| 2016 | SOAL: Second-Order Online Active Learning. | Shuji Hao, Peilin Zhao, Jing Lu, Steven C. H. Hoi, Chunyan Miao, Chi Zhang |
| 2016 | Waddling Random Walk: Fast and Accurate Mining of Motif Statistics in Large Graphs. | Guyue Han, Harish Sethu |
| 2016 | A Pattern Growth-Based Approach for Mining Spatiotemporal Co-occurrence Patterns. | Shah Muhammad Hamdi, Berkay Aydin, Rafal A. Angryk |
| 2016 | Competition-Wide Evaluation of Individual and Team Movements in Soccer. | Lszl Gyarmati, Mohamed Hefeeda |
| 2016 | HLGPS: A Home Location Global Positioning System in Location-Based Social Networks. | Yulong Gu, Jiaxing Song, Weidong Liu, Lixin Zou |
| 2016 | Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study. | Suyog Gupta, Wei Zhang, Fei Wang |
| 2016 | Will I Get in? Modeling the Graduate Admission Process for American Universities. | Narender Gupta, Aman Sawhney, Dan Roth |
| 2016 | Semi-Supervised Multi-label Dimensionality Reduction. | Baolin Guo, Chenping Hou, Feiping Nie, Dongyun Yi |
| 2016 | Distributed Mining and Modeling of Dynamic Lead-Lag Relations in Evolving Entities. | Tian Guo, Jean-Paul Calbimonte, Karl Aberer |
| 2016 | Direct Mining of Subjectively Interesting Relational Patterns. | Tias Guns, Achille Aknin, Jefrey Lijffijt, Tijl De Bie |
| 2016 | Large-Scale Embedding Learning in Heterogeneous Event Data. | Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han |
| 2016 | Tovel: Distributed Graph Clustering for Word Sense Disambiguation. | Alessio Guerrieri, Fatemeh Rahimian, Sarunas Girdzijauskas, Alberto Montresor |
| 2016 | Probabilistic Formulations of Regression with Mixed Guidance. | Aubrey Gress, Ian Davidson |
| 2016 | Event Series Prediction via Non-Homogeneous Poisson Process Modelling. | James Goulding, Simon Preston, Gavin Smith |
| 2016 | Medical Image Denoising Using Convolutional Denoising Autoencoders. | Lovedeep Gondara |
| 2016 | MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. | Sebastian Goebl, Annika Tonch, Christian Bhm, Claudia Plant |
| 2016 | Vertex Centric Asynchronous Belief Propagation Algorithm for Large-Scale Graphs. | Gabriel P. Gimenes, Hugo Gualdron, Jos F. Rodrigues Jr. |
| 2016 | The Time-Varying Dependency Patterns of NetFlow Statistics. | Alexander J. Gibberd, Marina Evangelou, James D. B. Nelson |
| 2016 | A Semi-Supervised Ensemble Approach for Multi-label Learning. | Ouadie Gharroudi, Haytham Elghazel, Alexandre Aussem |
| 2016 | Patterns in Cognitive Rehabilitation of Traumatic Brain Injury Patients: A Text Mining Approach. | Alejandro Garca-Rudolph, Alberto Garca-Molina, Eloy Opisso, Josep Mara Tormos |
| 2016 | New Robust Clustering Model for Identifying Cancer Genome Landscapes. | Hongchang Gao, Xiaoqian Wang, Heng Huang |
| 2016 | Analysing Political Opinions Using Redescription Mining. | Esther Galbrun, Pauli Miettinen |
| 2016 | Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. | Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong |
| 2016 | Modeling Time Lags in Citation Networks. | Tao-Yang Fu, Zhen Lei, Wang-Chien Lee |
| 2016 | A Semi-Supervised AUC Optimization Method with Generative Models. | Akinori Fujino, Naonori Ueda |