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Machine Learning and Applications, Fourth International Conference on

Dec. 18 2011 to Dec. 21 2011

Honolulu, Hawaii USA

ISBN: 978-0-7695-4607-0

Volume:

Table of Contents

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Title Page i - Volume 1Freely available from IEEE.pp. i
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Title Page iii - Volume 1Freely available from IEEE.pp. iii
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Copyright Page - Volume 1Freely available from IEEE.pp. iv
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Table of Contents - Volume 1Freely available from IEEE.pp. v-xi
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Preface - Volume 1Freely available from IEEE.pp. xii
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Committee Lists - Volume 1Freely available from IEEE.pp. xiii-xiv
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Program Committee - Volume 1Freely available from IEEE.pp. xv-xviii
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Improving Classifier Performance by Autonomously Collecting Background Knowledge from the WebFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Steven N. Minton, Matthew Michelson, Kane See, Sofus Macskassy, Bora C. Gazen, Lise Getoor
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Multiple Sources Classification of Gene Position on Chromosomes Using Statistical Significance of Individual Classification ResultsFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Loai M. Alnemer, Omar Al-Azzam, Charith Chitraranjan, Anne M. Denton, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian
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Max-Coupled Learning: Application to Breast CancerFull-text access may be available. Sign in or learn about subscription options.pp. 13-18
by Jaime S. Cardoso, Inês Domingues
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Network-Based Filtering of Unreliable Markers in Genome MappingFull-text access may be available. Sign in or learn about subscription options.pp. 19-24
by Omar Al-Azzam, Loai Alnemer, Charith Chitraranjan, Anne M. Denton, Ajay Kumar, Filippo Bassi, Muhammad J. Iqbal, Shahryar F. Kianian
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Automatic Dishware Inspection: Applications and Comparisons of Two New MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 25-30
by Trung Huy Duong, Mohsen Emami, Lawrence Larry Hoberock
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Speech Rating System through Space MappingFull-text access may be available. Sign in or learn about subscription options.pp. 31-35
by Ibrahim Almosallam, Mohamed Alkanhal
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Infinite Decision Agent Ensemble Learning System for Credit Risk AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 36-39
by Shukai Li, Ivor W. Tsang, Narendra S. Chaudhari
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Discovering Communities in Social Networks Using Topology and AttributesFull-text access may be available. Sign in or learn about subscription options.pp. 40-43
by Saeed Salem, Shadi Banitaan, Ibrahim Aljarah, James E. Brewer, Rami Alroobi
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Using SVD for Segmentation and Classification of Human Hand ActionsFull-text access may be available. Sign in or learn about subscription options.pp. 44-48
by Alberto Cavallo
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Using Genre Interest of Users to Detect Profile Injection Attacks in Movie Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 49-52
by Ghazaleh Aghili, Mehdi Shajari, Shahram Khadivi, Mohammad Amin Morid
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Mobile Robot Self-Localization Based on Omnidirectional Vision and Gaussian ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 53-58
by Diego Campos-Sobrino, Francisco Coral-Sabido, Martha Varguez-Moo, Victor Uc-Cetina, Arturo Espinosa-Romero
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MPI-based Parallelization for ILP-based Multi-relational Concept DiscoveryFull-text access may be available. Sign in or learn about subscription options.pp. 59-62
by Alev Mutlu, Pinar Senkul, Yusuf Kavurucu
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A Model of Joint Learning in Poverty: Coordination and Recommendation Systems in Low-Income CommunitiesFull-text access may be available. Sign in or learn about subscription options.pp. 63-67
by Andre Ribeiro
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Statistical Learning for File-Type IdentificationFull-text access may be available. Sign in or learn about subscription options.pp. 68-73
by Siddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime Carbonell
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Bayesian Embedding of Co-occurrence Data for Query-Based VisualizationFull-text access may be available. Sign in or learn about subscription options.pp. 74-79
by Mohammad Khoshneshin, W. Nick Street, Padmini Srinivasan
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Motion Compensated X-ray CT Algorithm for Moving ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 80-83
by Takumi Tanaka, Shin-ichi Maeda, Shin Ishii
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A Data-Mining Approach to Travel Price ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 84-89
by Till Wohlfarth, Stéphan Clémençon, François Roueff, Xavier Casellato
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An Empirical Investigation of Stacking for Music Tag AnnotationFull-text access may be available. Sign in or learn about subscription options.pp. 90-95
by Anthony Theocharis, Matt Pierce, George Tzanetakis
