| 2019 | Detection of False Data Injection Attacks in Cyber-Physical Systems using Dynamic Invariants. | Kiyoshi Nakayama, Nikhil Muralidhar, Chenrui Jin, Ratnesh Sharma |
| 2019 | Improving Machine Learning Based Detection of Freezing of Gait Using Data Synthesis Methods. | Nader Naghavi, Soheil Borhani, Eric Wade |
| 2019 | Interpretable Approximation of a Deep Reinforcement Learning Agent as a Set of If-Then Rules. | Subramanya Nageshrao, Bruno Costa, Dimitar P. Filev |
| 2019 | Denoising Internet Delay Measurements using Weak Supervision. | Anirudh Muthukumar, Ramakrishnan Durairajan |
| 2019 | Automatic CNN Compression System for Autonomous Driving. | Daichi Murata, Toru Motoya, Hiroaki Ito |
| 2019 | Image Generation and Style Transfer Using Conditional Generative Adversarial Networks. | Sharada Murali, Mohammad Reza Rajati, Somasekhar Suryadevara |
| 2019 | A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. | Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed |
| 2019 | Deep Ensemble Network for Quantification and Severity Assessment of Knee Osteoarthritis. | Mohammed Bany Muhammad, Ashraf Moinuddin, Ming Ta Michael Lee, Yanfei Zhang, Vida Abedi, Ramin Zand, Mohammed Yeasin |
| 2019 | Causal Discovery of Cyber Attack Phases. | W. Graham Mueller, Alex Memory, Kyle Bartrem |
| 2019 | Depression Detection Using Feature Extraction and Deep Learning from sMRI Images. | Marzieh Mousavian, Jianhua Chen, Steven G. Greening |
| 2019 | Software Fault Prediction Based on Fault Probability and Impact. | Salim Moudache, Mourad Badri |
| 2019 | Hyperparameter Optimization of Topological Features for Machine Learning Applications. | Francis C. Motta, John Harer, Nick Leiby, Franco Marinozzi, Scott Novotney, Gabe Rocklin, Jed Singer, Devin Strickland, Matt Vaughn, Christopher J. Tralie, Rossella Bedini, Fabiano Bini, Gilberto Bini, Hamed Eramian, Marcio Gameiro, Steven B. Haase, Hugh Haddox |
| 2019 | Domain Adaptation for Ageing State Recognition of Cables used in Power Systems. | Nathalie Morette, Thierry Ditchi, Yacine Oussar |
| 2019 | Classifying Humpback Whale Calls to Song and Non-Song Vocalizations using Bag of Words Descriptor on Acoustic Data. | Hamed Mohebbi-Kalkhoran, Chenyang Zhu, Matthew Schinault, Purnima Ratilal |
| 2019 | Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword Spotting. | Yuriy Mishchenko, Yusuf Goren, Ming Sun, Chris Beauchene, Spyros Matsoukas, Oleg Rybakov, Shiv Naga Prasad Vitaladevuni |
| 2019 | Multiscale Geometric Data Analysis via Laplacian Eigenvector Cascading. | Joshua L. Mike, Jose Perea |
| 2019 | Assessing Wireless Data Services with Machine Learning and Geostatistics. | Jose Mijangos, Glenn Bruns |
| 2019 | Through-Wall Pose Imaging in Real-Time with a Many-to-Many Encoder/Decoder Paradigm. | Kevin Meng, Yu Meng |
| 2019 | Sparse Super-Regular Networks. | Andrew W. E. McDonald, Ali Shokoufandeh |
| 2019 | Facility Locations Utility for Uncovering Classifier Overconfidence. | Karsten Maurer, Walter D. Bennette |
| 2019 | FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation. | Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Bianchi-Berthouze, Nicholas D. Lane |
| 2019 | Feature Clustering Towards Gene Selection. | Hanieh Marvi-Khorasani, Hamid Usefi |
| 2019 | Hybrid Condition Monitoring for Power Electronic Systems. | Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa |
| 2019 | Feature Changes in Source Code for Commit Classification Into Maintenance Activities. | Richard V. R. Mariano, Geanderson E. dos Santos, Markos V. de Almeida, Wladmir C. Brando |
| 2019 | One-Class Classification to Continuously Authenticate Users Based on Keystroke Timing Dynamics. | Rasana Manandhar, Shaya Wolf, Mike Borowczak |