Vincent Oria
Vincent Oria
Professor, Computer Science
4302 Guttenberg Information Technologies Center (GITC)
Education
Ph.D.; ; ;
2025 Spring Courses
CS 790A - DOCT DISSERTATION & RES
IS 701B - MASTER'S THESIS
IS 725 - INDEPENDENT STUDY I
IS 790A - DOCT DISSERTATION & RES
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
IS 792 - PRE-DOCTORAL RESEARCH
IS 488 - INDEPENDENT STUDY IN INFO
IS 776 - IS RESEARCH STUDY
CS 700B - MASTER'S PROJECT
IS 700B - MASTER'S PROJECT
IS 726 - INDEPENDENT STUDY II
CS 488 - INDEPENDENT STUDY IN CS
CS 792 - PRE-DOCTORAL RESEARCH
IS 489 - INFO UNDERGRAD THESIS RESEARCH
CS 701B - MASTER'S THESIS
IS 701B - MASTER'S THESIS
IS 725 - INDEPENDENT STUDY I
IS 790A - DOCT DISSERTATION & RES
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
IS 792 - PRE-DOCTORAL RESEARCH
IS 488 - INDEPENDENT STUDY IN INFO
IS 776 - IS RESEARCH STUDY
CS 700B - MASTER'S PROJECT
IS 700B - MASTER'S PROJECT
IS 726 - INDEPENDENT STUDY II
CS 488 - INDEPENDENT STUDY IN CS
CS 792 - PRE-DOCTORAL RESEARCH
IS 489 - INFO UNDERGRAD THESIS RESEARCH
CS 701B - MASTER'S THESIS
Past Courses
CS 431: INTRO DATABASE SYSTEMS
CS 631: DATA MANAGEMENT SYSTEM DESIGN
CS 631: DATA MGT SYSTEMS DESIGN
CS 632: ADV DATABASE SYS DESIGN
CS 731: APP OF DATA BASE SYST
MIS 645: INFORMTN SYSTEMS PRINCIPLES
CS 631: DATA MANAGEMENT SYSTEM DESIGN
CS 631: DATA MGT SYSTEMS DESIGN
CS 632: ADV DATABASE SYS DESIGN
CS 731: APP OF DATA BASE SYST
MIS 645: INFORMTN SYSTEMS PRINCIPLES
Research Interests
Multimedia Databases, Spatio-temporal Databases, Recommender Systems
Journal Article
Aatiya Ali, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Russell D. Marroquin. 2024. “Predicting Solar Proton Events of Solar Cycles 22-24 Using GOES Proton and Soft-X-Ray Flux Features.” Astrophys. J. Suppl., vol. 270, no. 1, pp. 15.
Kathryn Whitman, Ricky Egeland, Ian G. Richardson, Clayton Allison, Philip Quinn, Janet Barzilla, Irina Kitiashvili, Viacheslav Sadykov, Hazel M. Bain, Mark Dierckxsens, M. Leila Mays, Tilaye Tadesse, Kerry T. Lee, Edward Semones, Janet G. Luhmann, N\'u\~nez, Marlon, Stephen M. White, Stephen W. Kahler, Alan G. Ling, Don F. Smart, Margaret A. Shea, Valeriy Tenishev, Soukaina F. Boubrahimi, Berkay Aydin, Petrus Martens, Rafal Angryk, Michael S. Marsh, Silvia Dalla, Norma Crosby, Nathan A. Schwadron, Kamen Kozarev, Matthew Gorby, Matthew A. Young, Monica Laurenza, Edward W. Cliver, Tommaso Alberti, Mirko Stumpo, Simone Benella, Athanasios Papaioannou, Anastasios Anastasiadis, Ingmar Sandberg, Manolis K. Georgoulis, Anli Ji, Dustin Kempton, Chetraj Pandey, Gang Li, Junxiang Hu, Gary P. Zank, Eleni Lavasa, Giorgos Giannopoulos, David Falconer, Yash Kadadi, Ian Fernandes, Maher A. Dayeh, Mu\~noz-Jaramillo, Andr\'es, Subhamoy Chatterjee, Kimberly D. Moreland, Igor V. Sokolov, Ilia I. Roussev, Aleksandre Taktakishvili, Frederic Effenberger, Tamas Gombosi, Zhenguang Huang, Lulu Zhao, Nicolas Wijsen, Angels Aran, Stefaan Poedts, Athanasios Kouloumvakos, Miikka Paassilta, Rami Vainio, Anatoly Belov, Eugenia A. Eroshenko, Maria A. Abunina, Artem A. Abunin, Christopher C. Balch, Olga Malandraki, Michalis Karavolos, Bernd Heber, Johannes