| 2016 | A Bayesian Nonparametric Approach to Dynamic Dyadic Data Prediction. Fengyuan Zhu, Guangyong Chen, Pheng-Ann Heng |
| 2016 | A Combinatorial Approach to Role Discovery. Albert Arockiasamy, Aristides Gionis, Nikolaj Tatti |
| 2016 | A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data. Huihui Wang, Yang Gao, Yinghuan Shi, Hao Wang |
| 2016 | A Fast Factorization-Based Approach to Robust PCA. Chong Peng, Zhao Kang, Qiang Cheng |
| 2016 | A Fast Iterative Algorithm for Improved Unsupervised Feature Selection. Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo |
| 2016 | A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning. Kuan-Hao Huang, Hsuan-Tien Lin |
| 2016 | A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting. Muhammad Imran, Sanjay Chawla, Carlos Castillo |
| 2016 | A Rotation Invariant Latent Factor Model for Moveme Discovery from Static Poses. Matteo Ruggero Ronchi, Joon Sik Kim, Yisong Yue |
| 2016 | A Scalable Framework for Stylometric Analysis Query Processing. Sarana Nutanong, Chenyun Yu, Raheem Sarwar, Peter Xu, Dickson Chow |
| 2016 | A Scalable and Generic Framework to Mine Top-k Representative Subgraph Patterns. Dheepikaa Natarajan, Sayan Ranu |
| 2016 | A Semi-Supervised AUC Optimization Method with Generative Models. Akinori Fujino, Naonori Ueda |
| 2016 | A Theoretical Analysis of the Fuzzy K-Means Problem. Johannes Blömer, Sascha Brauer, Kathrin Bujna |
| 2016 | ADAGIO: Fast Data-Aware Near-Isometric Linear Embeddings. Jaroslaw Blasiok, Charalampos E. Tsourakakis |
| 2016 | AWarp: Fast Warping Distance for Sparse Time Series. Abdullah Mueen, Nikan Chavoshi, Noor Abu-El-Rub, Hossein Hamooni, Amanda J. Minnich |
| 2016 | Adaptive Neighborhood Propagation by Joint L2, 1-Norm Regularized Sparse Coding for Representation and Classification. Lei Jia, Zhao Zhang, Lei Wang, Weiming Jiang, Ming-Bo Zhao |
| 2016 | Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie |
| 2016 | Asymptotic Analysis of Equivalences and Core-Structures in Kronecker-Style Graph Models. Alex J. Chin, Timothy D. Goodrich, Michael P. O'Brien, Felix Reidl, Blair D. Sullivan, Andrew van der Poel |
| 2016 | Asynchronous Multi-task Learning. Inci M. Baytas, Ming Yan, Anil K. Jain, Jiayu Zhou |
| 2016 | Auditing Black-Box Models for Indirect Influence. Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian |
| 2016 | Augmented LSTM Framework to Construct Medical Self-Diagnosis Android. Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang |
| 2016 | Background Check: A General Technique to Build More Reliable and Versatile Classifiers. Miquel Perelló-Nieto, Telmo de Menezes e Silva Filho, Meelis Kull, Peter A. Flach |
| 2016 | Bayesian Rule Sets for Interpretable Classification. Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille |
| 2016 | Beyond Points and Paths: Counting Private Bodies. Maryam Fanaeepour, Benjamin I. P. Rubinstein |
| 2016 | Bi-Level Rare Temporal Pattern Detection. Dawei Zhou, Jingrui He, Yu Cao, Jae-sun Seo |
| 2016 | Binary Classifier Calibration Using an Ensemble of Near Isotonic Regression Models. Mahdi Pakdaman Naeini, Gregory F. Cooper |
| 2016 | Blind Men and The Elephant: Thurstonian Pairwise Preference for Ranking in Crowdsourcing. Xiaolong Wang, Jingjing Wang, Luo Jie, ChengXiang Zhai, Yi Chang |
| 2016 | Budgeted Batch Bayesian Optimization. Vu Nguyen, Santu Rana, Sunil Kumar Gupta, Cheng Li, Svetha Venkatesh |
| 2016 | Can Active Learning Experience Be Transferred? Hong-Min Chu, Hsuan-Tien Lin |
| 2016 | Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash. Wei Wu, Bin Li, Ling Chen, Chengqi Zhang |
| 2016 | Causal Inference by Compression. Kailash Budhathoki, Jilles Vreeken |
