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| 2016 | A Framework to Adjust Dependency Measure Estimates for Chance. Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor |
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| 2016 | A Unified View of Localized Kernel Learning. John Moeller, Sarathkrishna Swaminathan, Suresh Venkatasubramanian |
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| 2016 | A polynomial expansion line search for large-scale unconstrained minimization of smooth Michael B. Hynes, Hans De Sterck |
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| 2016 | Automatic Unsupervised Tensor Mining with Quality Assessment. Evangelos E. Papalexakis |
| 2016 | BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos |
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| 2016 | Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data for I/O Efficient Bulk Cache Preloading. Lavanya Sita Tekumalla, Chiranjib Bhattacharyya |
| 2016 | Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice. Xide Xia, Pavlos Protopapas, Finale Doshi-Velez |
| 2016 | DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework. Jingbo Shang, Wenzhu Tong, Jian Peng, Jiawei Han |
| 2016 | Deterministic Column Sampling for Low-Rank Matrix Approximation: Nyström vs. Incomplete Cholesky Decomposition. Raajen Patel, Tom Goldstein, Eva L. Dyer, Azalia Mirhoseini, Richard G. Baraniuk |
| 2016 | Differentially Private Significance Testing on Paired-Sample Data. Christine Task, Chris Clifton |
| 2016 | Discovery of Precursors to Adverse Events using Time Series Data. Vijay Manikandan Janakiraman, Bryan L. Matthews, Nikunj C. Oza |
| 2016 | Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert |
| 2016 | Distributed Representations of Expertise. Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan |
| 2016 | Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction. Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu |
| 2016 | Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective. Song Liu, Kenji Fukumizu |
| 2016 | Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization. Dung D. Le, Hady Wirawan Lauw |
| 2016 | Exploiting Emotional Information for Trust/Distrust Prediction. Ghazaleh Beigi, Jiliang Tang, Suhang Wang, Huan Liu |
| 2016 | FairPlay: Fraud and Malware Detection in Google Play. Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau |
| 2016 | Fast Lossless Frequent Itemset Mining in Data Streams using Crucial Patterns. Ariyam Das, Carlo Zaniolo |
| 2016 | Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon |
| 2016 | Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence Data. Reza Sadoddin, Jörg Sander, Davood Rafiei |
| 2016 | Flexibly Mining Better Subgroups. Hoang Vu Nguyen, Jilles Vreeken |
| 2016 | Front Matter. |
| 2016 | GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction. Jianpeng Xu, Pang-Ning Tan, Lifeng Luo, Jiayu Zhou |
| 2016 | Geometric methods to accelerate Petr Rysavý, Greg Hamerly |
| 2016 | High Dimensional Structured Estimation with Noisy Designs. Amir Asiaee T., Soumyadeep Chatterjee, Arindam Banerjee |
| 2016 | Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures. Jingyuan Zhang, Bokai Cao, Sihong Xie, Chun-Ta Lu, Philip S. Yu, Ann B. Ragin |
| 2016 | Infusing Geo-Recency Mixture Models for Effective Location Prediction in LBSN. Roland Assam, Subramanyam Sathyanarayana, Thomas Seidl |
| 2016 | Integrating Community and Role Detection in Information Networks. Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Haifeng Chen, Guofei Jiang |
| 2016 | Joint Learning of Representation and Structure for Sparse Regression on Graphs. Chao Han, Shanshan Zhang, Mohamed F. Ghalwash, Slobodan Vucetic, Zoran Obradovic |
| 2016 | K-Nearest Neighbor Search and Outlier Detection via Minimax Distances. Morteza Haghir Chehreghani |
| 2016 | Kernelized Matrix Factorization for Collaborative Filtering. Xinyue Liu, Charu C. Aggarwal, Yufeng Li, Xiangnan Kong, Xinyuan Sun, Saket Sathe |
| 2016 | Kernelized Sparse Self-Representation for Clustering and Recommendation. Xiao Bian, Feng Li, Xia Ning |
| 2016 | LODES: Local Density Meets Spectral Outlier Detection. Saket Sathe, Charu C. Aggarwal |
| 2016 | Lagrangian Constrained Clustering. Mohadeseh Ganji, James Bailey, Peter J. Stuckey |
| 2016 | Learning A Task-Specific Deep Architecture For Clustering. Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2016 | Learning Correlative and Personalized Structure for Online Multi-Task Classification. Peng Yang, Guangxia Li, Peilin Zhao, Xiaoli Li, Sujatha Das Gollapalli |
| 2016 | Learning Linear Dynamical Systems from Multivariate Time Series: A Matrix Factorization Based Framework. Zitao Liu, Milos Hauskrecht |
| 2016 | Linear and Kernel Classification: When to Use Which? Hsin-Yuan Huang, Chih-Jen Lin |
| 2016 | Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series. Hoang Vu Nguyen, Jilles Vreeken |
| 2016 | MACFP: Maximal Approximate Consecutive Frequent Pattern Mining under Edit Distance. Jingbo Shang, Jian Peng, Jiawei Han |
