Table of Contents

• BoostMF: Boosted Matrix Factorisation for Collaborative RankingNipa Chowdhury, Xiongcai Cai, Cheng Luo. 3-18 [doi]
• Convex Factorization MachinesMathieu Blondel, Akinori Fujino, Naonori Ueda. 19-35 [doi]
• Generalized Matrix Factorizations as a Unifying Framework for Pattern Set Mining: Complexity Beyond BlocksPauli Miettinen. 36-52 [doi]
• Scalable Bayesian Non-negative Tensor Factorization for Massive Count DataChangwei Hu, Piyush Rai, Changyou Chen, Matthew Harding, Lawrence Carin. 53-70 [doi]
• A Practical Approach to Reduce the Learning Bias Under Covariate ShiftVan-Tinh Tran, Alex Aussem. 71-86 [doi]
• Hyperparameter Optimization with Factorized Multilayer PerceptronsNicolas Schilling, Martin Wistuba, Lucas Drumond, Lars Schmidt-Thieme. 87-103 [doi]
• Hyperparameter Search Space Pruning - A New Component for Sequential Model-Based Hyperparameter OptimizationMartin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme. 104-119 [doi]
• Multi-Task Learning with Group-Specific Feature Space SharingNiloofar Yousefi, Michael Georgiopoulos, Georgios C. Anagnostopoulos. 120-136 [doi]
• Opening the Black Box: Revealing Interpretable Sequence Motifs in Kernel-Based Learning AlgorithmsMarina M.-C. Vidovic, Nico Görnitz, Klaus-Robert Müller, Gunnar Rätsch, Marius Kloft. 137-153 [doi]
• Fast Generation of Best Interval Patterns for Nonmonotonic ConstraintsAleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli. 157-172 [doi]
• Non-parametric Jensen-Shannon DivergenceHoang Vu Nguyen, Jilles Vreeken. 173-189 [doi]
• Swap Randomization of Bases of Sequences for Mining Satellite Image Times SeriesNicolas Méger, Christophe Rigotti, Catherine Pothier. 190-205 [doi]
• The Difference and the Norm - Characterising Similarities and Differences Between DatabasesKailash Budhathoki, Jilles Vreeken. 206-223 [doi]
• Dyad Ranking Using A Bilinear Plackett-Luce ModelDirk Schäfer, Eyke Hüllermeier. 227-242 [doi]
• Fast Training of Support Vector Machines for Survival AnalysisSebastian Pölsterl, Nassir Navab, Amin Katouzian. 243-259 [doi]
• Superset Learning Based on Generalized Loss MinimizationEyke Hüllermeier, Weiwei Cheng. 260-275 [doi]
• Bayesian Modelling of the Temporal Aspects of Smart Home Activity with Circular StatisticsTom Diethe, Niall Twomey, Peter A. Flach. 279-294 [doi]
• Message Scheduling Methods for Belief PropagationChristian Knoll, Michael Rath, Sebastian Tschiatschek, Franz Pernkopf. 295-310 [doi]
• Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic ProgramsDavid Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank Wood. 311-326 [doi]
• Planning in Discrete and Continuous Markov Decision Processes by Probabilistic ProgrammingDavide Nitti, Vaishak Belle, Luc De Raedt. 327-342 [doi]
• Simplifying, Regularizing and Strengthening Sum-Product Network Structure LearningAntonio Vergari, Nicola Di Mauro, Floriana Esposito. 343-358 [doi]
• Sparse Bayesian Recurrent Neural NetworksSotirios P. Chatzis. 359-372 [doi]
• Structured Prediction of Sequences and Trees Using Infinite ContextsEhsan Shareghi, Gholamreza Haffari, Trevor Cohn, Ann Nicholson. 373-389 [doi]
• Temporally Coherent Role-Topic Models (TCRTM): Deinterlacing Overlapping Activity PatternsEvgeniy Bart, Bob Price, John Hanley. 390-405 [doi]
• The Blind Leading the Blind: Network-Based Location Estimation Under UncertaintyEric Malmi, Arno Solin, Aristides Gionis. 406-421 [doi]
• Weighted Rank Correlation: A Flexible Approach Based on Fuzzy Order RelationsSascha Henzgen, Eyke Hüllermeier. 422-437 [doi]
• Concurrent Inference of Topic Models and Distributed Vector RepresentationsDebakar Shamanta, Sheikh Motahar Naim, Parang Saraf, Naren Ramakrishnan, M. Shahriar Hossain. 441-457 [doi]
• Differentially Private Analysis of OutliersRina Okada, Kazuto Fukuchi, Jun Sakuma. 458-473 [doi]
• Inferring Unusual Crowd Events from Mobile Phone Call Detail RecordsYuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla. 474-492 [doi]
• Learning Pretopological Spaces for Lexical Taxonomy AcquisitionGuillaume Cleuziou, Gaël Dias. 493-508 [doi]
• Multidimensional Prediction Models When the Resolution Context ChangesAdolfo Martínez Usó, José Hernández-Orallo. 509-524 [doi]
• Semi-supervised Subspace Co-Projection for Multi-class Heterogeneous Domain AdaptationMin Xiao, Yuhong Guo. 525-540 [doi]
• Towards Computation of Novel Ideas from Corpora of Scientific TextHaixia Liu, James Goulding, Tim J. Brailsford. 541-556 [doi]
• Discovering Audience Groups and Group-Specific InfluencersShuyang Lin, Qingbo Hu, Jingyuan Zhang, Philip S. Yu. 559-575 [doi]
• Estimating Potential Customers Anywhere and Anytime Based on Location-Based Social NetworksHsun-Ping Hsieh, Cheng-Te Li, Shou-de Lin. 576-592 [doi]
• Exact Hybrid Covariance Thresholding for Joint Graphical LassoQingming Tang, Chao Yang, Jian Peng 0001, Jinbo Xu. 593-607 [doi]
• Fast Inbound Top-K Query for Random Walk with RestartChao Zhang, Shan Jiang, Yucheng Chen, Yidan Sun, Jiawei Han. 608-624 [doi]
• Finding Community Topics and Membership in GraphsMatt Revelle, Carlotta Domeniconi, Mack Sweeney, Aditya Johri. 625-640 [doi]
• Finding Dense Subgraphs in Relational GraphsVinay Jethava, Niko Beerenwinkel. 641-654 [doi]
• Generalized Modularity for Community DetectionMohadeseh Ganji, Abbas Seifi, Hosein Alizadeh, James Bailey, Peter J. Stuckey. 655-670 [doi]
• Handling Oversampling in Dynamic Networks Using Link PredictionBenjamin Fish, Rajmonda S. Caceres. 671-686 [doi]
• Hierarchical Sparse Dictionary LearningXiao Bian, Xia Ning, Geoff Jiang. 687-700 [doi]
• Latent Factors Meet Homophily in Diffusion ModellingDuc Minh Luu, Ee-Peng Lim. 701-718 [doi]
• Maintaining Sliding-Window Neighborhood Profiles in Interaction NetworksRohit Kumar, Toon Calders, Aristides Gionis, Nikolaj Tatti. 719-735 [doi]
• Response-Guided Community Detection: Application to Climate Index DiscoveryGonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova. 736-751 [doi]
• Robust Classification of Information Networks by Consistent Graph LearningShi Zhi, Jiawei Han, Quanquan Gu. 752-767 [doi]