Labrenz, K\"uhl, Patrick, Alexander G. Kosovichev, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Yucheng Jiang, Sheldon H. Fereira, Aatiya Ali, Evangelos Paouris, Sigiava Aminalragia-Giamini, Piers Jiggens, Meng Jin, Christina O. Lee, Erika Palmerio, Alessandro Bruno, Spiridon Kasapis, Xiantong Wang, Yang Chen, Blai Sanahuja, David Lario, Carla Jacobs, Strauss, Du Toit, Ruhann Steyn, Jabus van den Berg, Bill Swalwell, Charlotte Waterfall, Mohamed Nedal, Rositsa Miteva, Momchil Dechev, Pietro Zucca, Alec Engell, Brianna Maze, Harold Farmer, Thuha Kerber, Ben Barnett, Jeremy Loomis, Nathan Grey, Barbara J. Thompson, Jon A. Linker, Ronald M. Caplan, Cooper Downs, T\"or\"ok, Tibor, Roberto Lionello, Viacheslav Titov, Ming Zhang, Pouya Hosseinzadeh. 2023. “Review of Solar Energetic Particle Prediction Models.” Advances in Space Research, vol. 72, no. 12, pp. 5161-5242.
Russell D. Marroquin, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Fraila Francis, Chun Jie Chong, Paul Kosovich, Aatiya Ali. 2023. “Statistical Study of the Correlation between Solar Energetic Particles and Properties of Active Regions.” Astrophys.J., vol. 952, no. 2, pp. 97.
Aatiya Ali, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Russell D. Marroquin. 2023. “Predicting Solar Proton Events of Solar Cycles 22-24 using GOES Proton \& Soft X-Ray Flux Statistics.” arXiv e-prints, pp. arXiv:2303.05446.
Patrick M. O'Keefe, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Aatiya Ali, Russell D. Marroquin. 2023. “The Random Hivemind: An Ensemble Deep Learner. A Case Study of Application to Solar Energetic Particle Prediction Problem.” arXiv e-prints, pp. arXiv:2303.08092.
Kathryn Whitman, Ricky Egeland, Ian G. Richardson, Clayton Allison, Philip Quinn, Janet Barzilla, Irina Kitiashvili, Viacheslav Sadykov, Hazel M. Bain, Mark Dierckxsens, M. Leila Mays, Tilaye Tadesse, Kerry T. Lee, Edward Semones, Janet G. Luhmann, N\'u\~nez, Marlon, Stephen M. White, Stephen W. Kahler, Alan G. Ling, Don F. Smart, Margaret A. Shea, Valeriy Tenishev, Soukaina F. Boubrahimi, Berkay Aydin, Petrus Martens, Rafal Angryk, Michael S. Marsh, Silvia Dalla, Norma Crosby, Nathan A. Schwadron, Kamen Kozarev, Matthew Gorby, Matthew A. Young, Monica Laurenza, Edward W. Cliver, Tommaso Alberti, Mirko Stumpo, Simone Benella, Athanasios Papaioannou, Anastasios Anastasiadis, Ingmar Sandberg, Manolis K. Georgoulis, Anli Ji, Dustin Kempton, Chetraj Pandey, Gang Li, Junxiang Hu, Gary P. Zank, Eleni Lavasa, Giorgos Giannopoulos, David Falconer, Yash Kadadi, Ian Fernandes, Maher A. Dayeh, Mu\~noz-Jaramillo, Andr\'es, Subhamoy Chatterjee, Kimberly D. Moreland, Igor V. Sokolov, Ilia I. Roussev, Aleksandre Taktakishvili, Frederic Effenberger, Tamas Gombosi, Zhenguang Huang, Lulu Zhao, Nicolas Wijsen, Angels Aran, Stefaan Poedts, Athanasios Kouloumvakos, Miikka Paassilta, Rami Vainio, Anatoly Belov, Eugenia A. Eroshenko, Maria A. Abunina, Artem A. Abunin, Christopher C. Balch, Olga Malandraki, Michalis Karavolos, Bernd Heber, Johannes Labrenz, K\"uhl, Patrick, Alexander G. Kosovichev, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Yucheng Jiang, Sheldon H. Fereira, Aatiya