| 2016 | College Student Scholarships and Subsidies Granting: A Multi-modal Multi-label Approach. Han-Jia Ye, De-Chuan Zhan, Xiaolin Li, Zhen-Chuan Huang, Yuan Jiang |
| 2016 | Communities in Preference Networks: Refined Axioms and Beyond. Gang Zeng, Yuyi Wang, Juhua Pu, Xingwu Liu, Xiaoming Sun, Jialin Zhang |
| 2016 | Compressing Random Forests. Amichai Painsky, Saharon Rosset |
| 2016 | ConTrack: A Scalable Method for Tracking Multiple Concepts in Large Scale Multidimensional Data. Ali Zonoozi, Qirong Ho, Shonali Krishnaswamy, Gao Cong |
| 2016 | Concept Based Short Text Stream Classification with Topic Drifting Detection. Pei-Pei Li, Lu He, Xuegang Hu, Yuhong Zhang, Lei Li, Xindong Wu |
| 2016 | Context-Aware Sequential Recommendation. Qiang Liu, Shu Wu, Diyi Wang, Zhaokang Li, Liang Wang |
| 2016 | Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis. Soujanya Poria, Iti Chaturvedi, Erik Cambria, Amir Hussain |
| 2016 | CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms. Kijung Shin, Tina Eliassi-Rad, Christos Faloutsos |
| 2016 | Cut Tree Construction from Massive Graphs. Takuya Akiba, Yoichi Iwata, Yosuke Sameshima, Naoto Mizuno, Yosuke Yano |
| 2016 | DESQ: Frequent Sequence Mining with Subsequence Constraints. Kaustubh Beedkar, Rainer Gemulla |
| 2016 | DeBot: Twitter Bot Detection via Warped Correlation. Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen |
| 2016 | Deep Convolutional Factor Analyser for Multivariate Time Series Modeling. Chao Yuan, Amit Chakraborty |
| 2016 | Detecting Change Processes in Dynamic Networks by Frequent Graph Evolution Rule Mining. Erik Scharwächter, Emmanuel Müller, Jonathan F. Donges, Marwan Hassani, Thomas Seidl |
| 2016 | Differential Location Privacy for Sparse Mobile Crowdsensing. Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma |
| 2016 | Differentially Private Regression Diagnostics. Yan Chen, Ashwin Machanavajjhala, Jerome P. Reiter, Andrés F. Barrientos |
| 2016 | Direct Mining of Subjectively Interesting Relational Patterns. Tias Guns, Achille Aknin, Jefrey Lijffijt, Tijl De Bie |
| 2016 | Dynamic Contextual Multi Arm Bandits in Display Advertisement. Hongxia Yang, Quan Lu |
| 2016 | Dynamic Poisson Factor Analysis. Yizhe Zhang, Yue Zhao, Lawrence David, Ricardo Henao, Lawrence Carin |
| 2016 | EXTRACT: Strong Examples from Weakly-Labeled Sensor Data. Davis W. Blalock, John V. Guttag |
| 2016 | Edge Weight Prediction in Weighted Signed Networks. Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian, Christos Faloutsos |
| 2016 | Efficient Algorithms for the Three Locus Problem in Genome-Wide Association Study. Sanguthevar Rajasekaran, Subrata Saha |
| 2016 | Efficient Distributed SGD with Variance Reduction. Soham De, Tom Goldstein |
| 2016 | Efficient Extraction of Non-negative Latent Factors from High-Dimensional and Sparse Matrices in Industrial Applications. Xin Luo, Mingsheng Shang, Shuai Li |
| 2016 | Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov, Gleb Gusev, Ivan V. Oseledets |
| 2016 | Efficient Sampling-Based Kernel Mean Matching. Swarup Chandra, Ahsanul Haque, Latifur Khan, Charu C. Aggarwal |
| 2016 | Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell |
| 2016 | Efficient and Scalable Detection of Overlapping Communities in Big Networks. Tianshu Lyu, Lidong Bing, Zhao Zhang, Yan Zhang |
| 2016 | Event Grounding from Multimodal Social Network Fusion. Hyunsouk Cho, Jinyoung Yeo, Seung-won Hwang |
| 2016 | Event Series Prediction via Non-Homogeneous Poisson Process Modelling. James Goulding, Simon Preston, Gavin Smith |
| 2016 | ExploreKit: Automatic Feature Generation and Selection. Gilad Katz, Eui Chul Richard Shin, Dawn Song |
