Vincent Oria
Vincent Oria
Professor, Computer Science
4302 Guttenberg Information Technologies Center (GITC)
Education
Ph.D.; ; ;
2024 Fall Courses
CS 631 - DATA MGT SYSTEMS DESIGN
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
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
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
Marroquin, Russell D., & Sadykov, Viacheslav, & Kosovichev, Alexander G., & Kitiashvili, Irina N., & Oria, Vincent, & Nita, Gelu M., & Illarionov, Egor, & O'Keefe, Patrick M., & Francis, Fraila, & Chong, Chun Jie, & Kosovich, Paul, & Ali, Aatiya (2023). Statistical Study of the Correlation between Solar Energetic Particles and Properties of Active Regions. Astrophys.J., 952(2), 97.
Ali, Aatiya, & Sadykov, Viacheslav, & Kosovichev, Alexander G., & Kitiashvili, Irina N., & Oria, Vincent, & Nita, Gelu M., & Illarionov, Egor, & O'Keefe, Patrick M., & Francis, Fraila, & Chong, Chun-Jie, & Kosovich, Paul, & Marroquin, Russell D. (2023). Predicting Solar Proton Events of Solar Cycles 22-24 using GOES Proton \& Soft X-Ray Flux Statistics. arXiv e-prints, arXiv:2303.05446.
O'Keefe, Patrick M., & Sadykov, Viacheslav, & Kosovichev, Alexander G., & Kitiashvili, Irina N., & Oria, Vincent, & Nita, Gelu M., & Francis, Fraila, & Chong, Chun-Jie, & Kosovich, Paul, & Ali, Aatiya, & Marroquin, Russell D. (2023). The Random Hivemind: An Ensemble Deep Learner. A Case Study of Application to Solar Energetic Particle Prediction Problem. arXiv e-prints, arXiv:2303.08092.
Nita, Gelu M., & Ahmadzadeh, Azim, & Criscuoli, Serena, & Davey, Alisdair, & Gary, Dale E., & Georgoulis, Manolis, & Hurlburt, Neal, & Kitiashvili, Irina, & Kempton, Dustin, & Kosovichev, Alexander G., & Martens, Piet, & McGranaghan, Ryan, & Oria, Vincent, & Reardon, Kevin, & Sadykov, Viacheslav, & Timmons, Ryan, & Wang, Haimin, & Wang, Jason T.~L., (2022). Revisiting the Solar Research Cyberinfrastructure Needs: A White Paper of Findings and Recommendations. arXiv e-prints, arXiv:2203.09544.
Nita, Gelu M., & Georgoulis, Manolis, & Kitiashvili, Irina, & Sadykov, Viacheslav, & Camporeale, Enrico, & Kosovichev, Alexand er, & Wang, Haimin, & Oria, Vincent, & Wang, Jason T., & Angryk, Rafal, & Aydin, Berkay, & Ahmadzadeh, Azim, & Bai, Xiaoli, & Bastian, Timothy, & Filali Boubrahimi, Soukaina, & Chen, Bin, & Davey, Alisdair, & Fereira, Sheldon, & Fleishman, Gregory David, & Gary, Dale E., & Gerrard, Andrew J., & Hellbourg, Gregory, & Herbert, Katherine, & Ireland, Jack, & Illarionov, Egor, & Kuroda, Natsuha, & Li, Qin, & Liu, Chang, & Liu, Yuexin, & Kim, Hyomin, & Kempton, Dustin, & Ma, Ruizhe, & Martens, Petrus, & McGranaghan, Ryan, & Semones, Edward, & Stefan, John, & Stejko, Andrey, & Collado-Vega, Yaireska, & Wang, Meiqi, & Xu, Yan, & Yu, Sijie (2020). Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. arXiv e-prints, arXiv:2006.12224.
Ali, Aatiya, & Sadykov, Viacheslav, & Kosovichev, Alexander G., & Kitiashvili, Irina N., & Oria, Vincent, & Nita, Gelu M., & Illarionov, Egor, & O'Keefe, Patrick M., & Francis, Fraila, & Chong, Chun-Jie, & Kosovich, Paul, & Marroquin, Russell D. (2023). Predicting Solar Proton Events of Solar Cycles 22-24 using GOES Proton \& Soft X-Ray Flux Statistics. arXiv e-prints, arXiv:2303.05446.