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An Attention-Based Image Retrieval SystemFull-text access may be available. Sign in or learn about subscription options.pp. 96-99
by Gulsah Tumuklu Ozyer, Fatos Yarman Vural
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Machine Learning for Author Affiliation within Web Forums -- Using Statistical Techniques on NLP Features for Online Group IdentificationFull-text access may be available. Sign in or learn about subscription options.pp. 100-105
by Jeffrey Ellen, Shibin Parameswaran
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Splitting and Merging Gaussian Mixture Model Components: An Evolutionary ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 106-111
by Thiago F. Covões, Eduardo R. Hruschka
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An Improved Deterministic Implementation Method for Bayesian Mixture DistributionsFull-text access may be available. Sign in or learn about subscription options.pp. 112-117
by Yohei Nakada
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Terrain Mapping and Obstacle Detection Using Gaussian ProcessesFull-text access may be available. Sign in or learn about subscription options.pp. 118-123
by Morten Kjærgaard, Enis Bayramoglu, Alessandro S. Massaro, Kjeld Jensen
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Dynamic Testing and Calibration of Gaussian Processes for Vehicle Attitude EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 124-128
by Jordan Britt, David J. Broderick, David M. Bevly, John Y. Hung
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Infinite Dirichlet Mixture Model and Its Application via Variational BayesFull-text access may be available. Sign in or learn about subscription options.pp. 129-132
by Wentao Fan, Nizar Bouguila
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Heuristic Evaluation of Expansions for Non-linear Hierarchical Slow Feature AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 133-138
by Alberto N. Escalante-B., Laurenz Wiskott
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Nonparametric Feature Extraction via Direct Maximum Margin AlignmentFull-text access may be available. Sign in or learn about subscription options.pp. 139-144
by Miao Cheng, Yuan Yan Tang, Chi-Man Pun
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Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 145-150
by Malak Alshawabkeh, Javed A. Aslam, Jennifer Dy, David Kaeli
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Stability and Classification Performance of Feature Selection TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 151-156
by Huanjing Wang, Taghi M. Khoshgoftaaar, Qianhui (Althea) Liang
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A Robust Affine Invariant Feature Matching ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 157-160
by Ce Gao, Yixu Song, Peifa Jia
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L0-Regularized Parametric Non-negative Factorization for Analyzing Composite SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 161-165
by Takumi Kobayashi, Kenji Watanabe, Nobuyuki Otsu
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L1 vs. L2 Regularization in Text Classification when Learning from Labeled FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 166-171
by Sinziana Mazilu, José Iria
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Impact of Noise and Data Sampling on Stability of Feature SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 172-177
by Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
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Learning Recognition of Ambiguous Proper Names in HindiFull-text access may be available. Sign in or learn about subscription options.pp. 178-182
by Rai Mahesh K. Sinha
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The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty YearsFull-text access may be available. Sign in or learn about subscription options.pp. 183-188
by Letizia Marchegiani, Seliz G. Karadogan, Tobias Andersen, Jan Larsen, Lars Kai Hansen
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On Convergence of Discriminative Training Algorithm for Speaker RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 189-193
by Srikanth R. Madikeri, Hema A. Murthy
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Avatar Face Recognition Using Wavelet Transform and Hierarchical Multi-scale LBPFull-text access may be available. Sign in or learn about subscription options.pp. 194-199
by Abdallah A. Mohamed, Darryl D'Souza, Naouel Baili, Roman V. Yampolskiy
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Arabic Handwriting Recognition Using Concavity Features and Classifier FusionFull-text access may be available. Sign in or learn about subscription options.pp. 200-203
by Sherif Abdel Azeem, Maha El Meseery
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Recognition of Segmented Online Arabic Handwritten Characters of the ADAB DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 204-207
by Sherif Abdel Azeem, Hany Ahmed
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De-noising Slap Fingerprint Images for Accurate Slap Fingerprint SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 208-211
by N. Pattabhi Ramaiah, C. Krishna Mohan
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Incremental Compressive Pattern ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 212-216
by Andrzej Ruta
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Fault Detection through Sequential Filtering of Novelty PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 217-222
by John Cuzzola, Dragan Gaševic, Ebrahim Bagheri
