Abstract is missing.
- Sparse Kernel-SARSA(λ) with an Eligibility TraceMatthew W. Robards, Peter Sunehag, Scott Sanner, Bhaskara Marthi. 1-17 [doi]
- Influence and Passivity in Social MediaDaniel M. Romero, Wojciech Galuba, Sitaram Asur, Bernardo A. Huberman. 18-33 [doi]
- Preference Elicitation and Inverse Reinforcement LearningConstantin A. Rothkopf, Christos Dimitrakakis. 34-48 [doi]
- A Novel Framework for Locating Software Faults Using Latent DivergencesShounak Roychowdhury, Sarfraz Khurshid. 49-64 [doi]
- Transfer Learning with Adaptive RegularizersUlrich Rückert, Marius Kloft. 65-80 [doi]
- Multimodal Nonlinear Filtering Using Gauss-Hermite QuadratureHannes P. Saal, Nicolas M. O. Heess, Sethu Vijayakumar. 81-96 [doi]
- Active Supervised Domain AdaptationAvishek Saha, Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian, Scott L. DuVall. 97-112 [doi]
- Efficiently Approximating Markov Tree Bagging for High-Dimensional Density EstimationFrançois Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel. 113-128 [doi]
- Resource-Aware On-line RFID Localization Using Proximity DataChristoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho, Gerd Stumme. 129-144 [doi]
- On the Stratification of Multi-label DataKonstantinos Sechidis, Grigorios Tsoumakas, Ioannis P. Vlahavas. 145-158 [doi]
- Learning First-Order Definite Theories via Object-Based QueriesJoseph Selman, Alan Fern. 159-174 [doi]
- Fast Support Vector Machines for Structural KernelsAliaksei Severyn, Alessandro Moschitti. 175-190 [doi]
- Generalized Agreement Statistics over Fixed Group of ExpertsMohak Shah. 191-206 [doi]
- Compact Coding for Hyperplane Classifiers in Heterogeneous EnvironmentHao Shao, Bin Tong, Einoshin Suzuki. 207-222 [doi]
- Multi-label Ensemble LearningChuan Shi, Xiangnan Kong, Philip S. Yu, Bai Wang. 223-239 [doi]
- Rule-Based Active Sampling for Learning to RankRodrigo Silva, Marcos André Gonçalves, Adriano Veloso. 240-255 [doi]
- Parallel Structural Graph ClusteringMadeleine Seeland, Simon A. Berger, Alexandros Stamatakis, Stefan Kramer. 256-272 [doi]
- Aspects of Semi-supervised and Active Learning in Conditional Random FieldsNataliya Sokolovska. 273-288 [doi]
- Comparing Probabilistic Models for Melodic SequencesAthina Spiliopoulou, Amos J. Storkey. 289-304 [doi]
- Fast Projections onto ℓ1, q -Norm Balls for Grouped Feature SelectionSuvrit Sra. 305-317 [doi]
- Generalized Dictionary Learning for Symmetric Positive Definite Matrices with Application to Nearest Neighbor RetrievalSuvrit Sra, Anoop Cherian. 318-332 [doi]
- Network Regression with Predictive Clustering TreesDaniela Stojanova, Michelangelo Ceci, Annalisa Appice, Saso Dzeroski. 333-348 [doi]
- Learning from Label Proportions by Optimizing Cluster Model SelectionMarco Stolpe, Katharina Morik. 349-364 [doi]
- The Minimum Code Length for Clustering Using the Gray CodeMahito Sugiyama, Akihiro Yamamoto. 365-380 [doi]
- Learning to Infer Social Ties in Large NetworksWenbin Tang, Honglei Zhuang, Jie Tang. 381-397 [doi]
- Comparing Apples and Oranges - Measuring Differences between Data Mining ResultsNikolaj Tatti, Jilles Vreeken. 398-413 [doi]
- Learning Monotone Nonlinear Models Using the Choquet IntegralAli Fallah Tehrani, Weiwei Cheng, Krzysztof Dembczynski, Eyke Hüllermeier. 414-429 [doi]
- Feature Selection for Transfer LearningSelen Uguroglu, Jaime G. Carbonell. 430-442 [doi]
- Multiview Semi-supervised Learning for Ranking Multilingual DocumentsNicolas Usunier, Massih-Reza Amini, Cyril Goutte. 443-458 [doi]
- Non-redundant Subgroup Discovery in Large and Complex DataMatthijs van Leeuwen, Arno J. Knobbe. 459-474 [doi]
- Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet AllocationMirwaes Wahabzada, Kristian Kersting. 475-490 [doi]
- A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social NetworksHuaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang. 491-505 [doi]
- Correcting Bias in Statistical Tests for Network Classifier EvaluationTao Wang, Jennifer Neville, Brian Gallagher, Tina Eliassi-Rad. 506-521 [doi]
- Differentiating Code from Data in x86 BinariesRichard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu, Bhavani M. Thuraisingham. 522-536 [doi]
- Bayesian Matrix Co-Factorization: Variational Algorithm and Cramér-Rao BoundJiho Yoo, Seungjin Choi. 537-552 [doi]
- Learning from Inconsistent and Unreliable Annotators by a Gaussian Mixture Model and Bayesian Information CriterionPing Zhang, Zoran Obradovic. 553-568 [doi]
- iDVS: An Interactive Multi-document Visual Summarization SystemYi Zhang 0005, Dingding Wang, Tao Li. 569-584 [doi]
- Discriminative Experimental DesignYu Zhang, Dit-Yan Yeung. 585-596 [doi]
- Active Learning with Evolving Streaming DataIndre Zliobaite, Albert Bifet, Bernhard Pfahringer, Geoff Holmes. 597-612 [doi]
- Celebrity Watch: Browsing News Content by Exploiting Social IntelligenceOmar Ali, Ilias N. Flaounas, Tijl De Bie, Nello Cristianini. 613-616 [doi]
- MOA: A Real-Time Analytics Open Source FrameworkAlbert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read, Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl. 617-620 [doi]
- L-SME: A System for Mining Loosely Structured MotifsFabio Fassetti, Gianluigi Greco, Giorgio Terracina. 621-625 [doi]
- The MASH ProjectFrançois Fleuret, Philip Abbet, Charles Dubout, Leonidas Lefakis. 626-629 [doi]
- Activity Recognition with Mobile PhonesJordan Frank, Shie Mannor, Doina Precup. 630-633 [doi]
- MIME: A Framework for Interactive Visual Pattern MiningBart Goethals, Sandy Moens, Jilles Vreeken. 634-637 [doi]
- InFeRno - An Intelligent Framework for Recognizing Pornographic Web PagesSotiris Karavarsamis, Nikos Ntarmos, Konstantinos Blekas. 638-641 [doi]
- MetaData Retrieval: A Software Prototype for the Annotation of Maps with Social MetadataRosa Meo, Elena Roglia, Enrico Ponassi. 642-645 [doi]
- TRUMIT: A Tool to Support Large-Scale Mining of Text Association RulesRobert Neumayer, George Tsatsaronis, Kjetil Nørvåg. 646-649 [doi]
- Traffic Jams Detection Using Flock MiningRebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti. 650-653 [doi]
- Exploring City Structure from Georeferenced Photos Using Graph Centrality MeasuresKaterina Vrotsou, Natalia V. Andrienko, Gennady L. Andrienko, Piotr Jankowski. 654-657 [doi]