O'Keefe, Patrick M., & Sadykov, Viacheslav, & Kosovichev, Alexander G., & Kitiashvili, Irina N., & Oria, Vincent, & Nita, Gelu M., & Francis, Fraila, & Chong, Chun-Jie, & Kosovich, Paul, & Ali, Aatiya, & Marroquin, Russell D. (2023). The Random Hivemind: An Ensemble Deep Learner. A Case Study of Application to Solar Energetic Particle Prediction Problem. arXiv e-prints, arXiv:2303.08092.
Nita, Gelu M., & Ahmadzadeh, Azim, & Criscuoli, Serena, & Davey, Alisdair, & Gary, Dale E., & Georgoulis, Manolis, & Hurlburt, Neal, & Kitiashvili, Irina, & Kempton, Dustin, & Kosovichev, Alexander G., & Martens, Piet, & McGranaghan, Ryan, & Oria, Vincent, & Reardon, Kevin, & Sadykov, Viacheslav, & Timmons, Ryan, & Wang, Haimin, & Wang, Jason T.~L., (2022). Revisiting the Solar Research Cyberinfrastructure Needs: A White Paper of Findings and Recommendations. arXiv e-prints, arXiv:2203.09544.
Nita, Gelu M., & Georgoulis, Manolis, & Kitiashvili, Irina, & Sadykov, Viacheslav, & Camporeale, Enrico, & Kosovichev, Alexand er, & Wang, Haimin, & Oria, Vincent, & Wang, Jason T., & Angryk, Rafal, & Aydin, Berkay, & Ahmadzadeh, Azim, & Bai, Xiaoli, & Bastian, Timothy, & Filali Boubrahimi, Soukaina, & Chen, Bin, & Davey, Alisdair, & Fereira, Sheldon, & Fleishman, Gregory David, & Gary, Dale E., & Gerrard, Andrew J., & Hellbourg, Gregory, & Herbert, Katherine, & Ireland, Jack, & Illarionov, Egor, & Kuroda, Natsuha, & Li, Qin, & Liu, Chang, & Liu, Yuexin, & Kim, Hyomin, & Kempton, Dustin, & Ma, Ruizhe, & Martens, Petrus, & McGranaghan, Ryan, & Semones, Edward, & Stefan, John, & Stejko, Andrey, & Collado-Vega, Yaireska, & Wang, Meiqi, & Xu, Yan, & Yu, Sijie (2020). Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. arXiv e-prints, arXiv:2006.12224.
SHOW MORE
Nita, Gelu M., & Angryk, Rafal, & Aydin, Berkay, & Banda, Juan, & Bastian, Tim, & Berger, Tom, & Bindi, Veronica, & Boucheron, Laura, & Cao, Wenda, & Christian, Eric, & de
Nolfo, Georgia, & DeLuca, Edward, & DeRosa, Marc, & Downs, Cooper, & Fleishman, Gregory David, & Fuentes, Olac, & Gary, Dale E., & Hill, Frank, & Hoeksema, Todd, & Hu, Qiang, & Ilie, Raluca, & Ireland, Jack, & Kamalabadi, Farzad, & Korreck, Kelly, & Kosovichev, Alexander G., & Lin, Jessica, & Lugaz, Noe, & Mannucci, Anthony, & Mansour, Nagi, & Martens, Petrus, & Mays, Leila, & McAteer, James, & McIntosh, Scott W., & Oria, Vincent, & Pan, David, & Panesi, Marco, & Pesnell, W. Dean, & Pevtsov, Alexei, & Pillet, Valentin, & Rachmeler, Laurel, & Ridley, Aaron, & Scherliess, Ludger, & Toth, Gabor, & Velli, Marco, & White, Stephen, & Zhang, Jie, & Zou, Shasha (2018). Roadmap for Reliable Ensemble Forecasting of the Sun-Earth System. arXiv e-prints, arXiv:1810.08728.
