y. Perl, James Geller, M. Halper, M. Singh, . 1999. "A methodology for partitioning a vocabulary hierarchy into trees." Artificial Intelligence in Medicine , vol. 15 , no. 1 , pp. 77-98.
James Geller, R. Dios. 1998. "A low-tech, hands-on approach to teaching sorting algorithms to working students." Computers and Education , vol. 31 , no. 1 .
M. Halper, James Geller, Y. Perl. 1998. "An OODB part-whole model: Semantics, notation and implementation." Data and Knowledge Engineering , vol. 27 , no. 1 , pp. 59-95.
A. Mehta, James Geller, Y. Perl, E. Neuhold. 1998. "The OODB path-method generator (PMG) using access weights and precomputed access relevance." VLDB Journal , vol. 7 , no. 1 , pp. 25-47.
E.(Y.) Lee, James Geller. 1997. "Parallel operations on class hierarchies with double strand representation." Machine Intelligence and Pattern Recognition , vol. 20 , no. C , pp. 69-94.
H. Gu, Y. Perl, James Geller, M. Halper, J. J. Cimino, M. Singh. 1997. "Partitioning a Vocabulary's IS-A Hierarchy into Trees." Journal of the American Medical Informatics Association , vol. 4(SUPPL) , pp. 630-634.
A. Mehta, James Geller, Y. Perl, P. Frankhauser. 1996. "Computing access relevance for path-method generation in OODB and IM-OODB." Journal of Intelligent Information Systems , vol. 7 , no. 1 , pp. 75-100.
James Geller, Y. Perl, P. Cannata, A. Sheth, E. Neuhold. 1993. "Structural integration: Concepts and case study." Journal of Systems Integration , vol. 3 , no. 2 , pp. 133-161.
James Geller, Y. Perl, E. Neuhold, A. Sheth. 1992. "Structural schema integration with full and partial correspondence using the dual model." Information Systems , vol. 17 , no. 6 , pp. 443-464.
James Geller, C. Y. Du. 1991. "Parallel implementation of a class reasoner." Journal of Experimental and Theoretical Artificial Intelligence , vol. 3 , no. 2 , pp. 109-127.
James Geller. 1991. "Propositional representation for graphical knowledge." International Journal of Man-Machine Studies , vol. 34 , no. 1 , pp. 97-131.
James Geller, Y. Perl, E. J. Neuhold, . 1991. "Structure and Semantics in OODB Class Specifications." ACM SIGMOD Record , vol. 20 , no. 4 , pp. 40-43.
James Geller. 2021. "Fostering a sense of belonging in female computer science students." Journal of Computing Sciences in Colleges , vol. 37 , no. 3 , pp. 36-44.
Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina K Keloth. 2021. "Visual Comprehension and Orientation into the COVID-19 CIDO Ontology. Journal of Biomedical Informatics." Journal of Biomedical Informatics , vol. 120 , no. C .
Vipina K Keloth, James Geller, Yan Chen, Julia Xu. 2020. "Extending import detection algorithms for concept import from two to three biomedical terminologies." BMC Medical Informatics Decis. Mak , vol. 20S , no. 10 .
Ling Zheng, Yan Chen, Hua Min, P Lloyd Hildebrand, Hao Liu, Michael H. Halper, James Geller, Sherri deCoronado, Yehoshua Perl. 2020. "Missing lateral relationships in top-level concepts of an ontology." BMC Medical Informatics and Decision Making , vol. 20 , no. 305 .
Ling Zheng, Hua Min, Yan Chen, Vipina K Keloth, James Geller, Yehoshua Perl, George Hripcsak. 2020. "Outlier concepts auditing methodology for a large family of biomedical ontologies." BMC Medical Informatics and Decision Making , vol. 20 , no. 296 .
Hao Liu, Yehoshua Perl, James Geller. 2020. "Concept placement using BERT trained by transforming and summarizing biomedical ontology structure." Journal of Biomedical Informatics , vol. 112 .
Han Hu, Hai Nhat Phan, Soon A Chun, James Geller, Huy Vo, Xinyue Ye, Ruoming Jin, Kele Ding, Deric Kenne, Dejing Dou. 2019. "An insight analysis and detection of drug-abuse risk behavior on Twitter with self-taught deep learning." Computational Social Networks , vol. 6 , no. 1 , pp. 10.
Vipina K Keloth, Zhe He, Gai Elhanan, James Geller. 2019. "Alternative classification of identical concepts in different terminologies: Different ways to view the world." Journal of Biomedical Informatics , vol. 94 .
James Geller, Yehoshua Perl, Licong Cui, Guo-Qiang Zhang. 2018. "Quality assurance of biomedical terminologies and ontologies." Journal of Biomedical Informatics , vol. 86 , pp. 106-108.
Ling Zheng, Yan Chen, Gai Elhanan, Yehoshua Perl, James Geller, Christopher Ochs. 2018. "Complex overlapping concepts: An effective auditing methodology for families of similarly structured BioPortal ontologies." Journal of Biomedical Informatics , vol. 83 , pp. 135-149.
Ling Zheng, Hua Min, Yan Chen, Julia Xu, James Geller, Yehoshua Perl. 2017. "Auditing National Cancer Institute thesaurus neoplasm concepts in groups of high error concentration." Applied Ontology , vol. 12 , pp. 113-130.
Ling Zheng, Hasan Yumak, Ling Chen, Christopher Ochs, James Geller, Joan Kapusnik-Uner, Yehoshua Perl. 2017. "Quality assurance of chemical ingredient classification for the National Drug File–Reference Terminology." Journal of Biomedical Informatics , vol. 73 , pp. 30-42.
Christopher Ochs, Yehoshua Perl, James Geller, Sivaram Arabandi, Tania Tudorache, Mark Musen. 2017. "An empirical analysis of ontology reuse in BioPortal." Journal of Biomedical Informatics , vol. 71 , pp. 165-177.
Xiang Ji, Soon Chun, Paolo Cappellari, James Geller. 2017. "Linking and using social media data for enhancing public health analytics." J. Information Science .
Yehoshua Perl, James Geller, Michael H. Halper, Christopher Ochs, Ling Zheng, Joan Kapusnik-Uner. 2017. "Introducing the Big Knowledge to Use (BK2U) challenge." Annals of the New York Academy of Sciences , vol. 1387 , pp. 12-24.
Christopher Ochs, James Geller, Yehoshua Perl, Mark Musen. 2016. "A Unified Software Framework for Deriving, Visualizing, and Exploring Abstraction Networks for Ontologies." Journal of Biomedical Informatics , vol. 62 , pp. 90-105.
Xiang Ji, Soon Chun, James Geller. 2016. "Predicting Comorbid Conditions and Trajectories Using Social Health Records." IEEE Transactions on Nanobioscience , vol. 15 , no. 4 , pp. 371-379.
Christopher Ochs, Yehoshua Perl, Michael H. Halper, James Geller, Janet Lomax. 2016. "Quality assurance of the Gene Ontology using Abstraction Networks." Journal of Bioinformatics and Computational Biology , vol. 14 , no. 3 .
Christopher Ochs, Zhe He, Ling Zheng, James Geller, Yehoshua Perl, George Hripcsak, Mark Musen. 2016. "Utilizing a structural meta-ontology for family-based quality assurance of the BioPortal ontologies." Journal of Biomedical Informatics , vol. 61 , pp. 63-76.
Soon A Chun, James Geller, Ankur Taunk, Karthik Sankaran, Tushar Swaminathan. 2016. "SLOB: Security Learning By Ontology Browsing - Comprehensive Cyber Security Learning Resources In A Web Portal." Journal of Computing Sciences in Colleges , vol. 31 , no. 5 , pp. 95-101.
Xiang Ji, Soon Chun, Paolo Cappellari, James Geller. 2016. "Linking and using social media data for enhancing public health analytics." Journal of Information Science , vol. Online First , no. DOI: 10.1177/0165551515625029 .
Xiang Ji, Soon Ae Chun, Zhi Wei, James Geller. 2015. "Twitter sentiment classification for measuring public health concerns." Social Network Analysis and Mining , vol. 5 , no. 1 , pp. 1–25.
Christopher Ochs, Yehoshua Perl, James Geller, Melissa Haendel, Matthew Brush, Sivaram Arabandi, Samson Tu. 2015. "Summarizing and visualizing structural changes during the evolution of biomedical ontologies using a Diff Abstraction Network." J Biomedical Informatics , vol. 56 , pp. 127-144.
