Table of Contents

• Improving Classifier Performance by Autonomously Collecting Background Knowledge from the WebSteven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor. 1-6 [doi]
• Multiple Sources Classification of Gene Position on Chromosomes Using Statistical Significance of Individual Classification ResultsLoai M. Alnemer, Omar Al Azzam, Charith Chitraranjan, Anne M. Denton, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian. 7-12 [doi]
• Max-Coupled Learning: Application to Breast CancerJaime S. Cardoso, Inês Domingues. 13-18 [doi]
• Network-Based Filtering of Unreliable Markers in Genome MappingOmar Al Azzam, Loai Al Nimer, Charith Chitraranjan, Anne M. Denton, Ajay Kumar, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian. 19-24 [doi]
• Automatic Dishware Inspection: Applications and Comparisons of Two New MethodsTrung H. Duong, Mohsen Emami, Lawrence L. Hoberock. 25-30 [doi]
• Speech Rating System through Space MappingIbrahim Almosallam, Mohamed AlKanhal. 31-35 [doi]
• Infinite Decision Agent Ensemble Learning System for Credit Risk AnalysisShukai Li, Ivor W. Tsang, Narendra S. Chaudhari. 36-39 [doi]
• Discovering Communities in Social Networks Using Topology and AttributesSaeed Salem, Shadi Banitaan, Ibrahim Aljarah, James E. Brewer, Rami Alroobi. 40-43 [doi]
• Using SVD for Segmentation and Classification of Human Hand ActionsAlberto Cavallo. 44-48 [doi]
• Using Genre Interest of Users to Detect Profile Injection Attacks in Movie Recommender SystemsGhazaleh Aghili, Mehdi Shajari, Shahram Khadivi, Mohammad Amin Morid. 49-52 [doi]
• Mobile Robot Self-Localization Based on Omnidirectional Vision and Gaussian ModelsDiego Campos-Sobrino, Francisco Coral-Sabido, Martha Varguez-Moo, Víctor Uc-Cetina, Arturo Espinosa-Romero. 53-58 [doi]
• MPI-based Parallelization for ILP-based Multi-relational Concept DiscoveryAlev Mutlu, Pinar Senkul, Yusuf Kavurucu. 59-62 [doi]
• A Model of Joint Learning in Poverty: Coordination and Recommendation Systems in Low-Income CommunitiesAndre Ribeiro. 63-67 [doi]
• Statistical Learning for File-Type IdentificationSiddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime G. Carbonell. 68-73 [doi]
• Bayesian Embedding of Co-occurrence Data for Query-Based VisualizationMohammad Khoshneshin, W. Nick Street, Padmini Srinivasan. 74-79 [doi]
• Motion Compensated X-ray CT Algorithm for Moving ObjectsTakumi Tanaka, Shin-ichi Maeda, Shin Ishii. 80-83 [doi]
• A Data-Mining Approach to Travel Price ForecastingTill Wohlfarth, Stéphan Clémençon, François Roueff, Xavier Casellato. 84-89 [doi]
• An Empirical Investigation of Stacking for Music Tag AnnotationAnthony Theocharis, Matt Pierce, George Tzanetakis. 90-95 [doi]
• An Attention-Based Image Retrieval SystemGulsah Tumuklu Ozyer, Fatos Yarman Vural. 96-99 [doi]
• Machine Learning for Author Affiliation within Web Forums - Using Statistical Techniques on NLP Features for Online Group IdentificationJeffrey Ellen, Shibin Parameswaran. 100-105 [doi]
• Splitting and Merging Gaussian Mixture Model Components: An Evolutionary ApproachThiago F. Covoes, Eduardo R. Hruschka. 106-111 [doi]
• An Improved Deterministic Implementation Method for Bayesian Mixture DistributionsYohei Nakada. 112-117 [doi]
• Terrain Mapping and Obstacle Detection Using Gaussian ProcessesMorten Kjærgaard, Enis Bayramoglu, Alessandro Massaro, Kjeld Jensen. 118-123 [doi]
• Dynamic Testing and Calibration of Gaussian Processes for Vehicle Attitude EstimationJordan Britt, David J. Broderick, David M. Bevly, John Y. Hung. 124-128 [doi]
• Infinite Dirichlet Mixture Model and Its Application via Variational BayesWentao Fan, Nizar Bouguila. 129-132 [doi]
• Heuristic Evaluation of Expansions for Non-linear Hierarchical Slow Feature AnalysisAlberto N. Escalante, Laurenz Wiskott. 133-138 [doi]
• Nonparametric Feature Extraction via Direct Maximum Margin AlignmentMiao Cheng, Yuan Yan Tang, Chi-Man Pun. 139-144 [doi]
• Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification ProblemsMalak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli. 145-150 [doi]
