| 2016 | Faster Gated Recurrent Units via Conditional Computation. | Andrew S. Davis, Itamar Arel |
| 2016 | An Active Learning Approach to Audio-to-Score Alignment Using Dynamic Time Warping. | Ching-Hua Chuan |
| 2016 | A Hybrid Machine Learning Approach for Planning Safe Trajectories in Complex Traffic-Scenarios. | Amit Chaulwar, Michael Botsch, Wolfgang Utschick |
| 2016 | Faults Investigation of Transformer Windings Using the Frequency Response Analysis FRA. | Moustafa Sahnoune Chaouche, Hamza Houassine, Samir Moulahoum, Ilhami Colak |
| 2016 | Bird Call Identification Using Dynamic Kernel Based Support Vector Machines and Deep Neural Networks. | Deep Chakraborty, Paawan Mukker, Padmanabhan Rajan, Aroor Dinesh Dileep |
| 2016 | Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data. | Iulian Carpatorea, Slawomir Nowaczyk, Thorsteinn S. Rgnvaldsson, Marcus Elmer, Johan Lodin |
| 2016 | Conformalized Kernel Ridge Regression. | Evgeny Burnaev, Ivan Nazarov |
| 2016 | Analysis for Status of the Road Accident Occurance and Determination of the Risk of Accident by Machine Learning in Istanbul. | Halil-Ibrahim Bulbul, Tarik Kaya, Yusuf Tulgar |
| 2016 | Extracting Addresses from News Reports Using Conditional Random Fields. | Donald E. Brown, Xiaoqian Liu |
| 2016 | An Oblivious Routing-Based Power Flow Calculation Method for Loss Minimization of Smart Power Networks: A Theoretical Perspective. | Kianoosh G. Boroojeni, M. Hadi Amini, S. S. Iyengar |
| 2016 | An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data. | Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila |
| 2016 | Area-Specific Crime Prediction Models. | Mohammad Al Boni, Matthew S. Gerber |
| 2016 | Automatic Optimization of Localized Kernel Density Estimation for Hotspot Policing. | Mohammad Al Boni, Matthew S. Gerber |
| 2016 | Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay. | Christian Bodenstein, Markus Gtz, Annika Jansen, Henrike Scholz, Morris Riedel |
| 2016 | Using Temporal Discovery and Data-Driven Journey-Maps to Predict Customer Satisfaction. | Joe Bockhorst, Yingjian Wang, Sukrat Gupta, Maleeha Qazi, Mingju Sun, Glenn Fung |
| 2016 | A Big Data Analytics Framework for Supporting Multidimensional Mining over Big Healthcare Data. | Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira |
| 2016 | Identifying Nontechnical Power Loss via Spatial and Temporal Deep Learning. | Rajendra Rana Bhat, Rodrigo Daniel Trevizan, Rahul Sengupta, Xiaolin Li, Arturo S. Bretas |
| 2016 | A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims. | Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2016 | Neural Network Conditional Random Fields for Self-Paced Brain Computer Interfaces. | Hossein Bashashati, Rabab K. Ward, Ali Bashashati, Amr M. Mohamed |
| 2016 | Relational Synthesis of Text and Numeric Data for Anomaly Detection on Computing System Logs. | Elisabeth Baseman, Sean Blanchard, Zongze Li, Song Fu |
| 2016 | A Novel Algorithm for Dynamic Clustering: Properties and Performance. | Nathalie A. Barbosa, Louise Trav-Massuys, Victor Hugo Grisales |
| 2016 | User Movement Prediction: The Contribution of Machine Learning Techniques. | Shadi Banitaan, Mohammad Azzeh, Ali Bou Nassif |
| 2016 | Inferring Hearing Loss from Learned Speech Kernels. | Bonny Banerjee, Masoumeh Heidari Kapourchali, Shamima Najnin, Lisa Lucks Mendel, Sungmin Lee, Chhayakanta Patro, Monique Pousson |
| 2016 | Ensembling Sparse Representation Classifiers through Layers of Support Vector Machines. | Sudarshan Babu, Vikaasa Ramdas |
| 2016 | Practical Techniques for Using Neural Networks to Estimate State from Images. | Stephen C. Ashmore, Michael S. Gashler |