Ranjan, Shubha, & Sadykov, V, & Oria, Vincent, & Nita, Gelu M., & Kosovichev, Alexander G. (2017). Heliophysics Portal-Multi-Instrument Database of Solar Flares. NASA Report,
Houle, Michael E., & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2017). Query Expansion for Content-Based Similarity Search Using Local and Global Features. Multimedia Computing, Communications, and Applications (TOMM), 13(3), 1-25.
Sadykov, V.M., & Kosovichev, A.G., & Oria, Vincent, & Nita, G.M. (2017). An Interactive Multi-instrument Database of Solar Flares. The Astrophysical Journal, Supplement, 231, 6.
Houle, Michael E, & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2016). Efficient Similarity Search within User-Specified Projective Subspaces. Information Systems Journal , 59, 2-14.
Codreanu, Dana , & Oria, Vincent, & Péninou, André , & Sèdes, Florence (2016). Spatio-temporal metadata filtering and synchronising in video-surveillance. Ingénierie des Systèmes d'Information, 21(3), 75-91.
Houle, Michael E, & Xiguo, Ma, & Oria, Vincent (2015). Effective and Efficient Algorithms for Flexible Aggregate. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(12), 3258-3273 .
Sandu Popa, Iulian , & Zeitouni, Karine , & Oria, Vincent, & Kharrat, Ahmed (2015). Spatio-temporal compression of trajectories in road networks. GeoInformatica, 19(1), 117-145 .
Houle, Michael, & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2014). Improving the quality of K-NN graphs through vector sparsification: application to image databases. International Journal of Multimedia Information Retrieval, 3(4), 259-274.
Yu, Yi, & Zimmermann, Roger, & Wang, Ye , & Oria, Vincent (2013). Scalable Content-Based Music Retrieval Using Chord Progression Histogram and Tree-Structure LSH. IEEE Transactions on Multimedia , 15(8), 1969-1981 .
Houle, Michael, & Oria, Vincent, & Satoh, Shin'ichi , & Sun, Jichao (2013). Annotation Propagation in Image Databases Using Similarity Graphs. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 10(1),
Sandu Popa, Iulian , & Zeitouni, Karine, & Oria, Vincent, & Barth, Dominique, & Vial, Sandrine (2011). Indexing in-network trajectory flows. VLDB Journal, 20(5), 643-669.
Li, Zhang, & Bieber, Michael P., & Song, Min, & Oria, Vincent, & Millard, David (2011). Supplementing virtual documents with just-in-time hypermedia functionality. International Journal on Digital Libraries,
Yu, Yi, & Joe, Kazuki, & Oria, Vincent, & Moerchen, Fabian, & Downie, Stephen J., & Chen, Lei (2009). Multi-Version Music Search Using Acoustic Feature Union and Exact Soft mapping. In International Journal of Semantic Computing (IJSC), 3(2), 209-234.
Ranjan, Shubha, & Sadykov, V, & Oria, Vincent, & Nita, Gelu M., & Kosovichev, Alexander G. (2017). Heliophysics Portal-Multi-Instrument Database of Solar Flares. NASA Report,
Houle, Michael E., & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2017). Query Expansion for Content-Based Similarity Search Using Local and Global Features. Multimedia Computing, Communications, and Applications (TOMM), 13(3), 1-25.
Sadykov, V.M., & Kosovichev, A.G., & Oria, Vincent, & Nita, G.M. (2017). An Interactive Multi-instrument Database of Solar Flares. The Astrophysical Journal, Supplement, 231, 6.
Houle, Michael E, & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2016). Efficient Similarity Search within User-Specified Projective Subspaces. Information Systems Journal , 59, 2-14.
Codreanu, Dana , & Oria, Vincent, & Péninou, André , & Sèdes, Florence (2016). Spatio-temporal metadata filtering and synchronising in video-surveillance. Ingénierie des Systèmes d'Information, 21(3), 75-91.
Houle, Michael E, & Xiguo, Ma, & Oria, Vincent (2015). Effective and Efficient Algorithms for Flexible Aggregate. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(12), 3258-3273 .