• Stability and Classification Performance of Feature Selection TechniquesHuanjing Wang, Taghi M. Khoshgoftaar, Qianhui Althea Liang. 151-156 [doi]
• A Robust Affine Invariant Feature Matching ApproachCe Gao, Yixu Song, Peifa Jia. 157-160 [doi]
• L0-Regularized Parametric Non-negative Factorization for Analyzing Composite SignalsTakumi Kobayashi, Kenji Watanabe, Nobuyuki Otsu. 161-165 [doi]
• L1 vs. L2 Regularization in Text Classification when Learning from Labeled FeaturesSinziana Mazilu, José Iria. 166-171 [doi]
• Impact of Noise and Data Sampling on Stability of Feature SelectionAhmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald. 172-177 [doi]
• Learning Recognition of Ambiguous Proper Names in HindiR. Mahesh K. Sinha. 178-182 [doi]
• The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty YearsLetizia Marchegiani, Seliz G. Karadogan, Tobias Andersen, Jan Larsen, Lars Kai Hansen. 183-188 [doi]
• On Convergence of Discriminative Training Algorithm for Speaker RecognitionSrikanth R. Madikeri, Hema A. Murthy. 189-193 [doi]
• Avatar Face Recognition Using Wavelet Transform and Hierarchical Multi-scale LBPAbdallah A. Mohamed, Darryl D'Souza, Naouel Baili, Roman V. Yampolskiy. 194-199 [doi]
• Arabic Handwriting Recognition Using Concavity Features and Classifier FusionSherif Abdel Azeem, Maha El Meseery. 200-203 [doi]
• Recognition of Segmented Online Arabic Handwritten Characters of the ADAB DatabaseSherif Abdel Azeem, Hany Ahmed. 204-207 [doi]
• De-noising Slap Fingerprint Images for Accurate Slap Fingerprint SegmentationN. Pattabhi Ramaiah, C. Krishna Mohan. 208-211 [doi]
• Incremental Compressive Pattern ClassificationAndrzej Ruta. 212-216 [doi]
• Fault Detection through Sequential Filtering of Novelty PatternsJohn Cuzzola, Dragan Gasevic, Ebrahim Bagheri. 217-222 [doi]
• Towards Incremental Learning of Mildly Context-Sensitive GrammarsKatsuhiko Nakamura, Keita Imada. 223-228 [doi]
• Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based Machine LearningHisao Ishibuchi, Shingo Mihara, Yusuke Nojima. 229-234 [doi]
• On-line Learning with Evolutionary Algorithms towards Adaptation of Underwater Vehicle Missions to Dynamic Ocean EnvironmentsMae L. Seto. 235-240 [doi]
• Active Batch Selection for Fuzzy Classification in Facial Expression RecognitionShayok Chakraborty, Hemanth Venkateswara, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan. 241-246 [doi]
• Predictive Subspace ClusteringBrian McWilliams, Giovanni Montana. 247-252 [doi]
• Solving the Traveling Salesman Problem through Iterative Extended Changing Crossover OperatorsRyouei Takahashi. 253-258 [doi]
• Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image DatasetHoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach. 259-264 [doi]
• Document Clustering for Forensic Computing: An Approach for Improving Computer InspectionLuís Filipe da Cruz Nassif, Eduardo R. Hruschka. 265-268 [doi]
• A GA-based Learning Algorithm for Inducing M-of-N-like Text ClassifiersVeronica L. Policicchio, Adriana Pietramala, Pasquale Rullo. 269-274 [doi]
• Dimensionality Reduction by Unsupervised K-Nearest Neighbor RegressionOliver Kramer. 275-278 [doi]
• Discovering Clusters with Arbitrary Shapes and Densities in Data StreamsAmr Magdy, Noha A. Yousri, Nagwa M. El-Makky. 279-282 [doi]
• On a Distributed Approach for Density-Based ClusteringNhien-An Le-Khac, M. Tahar Kechadi. 283-286 [doi]
• Tactile Sensor System Processing Based on K-means ClusteringHarry Chan-Maestas, Donald A. Sofge. 287-292 [doi]
• Hybrid Evolution of Convolutional NetworksBrian Cheung, Carl Sable. 293-297 [doi]
• Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior ClassificationPretesh B. Patel, Tshilidzi Marwala. 298-303 [doi]
• Pre-trained Neural Networks Used for Non-linear State EstimationEnis Bayramoglu, Nils A. Andersen, Ole Ravn, Niels Kjølstad Poulsen. 304-310 [doi]
• Robust Training of Multilayer Neural Networks Using Parameterized Online Quasi-Newton AlgorithmHiroshi Ninomiya. 311-316 [doi]
• A Non-parametric Approach to Approximate Dynamic ProgrammingHadrien Glaude, Fadi Akrimi, Matthieu Geist, Olivier Pietquin. 317-322 [doi]
• Deep Transfer Learning via Restricted Boltzmann Machine for Document ClassificationJian Zhang. 323-326 [doi]