| 2016 | Factorizing Complex Discrete Data "with Finesse". Samuel Maurus, Claudia Plant |
| 2016 | Faster Kernels for Graphs with Continuous Attributes via Hashing. Christopher Morris, Nils M. Kriege, Kristian Kersting, Petra Mutzel |
| 2016 | Feature Grouping Using Weighted l1 Norm for High-Dimensional Data. Bhanukiran Vinzamuri, Karthik K. Padthe, Chandan K. Reddy |
| 2016 | Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate Descent. Huan Zhang, Cho-Jui Hsieh |
| 2016 | Foundations of Perturbation Robust Clustering. Jarrod Moore, Margareta Ackerman |
| 2016 | Fractality of Massive Graphs: Scalable Analysis with Sketch-Based Box-Covering Algorithm. Takuya Akiba, Kenko Nakamura, Taro Takaguchi |
| 2016 | From Sets of Good Redescriptions to Good Sets of Redescriptions. Janis Kalofolias, Esther Galbrun, Pauli Miettinen |
| 2016 | Functional Regression with Mode-Sparsity Constraint. Pei Yang, Jingrui He |
| 2016 | Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation. Ruining He, Julian J. McAuley |
| 2016 | Gaussian Component Based Index for GMMs. Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Böhm |
| 2016 | Generalized Independent Subspace Clustering. Wei Ye, Samuel Maurus, Nina C. Hubig, Claudia Plant |
| 2016 | Graph-Structured Sparse Optimization for Connected Subgraph Detection. Baojian Zhou, Feng Chen |
| 2016 | Group Preference Aggregation: A Nash Equilibrium Approach. Hongke Zhao, Qi Liu, Yong Ge, Ruoyan Kong, Enhong Chen |
| 2016 | HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles for Time Series Classification. Jason Lines, Sarah Taylor, Anthony J. Bagnall |
| 2016 | HLGPS: A Home Location Global Positioning System in Location-Based Social Networks. Yulong Gu, Jiaxing Song, Weidong Liu, Lixin Zou |
| 2016 | HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media. Seyyed Abbas Hosseini, Ali Khodadadi, Ali Arabzadeh, Hamid R. Rabiee |
| 2016 | Heterogeneous Representation Learning with Structured Sparsity Regularization. Pei Yang, Jingrui He |
| 2016 | HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent. Huan Zhang, Cho-Jui Hsieh, Venkatesh Akella |
| 2016 | Homophily, Structure, and Content Augmented Network Representation Learning. Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang |
| 2016 | House Price Modeling over Heterogeneous Regions with Hierarchical Spatial Functional Analysis. Bang Liu, Borislav Mavrin, Di Niu, Linglong Kong |
| 2016 | Hyperbolae are No Hyperbole: Modelling Communities That are Not Cliques. Saskia Metzler, Stephan Günnemann, Pauli Miettinen |
| 2016 | IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain Francesco Bonchi, Josep Domingo-Ferrer, Ricardo Baeza-Yates, Zhi-Hua Zhou, Xindong Wu |
| 2016 | Improved and Scalable Bradley-Terry Model for Collaborative Ranking. Jun Hu, Ping Li |
| 2016 | Incorporating Expert Feedback into Active Anomaly Discovery. Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott |
| 2016 | Incorporating Pre-Training in Long Short-Term Memory Networks for Tweets Classification. Shuhan Yuan, Xintao Wu, Yang Xiang |
| 2016 | Inferring Latent Network from Cascade Data for Dynamic Social Recommendation. Qin Zhang, Jia Wu, Peng Zhang, Guodong Long, Ivor W. Tsang, Chengqi Zhang |
| 2016 | Interactive Multi-task Relationship Learning. Kaixiang Lin, Jiayu Zhou |
| 2016 | Interpretable Clustering via Discriminative Rectangle Mixture Model. Junxiang Chen, Yale Chang, Brian D. Hobbs, Peter J. Castaldi, Michael H. Cho, Edwin K. Silverman, Jennifer G. Dy |
| 2016 | Iteratively Reweighted Least Squares Algorithms for L1-Norm Principal Component Analysis. Young Woong Park, Diego Klabjan |
| 2016 | KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift. Viktor Losing, Barbara Hammer, Heiko Wersing |