Sandu Popa, Iulian , & Zeitouni, Karine , & Oria, Vincent, & Kharrat, Ahmed (2015). Spatio-temporal compression of trajectories in road networks. GeoInformatica, 19(1), 117-145 .
Houle, Michael, & Ma, Xiguo, & Oria, Vincent, & Sun, Jichao (2014). Improving the quality of K-NN graphs through vector sparsification: application to image databases. International Journal of Multimedia Information Retrieval, 3(4), 259-274.
Yu, Yi, & Zimmermann, Roger, & Wang, Ye , & Oria, Vincent (2013). Scalable Content-Based Music Retrieval Using Chord Progression Histogram and Tree-Structure LSH. IEEE Transactions on Multimedia , 15(8), 1969-1981 .
Houle, Michael, & Oria, Vincent, & Satoh, Shin'ichi , & Sun, Jichao (2013). Annotation Propagation in Image Databases Using Similarity Graphs. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 10(1),
Sandu Popa, Iulian , & Zeitouni, Karine, & Oria, Vincent, & Barth, Dominique, & Vial, Sandrine (2011). Indexing in-network trajectory flows. VLDB Journal, 20(5), 643-669.
Li, Zhang, & Bieber, Michael P., & Song, Min, & Oria, Vincent, & Millard, David (2011). Supplementing virtual documents with just-in-time hypermedia functionality. International Journal on Digital Libraries,
Yu, Yi, & Joe, Kazuki, & Oria, Vincent, & Moerchen, Fabian, & Downie, Stephen J., & Chen, Lei (2009). Multi-Version Music Search Using Acoustic Feature Union and Exact Soft mapping. In International Journal of Semantic Computing (IJSC), 3(2), 209-234.
COLLAPSE
Conference Proceeding
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
Compression of Solar Spectroscopic Observations: a Case Study of Mg II k Spectral Line Profiles Observed by NASA's IRIS Satellite
IEEE, June 2021
Interactive Multi-Instrument Database of Solar Flares (IMIDSF)
August 2017
UCS: Ultimate Course Search
14th International Workshop on Content-Based Multimedia Indexing, June 2016
December 2022
All-Clear Prediction of Solar Proton Events with Machine Learning
October (4th Quarter/Autumn) 2022
Compression of Solar Spectroscopic Observations: a Case Study of Mg II k Spectral Line Profiles Observed by NASA's IRIS Satellite
IEEE, June 2021
Interactive Multi-Instrument Database of Solar Flares (IMIDSF)
August 2017
UCS: Ultimate Course Search
14th International Workshop on Content-Based Multimedia Indexing, June 2016
SHOW MORE
Indexing Multimedia Learning Materials in Ultimate Course Search
Proc. of The 14th International Workshop on Content-Based Multimedia Indexing (CBMI '16), June 2016
Flexible Aggregate Similarity Search in High-Dimensional Data Sets
International Conference on Similarity Search and Application , October (4th Quarter/Autumn) 2015
Efficient Algorithms for Similarity Search in Axis-Aligned Subspaces
7th International Conference on Similarity Search and Applications, October (4th Quarter/Autumn) 2014
Improving the Quality of K-NN Graphs for Image Databases through Vector Sparsification
International Conference on Multimedia Retrieval, ICMR '14, April (2nd Quarter/Spring) 2014
Slide localization in video sequence by using a rapid and suitable segmentation in marginal space
Proceedings of SPIE Volume 9015, Color Imaging XIX: Displaying, Processing, Hardcopy, and Applications, January (1st Quarter/Winter) 2014
Dimensional Testing for Multi-Step Similarity Search
IEEE International Conference on Data Mining, December 2012
Recognition and Summarization of Chord Progressions and their Application to Music Information Retrieval
IEEE International Symposium on Multimedia, December 2012
Towards a Privacy Preserving Personal Photo Album Manager with Semantic Classification, Indexing and Querying Capabilities
ACM International Conference on Multimedia, November 2011
Knowledge propagation in large image databases using neighborhood information
ACM International Conference on Multimedia, November 2011
Job opportunities and career perspective for fresh graduates of the multimedia community
ACM Multimedia 2011, November 2011
