| 2015 | A unified approach for domain-specific tweet sentiment analysis. | Patricia L. V. Ribeiro, Li Weigang, Tiancheng Li |
| 2015 | Determination, separation, and tracking of an unknown time varying number of maneuvering sources by Bayes joint decision-estimation. | Reza Rezaie, X. Rong Li |
| 2015 | The multiple model labeled multi-Bernoulli filter. | Stephan Reuter, Alexander Scheel, Klaus Dietmayer |
| 2015 | Terminative joint sequential object detection and tracking based on fused test statistics. | Mengqi Ren, Ruixin Niu |
| 2015 | Fast imbalanced classification of healthcare data with missing values. | Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko |
| 2015 | Labeled multi-Bernoulli track-before-detect for multi-target tracking in video. | Tharindu Rathnayake, Amirali Khodadadian Gostar, Reza Hoseinnezhad, Alireza Bab-Hadiashar |
| 2015 | On resilience of cyber-physical infrastructures using discrete product-form games. | Nageswara S. V. Rao, Chris Y. T. Ma, Urvashi Shah, Jun Zhuang, Fei He, David K. Y. Yau |
| 2015 | Fusion of face and periocular information for improved authentication on smartphones. | Kiran B. Raja, Ramachandra Raghavendra, Martin Stokkenes, Christoph Busch |
| 2015 | Face image resolution enhancement based on weighted fusion of wavelet decomposition. | Ramachandra Raghavendra, Christoph Busch |
| 2015 | New trends in radio network positioning. | Kamiar Radnosrati, Fredrik Gunnarsson, Fredrik Gustafsson |
| 2015 | The Kalman Laplace filter: A new deterministic algorithm for nonlinear Bayesian filtering. | Paul Bui Quang, Christian Musso, Franois Le Gland |
| 2015 | Adaptive upper-bound linear mean square error filter of Markovian jump linear systems with generalized unknown disturbances. | Yuemei Qin, Yan Liang, Yanbo Yang, Quan Pan, Yanting Yang |
| 2015 | Sensor selection from independence graphs using submodularity. | Thomas Powers, David W. Krout, Les Atlas |
| 2015 | Bayesian broadband passive sonar tracking. | Ryan Jesse Pirkl, Bryan A. Yocom, Jason Matthew Aughenbaugh |
| 2015 | Bayesian passive sonar tracking with conventional beamformer-level data. | Ryan Jesse Pirkl, Jason Matthew Aughenbaugh |
| 2015 | Distributed analytics and information science. | Tien Pham, Gregory H. Cirincione, Ananthram Swami, Gavin Pearson, Christopher Williams |
| 2015 | Multimodal circular filtering using Fourier series. | Florian Pfaff, Gerhard Kurz, Uwe D. Hanebeck |
| 2015 | Online playtime prediction for cognitive video streaming. | Devaki Rani Pasupuleti, Pujitha Mannaru, Balakumar Balasingam, Marcus Baum, Krishna R. Pattipati, Peter Willett, C. Lintz, G. Commeau, F. Dorigo, J. Fahrny |
| 2015 | Efficient information planning in Gaussian MRFs. | Georgios Papachristoudis, John W. Fisher III |
| 2015 | Multiway histogram intersection for multi-target tracking. | Yu Pang, Xinchu Shi, Bin Jia, Erik Blasch, Carolyn Sheaff, Khanh Pham, Genshe Chen, Haibin Ling |
| 2015 | Data-driven detection and context-based classification of maritime anomalies. | Giuliana Pallotta, Anne-Laure Jousselme |
| 2015 | Markov logic networks for multi-level fusion support to intelligence analysis. | Martin Oxenham, Zhuoyun Ao, Glenn Burgess, Edwin El-Mahassni |
| 2015 | ComTrustO: Composite trust-based ontology framework for information and decision fusion. | Alessandro Oltramari, Jin-Hee Cho |
| 2015 | Treatment of biased and dependent sensor data in graph-based SLAM. | Benjamin Noack, Simon J. Julier, Uwe D. Hanebeck |
| 2015 | Cyclic Bayesian Cramr-Rao bound for filtering in circular state space. | Eyal Nitzan, Tirza Routtenberg, Joseph Tabrikian |