| 2016 | L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization. Sangho Suh, Jaegul Choo, Joonseok Lee, Chandan K. Reddy |
| 2016 | Large-Scale Embedding Learning in Heterogeneous Event Data. Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han |
| 2016 | Learning Compatibility Across Categories for Heterogeneous Item Recommendation. Ruining He, Charles Packer, Julian J. McAuley |
| 2016 | Learning Deep Networks from Noisy Labels with Dropout Regularization. Ishan Jindal, Matthew S. Nokleby, Xue-wen Chen |
| 2016 | Learning Hierarchically Decomposable Concepts with Active Over-Labeling. Yuji Mo, Stephen D. Scott, Doug Downey |
| 2016 | Learning Independent, Diverse Binary Hash Functions: Pruning and Locality. Ramin Raziperchikolaei, Miguel Á. Carreira-Perpiñán |
| 2016 | Learning Task Relational Structure for Multi-task Feature Learning. De Wang, Feiping Nie, Heng Huang |
| 2016 | Learning from Your Network of Friends: A Trajectory Representation Learning Model Based on Online Social Ties. Basma Alharbi, Xiangliang Zhang |
| 2016 | Low-Rank Sparse Feature Selection for Patient Similarity Learning. Mengting Zhan, Shilei Cao, Buyue Qian, Shiyu Chang, Jishang Wei |
| 2016 | Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh |
| 2016 | Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh |
| 2016 | Matrix Profile III: The Matrix Profile Allows Visualization of Salient Subsequences in Massive Time Series. Chin-Chia Michael Yeh, Helga Van Herle, Eamonn J. Keogh |
| 2016 | MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. Sebastian Goebl, Annika Tonch, Christian Böhm, Claudia Plant |
| 2016 | Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding. Zihao Zhu, Changchang Yin, Buyue Qian, Yu Cheng, Jishang Wei, Fei Wang |
| 2016 | Mining Graphlet Counts in Online Social Networks. Xiaowei Chen, John C. S. Lui |
| 2016 | Mining Statistically Significant Attribute Associations in Attributed Graphs. Jihwan Lee, Keehwan Park, Sunil Prabhakar |
| 2016 | Mining Summaries for Knowledge Graph Search. Qi Song, Yinghui Wu, Xin Luna Dong |
| 2016 | Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study. Suyog Gupta, Wei Zhang, Fei Wang |
| 2016 | Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems. Mengting Wan, Julian J. McAuley |
| 2016 | Modeling Real Estate for School District Identification. Fei Tan, Chaoran Cheng, Zhi Wei |
| 2016 | Modeling Time Lags in Citation Networks. Tao-Yang Fu, Zhen Lei, Wang-Chien Lee |
| 2016 | Multi-label Learning with Emerging New Labels. Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou |
| 2016 | Multi-resolution Spatial Event Forecasting in Social Media. Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan |
| 2016 | Multi-type Co-clustering of General Heterogeneous Information Networks via Nonnegative Matrix Tri-Factorization. Xianchao Zhang, Haixin Li, Wenxin Liang, Jiebo Luo |
| 2016 | Multi-view Clustering via Concept Factorization with Local Manifold Regularization. Hao Wang, Yan Yang, Tianrui Li |
| 2016 | Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation. Defu Lian, Yuyang Ye, Wenya Zhu, Qi Liu, Xing Xie, Hui Xiong |
| 2016 | New Probabilistic Multi-graph Decomposition Model to Identify Consistent Human Brain Network Modules. Dijun Luo, Zhouyuan Huo, Yang Wang, Andrew J. Saykin, Li Shen, Heng Huang |
| 2016 | New Robust Clustering Model for Identifying Cancer Genome Landscapes. Hongchang Gao, Xiaoqian Wang, Heng Huang |
| 2016 | On Dense Subgraphs in Signed Network Streams. Jose Cadena, Anil Kumar S. Vullikanti, Charu C. Aggarwal |
| 2016 | On Efficient External-Memory Triangle Listing. Yi Cui, Di Xiao, Dmitri Loguinov |