Zhe He, James Geller, Yan Chen. 2015. "A comparative analysis of the density of the SNOMED CT conceptual content for semantic harmonization." Artificial Intelligence in Medicine , vol. 64 , no. 1 , pp. 29-40.
Christopher Ochs, James Geller, Yehoshua Perl, Yan Chen, Ankur Agrawal, James T Case, George Hripcsak. 2015. "A tribal abstraction network for SNOMED CT target hierarchies without attribute relationships.." J American Medical Informatics Association , vol. 22 , no. 3 , pp. 628-639.
Christopher Ochs, James Geller, Yehoshua Perl, Yan Chen, Julia Xu, Hua Min, James T Case, Zhi Wei. 2015. "Scalable quality assurance for large SNOMED CT hierarchies using subject-based subtaxonomies." J American Medical Informatics Association , vol. 22 , no. 3 , pp. 507-518.
Zhe He, Paul Morrey, Yehoshua Perl, Gai Elhanan, Ling Chen, Yan Chen, James Geller. 2014. "Sculpting the UMLS Refined Semantic Network." Online J Public Health Inform , vol. 6 , no. 2 .
Alexander Rudniy, Min Song, James Geller. 2014. "Mapping biological entities using the longest approximately common prefix method." BMC Bioinformatics , vol. 15 , no. 187 .
Xiang Ji, Soon Ae Chun, James Geller. 2013. "Social Analytics for Public Health Intelligence and Monitoring." Management .
James Geller, Zhe He, Yehoshua Perl, Paul Morrey, Julia Xu. 2013. "Rule-based support system for multiple UMLS semantic type assignments." Journal of Biomedical Informatics , vol. 46 , no. 1 , pp. 97-110.
Huanying Gu, Gai Elhanan, Yehoshua Perl, George Hripcsak, James J Cimino, Julia Xu, Yan Chen, James Geller, Paul Morrey. 2012. "A study of terminology auditors' performance for UMLS semantic type assignments." Journal of Biomedical Informatics , vol. 45 , no. 6 , pp. 1042-1048.
Yue Wang, Michael H. Halper, Duo Wei, Yehoshua Perl, James Geller. 2012. "Abstraction of complex concepts with a refined partial-area taxonomy of SNOMED." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 15-29.
Yue Wang, Michael H. Halper, Duo Wei, Yehoshua Perl, James Geller. 2012. "Abstraction of complex concepts with a refined partial-area taxonomy of SNOMED." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 15-29.
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller. 2012. "Overcoming an obstacle in expanding a UMLS semantic type extent." Journal of Biomedical Informatics , vol. 45 , no. 1 , pp. 61-70.
Christopher Ochs, James Geller, Yehoshua Perl. 2011. "A Relationship-Centric Hybrid Interface for Browsing and Auditing the UMLS." Transactions of the Society for Design and Process Scienc , vol. 15 , no. 4 , pp. 3-25.
Soon Ae Chun, S. J. Park, James Geller. 2011. "Flexible Payment Recommender System." Information Technology Architectur Research , vol. 8 , no. 4 , pp. 299-316.
Gai Elhanan, Yehoshua Perl, James Geller. 2011. "A survey of SNOMED CT direct users, 2010: impressions and preferences regarding content and quality." Journal of the American Medical Informatics Association , vol. 18 , no. Suppl 1 , pp. i36-44.
Tian Tian, Soon A Chun, James Geller. 2011. "A Prediction Model for Web Search Hit Counts Using Word Frequencies." Journal of Information Science , vol. 37 , no. 5 , pp. 462 - 475.
Kuo-chuan Huang, James Geller, Michael H. Halper, Gai Elhanan, Yehoshua Perl. 2011. "Scalability of piecewise synonym identification in integration of SNOMED into the UMLS." International Journal of Computational Models and Algorithms in Medicine , vol. 2 , no. 3 , pp. 26-45.
Alex Rudniy, Min Song, James Geller. 2010. "Detecting Duplicate Biological Entities Using Shortest Path Edit Distance." International Journal of Data Mining and Bioinformatics , vol. 4 , no. 4 , pp. 395 - 410.
Alexander Rudniy, Min Song, James Geller. 2010. "Detecting duplicate biological entities using Shortest Path Edit Distance." International Journal of Data Mining in Bioinformatics , vol. 4 , no. 4 , pp. 395-410.
Yoo Jung An, Kuo-Chuan Huang, Soon Ae Chun, James Geller. 2010. " A Formal Approach to Evaluating Medical Ontology Systems using Naturalness." International Journal of Computational Models and Algorithms in Medicine, IGI Global , vol. 1 , no. 1 , pp. 1-18.
James Geller, Yehoshua Perl, Michael Halper, Ronald Cornet. 2009. "Guest Editorial: Special Issue on Auditing of Terminologies." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 407-411 (Special Issue: 407-580).
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller. 2009. "Structural group- based auditing of missing hierarchical relationships in UMLS." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 452-467.
Charles Paul Morrey, James Geller, Michael Halper, Yehoshua Perl. 2009. "The Neighborhood Auditing Tool: A hybrid interface for auditing the UMLS." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 3 , pp. 468-489.
Kuo-Chuan Huang, James Geller, Michael Halper, Yehoshua Perl, Junchuan Xu. 2009. "Using WordNet synonym substitution to enhance UMLS source integration." Artificial Intelligence in Medicine/Elsevier , vol. 46 , no. 2 , pp. 97-109.
Yan Chen, Huanying Gu, Yehoshua Perl, James Geller, Michael Halper. 2009. "Structural group auditing of a UMLS semantic type's extent." Journal of Biomedical Informatics/Elsevier , vol. 42 , no. 1 , pp. 41-52.
James Geller, Soon Ae Chun, Yoo Jung An. 2008. "Toward the Semantic Deep Web." IEEE Computer , vol. 41 , no. 9 , pp. 95-97.
Y. Chen, Y. Perl, James Geller, G. Hripcsak, L. Zhang. 2008. "Comparing and consolidating two heuristic metaschemas." Journal of Biomedical Informatics , vol. 41 , no. 2 , pp. 293-317.
M. Halper, L.-M. Liu, James Geller, Y. Perl. 2007. "Ownership as a conceptual modeling construct." Data and Knowledge Engineering , vol. 62 , no. 2 , pp. 248-273.
Y. Chen, Y. Perl, James Geller, J. J. Cimino. 2007. "Analysis of a Study of the Users, Uses, and Future Agenda of the UMLS." Journal of the American Medical Informatics Association , vol. 14 , no. 2 , pp. 221-231.
Yoo Jung An, Kuo-chuan Huang, James Geller. 2006. "Naturalness of ontology concepts for rating aspects of the semantic web." Communications of the IMA , vol. 6 , no. 3 , pp. 7.
H. Min, Y. Perl, Y. Chen, James Geller, Y. Wang. 2006. "Auditing as Part of the Terminology Design Life Cycle." Journal of the American Medical Informatics Association , vol. 13 , no. 6 , pp. 676-690.
Y. Lee, K. Supekar, James Geller. 2006. "Ontology integration: Experience with medical terminologies." Computers in Biology and Medicine , vol. 36 , no. 7-8 , pp. 893-919.
Y. Lee, James Geller. 2006. "Semantic enrichment for medical ontologies." Journal of Biomedical Informatics , vol. 39 , no. 2 , pp. 209-226.
James Geller, X. Zhou, K. Prathipati, S. Kanigiluppai, X. Chen. 2005. "Raising data for improved support in rule mining: How to raise and how far to raise." Intelligent Data Analysis , vol. 9 , no. 4 , pp. 397-415.
L. Zhang, M. Halper, Y. Perl, James Geller, J. J. Cimino. 2005. "Relationship structures and semantic type assignments of the UMLS enriched semantic network." Journal of the American Medical Informatics Association , vol. 12 , no. 6 , pp. 657-666.
L. Zhang, G. Hripcsak, Y. Perl, M. Halper, James Geller. 2005. "An expert study evaluating the UMLS lexical metaschema." Artificial Intelligence in Medicine , vol. 34 , no. 3 , pp. 219-233.