Ali, Evangelos Paouris, Sigiava Aminalragia-Giamini, Piers Jiggens, Meng Jin, Christina O. Lee, Erika Palmerio, Alessandro Bruno, Spiridon Kasapis, Xiantong Wang, Yang Chen, Blai Sanahuja, David Lario, Carla Jacobs, Strauss, Du Toit, Ruhann Steyn, Jabus van den Berg, Bill Swalwell, Charlotte Waterfall, Mohamed Nedal, Rositsa Miteva, Momchil Dechev, Pietro Zucca, Alec Engell, Brianna Maze, Harold Farmer, Thuha Kerber, Ben Barnett, Jeremy Loomis, Nathan Grey, Barbara J. Thompson, Jon A. Linker, Ronald M. Caplan, Cooper Downs, T\"or\"ok, Tibor, Roberto Lionello, Viacheslav Titov, Ming Zhang, Pouya Hosseinzadeh. 2023. “Review of Solar Energetic Particle Prediction Models.” Advances in Space Research, vol. 72, no. 12, pp. 5161-5242.
Russell D. Marroquin, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Fraila Francis, Chun Jie Chong, Paul Kosovich, Aatiya Ali. 2023. “Statistical Study of the Correlation between Solar Energetic Particles and Properties of Active Regions.” Astrophys.J., vol. 952, no. 2, pp. 97.
Aatiya Ali, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Egor Illarionov, Patrick M. O'Keefe, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Russell D. Marroquin. 2023. “Predicting Solar Proton Events of Solar Cycles 22-24 using GOES Proton \& Soft X-Ray Flux Statistics.” arXiv e-prints, pp. arXiv:2303.05446.
Patrick M. O'Keefe, Viacheslav Sadykov, Alexander G. Kosovichev, Irina N. Kitiashvili, Vincent Oria, Gelu M. Nita, Fraila Francis, Chun-Jie Chong, Paul Kosovich, Aatiya Ali, Russell D. Marroquin. 2023. “The Random Hivemind: An Ensemble Deep Learner. A Case Study of Application to Solar Energetic Particle Prediction Problem.” arXiv e-prints, pp. arXiv:2303.08092.
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Conference Proceeding
“Open Science Portal for Solar Energetic Particle Prediction (SEP3)”
December 2023.
“Predicting SEP All-Clear Periods With Random Hivemind Classifiers”
October (4th Quarter/Autumn) 2023.
“Using Random Hivemind Classifiers to Predict All-Clear SEP Events”
October (4th Quarter/Autumn) 2023.
“Practices for Using Data-Centric Machine Learning with Imbalanced Classes: A Case of SPE Occurrence Prediction”
December 2022.
“All-Clear Prediction of Solar Proton Events with Machine Learning”
October (4th Quarter/Autumn) 2022.
December 2023.
“Predicting SEP All-Clear Periods With Random Hivemind Classifiers”
October (4th Quarter/Autumn) 2023.
“Using Random Hivemind Classifiers to Predict All-Clear SEP Events”
October (4th Quarter/Autumn) 2023.
“Practices for Using Data-Centric Machine Learning with Imbalanced Classes: A Case of SPE Occurrence Prediction”
December 2022.
“All-Clear Prediction of Solar Proton Events with Machine Learning”
October (4th Quarter/Autumn) 2022.
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Other
“Development of Intelligent Databases and Analysis Tools for Heliophysics”
Wiley, January (1st Quarter/Winter) 2022.
Wiley, January (1st Quarter/Winter) 2022.
Chapter
Vincent Oria, Ying Li, Chitra Dorai, Michael E Houle. 2014. “Multimedia Databases: Description, Analysis, Modeling and Retrieval.” pp. 14: 1-28. CRC Press, : Computing Handbook, 2014.