CVDI-Related Publications

Wojtkiewicz, J.; Hosseini, M.; Gottumukkala, R.; Chambers, T.L. Hour-Ahead Solar Irradiance Forecasting Using Multivariate Gated Recurrent Units. Energies 2019, 12, 4055.

Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala. Deep Multi-view Learning to Rank. IEEE Trans. on Knowledge and Data Engineering. 2019. https://doi.org/10.1109/TKDE.2019.2942590

Katragadda, Satya, Raju Gottumukkala, Siva Venna, Nicholas Lipari, Shailendra Gaikwad, Murali Pusala, Jian Chen, Christoph W. Borst, Vijay Raghavan, and Magdy Bayoumi. VAStream: A Visual Analytics System for Fast Data Streams. In Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning). pp. 76 – 83. ACM. July 28- August 1, 2019. Chicago, IL.

Yuan An, Siling Chen, Nicholas Locantore, Matthew Allinder, Divya Mohan, and Russell Bowler. The Utility of Shapelets for Analyzing Physical Activity of COPD Patients and non-COPD controls. IEEE International Conference on Biomedical and Bioinformatics (BIBM 2019). Nov 2019. San Diego, CA.

Seyedkoosha Mirhosseini, Parmida Ghahremani, Sushant Ojar, Joseph Marino, Arie Kaufman. Exploration of Large Omnidirectional Images in Immersive Environments. 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). March 2019. DOI: 10.1109/VR.2019.8797777.

Morteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, and Moncef Gabbouj. Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. IEEE Journal of Biomedical and Health Informatics. March 2019. DOI: 10.1109/JBHI.2019.2906400

Seyedkoosha Mirhosseini, Ievgeniia Gutenko, Sushant Ojal, Joseph Marino, Arie Kaufman. Immersive Virtual Colonoscopy. IEEE Transactions on Visualization and Computer Graphics. v.25. May 2019. DOI: 10.1109/TVCG.2019.2898763.

Tran, Serkan Kiranyaz, Moncef Gabbouj, and Alexandros Iosifidis. Heterogeneous Multilayer Generalized Operational Perceptron. IEEE Transactions on Neural Networks and Learning Systems. May 2019. DOI: 10.1109/TNNLS.2019.2914082

Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, and Alexandros Iosifidis. PyGOP: A Python Library for Generalized Operational Perceptron Algorithms. Knowledge-Based Systems. October 2019. DOI: doi.org/10.1016/j.knosys.2019.06.009

S. Narasimhaswamy. Contextual Attention for Hand Detection in the Wild. IEEE International Conference on Computer Vision workshops. October 2019.

Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras, Roy Shilkrot. DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks. IEEE/CVF International Conference on Computer Vision. October 2019. DOI: 10.1109/ICCV.2019.00022.

D.T. Tran, S. Kiranyaz, M. Gabbouj, and A. Iosifidis. Progressive Operational Perceptron with Memory. Neurocomputing. October 31, 2019.

Ping Hu, Qi Sun, Piotr Didyk, Li-Yi Wei, Arie E. Kaufman. Reducing simulator sickness with perceptual camera control ACM Transactions on Graphics (TOG). v.38. November 2019. DOI: 10.1145/3355089.3356490.

Kromkowski, P.; Li, S.; Zhao, W.; Abraham, B.; Osborne, A.; Brown, D. E. Evaluating Statistical Models for Network Traffic Anomaly Detection Systems and Information Engineering Design Symposium (SIEDS). January 2019.

Sekhon, Jasmine; Fleming, Cody. Towards Improved Testing For Deep Learning 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER). Pages 85-88. January 2019.

Kasa, Navin; Dahbura, Andrew; Ravoori, Charishma; Adams, Stephen. Improving Credit Card Fraud Detection by Profiling and Clustering Accounts 2019 Systems and Information Engineering Design Symposium (SIEDS). Pages 1-6. April 2019. doi: 10.1109/SIEDS.2019.8735623

Sun, Minghui; Rand, Krista; Fleming, Cody. 4 Dimensional waypoint generation for conflict-free trajectory based operation Aerospace Science and Technology. Volume 88. Issue C. Pages 350-361. May 2019. doi: 10.1016/j.ast.2019.03.035

Adams, Stephen; Greenspan, Steven; Velez-Rojas, Maria; Mankovski, Serge; Beling, Peter A. Data-driven simulation for energy consumption estimation in a smart home Environment Systems and Decisions. Volume 39. Issue 3. Pages 281-294. September 2019. doi: 10.1007/s10669-019-09727-1