| 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 | Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute Correlations. | Antonio C. Fraideinberze, Jos F. Rodrigues Jr., Robson L. F. Cordeiro |
| 2016 | Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. | Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov, Gleb Gusev, Ivan V. Oseledets |
| 2016 | An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection. | Arthur Flexer |
| 2016 | From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data. | Javier Fernndez, Daniel Medina, Antonio Gmez, Marta Arias, Ricard Gavald |
| 2016 | Regression Techniques for Modelling Conception in Seasonally Calving Dairy Cows. | Caroline Fenlon, Luke O'Grady, Michael Doherty, Stephen Butler, Laurence Shalloo, John Dunnion |
| 2016 | Semantic Enabled Recommender System for Micro-Blog Users. | Stefano Faralli, Giorgia Di Tommaso, Paola Velardi |
| 2016 | Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis. | Kai Fan, Yizhe Zhang, Ricardo Henao, Katherine A. Heller |
| 2016 | Beyond Points and Paths: Counting Private Bodies. | Maryam Fanaeepour, Benjamin I. P. Rubinstein |
| 2016 | Explode: An Extensible Platform for Differentially Private Data Analysis. | Emir Esmerdag, Mehmet Emre Gursoy, Ali Inan, Ycel Saygin |
| 2016 | Finding Large Matchings in Semi-Streaming. | Hossein Esfandiari, MohammadTaghi Hajiaghayi, Morteza Monemizadeh |
| 2016 | Generating Time-Varying Road Network Data Using Sparse Trajectories. | Elif Eser, Furkan Kocayusufoglu, Bahaeddin Eravci, Hakan Ferhatosmanoglu, Josep Llus Larriba-Pey |
| 2016 | Location Recommendations for New Businesses Using Check-in Data. | Bahaeddin Eravci, Neslihan Bulut, agri Etemoglu, Hakan Ferhatosmanoglu |
| 2016 | Method for Extraction of Purchase Behavior and Product Character Using Dynamic Topic Model. | Mamoru Emoto |
| 2016 | Seasonal Fluctuations in Collective Mood Revealed by Wikipedia Searches and Twitter Posts. | Fabon Dzogang, Thomas Lansdall-Welfare, Nello Cristianini |
| 2016 | Spell: Streaming Parsing of System Event Logs. | Min Du, Feifei Li |
| 2016 | Online Outlier Detection of Energy Data Streams Using Incremental and Kernel PCA Algorithms. | Jeremiah D. Deng |
| 2016 | Efficient Distributed SGD with Variance Reduction. | Soham De, Tom Goldstein |
| 2016 | Towards Visualizing Hidden Structures. | Remy Dautriche, Alexandre Termier, Renaud Blanch, Miguel Santana |
| 2016 | Incorporating Expert Feedback into Active Anomaly Discovery. | Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott |
| 2016 | Outlier Detection from Network Data with Subnetwork Interpretation. | Xuan-Hong Dang, Arlei Silva, Ambuj K. Singh, Ananthram Swami, Prithwish Basu |
| 2016 | Query-Based Evolutionary Graph Cuboid Outlier Detection. | Ayushi Dalmia, Manish Gupta, Vasudeva Varma |
| 2016 | Sentiment Lexica from Paired Comparisons. | Christoph Dalitz, Katrin E. Bednarek |
| 2016 | On Efficient External-Memory Triangle Listing. | Yi Cui, Di Xiao, Dmitri Loguinov |
| 2016 | Laplacian SVM for Learning from Label Proportions. | Limeng Cui, Zhensong Chen, Fan Meng, Yong Shi |