L. Zheng, Y. Perl, M. Halper, James Geller, G. Hripcsak. 2005. "A lexical metaschema for the UMLS semantic network." Artificial Intelligence in Medicine , vol. 33 , no. 1 , pp. 41-59.
Yugyung Lee, Soon Ae Chun, James Geller. 2004. "Web-Based Semantic Pervasive Computing Services." IEEE Intell Informatics Bull , vol. 4 , pp. 4-15.
L. Wookey, James Geller. 2004. "Semantic hierarchical abstraction of Web site structures for Web searchers." Journal of Research and Practice in Information Technology , vol. 36 , no. 1 , pp. 23-34.
James Geller, Yehoshua Perl, Jintae Lee. 2004. "Ontology challenges: A thumbnail historical perspective." Knowledge and Information Systems , vol. 6 , no. 4 , pp. 375.
L. Zhang, Y. Perl, M. Halper, James Geller, J. J. Cimino. 2004. "An Enriched Unified Medical Language System Semantic Network with a Multiple Subsumption Hierarchy." Journal of the American Medical Informatics Association , vol. 11 , no. 3 , pp. 195-206.
Huanying Gu, Yehoshua Perl, Michael H. Halper, James Geller, Erich J. Neuhold. 2004. "Contextual partitioning for comprehension of OODB schemas." Knowledge and Information Systems , vol. 6 , no. 3 , pp. 315-344.
L. Zhang, Y. Perl, M. Halper, James Geller. 2003. "Designing metaschemas for the UMLS enriched semantic network." Journal of Biomedical Informatics , vol. 36 , no. 6 , pp. 433-449.
Y. Perl, James Geller. 2003. "Research on structural issues of the UMLS - Past, present, and future (Editorial)." Journal of Biomedical Informatics , vol. 36 , no. 6 , pp. 409-413.
Yugyung Lee, James Geller. 2003. "A collaborative and sharable Web-based learning system." International Journal on E-Learning , vol. 2 , no. 2 , pp. 35-45.
James Geller. 2003. "John Sowa, Knowledge Representation: Logical, Philosophical, and Computational Foundations." Minds and Machines , vol. 13 , no. 3 , pp. 441-444.
Yehoshua Perl, James Geller. 2003. "Unified Medical Language System." Journal of Biomedical Informatics , vol. 36 , no. 6 .
M. Halper, L.-M. Liu, James Geller, Y. Perl. 2003. "Frameworks for incorporating semantic relationships into object-oriented database systems." Concurrency Computation Practice and Experience , vol. 15 , no. 15 , pp. 1337-1362.
L.-M. Liu, James Geller, Y. Perl. 2003. "Enhancing OODB semantics to support browsing in an OODB vacabulary representation." Concurrency Computation Practice and Experience , vol. 15 , no. 9 , pp. 845-869.
Y. Lee, M. Junginger, James Geller. 2003. "High Performance Publisher/Subscriber Communication for Adaptive, Collaborative Web-Based Learning." International Journal of Distance Education Technologies (IJDET) , vol. 1 , no. 3 , pp. 14-27.
James Geller, H. Gu, Y. Perl, M. Halper. 2003. "Semantic refinement and error correction in large terminological knowledge bases." Data and Knowledge Engineering , vol. 45 , no. 1 , pp. 1-32.
I. H. Witten, E. Frank, James Geller. 2002. "Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations." SIGMOD Record , vol. 31 , no. 1 , pp. 76-77.
Richard Scherf, James Geller. 2002. "Global Communities, Marketing, and Web Mining." Doing Business Across Borders .
L.-M. Liu, M. Halper, James Geller, Y. Perl. 2002. "Using OODB modeling to partition a vocabulary into structurally and semantically uniform concept groups." IEEE Transactions on Knowledge and Data Engineering , vol. 14 , no. 4 , pp. 850-866.
Yugyung Lee, James Geller. 2002. "Efficient transitive closure reasoning in a combined class/part/containment hierarchy." Knowledge and Information Systems , vol. 4 , no. 3 , pp. 305-328.
James Geller, Y. Perl, M. Halper, Z. Chen, H. Gu. 2002. "Evaluation and application of a semantic network partition." IEEE Transactions on Information Technology in Biomedicine , vol. 6 , no. 2 , pp. 109-115.
Z. Chen, Y. Perl, M. Halper, James Geller, H. Gu. 2002. "Partitioning the UMLS semantic network." IEEE Transactions on Information Technology in Biomedicine , vol. 6 , no. 2 , pp. 102-108.
Y. Perl, Z. Chen, M. Halper, James Geller, L. Zhang, Y. Peng. 2002. "The cohesive metaschema: A higher-level abstraction of the UMLS Semantic Network." Journal of Biomedical Informatics , vol. 35 , no. 3 , pp. 194-212.
H. Gu, Y. Perl, M. Halper, James Geller, E. Kuo, J. J. Cimino. 2001. "Partitioning an object-oriented terminology schema." Methods of Information in Medicine , vol. 40 , no. 3 , pp. 204-212.
H. Gu, Y. Perl, James Geller, M. Halper, L.-M. Liu, J. J. Cimino. 2000. "Representing the UMLS as an object-oriented database: Modeling issues and advantages." Journal of the American Medical Informatics Association , vol. 7 , no. 1 , pp. 66-80.
L.-M. Liu, M. Halper, James Geller, Y. Perl. 1999. "Controlled vocabularies in OODBs: Modeling issues and implementation." Distributed and Parallel Databases , vol. 7 , no. 1 , pp. 37-65.
H. Gu, M. Halper, James Geller, Y. Perl. 1999. "Benefits of an object-oriented database representation for controlled medical terminologies." Journal of the American Medical Informatics Association , vol. 6 , no. 4 , pp. 283-303.
H. Gu, Y. Perl, James Geller, M. Halper, M. Singh, . 1999. "A methodology for partitioning a vocabulary hierarchy into trees." Artificial Intelligence in Medicine , vol. 15 , no. 1 , pp. 77-98.
James Geller, R. Dios. 1998. "A low-tech, hands-on approach to teaching sorting algorithms to working students." Computers and Education , vol. 31 , no. 1 .
M. Halper, James Geller, Y. Perl. 1998. "An OODB part-whole model: Semantics, notation and implementation." Data and Knowledge Engineering , vol. 27 , no. 1 , pp. 59-95.
A. Mehta, James Geller, Y. Perl, E. Neuhold. 1998. "The OODB path-method generator (PMG) using access weights and precomputed access relevance." VLDB Journal , vol. 7 , no. 1 , pp. 25-47.
E.(Y.) Lee, James Geller. 1997. "Parallel operations on class hierarchies with double strand representation." Machine Intelligence and Pattern Recognition , vol. 20 , no. C , pp. 69-94.
H. Gu, Y. Perl, James Geller, M. Halper, J. J. Cimino, M. Singh. 1997. "Partitioning a Vocabulary's IS-A Hierarchy into Trees." Journal of the American Medical Informatics Association , vol. 4(SUPPL) , pp. 630-634.
A. Mehta, James Geller, Y. Perl, P. Frankhauser. 1996. "Computing access relevance for path-method generation in OODB and IM-OODB." Journal of Intelligent Information Systems , vol. 7 , no. 1 , pp. 75-100.
James Geller, Y. Perl, P. Cannata, A. Sheth, E. Neuhold. 1993. "Structural integration: Concepts and case study." Journal of Systems Integration , vol. 3 , no. 2 , pp. 133-161.
James Geller, Y. Perl, E. Neuhold, A. Sheth. 1992. "Structural schema integration with full and partial correspondence using the dual model." Information Systems , vol. 17 , no. 6 , pp. 443-464.
James Geller, C. Y. Du. 1991. "Parallel implementation of a class reasoner." Journal of Experimental and Theoretical Artificial Intelligence , vol. 3 , no. 2 , pp. 109-127.
James Geller. 1991. "Propositional representation for graphical knowledge." International Journal of Man-Machine Studies , vol. 34 , no. 1 , pp. 97-131.
James Geller, Y. Perl, E. J. Neuhold, . 1991. "Structure and Semantics in OODB Class Specifications." ACM SIGMOD Record , vol. 20 , no. 4 , pp. 40-43.
COLLAPSE
Conference Paper
"Population Group 2.0: Bringing the UMLS Semantic Network up to Speed"
May, 2025.
"Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs"
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), December, 2024.