| 2016 | Modelling Recurrent Events for Improving Online Change Detection. Alexandr V. Maslov, Mykola Pechenizkiy, Indre Zliobaite, Tommi Kärkkäinen |
| 2016 | Multi-Domain Manifold Learning for Drug-Target Interaction Prediction. Ruichu Cai, Zhenjie Zhang, Srinivasan Parthasarathy, Anthony K. H. Tung, Zhifeng Hao, Wen Zhang |
| 2016 | Node Classification in Signed Social Networks. Jiliang Tang, Charu C. Aggarwal, Huan Liu |
| 2016 | Nonlinear Joint Unsupervised Feature Selection. Xiaokai Wei, Bokai Cao, Philip S. Yu |
| 2016 | On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Christos Faloutsos, Danai Koutra, Jie Tang |
| 2016 | On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach. Eran Shaham, Honghai Yu, Xiaoli Li |
| 2016 | Online Clustering of Multivariate Time-series. Masud Moshtaghi, Christopher Leckie, James C. Bezdek |
| 2016 | Online Prediction of User Actions through an Ensemble Vote from Vector Representation and Frequency Analysis Models. Changsung Moon, Dakota Medd, Paul Jones, Steve Harenberg, William Oxbury, Nagiza F. Samatova |
| 2016 | Online Sparse Passive Aggressive Learning with Kernels. Jing Lu, Peilin Zhao, Steven C. H. Hoi |
| 2016 | Pattern Aided Classification. Guozhu Dong, Vahid Taslimitehrani |
| 2016 | Pivot-based k-means Algorithm for Numerous-class Data Sets. Takashi Hattori, Kazuo Aoyama, Kazumi Saito, Tetsuo Ikeda, Eri Kobayashi |
| 2016 | Power Simultaneous Spectral Data Embedding and Clustering. Kais Allab, Lazhar Labiod, Mohamed Nadif |
| 2016 | Predicting the Popularity of News Articles. Yaser Keneshloo, Shuguang Wang, Eui-Hong Sam Han, Naren Ramakrishnan |
| 2016 | Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016 Sanjay Chawla Venkatasubramanian, Wagner Meira Jr. |
| 2016 | Process Trace Clustering: A Heterogeneous Information Network Approach. Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt |
| 2016 | Query-Driven Maximum Quasi-Clique Search. Pei Lee, Laks V. S. Lakshmanan |
| 2016 | R1STM: One-class Support Tensor Machine with Randomised Kernel. Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao |
| 2016 | Rank Selection for Non-negative Matrix Factorization with Normalized Maximum Likelihood Coding. Yu Ito, Shinichi Oeda, Kenji Yamanishi |
| 2016 | Regularized Parametric Regression for High-dimensional Survival Analysis. Yan Li, Kevin S. Xu, Chandan K. Reddy |
| 2016 | Regularized Weighted Linear Regression for High-dimensional Censored Data. Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy |
| 2016 | RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks. Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang |
| 2016 | Risk Prediction with Electronic Health Records: A Deep Learning Approach. Yu Cheng, Fei Wang, Ping Zhang, Jianying Hu |
| 2016 | Robust Unsupervised Feature Selection on Networked Data. Jundong Li, Xia Hu, Liang Wu, Huan Liu |
| 2016 | Routine Mining Based Anomaly Detection in Mobile Phone Data. Tian Qin, Guojie Song, Sizhen Du |
| 2016 | Scalable Anomaly Ranking of Attributed Neighborhoods. Bryan Perozzi, Leman Akoglu |
| 2016 | Scaling Lifted Probabilistic Inference and Learning Via Graph Databases. Mayukh Das, Yuqing Wu, Tushar Khot, Kristian Kersting, Sriraam Natarajan |
| 2016 | Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation. Ximing Li, Jihong Ouyang, Xiaotang Zhou |
| 2016 | Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification. Guixiang Ma, Lifang He, Chun-Ta Lu, Philip S. Yu, Linlin Shen, Ann B. Ragin |
| 2016 | Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation. Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2016 | Stochastic Co-clustering for Document-Term Data. Aghiles Salah, Nicoleta Rogovschi, Mohamed Nadif |
| 2016 | Structural Orthogonal Procrustes Regression for Face Recognition with Pose Variations and Misalignment. Ying Tai, Jian Yang, Fanlong Zhang, Yigong Zhang, Lei Luo, Jianjun Qian |
| 2016 | Structured Regression on Multilayer Networks. Athanasia Polychronopoulou, Zoran Obradovic |
| 2016 | Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine. Jianpeng Xu, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou |
| 2016 | Temporal Kernel Descriptors for Learning with Time-sensitive Patterns. Doyen Sahoo, Abhishek Sharma, Steven C. H. Hoi, Peilin Zhao |
| 2016 | TerseSVM : A Scalable Approach for Learning Compact Models in Large-scale Classification. Rohit Babbar, Krikamol Muandet, Bernhard Schölkopf |
| 2016 | The Impact of Community Safety on House Ranking. Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong |
| 2016 | Top-N Recommendation with Novel Rank Approximation. Zhao Kang, Qiang Cheng |
| 2016 | Uncovering Latent Behaviors in Ant Colonies. Mohamed Kafsi, Raphaël Braunschweig, Danielle Mersch, Matthias Grossglauser, Laurent Keller, Patrick Thiran |
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| 2016 | Universal Dependency Analysis. Hoang Vu Nguyen, Panagiotis Mandros, Jilles Vreeken |
| 2016 | Unstable Communities in Network Ensembles. Ahsanur Rahman, Steve T. K. Jan, Hyunju Kim, B. Aditya Prakash, T. M. Murali |
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