| 2016 | One-Pass Logistic Regression for Label-Drift and Large-Scale Classification on Distributed Systems. Vu Nguyen, Tu Dinh Nguyen, Trung Le, Svetha Venkatesh, Dinh Q. Phung |
| 2016 | Online Unsupervised Multi-view Feature Selection. Weixiang Shao, Lifang He, Chun-Ta Lu, Xiaokai Wei, Philip S. Yu |
| 2016 | Optimizing the Multiclass F-Measure via Biconcave Programming. Harikrishna Narasimhan, Weiwei Pan, Purushottam Kar, Pavlos Protopapas, Harish G. Ramaswamy |
| 2016 | Outlier Detection from Network Data with Subnetwork Interpretation. Xuan-Hong Dang, Arlei Silva, Ambuj K. Singh, Ananthram Swami, Prithwish Basu |
| 2016 | POI Recommendation: A Temporal Matching between POI Popularity and User Regularity. Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong |
| 2016 | Partition Aware Connected Component Computation in Distributed Systems. Ha-Myung Park, Namyong Park, Sung-Hyon Myaeng, U Kang |
| 2016 | Patterns in Cognitive Rehabilitation of Traumatic Brain Injury Patients: A Text Mining Approach. Alejandro García-Rudolph, Alberto García-Molina, Eloy Opisso, Josep María Tormos |
| 2016 | Personalized Ranking in Signed Networks Using Signed Random Walk with Restart. Jinhong Jung, Woojeong Jin, Lee Sael, U Kang |
| 2016 | Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurélien Bach, Alain Vanasse |
| 2016 | Prefix and Suffix Invariant Dynamic Time Warping. Diego Furtado Silva, Gustavo E. A. P. A. Batista, Eamonn J. Keogh |
| 2016 | Probabilistic Formulations of Regression with Mixed Guidance. Aubrey Gress, Ian Davidson |
| 2016 | Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. Lingxiao Zhang, Xiang Li, Haifeng Liu, Jing Mei, Gang Hu, Junfeng Zhao, Yanzhen Zou, Bing Xie, Guotong Xie |
| 2016 | Product-Based Neural Networks for User Response Prediction. Yanru Qu, Han Cai, Kan Ren, Weinan Zhang, Yong Yu, Ying Wen, Jun Wang |
| 2016 | ROM: A Robust Online Multi-task Learning Approach. Chi Zhang, Peilin Zhao, Shuji Hao, Yeng Chai Soh, Bu-Sung Lee |
| 2016 | Random Walk with Restart over Dynamic Graphs. Weiren Yu, Julie A. McCann |
| 2016 | Recommending Packages to Groups. Shuyao Qi, Nikos Mamoulis, Evaggelia Pitoura, Panayiotis Tsaparas |
| 2016 | Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation. Defu Lian, Zhenyu Zhang, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie |
| 2016 | Regularized Large Margin Distance Metric Learning. Ya Li, Xinmei Tian, Dacheng Tao |
| 2016 | Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao |
| 2016 | Reliable Gender Prediction Based on Users' Video Viewing Behavior. Jie Zhang, Kuang Du, Ruihua Cheng, Zhi Wei, Chenguang Qin, Huaxin You, Sha Hu |
| 2016 | Reliable Semi-supervised Learning. Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo |
| 2016 | Relief of Spatiotemporal Accessibility Overloading with Optimal Resource Placement. Chien-Wei Chang, Hao-Yi Chih, Dean Chou, Yu-Chen Shu, Kun-Ta Chuang |
| 2016 | Robust Convex Clustering Analysis. Qi Wang, Pinghua Gong, Shiyu Chang, Thomas S. Huang, Jiayu Zhou |
| 2016 | Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal |
| 2016 | Robust Multi-View Feature Selection. Hongfu Liu, Haiyi Mao, Yun Fu |
| 2016 | SOAL: Second-Order Online Active Learning. Shuji Hao, Peilin Zhao, Jing Lu, Steven C. H. Hoi, Chunyan Miao, Chi Zhang |
| 2016 | Scalable Block Scheduling for Efficient Multi-database Record Linkage. Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2016 | Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization. Shifeng Zhang, Jianmin Li, Jinma Guo, Bo Zhang |
| 2016 | Selecting Valuable Customers for Merchants in E-Commerce Platforms. Yijun Wang, Le Wu, Zongda Wu, Enhong Chen, Qi Liu |
