Table of Contents

• Efficient Planning in Large POMDPs through Policy Graph Based Factorized ApproximationsJoni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mikko A. Uusitalo. 1-16 [doi]
• Unsupervised Trajectory SamplingNikos Pelekis, Ioannis Kopanakis, Costas Panagiotakis, Yannis Theodoridis. 17-33 [doi]
• Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function VariationsFrédéric Pennerath. 34-49 [doi]
• Large Margin Learning of Bayesian Classifiers Based on Gaussian Mixture ModelsFranz Pernkopf, Michael Wohlmayr. 50-66 [doi]
• Learning with Ensembles of Randomized Trees : New InsightsVincent Pisetta, Pierre-Emmanuel Jouve, Djamel A. Zighed. 67-82 [doi]
• Entropy and Margin Maximization for Structured Output LearningPatrick Pletscher, Cheng Soon Ong, Joachim M. Buhmann. 83-98 [doi]
• Virus Propagation on Time-Varying Networks: Theory and Immunization AlgorithmsB. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos. 99-114 [doi]
• Adapting Decision DAGs for Multipartite RankingJosé Ramón Quevedo, Elena Montañés, Oscar Luaces, Juan José del Coz. 115-130 [doi]
• Fast and Scalable Algorithms for Semi-supervised Link Prediction on Static and Dynamic GraphsRudy Raymond, Hisashi Kashima. 131-147 [doi]
• Modeling Relations and Their Mentions without Labeled TextSebastian Riedel, Limin Yao, Andrew McCallum. 148-163 [doi]
• An Efficient and Scalable Algorithm for Local Bayesian Network Structure DiscoverySergio Rodrigues de Morais, Alex Aussem. 164-179 [doi]
• Selecting Information Diffusion Models over Social Networks for Behavioral AnalysisKazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda. 180-195 [doi]
• Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent ApproachKatya Scheinberg, Irina Rish. 196-212 [doi]
• Online Structural Graph Clustering Using Frequent Subgraph MiningMadeleine Seeland, Tobias Girschick, Fabian Buchwald, Stefan Kramer. 213-228 [doi]
• Large-Scale Support Vector Learning with Structural KernelsAliaksei Severyn, Alessandro Moschitti. 229-244 [doi]
• Synchronization Based Outlier DetectionJunming Shao, Christian Böhm, Qinli Yang, Claudia Plant. 245-260 [doi]
• Laplacian Spectrum LearningPannagadatta K. Shivaswamy, Tony Jebara. 261-276 [doi]
• ::::k::::-Version-Space Multi-class Classification Based on ::::k::::-Consistency TestsEvgueni N. Smirnov, Georgi I. Nalbantov, Nikolay I. Nikolaev. 277-292 [doi]
• Complexity Bounds for Batch Active Learning in ClassificationPhilippe Rolet, Olivier Teytaud. 293-305 [doi]
• Semi-supervised Projection Clustering with Transferred Centroid RegularizationBin Tong, Hao Shao, Bin-Hui Chou, Einoshin Suzuki. 306-321 [doi]
• Permutation Testing Improves Bayesian Network LearningIoannis Tsamardinos, Giorgos Borboudakis. 322-337 [doi]
• Example-dependent Basis Vector Selection for Kernel-Based ClassifiersAntti Ukkonen, Marta Arias. 338-353 [doi]
• Surprising Patterns for the Call Duration Distribution of Mobile Phone UsersPedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro. 354-369 [doi]
• Variational Bayesian Mixture of Robust CCA ModelsJaakko Viinikanoja, Arto Klami, Samuel Kaski. 370-385 [doi]
• Adverse Drug Reaction Mining in Pharmacovigilance Data Using Formal Concept AnalysisJean Villerd, Yannick Toussaint, Agnès Lillo-Le Louët. 386-401 [doi]
• Topic Models Conditioned on RelationsMirwaes Wahabzada, Zhao Xu, Kristian Kersting. 402-417 [doi]
• Shift-Invariant Grouped Multi-task Learning for Gaussian ProcessesYuyang Wang, Roni Khardon, Pavlos Protopapas. 418-434 [doi]
• Nonparametric Bayesian Clustering EnsemblesPu Wang, Carlotta Domeniconi, Kathryn Blackmond Laskey. 435-450 [doi]
• Directed Graph Learning via High-Order Co-linkage AnalysisHua Wang, Chris H. Q. Ding, Heng Huang. 451-466 [doi]
• Incorporating Domain Models into Bayesian Optimization for RLAaron Wilson, Alan Fern, Prasad Tadepalli. 467-482 [doi]
• Efficient and Numerically Stable Sparse LearningSihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren. 483-498 [doi]
• Fast Active Exploration for Link-Based Preference Learning Using Gaussian ProcessesZhao Xu, Kristian Kersting, Thorsten Joachims. 499-514 [doi]
• Many-to-Many Graph Matching: A Continuous Relaxation ApproachMikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert. 515-530 [doi]
• Competitive Online Generalized Linear Regression under Square LossFedor Zhdanov, Vladimir Vovk. 531-546 [doi]
• Cross Validation Framework to Choose amongst Models and Datasets for Transfer LearningErHeng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren. 547-562 [doi]
• Fast, Effective Molecular Feature Mining by Local OptimizationAlbrecht Zimmermann, Björn Bringmann, Ulrich Rückert. 563-578 [doi]
• AnswerArt - Contextualized Question AnsweringLorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. 579-582 [doi]
• Real-Time News Recommender SystemBlaz Fortuna, Carolina Fortuna, Dunja Mladenic. 583-586 [doi]
• CET: A Tool for Creative Exploration of GraphsStefan Haun, Andreas Nürnberger, Tobias Kötter, Kilian Thiel, Michael R. Berthold. 587-590 [doi]
• NewsGist: A Multilingual Statistical News SummarizerMijail Alexandrov Kabadjov, Martin Atkinson, Josef Steinberger, Ralf Steinberger, Erik Van der Goot. 591-594 [doi]
• QUEST: Query Expansion Using Synonyms over TimeNattiya Kanhabua, Kjetil Nørvåg. 595-598 [doi]
• Flu Detector - Tracking Epidemics on TwitterVasileios Lampos, Tijl De Bie, Nello Cristianini. 599-602 [doi]
• X-SDR: An Extensible Experimentation Suite for Dimensionality ReductionPanagis Magdalinos, Anastasios Kapernekas, Alexandros Mpiratsis, Michalis Vazirgiannis. 603-606 [doi]
• ::::SOREX::::: Subspace Outlier Ranking Exploration ToolkitEmmanuel Müller, Matthias Schiffer, Patrick Gerwert, Matthias Hannen, Timm Jansen, Thomas Seidl. 607-610 [doi]
• KDTA: Automated Knowledge-Driven Text AnnotationKaterina Papantoniou, George Tsatsaronis, Georgios Paliouras. 611-614 [doi]
• Detecting Events in a Million New York Times ArticlesTristan Snowsill, Ilias N. Flaounas, Tijl De Bie, Nello Cristianini. 615-618 [doi]
• Experience STORIES: A Visual News Search and Summarization SystemIlija Subasic, Bettina Berendt. 619-623 [doi]
• Exploring Real Mobility Data with M-AtlasRoberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti. 624-627 [doi]