| 2016 | Active Learning Based Entity Resolution Using Markov Logic. | Jeffrey Fisher, Peter Christen, Qing Wang |
| 2016 | Multi-hypergraph Incidence Consistent Sparse Coding for Image Data Clustering. | Xiaodong Feng, Sen Wu, Wenjun Zhou, Zhiwei Tang |
| 2016 | Early-Stage Event Prediction for Longitudinal Data. | Mahtab Jahanbani Fard, Sanjay Chawla, Chandan K. Reddy |
| 2016 | Deep Feature Extraction from Trajectories for Transportation Mode Estimation. | Yuki Endo, Hiroyuki Toda, Kyosuke Nishida, Akihisa Kawanobe |
| 2016 | Bayesian Group Feature Selection for Support Vector Learning Machines. | Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long |
| 2016 | Mirror on the Wall: Finding Similar Questions with Deep Structured Topic Modeling. | Arpita Das, Manish Shrivastava, Manoj Kumar Chinnakotla |
| 2016 | A Music Recommendation System Based on Acoustic Features and User Personalities. | Rui Cheng, Boyang Tang |
| 2016 | Image Representation Optimization Based on Locally Aggregated Descriptors. | Shijiang Chen, Guiguang Ding, Chenxiao Li, Yuchen Guo |
| 2016 | Discovering the Network Backbone from Traffic Activity Data. | Sanjay Chawla, Kiran Garimella, Aristides Gionis, Dominic Tsang |
| 2016 | Efficient Page-Level Data Extraction via Schema Induction and Verification. | Chia-Hui Chang, Tian-Sheng Chen, Ming-Chuan Chen, Jhung-Li Ding |
| 2016 | Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. | Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson |
| 2016 | Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors. | Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson |
| 2016 | Link Prediction in Schema-Rich Heterogeneous Information Network. | Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu |
| 2016 | User-Guided Large Attributed Graph Clustering with Multiple Sparse Annotations. | Jianping Cao, Senzhang Wang, Fengcai Qiao, Hui Wang, Feiyue Wang, Philip S. Yu |
| 2016 | Adaptive Seeding for Gaussian Mixture Models. | Johannes Blmer, Kathrin Bujna |
| 2016 | Indoor Positioning System for Smart Homes Based on Decision Trees and Passive RFID. | Frdric Bergron, Kevin Bouchard, Sbastien Gaboury, Sylvain Giroux, Bruno Bouchard |
| 2016 | FastStep: Scalable Boolean Matrix Decomposition. | Miguel Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos |
| 2016 | Predicting Phone Usage Behaviors with Sensory Data Using a Hierarchical Generative Model. | Chuankai An, Dan Rockmore |
| 2016 | Classification with Quantification for Air Quality Monitoring. | Sanad Al-Maskari, Eve Blisle, Xue Li, Sbastien Le Digabel, Amin Nawahda, Jiang Zhong |
| 2016 | Active Distance-Based Clustering Using K-Medoids. | Amin Aghaee, Mehrdad Ghadiri, Mahdieh Soleymani Baghshah |
| 2016 | Forest CERN: A New Decision Forest Building Technique. | Md. Nasim Adnan, Md Zahidul Islam |
| 2016 | FeRoSA: A Faceted Recommendation System for Scientific Articles. | Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Niloy Ganguly, Pawan Goyal, Animesh Mukherjee |
| 2015 | Distributed Newton Methods for Regularized Logistic Regression. | Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin |
| 2015 | A Feature Extraction Method for Multivariate Time Series Classification Using Temporal Patterns. | Pei-Yuan Zhou, Keith C. C. Chan |
| 2015 | Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification. | Yi Zheng, Qi Liu, Enhong Chen, J. Leon Zhao, Liang He, Guangyi Lv |