"Continuous Evaluation for a Multi-Dimensional Violent Crime Prevention and Recovery Policy"
ACM, June, 2024.
"Enhanced Multi-Class Detection of Fake News"
AAAI Press, May, 2024.
"Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text"
SCITEPRESS, February, 2024.
May, 2025.
"Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs"
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), December, 2024.
"Continuous Evaluation for a Multi-Dimensional Violent Crime Prevention and Recovery Policy"
ACM, June, 2024.
"Enhanced Multi-Class Detection of Fake News"
AAAI Press, May, 2024.
"Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text"
SCITEPRESS, February, 2024.
SHOW MORE
"Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models"
SCITEPRESS, February, 2024.
"Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining"
17th International Conference on Health Informatics—HEALTHINF, January (1st Quarter/Winter), 2024.
"Using annotation for computerized support for fast skimming of cardiology electronic health record notes"
IEEE, December, 2023.
"Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health"
American Medical Informatics Associaton, November, 2023.
"Usability and Recall Evaluation of Virtual Reality Ontology Object Manipulation (VROOM) System"
American Medical Informatics Association, November, 2023.
SCITEPRESS, February, 2024.
"Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining"
17th International Conference on Health Informatics—HEALTHINF, January (1st Quarter/Winter), 2024.
"Using annotation for computerized support for fast skimming of cardiology electronic health record notes"
IEEE, December, 2023.
"Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health"
American Medical Informatics Associaton, November, 2023.
"Usability and Recall Evaluation of Virtual Reality Ontology Object Manipulation (VROOM) System"
American Medical Informatics Association, November, 2023.
COLLAPSE
Conference Proceeding
"Toward Policy Transparency and Real-Time Policy Assessment"
July (3rd Quarter/Summer), 2023.
"Multiple View Summarization Framework for Social Media"
January (1st Quarter/Winter), 2023.
"An Ontology for the Social Determinants of Health Domain"
December, 2022.
"Characterizing Android Medical Apps"
14th International Conference on e-Health 2022 (EH 2022), July (3rd Quarter/Summer), 2022.
"Stemming the Tide of Fake News about the COVID-19 Pandemic"
35th FLAIRS Conference 2022 Proceedings, May, 2022.
July (3rd Quarter/Summer), 2023.
"Multiple View Summarization Framework for Social Media"
January (1st Quarter/Winter), 2023.
"An Ontology for the Social Determinants of Health Domain"
December, 2022.
"Characterizing Android Medical Apps"
14th International Conference on e-Health 2022 (EH 2022), July (3rd Quarter/Summer), 2022.
"Stemming the Tide of Fake News about the COVID-19 Pandemic"
35th FLAIRS Conference 2022 Proceedings, May, 2022.
SHOW MORE
"Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies"
Proceedings of IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021,, December, 2021.
"Health Ontology for Minority Equity (HOME)"
SCITEPRESS, October (4th Quarter/Autumn), 2021.
"Knowledge Graph Analysis of Russian Trolls"
Proceedings of the 10th International Conference on Data Science, Technology and Applications - DATA, July (3rd Quarter/Summer), 2021.
"Inclusive Education Strategies for Diversity in Smart Workforce"
DG.O'21: DG.O2021: The 22nd Annual International Conference on Digital Government Research, June, 2021.
"Machine Learning Approach to Detect Fake News, Misinformation in COVID-19 Pandemic"
DG.O'21: DG.O2021: The 22nd Annual International Conference on Digital Government Research, June, 2021.
"Desiderata for High Quality AMIA Presentation Files"
AMIA Annu Symp Proc., January (1st Quarter/Winter), 2021.
"Generating Training Data for Concept-Mining for an ‘Interface Terminology’ Annotating Cardiology EHRs"
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), December, 2020.
"Mining Concepts for a COVID Interface Terminology for Annotation of EHRs"
IEEE International Conference on Big Data (Big Data), December, 2020.
"Tracking Citizen's Concerns during COVID-19 Pandemic"
dg.o '20: The 21st Annual International Conference on Digital Government Research, June, 2020.
"Tracking citizen's concerns during COVID-19 pandemic"
ACM International Conference Proceeding Series, June, 2020.
"Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT"
AMIA ... Annual Symposium proceedings, 2019.
"Training a Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment"
AMIA Annual Symposium, November, 2019.
"Detecting political bias trolls in Twitter data"
WebIST, September, 2019.
"Measuring and avoiding information loss during concept import from a source to a target ontology"
KEOD , September, 2019.
"An ensemble deep learning model for drug abuse detection in sparse twitter-sphere"
MEDINFO, August, 2019.
"CodeSport: Increasing participation in programming using coding tournaments as an alternative to hackathons"
1st CompEd, May, 2019.
"Extended analysis of topological-pattern-based ontology enrichment"
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, January (1st Quarter/Winter), 2019.
"Deep self-taught learning for detecting drug abuse risk behavior in tweets"
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), December, 2018.
"Enrichment of SNOMED CT Ophthalmology component to support EHR coding"
BIBM, December, 2018.
"Quality assurance of concept roles in the National Cancer Institute thesaurus"
Proceedings of the BIBM'18 1st Int'l Workshop on Quality Assurance of Biological and Biomedical Ontologies and Terminologies, December, 2018.
"How sustainable are biomedical ontologies?"
AMIA, November, 2018.
"Leveraging horizontal density differences between ontologies for identifying missing child concepts: a proof of concept"
AMIA, November, 2018.
"Overlapping complex concepts have more commission errors, especially in intensive terminology auditing"
AMIA, November, 2018.
"Using convolutional neural networks to support insertion of new concepts into SNOMED CT"
Proceedings of the 2018 AMIA Annual Symposium, November, 2018.
"Can a convolutional neural network support auditing of NCI Thesaurus Neoplasm Concepts?"
8th International Conference on Biomedical Ontology (ICBO BioCreative 2018), July (3rd Quarter/Summer), 2018.
"Quality Assurance Methodology for ChEBI Ontology Focusing on Uncommonly Modeled Concepts"
8th International Conference on Biomedical Ontology (ICBO BioCreative 2018), July (3rd Quarter/Summer), 2018.
"Deep Learning Model for Classifying Drug Abuse Risk Behavior in Tweets"
International Conference on Health Informatics, June, 2018.
"Auditing the assignments of top-level semantic types in the UMLS semantic network to UMLS concepts"
IEEE BIBM 2017, November, 2017.
"Discovering additional complex NCIt gene concepts with high error rate"
IEEE BIBM 2017, November, 2017.
"System Demonstration: Applications of the Ontology Abstraction Framework"
American Medical Informatics Association Annual Symposium, November, 2017.
"Real time summarization and visualization of ontology change in Protege"
VOILA 2017: Visualization and Interaction of Ontologies and Linked Data, October (4th Quarter/Autumn), 2017.
"Perceiving the Usefulness of the National Cancer Institute Metathesaurus for Enriching NCIt with Toplogical Patterns"
MedInfo, August, 2017.
"Summarizing an ontology: a "big knowledge" coverage approach"
MedInfo, August, 2017.
"Multi-layer Big Knowledge Visualization Scheme for Comprehending Neoplasm Ontology Content"
IEEE International Conference on Big Knowledge (ICBK), August, 2017.
"Enabling Real-Time Drug Abuse Detection in Tweets"
Proceedings of ICDE/HDMM, April (2nd Quarter/Spring), 2017.
"Preface"
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), November, 2016.
"Topological-Pattern-Based Recommendation of UMLS Concepts for National Cancer Institute Thesaurus"
Proceedings of AMIA 2016, November, 2016.
"Message from EDB 2016 general chairs"
ACM International Conference Proceeding Series, October (4th Quarter/Autumn), 2016.
"Expansion of the Hierarchical Terminology Auditing Framework Through Usage of Levenshtein Distance-Based Criterion"
Studies in Health Technology and Informatics, Volume 228. Presented at HEC2016, Munich, Germany, August, 2016.
"Preliminary Analysis of Difficulty of Importing Pattern-Based Concepts into the National Cancer Institute Thesaurus"
Studies in Health Technology and Informatics, Volume 228. Presented at HEC2016, Munich, Germany, August, 2016.
"UCS: Ultimate Course Search"
14th International Workshop on Content-Based Multimedia Indexing, June, 2016.
"The Big Knowledge to Use (BK2U) Challenge"
Data Science, Learning, and Applications to Biomedical and Health Sciences, January (1st Quarter/Winter), 2016.