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Towards Incremental Learning of Mildly Context-Sensitive GrammarsFull-text access may be available. Sign in or learn about subscription options.pp. 223-228
by Katsuhiko Nakamura, Keita Imada
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Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 229-234
by Hisao Ishibuchi, Shingo Mihara, Yusuke Nojima
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On-line Learning with Evolutionary Algorithms towards Adaptation of Underwater Vehicle Missions to Dynamic Ocean EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 235-240
by Mae L. Seto
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Active Batch Selection for Fuzzy Classification in Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 241-246
by Shayok Chakraborty, Hemanth Venkateswara, Vineeth Balasubramanian, Sethuraman Panchanathan
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Predictive Subspace ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 247-252
by Brian McWilliams, Giovanni Montana
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Solving the Traveling Salesman Problem through Iterative Extended Changing Crossover OperatorsFull-text access may be available. Sign in or learn about subscription options.pp. 253-258
by Ryouei Takahashi
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Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 259-264
by Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon Doran, Martin O. Leach
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Document Clustering for Forensic Computing: An Approach for Improving Computer InspectionFull-text access may be available. Sign in or learn about subscription options.pp. 265-268
by Luís Filipe da Cruz Nassif, Eduardo Raul Hruschka
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A GA-based Learning Algorithm for Inducing M-of-N-like Text ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 269-274
by Veronica L. Policicchio, Adriana Pietramala, Pasquale Rullo
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Dimensionality Reduction by Unsupervised K-Nearest Neighbor RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 275-278
by Oliver Kramer
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Discovering Clusters with Arbitrary Shapes and Densities in Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 279-282
by Amr Magdy, Noha A. Yousri, Nagwa M. El-Makky
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On a Distributed Approach for Density-Based ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 283-286
by Nhien-An Le-Khac, M-Tahar Kechadi
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Tactile Sensor System Processing Based on K-means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 287-292
by Harry Chan-Maestas, Donald A. Sofge
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Hybrid Evolution of Convolutional NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 293-297
by Brian Cheung, Carl Sable
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Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 298-303
by Pretesh B. Patel, Tshilidzi Marwala
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Pre-trained Neural Networks Used for Non-linear State EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 304-310
by Enis Bayramoglu, Nils Axel Andersen, Ole Ravn, Niels Kjølstad Poulsen
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Robust Training of Multilayer Neural Networks Using Parameterized Online Quasi-Newton AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 311-316
by Hiroshi Ninomiya
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A Non-parametric Approach to Approximate Dynamic ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 317-322
by Hadrien Glaude, Fadi Akrimi, Matthieu Geist, Olivier Pietquin
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Deep Transfer Learning via Restricted Boltzmann Machine for Document ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 323-326
by Jian Zhang
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Prediction of Foreign Exchange Market States with Support Vector MachineFull-text access may be available. Sign in or learn about subscription options.pp. 327-332
by Kei Shioda, Shangkun Deng, Akito Sakurai
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Nonlinear Transformations of Marginalisation Mappings for Kernels on Hidden Markov ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 333-338
by Anna C. Carli, Francesca P. Carli
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Efficient Approximate Semi-supervised Support Vector Machines through Submodular OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 339-345
by Wael Emara, Mehmed Kantardzic
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Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 346-351
by Jorge Y. Kanda, André C.P.L.F. de Carvalho, Eduardo R. Hruschka, Carlos Soares
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Kernel Methods for Minimum Entropy EncodingFull-text access may be available. Sign in or learn about subscription options.pp. 352-357
by Stefano Melacci, Marco Gori
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Multiple Nonlinear Subspace Methods Using Subspace-based Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 358-363
by Takuya Kitamura, Shigeo Abe, Yusuke Tanaka
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Towards Automatic Classification on Flying Insects Using Inexpensive SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 364-369
by Gustavo E.A.P.A. Batista, Yuan Hao, Eamonn Keogh, Agenor Mafra-Neto
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Large Margin Classifier Based on HyperdisksFull-text access may be available. Sign in or learn about subscription options.pp. 370-375
