Table of Contents

• Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector MachinesSangkyun Lee, Stephen J. Wright. 1-14 [doi]
• A Convex Method for Locating Regions of Interest with Multi-instance LearningYu-Feng Li, James T. Kwok, Ivor W. Tsang, Zhi-Hua Zhou. 15-30 [doi]
• Active Learning for Reward Estimation in Inverse Reinforcement LearningManuel Lopes, Francisco S. Melo, Luis Montesano. 31-46 [doi]
• Simulated Iterative Classification A New Learning Procedure for Graph LabelingFrancis Maes, Stéphane Peters, Ludovic Denoyer, Patrick Gallinari. 47-62 [doi]
• Graph-Based Discrete Differential Geometry for Critical Instance FilteringElena Marchiori. 63-78 [doi]
• Integrating Novel Class Detection with Classification for Concept-Drifting Data StreamsMohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. 79-94 [doi]
• Neural Networks for State Evaluation in General Game PlayingDaniel Michulke, Michael Thielscher. 95-110 [doi]
• Learning to Disambiguate Search Queries from Short SessionsLilyana Mihalkova, Raymond J. Mooney. 111-127 [doi]
• Dynamic Factor Graphs for Time Series ModelingPiotr W. Mirowski, Yann LeCun. 128-143 [doi]
• On Feature Selection, Bias-Variance, and BaggingM. Arthur Munson, Rich Caruana. 144-159 [doi]
• Efficient Pruning Schemes for Distance-Based Outlier DetectionNguyen Hoang Vu, Vivekanand Gopalkrishnan. 160-175 [doi]
• The Sensitivity of Latent Dirichlet Allocation for Information RetrievalLaurence A. F. Park, Kotagiri Ramamohanarao. 176-188 [doi]
• Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass ClassificationSang-Hyeun Park, Johannes Fürnkranz. 189-204 [doi]
• The Model of Most Informative Patterns and Its Application to Knowledge Extraction from Graph DatabasesFrédéric Pennerath, Amedeo Napoli. 205-220 [doi]
• On Discriminative Parameter Learning of Bayesian Network ClassifiersFranz Pernkopf, Michael Wohlmayr. 221-237 [doi]
• Mining Spatial Co-location Patterns with Dynamic Neighborhood ConstraintFeng Qian, Qinming He, Jiangfeng He. 238-253 [doi]
• Classifier Chains for Multi-label ClassificationJesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank. 254-269 [doi]
• Dependency Tree Kernels for Relation Extraction from Natural Language TextFrank Reichartz, Hannes Korte, Gerhard Paass. 270-285 [doi]
• Statistical Relational Learning with Formal OntologiesAchim Rettinger, Matthias Nickles, Volker Tresp. 286-301 [doi]
• Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based AlgorithmPhilippe Rolet, Michèle Sebag, Olivier Teytaud. 302-317 [doi]
• Capacity Control for Partially Ordered Feature SetsUlrich Rückert. 318-333 [doi]
• Reconstructing Data Perturbed by Random Projections When the Mixing Matrix Is KnownYingpeng Sang, Hong Shen, Hui Tian. 334-349 [doi]
• Identifying the Original Contribution of a Document via Language ModelingBenyah Shaparenko, Thorsten Joachims. 350-365 [doi]
• Relaxed Transfer of Different Classes via Spectral PartitionXiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren. 366-381 [doi]
• Mining Databases to Mine Queries FasterArno Siebes, Diyah Puspitaningrum. 382-397 [doi]
• MACs: Multi-Attribute Co-clusters with High Correlation InformationKelvin Sim, Vivekanand Gopalkrishnan, Hon Nian Chua, See-Kiong Ng. 398-413 [doi]
• Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor GraphsSameer Singh, Karl Schultz, Andrew McCallum. 414-429 [doi]
• Latent Dirichlet Allocation for Automatic Document CategorizationIstván Bíró, Jácint Szabó. 430-441 [doi]
• New Regularized Algorithms for Transductive LearningPartha Pratim Talukdar, Koby Crammer. 442-457 [doi]