"Developing a pedagological cybersecurity ontology"
Communications in Computer and Information Science, 2015.
"Collaborative and Trajectory Prediction Models of Medical Conditions by Mining Patients' Social Data"
IEEE Int. Conference on BioInformatics and BioMedicine (BIBM) , November, 2015.
"Drug-drug Interaction Discovery Using Abstraction Networks for National Drug File - Reference Terminology"
Proceedings of the Annual Symposium of the American Medical Informatics Association (AMIA), November, 2015.
"Identifying Pairs of Terms with Strong Semantic Connections in a Textbook Index"
Proceedings of the 7th International Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). Volume 2: Knowledge Engineering and Ontology Development (KEOD) Lisbon, November, 2015.
"Using Aggregate Taxonomies to Summarize SNOMED CT Evolution"
Biomedical & Health Informatics (BHI) Workshop at BIBM, November, 2015.
"Leveraging Social Data for Health Care Behavior Analytics"
Proceedings of the 15th International Conference on Web Engineering (ICWE 2015), June, 2015.
"Auditing of SNOMED CT's Hierarchical Structure using the National Drug File - Reference Terminology"
Studies in Health Technology and Informatics: Digital Healthcare Empowering Europeans, May, 2015.
"Gene Ontology Summarization to Support Visualization and Quality Assurance"
BICoB 6th international conference on Bioinformatics and Computational Biology, March, 2015.
"Improved shortest path edit distance for synonyms identification"
Proceedings of the 6th International Conference on Bioinformatics and Computational Biology, BICOB 2014, 2014.
"Social InfoButtons for Patient-oriented Healthcare Knowledge Support"
Proceedings of AMIA (American Medical Informatics Association), November, 2014.
"A collaborative filtering approach to assess individual condition risk based on patients' social network data"
BCB '14 Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, September, 2014.
"A Hybrid Approach to Developing a Cyber Security Ontology"
Proceedings of the 3rd International Conference on Data management Technologies and Applications, August, 2014.
"Developing a pedagogical cybersecurity ontology"
International Conference on Data Management Technologies and Applications, August, 2014.
"Categorizing the Relationships between Structurally Congruent Concepts from Pairs of Terminologies for Semantic Harmonization"
AMIA Joint Summit on Translational Science, April (2nd Quarter/Spring), 2014.
"Semantic search over the web (ssw) - Third edition"
ACM International Conference Proceeding Series, 2013.
"A family-based framework for supporting quality assurance of biomedical ontologies in BioPortal"
American Medical Informatics Association (AMIA) Annual Symposium, November, 2013.
"Scalability of abstraction-network-based quality assurance to large SNOMED hierarchies"
American Medical Informatics Association (AMIA) Annual Symposium, November, 2013.
"Monitoring public health concerns using Twitter sentiment classification"
Proceedings of the 2013 IEEE International Conference on Healthcare Informatics (ICHI), September, 2013.
"A Bootstrapping Approach for Developing Cyber Security Ontology using Textbook Index Terms"
Proceedings of the 2013 International Conference on Availability, Reliability and Security (ARES) Workshop on Security Ontologies, September, 2013.
"Auditing Redundant Import in Reuse of a Top Level Ontology for the Drug Discovery Investigations Ontology"
Workshop on Vaccine and Drug Ontology Studies (VDOS 2013) collocated with Semantic Trilogy 2013, July (3rd Quarter/Summer), 2013.
"BLUSNO: A System for Orientation, Visualization, and Quality Assurance of SNOMED CT Using Abstraction Networks"
4th International Conference on Biomedical Ontology ICBO 2013, July (3rd Quarter/Summer), 2013.
"Choosing the Granularity of Abstraction Networks for Orientation and Quality Assurance of the Sleep Domain Ontology"
4th International Conference on Biomedical Ontology ICBO 2013, July (3rd Quarter/Summer), 2013.
"Social Infobuttons: Integrating Open Health Data with Social Data using Semantic Technology"
Proceedings of the Fifth Workshop on Semantic Web Information Management (SWIM), June, 2013.
"Deriving an Abstraction Network to Support Quality Assurance in OCRe"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"New Abstraction Networks and a New Visualization Tool in Support of Auditing the SNOMED CT Content"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"Using Gamification and Crowdsourcing to Enhance Terminology Auditing"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"Semantic search over the web (SSW) - Second ediition"
2nd International Workshop on Semantic Search over the Web, SSW 2012, August, 2012.
"Enhancing the Famous People Ontology by Mining a Social Network"
2ND INTERNATIONAL WORKSHOP ON SEMANTIC SEARCH OVER THE WEB (SSW 2012), August, 2012.
"Epidemic Outbreak and Spread Detection System Based on Twitter Data"
Health Information Science - First International Conference, HIS 2012, April (2nd Quarter/Spring), 2012.
"Histogram Difference String Distance for Enhancing Ontology Integration in Bioinformatics"
4th International Conference on Bioinformatics and Computational Biology (BICoB), March, 2012.
"Google Knows Who Is Famous Today — Building an Ontology From Search Engine Knowledge and DBpedia"
Proceedings of the Fifth IEEE International Conference on Semantic Computing (ICSC 2011), September, 2011.
"Enhancing the interface for ontology supported homonym search"
SSW 2011: Semantic Search on the Web (LNBIP), June, 2011.
"A Survey of Direct Users and Uses of SNOMED CT: 2010 Status"
American Medical Informatics Association Annu Symp Proc, November, 2010.
"Auditing SNOMED Integration into the UMLS for Duplicate Concepts"
American Medical Informatics Association Annu Symp Proc, November, 2010.
"Predicting Web Search Hit Counts"
IEEE/WIC/ACM WI-IAT 2010 International Conference on Web Intelligence and Intelligent Agent Technology, August, 2010.
"Shortest path edit distance for detecting duplicate biological entities"
The 2010 ACM International Conference on Bioinformatics and Computational Biology/ACM, August, 2010.
"Auditing SNOMED Relationships Using a Converse Abstraction Network"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Comparing Inconsistent Relationship Configurations Indicating UMLS Errors"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Proposal for yet another desideratum for terminologies and the UMLS: Uniqueness of preferred terms, and problems detected assuming it holds"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Semantic Visualization of UMLS Chemical Intersection Types"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Enriching Ontology for Deep Web Search"
Proceedings of DEXA, Springer Verlag, September, 2008.
"Assessment for ontology-supported deep web search"
Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008, July (3rd Quarter/Summer), 2008.
"Evaluating ontologies based on the naturalness of their preferred terms"
Proceedings of the Annual Hawaii International Conference on System Sciences 2008, January (1st Quarter/Winter), 2008.
"Evaluation of a UMLS Auditing Process of Semantic Type Assignments"
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2007.
"Piecewise synonyms for enhanced UMLS source terminology integration"
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2007.
"Automatic generation of ontology from the Deep Web"
Proceedings - International Workshop on Database and Expert Systems Applications, DEXA 2007, September, 2007.
"Rating the naturalness of ontology taxonomies"
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007 200, May, 2007.
"HIS-KCWater: Context-aware geospatial data and service integration"
Proceedings of the ACM Symposium on Applied Computing, March, 2007.
"Semantic deep web: Automatic attribute extraction from the deep web data sources"
Proceedings of the ACM Symposium on Applied Computing, March, 2007.
"A data mining based genetic algorithm"
Proc. - The Fourth IEEE Workshop on Software Technol. for Future Embedded and Ubiquitous Syst., SEUS 2006 andthe Second Int. Workshop on Collaborative Comput., Integr., and Assur., WCCIA 2006, April (2nd Quarter/Spring), 2006.
"Fuzzy Virtual Card Agent for customizing divisible card payments"
6th International Conference on E-Commerce and Web Technologies, EC-Web 2005, August, 2005.
"Monitoring and updating regulations and policies for government services"
4th International Conference on Eelctronic Government, EGOV 2005; Copenhagen; Denmark, August, 2005.
"Towards intelligent Web services for automating medical service composition"
Proceedings - IEEE International Conference on Web Services 2004, July (3rd Quarter/Summer), 2004.
"Compositional knowledge management for medical services on Semantic Web"
Thirteenth International World Wide Web Conference Proceedings, WWW2004, May, 2004.
