| 2018 | Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms. | Mubarak G. Abdu-Aguye, Walid Gomaa |
| 2018 | Time Series Classification to Improve Poultry Welfare. | Alireza Abdoli, Amy C. Murillo, Chin-Chia Michael Yeh, Alec C. Gerry, Eamonn J. Keogh |
| 2018 | Semi-Supervised Deep Learning System for Epileptic Seizures Onset Prediction. | Ahmed M. Abdelhameed, Magdy A. Bayoumi |
| 2018 | Bug Report Classification Using LSTM Architecture for More Accurate Software Defect Locating. | Xin Ye, Fan Fang, John Wu, Razvan C. Bunescu, Chang Liu |
| 2017 | Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. | Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos |
| 2017 | Deep Uncertainty Interpretation in Dyadic Human Activity Prediction. | Maryam Ziaeefard, Robert Bergevin, Jean-Franois Lalonde |
| 2017 | DeepPositioning: Intelligent Fusion of Pervasive Magnetic Field and WiFi Fingerprinting for Smartphone Indoor Localization via Deep Learning. | Wei Zhang, Rahul Sengupta, John Fodero, Xiaolin Li |
| 2017 | Privacy Setting Recommendation for Image Sharing. | Jun Yu, Zhenzhong Kuang, Zhou Yu, Dan Lin, Jianping Fan |
| 2017 | Mitigating IoT-based Cyberattacks on the Smart Grid. | Yasin Yilmaz, Suleyman Uludag |
| 2017 | Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure. | Pranjul Yadav, Unmesh Kurup, Mohak Shah |
| 2017 | Automatic Generation and Recommendation for API Mashups. | Qinghan Xue, Lei Liu, Weipeng Chen, Mooi Choo Chuah |
| 2017 | Actively Discover Knowledge by Structural Risk Estimation. | Weining Wu |
| 2017 | Human Action Recognition Using Optical Flow and Convolutional Neural Networks. | Marco Wrzalik, Dirk Krechel |
| 2017 | On the Impacts of Noise from Group-Based Label Collection for Visual Classification. | Maggie B. Wigness, Steven Gutstein |
| 2017 | Learning Robust Video Synchronization without Annotations. | Patrick Wieschollek, Ido Freeman, Hendrik P. A. Lensch |
| 2017 | Comparing Transfer Learning and Traditional Learning Under Domain Class Imbalance. | Karl R. Weiss, Taghi M. Khoshgoftaar |
| 2017 | Attribute Assisted Interpretation Confidence Classification Using Machine Learning. | Wolfgang Weinzierl |
| 2017 | Adventure Game with a Neural Network Controlled Non-playing Character. | Michael Weeks, David Binnion, Andre Chase Randall, Vibhuti Patel |
| 2017 | A New Framework for Fine Tuning of Deep Networks. | M. Arif Wani, Saduf Afzal |
| 2017 | Modeling Over-Dispersion for Network Data Clustering. | Lu Wang, Dongxiao Zhu, Ming Dong, Yan Li |
| 2017 | Unsupervised Anomaly Detection for Digital Radio Frequency Transmissions. | Michael Walton, Maurice Ayache, Logan Straatemeier, Daniel Gebhardt, Benjamin Migliori |
| 2017 | Automatic Fault Diagnosis of Drills Using Artificial Neural Networks. | Caleb Vununu, Ki-Ryong Kwon, Eung-Joo Lee, Kwang-Seok Moon, Suk-Hwan Lee |
| 2017 | A Machine Learning Approach to Detecting Sensor Data Modification Intrusions in WBANs. | Alexander Verner, Dany Butvinik |
| 2017 | UoI-NMF Cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data. | Shashanka Ubaru, Kesheng Wu, Kristofer E. Bouchard |
| 2017 | Parametric Exponential Linear Unit for Deep Convolutional Neural Networks. | Ludovic Trottier, Philippe Gigure, Brahim Chaib-draa |