• Enhancing the Performance of Centroid Classifier by ECOC and Model RefinementSongbo Tan, Gaowei Wu, Xueqi Cheng. 458-472 [doi]
• Optimal Online Learning Procedures for Model-Free Policy EvaluationTsuyoshi Ueno, Shin-ichi Maeda, Motoaki Kawanabe, Shin Ishii. 473-488 [doi]
• Kernels for Periodic Time Series Arising in AstronomyGabriel Wachman, Roni Khardon, Pavlos Protopapas, Charles R. Alcock. 489-505 [doi]
• K-Subspace ClusteringDingding Wang, Chris H. Q. Ding, Tao Li. 506-521 [doi]
• Latent Dirichlet Bayesian Co-ClusteringPu Wang, Carlotta Domeniconi, Kathryn B. Laskey. 522-537 [doi]
• Variational Graph Embedding for Globally and Locally Consistent Feature ExtractionShuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou, Bao-Gang Hu. 538-553 [doi]
• Protein Identification from Tandem Mass Spectra with Probabilistic Language ModelingYiming Yang, Abhay Harpale, Subramaniam Ganapathy. 554-569 [doi]
• Causality Discovery with Additive Disturbances: An Information-Theoretical PerspectiveKun Zhang, Aapo Hyvärinen. 570-585 [doi]
• Subspace Regularization: A New Semi-supervised Learning MethodYan-Ming Zhang, Xinwen Hou, Shiming Xiang, Cheng-Lin Liu. 586-601 [doi]
• Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-supervised ExtensionYu Zhang, Dit-Yan Yeung. 602-616 [doi]
• Semi-Supervised Multi-Task RegressionYu Zhang, Dit-Yan Yeung. 617-631 [doi]
• A Flexible and Efficient Algorithm for Regularized Fisher Discriminant AnalysisZhihua Zhang, Guang Dai, Michael I. Jordan. 632-647 [doi]
• Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative PatternsYanchang Zhao, Huaifeng Zhang, Shanshan Wu, Jian Pei, Longbing Cao, Chengqi Zhang, Hans Bohlscheid. 648-663 [doi]
• Learning the Difference between Partially Observable Dynamical SystemsSami Zhioua, Doina Precup, François Laviolette, Josée Desharnais. 664-677 [doi]
• Universal Learning over Related Distributions and Adaptive Graph TransductionErHeng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. 678-693 [doi]
• The Feature Importance Ranking MeasureAlexander Zien, Nicole Krämer, Sören Sonnenburg, Gunnar Rätsch. 694-709 [doi]
• OTTHO: On the Tip of My THOughtPierpaolo Basile, Marco Degemmis, Pasquale Lops, Giovanni Semeraro. 710-713 [doi]
• Protecting Sensitive Topics in Text Documents with PROTEXTORChad M. Cumby. 714-717 [doi]
• Enhanced Web Page Content Visualization with FirefoxLorand Dali, Delia Rusu, Dunja Mladenic. 718-721 [doi]
• ClusTR: Exploring Multivariate Cluster Correlations and Topic TrendsLuigi Di Caro, Alejandro Jaimes. 722-725 [doi]
• Visual OntoBridge: Semi-automatic Semantic Annotation SoftwareMiha Grcar, Dunja Mladenic. 726-729 [doi]
• Semi-automatic Categorization of Videos on VideoLectures.netMiha Grcar, Dunja Mladenic, Peter Kese. 730-733 [doi]
• Discovering Patterns in Flows: A Privacy Preserving Approach with the ACSM PrototypeStéphanie Jacquemont, François Jacquenet, Marc Sebban. 734-737 [doi]
• Using Temporal Language Models for Document DatingNattiya Kanhabua, Kjetil NørvÃ¥g. 738-741 [doi]
• Omiotis: A Thesaurus-Based Measure of Text RelatednessGeorge Tsatsaronis, Iraklis Varlamis, Michalis Vazirgiannis, Kjetil NørvÃ¥g. 742-745 [doi]
• Found in TranslationMarco Turchi, Ilias N. Flaounas, Omar Ali, Tijl De Bie, Tristan Snowsill, Nello Cristianini. 746-749 [doi]
• A Community-Based Platform for Machine Learning ExperimentationJoaquin Vanschoren, Hendrik Blockeel. 750-754 [doi]
• TeleComVis: Exploring Temporal Communities in Telecom NetworksQi Ye, Bin Wu, Lijun Suo, Tian Zhu, Chao Han, Bai Wang. 755-758 [doi]