"The importance of ownership for e-commerce"
IFIP Advances in Information and Communication Technology, 2003.
"Using internet glossaries to determine interests from home pages"
4th International Conference on E-Commerce and Web Technology, EC-Web 2003, September, 2003.
"Auditing the UMLS for redundant classifications"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2002.
"Enriching the structure of the UMLS semantic network"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2002.
"A component-based architecture for adaptive, collaborative web-based learning"
1st International Conference on Web-Based Learning, ICWL 2002, August, 2002.
"A metaschema of the UMLS based on a partition of its semantic network"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2001.
"A structural partition of the Unified Medical Language System's Semantic Network"
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB 2000, November, 2000.
"Extracting a partition from a complex schema of a medical terminology"
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB 2000, November, 2000.
"Modeling the UMLS using an OODB"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 1999.
"Converting an integrated hospital formulary into an object-oriented database representation"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 1998.
""
Proceedings : a conference of the American Medical Informatics Association / ... AMIA Annual Fall Symposium. AMIA Fall Symposium, 1996.
"Modeling a vocabulary in an object-oriented database"
International Conference on Information and Knowledge Management, Proceedings, November, 1996.
"Identifying a forest hierarchy in an OODB specialization hierarchy satisfying disciplined modeling"
Proceedings - 1st IFCIS International Conference on Cooperative Information Systems, CoopIS 1996, June, 1996.
""
Proceedings of the 2nd International Conference on Information and Knowledge Management, November, 1993.
"Representing transitive relationships with parallel node sets"
Proceedings of the IEEE Workshop on Advances in Parallel and Distributed Systems, APADS 1993, October (4th Quarter/Autumn), 1993.
"Computing access relevance to support path-method generation in interoperable multi-OODB"
Proceedings - RIDE-IMS 1993: 3rd International Workshop on Research Issues in Data Engineering: Interoperability in Multidatabase Systems, April (2nd Quarter/Spring), 1993.
"“Part” relations for object-oriented databases"
11th International Conference on Entity-Relationship Approach, ER 1992, October (4th Quarter/Autumn), 1992.
"Algorithms for structural schema integration"
Proceedings of the Second International Conference on Systems Integration, June, 1992.
"Structural schema integration in heterogeneous multi-database systems using the Dual Model"
Proceedings - 1st International Workshop on Interoperability in Multidatabase Systems, IMS 1991, April (2nd Quarter/Spring), 1991.
"A theoretical underlying dual model for knowledge-based systems"
Proceedings of the First International Conference on Systems Integration - ICSI '90, April (2nd Quarter/Spring), 1990.
"Order dependence of declarative knowledge representation"
November, 1989.
"Knowledge based modeling of circuit boards"
Proceedings of the Annual Reliability and Maintainability Symposium, 1987.
Proceedings of IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021,, December, 2021.
"Health Ontology for Minority Equity (HOME)"
SCITEPRESS, October (4th Quarter/Autumn), 2021.
"Knowledge Graph Analysis of Russian Trolls"
Proceedings of the 10th International Conference on Data Science, Technology and Applications - DATA, July (3rd Quarter/Summer), 2021.
"Inclusive Education Strategies for Diversity in Smart Workforce"
DG.O'21: DG.O2021: The 22nd Annual International Conference on Digital Government Research, June, 2021.
"Machine Learning Approach to Detect Fake News, Misinformation in COVID-19 Pandemic"
DG.O'21: DG.O2021: The 22nd Annual International Conference on Digital Government Research, June, 2021.
"Desiderata for High Quality AMIA Presentation Files"
AMIA Annu Symp Proc., January (1st Quarter/Winter), 2021.
"Generating Training Data for Concept-Mining for an ‘Interface Terminology’ Annotating Cardiology EHRs"
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), December, 2020.
"Mining Concepts for a COVID Interface Terminology for Annotation of EHRs"
IEEE International Conference on Big Data (Big Data), December, 2020.
"Tracking Citizen's Concerns during COVID-19 Pandemic"
dg.o '20: The 21st Annual International Conference on Digital Government Research, June, 2020.
"Tracking citizen's concerns during COVID-19 pandemic"
ACM International Conference Proceeding Series, June, 2020.
"Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT"
AMIA ... Annual Symposium proceedings, 2019.
"Training a Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment"
AMIA Annual Symposium, November, 2019.
"Detecting political bias trolls in Twitter data"
WebIST, September, 2019.
"Measuring and avoiding information loss during concept import from a source to a target ontology"
KEOD , September, 2019.
"An ensemble deep learning model for drug abuse detection in sparse twitter-sphere"
MEDINFO, August, 2019.
"CodeSport: Increasing participation in programming using coding tournaments as an alternative to hackathons"
1st CompEd, May, 2019.
"Extended analysis of topological-pattern-based ontology enrichment"
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, January (1st Quarter/Winter), 2019.
"Deep self-taught learning for detecting drug abuse risk behavior in tweets"
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), December, 2018.
"Enrichment of SNOMED CT Ophthalmology component to support EHR coding"
BIBM, December, 2018.
"Quality assurance of concept roles in the National Cancer Institute thesaurus"
Proceedings of the BIBM'18 1st Int'l Workshop on Quality Assurance of Biological and Biomedical Ontologies and Terminologies, December, 2018.
"How sustainable are biomedical ontologies?"
AMIA, November, 2018.
"Leveraging horizontal density differences between ontologies for identifying missing child concepts: a proof of concept"
AMIA, November, 2018.
"Overlapping complex concepts have more commission errors, especially in intensive terminology auditing"
AMIA, November, 2018.
"Using convolutional neural networks to support insertion of new concepts into SNOMED CT"
Proceedings of the 2018 AMIA Annual Symposium, November, 2018.
"Can a convolutional neural network support auditing of NCI Thesaurus Neoplasm Concepts?"
8th International Conference on Biomedical Ontology (ICBO BioCreative 2018), July (3rd Quarter/Summer), 2018.
"Quality Assurance Methodology for ChEBI Ontology Focusing on Uncommonly Modeled Concepts"
8th International Conference on Biomedical Ontology (ICBO BioCreative 2018), July (3rd Quarter/Summer), 2018.
"Deep Learning Model for Classifying Drug Abuse Risk Behavior in Tweets"
International Conference on Health Informatics, June, 2018.
"Auditing the assignments of top-level semantic types in the UMLS semantic network to UMLS concepts"
IEEE BIBM 2017, November, 2017.
"Discovering additional complex NCIt gene concepts with high error rate"
IEEE BIBM 2017, November, 2017.
"System Demonstration: Applications of the Ontology Abstraction Framework"
American Medical Informatics Association Annual Symposium, November, 2017.
"Real time summarization and visualization of ontology change in Protege"
VOILA 2017: Visualization and Interaction of Ontologies and Linked Data, October (4th Quarter/Autumn), 2017.
"Perceiving the Usefulness of the National Cancer Institute Metathesaurus for Enriching NCIt with Toplogical Patterns"
MedInfo, August, 2017.
"Summarizing an ontology: a "big knowledge" coverage approach"
MedInfo, August, 2017.
"Multi-layer Big Knowledge Visualization Scheme for Comprehending Neoplasm Ontology Content"
IEEE International Conference on Big Knowledge (ICBK), August, 2017.
"Enabling Real-Time Drug Abuse Detection in Tweets"
Proceedings of ICDE/HDMM, April (2nd Quarter/Spring), 2017.
"Preface"
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), November, 2016.
"Topological-Pattern-Based Recommendation of UMLS Concepts for National Cancer Institute Thesaurus"
Proceedings of AMIA 2016, November, 2016.
"Message from EDB 2016 general chairs"
ACM International Conference Proceeding Series, October (4th Quarter/Autumn), 2016.
"Expansion of the Hierarchical Terminology Auditing Framework Through Usage of Levenshtein Distance-Based Criterion"
Studies in Health Technology and Informatics, Volume 228. Presented at HEC2016, Munich, Germany, August, 2016.
"Preliminary Analysis of Difficulty of Importing Pattern-Based Concepts into the National Cancer Institute Thesaurus"
Studies in Health Technology and Informatics, Volume 228. Presented at HEC2016, Munich, Germany, August, 2016.
"UCS: Ultimate Course Search"
14th International Workshop on Content-Based Multimedia Indexing, June, 2016.