• Prediction of Foreign Exchange Market States with Support Vector MachineKei Shioda, Shangkun Deng, Akito Sakurai. 327-332 [doi]
• Nonlinear Transformations of Marginalisation Mappings for Kernels on Hidden Markov ModelsAnna C. Carli, Francesca P. Carli. 333-338 [doi]
• Efficient Approximate Semi-supervised Support Vector Machines through Submodular OptimizationWael Emara, Mehmed M. Kantardzic. 339-345 [doi]
• Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman ProblemJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. 346-351 [doi]
• Kernel Methods for Minimum Entropy EncodingStefano Melacci, Marco Gori. 352-357 [doi]
• Multiple Nonlinear Subspace Methods Using Subspace-based Support Vector MachinesTakuya Kitamura, Shigeo Abe, Yusuke Tanaka. 358-363 [doi]
• Towards Automatic Classification on Flying Insects Using Inexpensive SensorsGustavo E. A. P. A. Batista, Yuan-Hao, Eamonn J. Keogh, Agenor Mafra-Neto. 364-369 [doi]
• Large Margin Classifier Based on HyperdisksHakan Cevikalp. 370-375 [doi]
• The ROC-Boost Design Algorithm for Asymmetric ClassificationGuido Cesare, Roberto Manduchi. 376-381 [doi]
• Machine Learning for Seismic Signal Processing: Phase Classification on a ManifoldJuan Ramirez Jr., François G. Meyer. 382-388 [doi]
• Microarray Classification Using Sub-space GridsM. Arif Wani. 389-394 [doi]
• Introducing Flow Field ForecastingMichael Frey, Kyle Caudle. 395-400 [doi]
• A Pattern Classifying System Based on the Coverage Regions of ObjectsIzumi Suzuki. 401-405 [doi]
• Relational Classifiers in a Non-relational World: Using Homophily to Create RelationsSofus A. Macskassy. 406-411 [doi]
• An Experimental Study to Investigate the Use of Additional Classifiers to Improve Information Extraction AccuracyHsiang Hui Lek, Danny C. C. Poo. 412-415 [doi]
• Book Recommendation Signage System Using Silhouette-Based Gait ClassificationMasahiko Mikawa, Soichi Izumi, Kazuyo Tanaka. 416-419 [doi]
• A New Method to Generate Virtual Samples for Solving Small Sample Set ProblemsAsghar Dehghani, Jun Zheng. 420-423 [doi]
• Augmented Reinforcement Learning for Interaction with Non-expert Humans in Agent DomainsMohan Sridharan. 424-429 [doi]
• State Aggregation by Growing Neural Gas for Reinforcement Learning in Continuous State SpacesMichael Baumann, Hans Kleine Büning. 430-435 [doi]
• Smartphone Interruptibility Using Density-Weighted Uncertainty Sampling with Reinforcement LearningRobert Fisher, Reid Simmons. 436-441 [doi]
• Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-netSoumi Ray, Tim Oates. 442-447 [doi]
• Adapting Polynomial Mahalanobis Distance for Self-Supervised Learning in an Outdoor EnvironmentMiloslav Richter, Petr Petyovsky, Ondrej Miksik. 448-453 [doi]
• Improvement of Particle Filter for Reinforcement LearningAkira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori, Yuuki Iwamoto. 454-457 [doi]
• Simple Reinforcement Learning for Small-Memory AgentAkira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori. 458-461 [doi]
• Adaptive Profit Sharing Reinforcement Learning Method for Dynamic EnvironmentSadamori Koujaku, Kota Watanabe, Hajime Igarashi. 462-465 [doi]
• Transfer Method for Reinforcement Learning in Same Transition Model - Quick Approach and Preferential ExplorationToshiaki Takano, Haruhiko Takase, Hiroharu Kawanaka, Shinji Tsuruoka. 466-469 [doi]
• Spiral Multipoint Search for Global OptimizationKenichi Tamura, Keiichiro Yasuda. 470-475 [doi]
• Optimization-Based Domain Adaptation towards Person-Adaptive Classification ModelsRita Chattopadhyay, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan. 476-483 [doi]
• Thompson Sampling for Dynamic Multi-armed BanditsNeha Gupta, Ole-Christoffer Granmo, Ashok K. Agrawala. 484-489 [doi]
• Learning with Guaranteed Label QualityEileen A. Ni, Charles X. Ling. 490-495 [doi]
• Efficient Optimization of Logistic Regression by Direct Use of Conjugate GradientKenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu. 496-500 [doi]
• Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte TransmigrationMingon Kang, Jean Gao, Liping Tang. 501-504 [doi]