Active caching for similarity queries based on shared-neighbor information
October (4th Quarter/Autumn) 2010
Combining Multi-Probe Histogram and Order-Statistics Based LSH for Scalable Audio Content Retrieval
Proceedings of ACM international conference on Multimedia (ACM MM’10), October (4th Quarter/Autumn) 2010
Recommender system for MIR research community
Proceedings of the 2010 Joint International Conference on Digital Libraries, June 2010
PARINET: A Tunable Access Method for in-Network Trajectories
26th IEEE International Conference on Data Engineering, March 2010
A Partial Order Based Active Cache for Recommender Systems
Third ACM Conference on Recommender Systems, November 2009
Local summarization and multi-level LSH for retrieving multi-variant audio tracks
Proceedings of the 17th International Conference on Multimedia 2009 (ACM MM’09), ACM, October (4th Quarter/Autumn) 2009
GRE: Hybrid Recommendations for NSDL Collections
Joint Conference on Digital Libraries, June 2009
Proc. of The 14th International Workshop on Content-Based Multimedia Indexing (CBMI '16), June 2016
Flexible Aggregate Similarity Search in High-Dimensional Data Sets
International Conference on Similarity Search and Application , October (4th Quarter/Autumn) 2015
Efficient Algorithms for Similarity Search in Axis-Aligned Subspaces
7th International Conference on Similarity Search and Applications, October (4th Quarter/Autumn) 2014
Improving the Quality of K-NN Graphs for Image Databases through Vector Sparsification
International Conference on Multimedia Retrieval, ICMR '14, April (2nd Quarter/Spring) 2014
Slide localization in video sequence by using a rapid and suitable segmentation in marginal space
Proceedings of SPIE Volume 9015, Color Imaging XIX: Displaying, Processing, Hardcopy, and Applications, January (1st Quarter/Winter) 2014
Dimensional Testing for Multi-Step Similarity Search
IEEE International Conference on Data Mining, December 2012
Recognition and Summarization of Chord Progressions and their Application to Music Information Retrieval
IEEE International Symposium on Multimedia, December 2012
Towards a Privacy Preserving Personal Photo Album Manager with Semantic Classification, Indexing and Querying Capabilities
ACM International Conference on Multimedia, November 2011
Knowledge propagation in large image databases using neighborhood information
ACM International Conference on Multimedia, November 2011
Job opportunities and career perspective for fresh graduates of the multimedia community
ACM Multimedia 2011, November 2011
Active caching for similarity queries based on shared-neighbor information
October (4th Quarter/Autumn) 2010
Combining Multi-Probe Histogram and Order-Statistics Based LSH for Scalable Audio Content Retrieval
Proceedings of ACM international conference on Multimedia (ACM MM’10), October (4th Quarter/Autumn) 2010
Recommender system for MIR research community
Proceedings of the 2010 Joint International Conference on Digital Libraries, June 2010
PARINET: A Tunable Access Method for in-Network Trajectories
26th IEEE International Conference on Data Engineering, March 2010
A Partial Order Based Active Cache for Recommender Systems
Third ACM Conference on Recommender Systems, November 2009
Local summarization and multi-level LSH for retrieving multi-variant audio tracks
Proceedings of the 17th International Conference on Multimedia 2009 (ACM MM’09), ACM, October (4th Quarter/Autumn) 2009
GRE: Hybrid Recommendations for NSDL Collections
Joint Conference on Digital Libraries, June 2009
COLLAPSE
Other
Development of Intelligent Databases and Analysis Tools for Heliophysics
Wiley, January (1st Quarter/Winter) 2022
Wiley, January (1st Quarter/Winter) 2022
Chapter
Oria, Vincent, & Li, Ying, & Dorai, Chitra , & Houle, Michael E (2014). Multimedia Databases: Description, Analysis, Modeling and Retrieval, Computing Handbook. (pp. 14: 1-28). CRC Press: Computing Handbook