"The Big Knowledge to Use (BK2U) Challenge"
Data Science, Learning, and Applications to Biomedical and Health Sciences, January (1st Quarter/Winter), 2016.
"Developing a pedagological cybersecurity ontology"
Communications in Computer and Information Science, 2015.
"Collaborative and Trajectory Prediction Models of Medical Conditions by Mining Patients' Social Data"
IEEE Int. Conference on BioInformatics and BioMedicine (BIBM) , November, 2015.
"Drug-drug Interaction Discovery Using Abstraction Networks for National Drug File - Reference Terminology"
Proceedings of the Annual Symposium of the American Medical Informatics Association (AMIA), November, 2015.
"Identifying Pairs of Terms with Strong Semantic Connections in a Textbook Index"
Proceedings of the 7th International Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K). Volume 2: Knowledge Engineering and Ontology Development (KEOD) Lisbon, November, 2015.
"Using Aggregate Taxonomies to Summarize SNOMED CT Evolution"
Biomedical & Health Informatics (BHI) Workshop at BIBM, November, 2015.
"Leveraging Social Data for Health Care Behavior Analytics"
Proceedings of the 15th International Conference on Web Engineering (ICWE 2015), June, 2015.
"Auditing of SNOMED CT's Hierarchical Structure using the National Drug File - Reference Terminology"
Studies in Health Technology and Informatics: Digital Healthcare Empowering Europeans, May, 2015.
"Gene Ontology Summarization to Support Visualization and Quality Assurance"
BICoB 6th international conference on Bioinformatics and Computational Biology, March, 2015.
"Improved shortest path edit distance for synonyms identification"
Proceedings of the 6th International Conference on Bioinformatics and Computational Biology, BICOB 2014, 2014.
"Social InfoButtons for Patient-oriented Healthcare Knowledge Support"
Proceedings of AMIA (American Medical Informatics Association), November, 2014.
"A collaborative filtering approach to assess individual condition risk based on patients' social network data"
BCB '14 Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, September, 2014.
"A Hybrid Approach to Developing a Cyber Security Ontology"
Proceedings of the 3rd International Conference on Data management Technologies and Applications, August, 2014.
"Developing a pedagogical cybersecurity ontology"
International Conference on Data Management Technologies and Applications, August, 2014.
"Categorizing the Relationships between Structurally Congruent Concepts from Pairs of Terminologies for Semantic Harmonization"
AMIA Joint Summit on Translational Science, April (2nd Quarter/Spring), 2014.
"Semantic search over the web (ssw) - Third edition"
ACM International Conference Proceeding Series, 2013.
"A family-based framework for supporting quality assurance of biomedical ontologies in BioPortal"
American Medical Informatics Association (AMIA) Annual Symposium, November, 2013.
"Scalability of abstraction-network-based quality assurance to large SNOMED hierarchies"
American Medical Informatics Association (AMIA) Annual Symposium, November, 2013.
"Monitoring public health concerns using Twitter sentiment classification"
Proceedings of the 2013 IEEE International Conference on Healthcare Informatics (ICHI), September, 2013.
"A Bootstrapping Approach for Developing Cyber Security Ontology using Textbook Index Terms"
Proceedings of the 2013 International Conference on Availability, Reliability and Security (ARES) Workshop on Security Ontologies, September, 2013.
"Auditing Redundant Import in Reuse of a Top Level Ontology for the Drug Discovery Investigations Ontology"
Workshop on Vaccine and Drug Ontology Studies (VDOS 2013) collocated with Semantic Trilogy 2013, July (3rd Quarter/Summer), 2013.
"BLUSNO: A System for Orientation, Visualization, and Quality Assurance of SNOMED CT Using Abstraction Networks"
4th International Conference on Biomedical Ontology ICBO 2013, July (3rd Quarter/Summer), 2013.
"Choosing the Granularity of Abstraction Networks for Orientation and Quality Assurance of the Sleep Domain Ontology"
4th International Conference on Biomedical Ontology ICBO 2013, July (3rd Quarter/Summer), 2013.
"Social Infobuttons: Integrating Open Health Data with Social Data using Semantic Technology"
Proceedings of the Fifth Workshop on Semantic Web Information Management (SWIM), June, 2013.
"Deriving an Abstraction Network to Support Quality Assurance in OCRe"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"New Abstraction Networks and a New Visualization Tool in Support of Auditing the SNOMED CT Content"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"Using Gamification and Crowdsourcing to Enhance Terminology Auditing"
Proceedings of the American Medical Informatics Association (AMIA) Annual Meeting, November, 2012.
"Semantic search over the web (SSW) - Second ediition"
2nd International Workshop on Semantic Search over the Web, SSW 2012, August, 2012.
"Enhancing the Famous People Ontology by Mining a Social Network"
2ND INTERNATIONAL WORKSHOP ON SEMANTIC SEARCH OVER THE WEB (SSW 2012), August, 2012.
"Epidemic Outbreak and Spread Detection System Based on Twitter Data"
Health Information Science - First International Conference, HIS 2012, April (2nd Quarter/Spring), 2012.
"Histogram Difference String Distance for Enhancing Ontology Integration in Bioinformatics"
4th International Conference on Bioinformatics and Computational Biology (BICoB), March, 2012.
"Google Knows Who Is Famous Today — Building an Ontology From Search Engine Knowledge and DBpedia"
Proceedings of the Fifth IEEE International Conference on Semantic Computing (ICSC 2011), September, 2011.
"Enhancing the interface for ontology supported homonym search"
SSW 2011: Semantic Search on the Web (LNBIP), June, 2011.
"A Survey of Direct Users and Uses of SNOMED CT: 2010 Status"
American Medical Informatics Association Annu Symp Proc, November, 2010.
"Auditing SNOMED Integration into the UMLS for Duplicate Concepts"
American Medical Informatics Association Annu Symp Proc, November, 2010.
"Predicting Web Search Hit Counts"
IEEE/WIC/ACM WI-IAT 2010 International Conference on Web Intelligence and Intelligent Agent Technology, August, 2010.
"Shortest path edit distance for detecting duplicate biological entities"
The 2010 ACM International Conference on Bioinformatics and Computational Biology/ACM, August, 2010.
"Auditing SNOMED Relationships Using a Converse Abstraction Network"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Comparing Inconsistent Relationship Configurations Indicating UMLS Errors"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Proposal for yet another desideratum for terminologies and the UMLS: Uniqueness of preferred terms, and problems detected assuming it holds"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Semantic Visualization of UMLS Chemical Intersection Types"
Proceedings of the American Medical Informatics Association, Omnipress, November, 2009.
"Enriching Ontology for Deep Web Search"
Proceedings of DEXA, Springer Verlag, September, 2008.
"Assessment for ontology-supported deep web search"
Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008, July (3rd Quarter/Summer), 2008.
"Evaluating ontologies based on the naturalness of their preferred terms"
Proceedings of the Annual Hawaii International Conference on System Sciences 2008, January (1st Quarter/Winter), 2008.
"Evaluation of a UMLS Auditing Process of Semantic Type Assignments"
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2007.
"Piecewise synonyms for enhanced UMLS source terminology integration"
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium, 2007.
"Automatic generation of ontology from the Deep Web"
Proceedings - International Workshop on Database and Expert Systems Applications, DEXA 2007, September, 2007.
"Rating the naturalness of ontology taxonomies"
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007 200, May, 2007.
"HIS-KCWater: Context-aware geospatial data and service integration"
Proceedings of the ACM Symposium on Applied Computing, March, 2007.
"Semantic deep web: Automatic attribute extraction from the deep web data sources"
Proceedings of the ACM Symposium on Applied Computing, March, 2007.
"A data mining based genetic algorithm"
Proc. - The Fourth IEEE Workshop on Software Technol. for Future Embedded and Ubiquitous Syst., SEUS 2006 andthe Second Int. Workshop on Collaborative Comput., Integr., and Assur., WCCIA 2006, April (2nd Quarter/Spring), 2006.
"Fuzzy Virtual Card Agent for customizing divisible card payments"
6th International Conference on E-Commerce and Web Technologies, EC-Web 2005, August, 2005.
"Monitoring and updating regulations and policies for government services"
4th International Conference on Eelctronic Government, EGOV 2005; Copenhagen; Denmark, August, 2005.
"Towards intelligent Web services for automating medical service composition"
Proceedings - IEEE International Conference on Web Services 2004, July (3rd Quarter/Summer), 2004.