| 2016 | Self-Grouping Multi-network Clustering. Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang |
| 2016 | Semi-Supervised Multi-label Dimensionality Reduction. Baolin Guo, Chenping Hou, Feiping Nie, Dongyun Yi |
| 2016 | Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective. Shebuti Rayana, Wen Zhong, Leman Akoglu |
| 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 | Sparse Factorization Machines for Click-through Rate Prediction. Zhen Pan, Enhong Chen, Qi Liu, Tong Xu, Haiping Ma, Hongjie Lin |
| 2016 | Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection. Tsuyoshi Idé, Ankush Khandelwal, Jayant Kalagnanam |
| 2016 | Spectrum-Revealing Cholesky Factorization for Kernel Methods. Jianwei Xiao, Ming Gu |
| 2016 | Spell: Streaming Parsing of System Event Logs. Min Du, Feifei Li |
| 2016 | Steering Social Media Promotions with Effective Strategies. Kun Kuang, Meng Jiang, Peng Cui, Shiqiang Yang |
| 2016 | Streaming Model Selection via Online Factorized Asymptotic Bayesian Inference. Chunchen Liu, Lu Feng, Ryohei Fujimaki |
| 2016 | Structure Selection for Convolutive Non-negative Matrix Factorization Using Normalized Maximum Likelihood Coding. Atsushi Suzuki, Kohei Miyaguchi, Kenji Yamanishi |
| 2016 | Structure-Preserved Multi-source Domain Adaptation. Hongfu Liu, Ming Shao, Yun Fu |
| 2016 | Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. Liu Liu, Dacheng Tao |
| 2016 | Subspace Outlier Detection in Linear Time with Randomized Hashing. Saket Sathe, Charu C. Aggarwal |
| 2016 | The Development of a Smart Taxicab Scheduling System: A Multi-source Data Fusion Perspective. Yang Wang, Binxin Liang, Wei Zheng, Liusheng Huang, Hengchang Liu |
| 2016 | The Optimal Distribution of Electric-Vehicle Chargers across a City. Chen Liu, Ke Deng, Chaojie Li, Jianxin Li, Yanhua Li, Jun Luo |
| 2016 | Time-Aware User Identification with Topic Models. Clément Lesaege, François Schnitzler, Anne Lambert, Jean-Ronan Vigouroux |
| 2016 | To be or Not to be Friends: Exploiting Social Ties for Venture Investments. Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong |
| 2016 | Topic Discovery for Short Texts Using Word Embeddings. Guangxu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Yaliang Li, Jing Gao, Aidong Zhang |
| 2016 | Toward Time-Evolving Feature Selection on Dynamic Networks. Jundong Li, Xia Hu, Ling Jian, Huan Liu |
| 2016 | Towards Scalable Network Delay Minimization. Sourav Medya, Petko Bogdanov, Ambuj K. Singh |
| 2016 | Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method. Jingyuan Wang, Qian Gu, Junjie Wu, Guannan Liu, Zhang Xiong |
| 2016 | Transfer Learning for Survival Analysis via Efficient L2, 1-Norm Regularized Cox Regression. Yan Li, Lu Wang, Jie Wang, Jieping Ye, Chandan K. Reddy |
| 2016 | Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis. Kai Fan, Yizhe Zhang, Ricardo Henao, Katherine A. Heller |
| 2016 | Unsupervised Exceptional Attributed Sub-Graph Mining in Urban Data. Ahmed Anes Bendimerad, Marc Plantevit, Céline Robardet |
| 2016 | Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings. Guansong Pang, Longbing Cao, Ling Chen, Huan Liu |
| 2016 | Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites. Alceu Ferraz Costa, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos |
| 2016 | Waddling Random Walk: Fast and Accurate Mining of Motif Statistics in Large Graphs. Guyue Han, Harish Sethu |
| 2016 | What You Will Gain By Rounding: Theory and Algorithms for Rounding Rank. Stefan Neumann, Rainer Gemulla, Pauli Miettinen |
| 2016 | Whether This Participant will Attract You to This Event? Exploiting Participant Influence for Event Recommendation. Yi Liao, Xinshi Lin, Wai Lam |