by Hakan Cevikalp
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The ROC-Boost Design Algorithm for Asymmetric ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 376-381
by Guido Cesare, Roberto Manduchi
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Machine Learning for Seismic Signal Processing: Phase Classification on a ManifoldFull-text access may be available. Sign in or learn about subscription options.pp. 382-388
by Juan Ramirez Jr, François G. Meyer
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Microarray Classification Using Sub-space GridsFull-text access may be available. Sign in or learn about subscription options.pp. 389-394
by M. Arif Wani
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Introducing Flow Field ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 395-400
by Michael Frey, Kyle Caudle
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A Pattern Classifying System Based on the Coverage Regions of ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 401-405
by Izumi Suzuki
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Relational Classifiers in a Non-relational World: Using Homophily to Create RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 406-411
by Sofus A. Macskassy
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An Experimental Study to Investigate the Use of Additional Classifiers to Improve Information Extraction AccuracyFull-text access may be available. Sign in or learn about subscription options.pp. 412-415
by Hsiang Hui Lek, Danny C.C. Poo
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Book Recommendation Signage System Using Silhouette-Based Gait ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 416-419
by Masahiko Mikawa, Soichi Izumi, Kazuyo Tanaka
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A New Method to Generate Virtual Samples for Solving Small Sample Set ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 420-423
by Asghar Dehghani, Jun Zheng
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Augmented Reinforcement Learning for Interaction with Non-expert Humans in Agent DomainsFull-text access may be available. Sign in or learn about subscription options.pp. 424-429
by Mohan Sridharan
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State Aggregation by Growing Neural Gas for Reinforcement Learning in Continuous State SpacesFull-text access may be available. Sign in or learn about subscription options.pp. 430-435
by Michael Baumann, Hans Kleine Büning
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Smartphone Interruptibility Using Density-Weighted Uncertainty Sampling with Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 436-441
by Robert Fisher, Reid Simmons
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Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-netFull-text access may be available. Sign in or learn about subscription options.pp. 442-447
by Soumi Ray, Tim Oates
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Adapting Polynomial Mahalanobis Distance for Self-Supervised Learning in an Outdoor EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 448-453
by Miloslav Richter, Petr Petyovsky, Ondrej Miksik
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Improvement of Particle Filter for Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 454-457
by Akira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori, Yuuki Iwamoto
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Simple Reinforcement Learning for Small-Memory AgentFull-text access may be available. Sign in or learn about subscription options.pp. 458-461
by Akira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori
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Adaptive Profit Sharing Reinforcement Learning Method for Dynamic EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 462-465
by Sadamori Koujaku, Kota Watanabe, Hajime Igarashi
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Transfer Method for Reinforcement Learning in Same Transition Model -- Quick Approach and Preferential ExplorationFull-text access may be available. Sign in or learn about subscription options.pp. 466-469
by Toshiaki Takano, Haruhiko Takase, Hiroharu Kawanaka, Shinji Tsuruoka
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Spiral Multipoint Search for Global OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 470-475
by Kenichi Tamura, Keiichiro Yasuda
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Optimization-Based Domain Adaptation towards Person-Adaptive Classification ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 476-483
by Rita Chattopadhyay, Shayok Chakraborty, Vineeth N. Balasubramanian, Sethuraman Panchanathan
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Thompson Sampling for Dynamic Multi-armed BanditsFull-text access may be available. Sign in or learn about subscription options.pp. 484-489
by Neha Gupta, Ole-Christoffer Granmo, Ashok Agrawala
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Learning with Guaranteed Label QualityFull-text access may be available. Sign in or learn about subscription options.pp. 490-495
by Eileen A. Ni, Charles X. Ling
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Efficient Optimization of Logistic Regression by Direct Use of Conjugate GradientFull-text access may be available. Sign in or learn about subscription options.pp. 496-500
by Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
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Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte TransmigrationFull-text access may be available. Sign in or learn about subscription options.pp. 501-504
by Mingon Kang, Jean Gao, Liping Tang
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