"Compositional knowledge management for medical services on Semantic Web"
Thirteenth International World Wide Web Conference Proceedings, WWW2004, May, 2004.
"The importance of ownership for e-commerce"
IFIP Advances in Information and Communication Technology, 2003.
"Using internet glossaries to determine interests from home pages"
4th International Conference on E-Commerce and Web Technology, EC-Web 2003, September, 2003.
"Auditing the UMLS for redundant classifications"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2002.
"Enriching the structure of the UMLS semantic network"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2002.
"A component-based architecture for adaptive, collaborative web-based learning"
1st International Conference on Web-Based Learning, ICWL 2002, August, 2002.
"A metaschema of the UMLS based on a partition of its semantic network"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 2001.
"A structural partition of the Unified Medical Language System's Semantic Network"
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB 2000, November, 2000.
"Extracting a partition from a complex schema of a medical terminology"
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB 2000, November, 2000.
"Modeling the UMLS using an OODB"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 1999.
"Converting an integrated hospital formulary into an object-oriented database representation"
Proceedings / AMIA ... Annual Symposium. AMIA Symposium, 1998.
""
Proceedings : a conference of the American Medical Informatics Association / ... AMIA Annual Fall Symposium. AMIA Fall Symposium, 1996.
"Modeling a vocabulary in an object-oriented database"
International Conference on Information and Knowledge Management, Proceedings, November, 1996.
"Identifying a forest hierarchy in an OODB specialization hierarchy satisfying disciplined modeling"
Proceedings - 1st IFCIS International Conference on Cooperative Information Systems, CoopIS 1996, June, 1996.
""
Proceedings of the 2nd International Conference on Information and Knowledge Management, November, 1993.
"Representing transitive relationships with parallel node sets"
Proceedings of the IEEE Workshop on Advances in Parallel and Distributed Systems, APADS 1993, October (4th Quarter/Autumn), 1993.
"Computing access relevance to support path-method generation in interoperable multi-OODB"
Proceedings - RIDE-IMS 1993: 3rd International Workshop on Research Issues in Data Engineering: Interoperability in Multidatabase Systems, April (2nd Quarter/Spring), 1993.
"“Part” relations for object-oriented databases"
11th International Conference on Entity-Relationship Approach, ER 1992, October (4th Quarter/Autumn), 1992.
"Algorithms for structural schema integration"
Proceedings of the Second International Conference on Systems Integration, June, 1992.
"Structural schema integration in heterogeneous multi-database systems using the Dual Model"
Proceedings - 1st International Workshop on Interoperability in Multidatabase Systems, IMS 1991, April (2nd Quarter/Spring), 1991.
"A theoretical underlying dual model for knowledge-based systems"
Proceedings of the First International Conference on Systems Integration - ICSI '90, April (2nd Quarter/Spring), 1990.
"Order dependence of declarative knowledge representation"
November, 1989.
"Knowledge based modeling of circuit boards"
Proceedings of the Annual Reliability and Maintainability Symposium, 1987.
COLLAPSE
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US20170039295A1, 2017.
""
US9286381B2, 2016.
"Optimized ontology based internet search systems and methods"
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"How to Summarize Big Knowledge Subjects"
International Conference on Biological Ontology & BioCreative, August, 2016.
"Professionalize CS Education Now. Letter to the Editor. "
Communications of the ACM (July 2016), July (3rd Quarter/Summer), 2016.
US20170039295A1, 2017.
""
US9286381B2, 2016.
"Optimized ontology based internet search systems and methods"
US9262527B2, 2016.
"How to Summarize Big Knowledge Subjects"
International Conference on Biological Ontology & BioCreative, August, 2016.
"Professionalize CS Education Now. Letter to the Editor. "
Communications of the ACM (July 2016), July (3rd Quarter/Summer), 2016.
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"Neighborhood auditing tool and user interface"
US8788974, July (3rd Quarter/Summer), 2014.
"Developing Cyber Security Ontology and Linked Data of Security Knowledge Network"
The 27th International Conference of the Florida Artificial Intelligence Research Society (Flairs-27), May, 2014.
"Intersection ontologies for organizing data"
US7636702, December, 2009.
US8788974, July (3rd Quarter/Summer), 2014.
"Developing Cyber Security Ontology and Linked Data of Security Knowledge Network"
The 27th International Conference of the Florida Artificial Intelligence Research Society (Flairs-27), May, 2014.
"Intersection ontologies for organizing data"
US7636702, December, 2009.
COLLAPSE
Chapter
X. Ji, S. A. Chun, James Geller.
"Knowledge-based tweet classification for disease sentiment monitoring."
"Studies in Computational Intelligence,"
pp. 425-454. 2016.
Yoo Jung An, Kuo-Chuna Huang, Soon Ae Chun, James Geller. "A formal approach to evaluating Medical ontology systems using Naturalness." "Innovations in Data Methodologies and Computational Algorithms for Medical Applications," pp. 1-18. 2012.
James Geller. "Ontologies and Medical Terminologies." In John Wang, eds., pp. 1463-1469. Encyclopedia of Data Warehousing and Mining, Second Edition, IGI Global, 2009.
X. Zhou, James Geller. "Raising, to enhance rule mining in Web marketing with the use of an ontology." "Data Mining with Ontologies: Implementations, Findings, and Frameworks," pp. 18-36. 2007.
James Geller, S. Parikh, S. Krishnan. "Blog mining for the Fortune 500." "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)," pp. 379-391. 2007.
Yoo Jung An, Kuo-Chuna Huang, Soon Ae Chun, James Geller. "A formal approach to evaluating Medical ontology systems using Naturalness." "Innovations in Data Methodologies and Computational Algorithms for Medical Applications," pp. 1-18. 2012.
James Geller. "Ontologies and Medical Terminologies." In John Wang, eds., pp. 1463-1469. Encyclopedia of Data Warehousing and Mining, Second Edition, IGI Global, 2009.
X. Zhou, James Geller. "Raising, to enhance rule mining in Web marketing with the use of an ontology." "Data Mining with Ontologies: Implementations, Findings, and Frameworks," pp. 18-36. 2007.
James Geller, S. Parikh, S. Krishnan. "Blog mining for the Fortune 500." "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)," pp. 379-391. 2007.
SHOW MORE
James Geller.
"E-Payment Approaches-Fuzzy Virtual Card Agent for Customizing Divisible Card Payments."
"Lecture Notes in Computer Science,"
pp. 287-296. 2005.
S. A. Chun, Y. Lee, James Geller. "Ontological and pragmatic knowledge management for Web service composition." pp. 365-373. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004.
X. Chen, X. Zhou, R. Scherl, James Geller. "Using an interest ontology for improved support in rule mining." pp. 320-329. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003.
James Geller. "Inheritance Operations in Massively Parallel Knowledge Representation." pp. 95-113. Machine Intelligence and Pattern Recognition, 1994.
S. A. Chun, Y. Lee, James Geller. "Ontological and pragmatic knowledge management for Web service composition." pp. 365-373. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004.
X. Chen, X. Zhou, R. Scherl, James Geller. "Using an interest ontology for improved support in rule mining." pp. 320-329. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003.
James Geller. "Inheritance Operations in Massively Parallel Knowledge Representation." pp. 95-113. Machine Intelligence and Pattern Recognition, 1994.
COLLAPSE
Book
Xiaoxia Yin, James Geller, Ye Li, Rui Zhou, Hua Wang, Yanchun Zhang.
"Deep self-taught learning for detecting drug abuse risk behavior in tweets."
Lecture Notes in Computer Science Volume 10038 2016 Health Information Science 5th International Conference Proceedings, 2016.
Magazine/Trade Publication
"Beware BYOD"
Communications of the ACM, September, 2013.
Communications of the ACM, September, 2013.
Translation or Transcription
"How Science Can Ensure Integrity and Quality: A Thesis (Reprinted by Request of Editor)"
Canadian Association of University Teachers Bulletin, April (2nd Quarter/Spring), 2012.
"How Science Can Ensure Integrity and Quality: A Thesis"
Academe, January (1st Quarter/Winter), 2012.
Canadian Association of University Teachers Bulletin, April (2nd Quarter/Spring), 2012.
"How Science Can Ensure Integrity and Quality: A Thesis"
Academe, January (1st Quarter/Winter), 2012.