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2006 International Conference on Machine Learning and Applications

Dec. 14 2006 to Dec. 16 2006

Orlando, FL

Table of Contents

5th International Conference on Machine Learning and Applications-TitleFreely available from IEEE.
5th International Conference on Machine Learning and Applications-CopyrightFreely available from IEEE.
5th International Conference on Machine Learning and Applications - TOCFreely available from IEEE.
Introduction
PrefaceFreely available from IEEE.pp. ix
Introduction
Conference CommitteesFreely available from IEEE.pp. x
Introduction
Program CommitteesFreely available from IEEE.pp. xi
Session 1: Inductive and Machine Learning Classifiers
Condition Monitoring Using Pattern Recognition Techniques on Data from Acoustic EmissionsFull-text access may be available. Sign in or learn about subscription options.pp. 3-9
by Siril Yella, Naren Gupta, Mark Dougherty
Session 1: Inductive and Machine Learning Classifiers
A New Machine Learning Technique Based on Straight Line SegmentsFull-text access may be available. Sign in or learn about subscription options.pp. 10-16
by Joao Henrique Burckas Ribeiro, Ronaldo Fumio Hashimoto
Session 1: Inductive and Machine Learning Classifiers
Horizon Detection Using Machine Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 17-21
by Sergiy Fefilatyev, Volha Smarodzinava, Lawrence O. Hall, Dmitry B. Goldgof
Session 1: Inductive and Machine Learning Classifiers
Rule Extraction from Opaque Models-- A Slightly Different PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 22-27
by Ulf Johansson, Tuve Lofstrom, Rikard Konig, Cecilia Sonstrod, Lars Niklasson
Session 1: Inductive and Machine Learning Classifiers
Off-Line Signature Recognition and Verification by Kernel Principal Component Self-RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 28-33
by Bai-ling Zhang
Session 1: Inductive and Machine Learning Classifiers
Naive Bayes Classification Given Probability Estimation TreesFull-text access may be available. Sign in or learn about subscription options.pp. 34-42
by Zengchang Qin
Session 2: Learning
An Efficient Heuristic for Discovering Multiple Ill-Defined Attributes in DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 43-47
by Sylvain Halle
Session 2: Learning
Lazy Rule Refinement by Knowledge-Based AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 48-54
by Cristina Boicu, Gheorghe Tecuci, Mihai Boicu
Session 2: Learning
Semi-supervised Data Organization for Interactive Anomaly Analysis.Full-text access may be available. Sign in or learn about subscription options.pp. 55-62
by Javed Aslam, Sergey Bratus, Virgil Pavlu
A Comparison of Software Fault Imputation ProceduresFull-text access may be available. Sign in or learn about subscription options.pp. 135-142
by Jason Van Hulse, Taghi M. Khoshgoftaar, Chris Seiffert
Session 2: Learning
Incremental Learning By DecompositionFull-text access may be available. Sign in or learn about subscription options.pp. 63-68
by Abdelhamid Bouchachia
Session 2: Learning
Market Mechanism Designs with Heterogeneous Trading AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 69-76
by Zengchang Qin
Session 3: Support Vector Machines
Supernova Recognition Using Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 77-82
by Raquel A. Romano, Cecilia R. Aragon, Chris Ding
Session 3: Support Vector Machines
On L_1-Norm Multi-class Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 83-88
by Lifeng Wang, Xiaotong Shen, Yuan F. Zheng
Session 3: Support Vector Machines
Two-Level Hierarchical Hybrid SVM-RVM Classification ModelFull-text access may be available. Sign in or learn about subscription options.pp. 89-94
by Catarina Silva, Bernardete Ribeiro
Session 3: Support Vector Machines
Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 95-100
by Thomas Burger, Oya Aran, Alice Caplier
Session 3: Support Vector Machines
Shape Recognition and Retrieval Using String of SymbolsFull-text access may be available. Sign in or learn about subscription options.pp. 101-108
by Mohammad Reza Daliri, Vincent Torre
Session 4: Applications
Intelligent Electronic Navigational Aids: A New ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 109-116
by Costin Barbu, Maura Lohrenz, Geary Layne
Session 4: Applications
Application of Reinforcement Learning in Development of a New Adaptive Intelligent Traffic ShaperFull-text access may be available. Sign in or learn about subscription options.pp. 117-122
by Iman Shames, Nima Najmaei, Mohammad Zamani, A.A. Safavi
Session 4: Applications
Regression Databases: Probabilistic Querying Using Sparse Learning SetsFull-text access may be available. Sign in or learn about subscription options.pp. 123-128
by Alexander Brodsky, Carlotta Domeniconi, David Etter
Session 4: Applications
Explaining Winning Poker--A Data Mining ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 129-134
by Ulf Johansson, Cecilia Sonstrod, Lars Niklasson
Session 4: Applications
Formal Concept Analysis for Digital EcosystemFull-text access may be available. Sign in or learn about subscription options.pp. 143-148
by Huaiguo Fu
Session 4: Applications
Web Robot Learning Powered by Bluetooth Communication SystemFull-text access may be available. Sign in or learn about subscription options.pp. 149-156
by Seref Sagiroglu, Nihat Yilmaz, M. Arif Wani
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation ImputationFull-text access may be available. Sign in or learn about subscription options.pp. 157-161
by Yi Cao, Kim Leng Poh
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
A New Scheme for Nucleotide Sequence Signature ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 162-167
by Sung-Soo Kim, Chan-Hee Lee, Keon Myung Lee, Sung-Duk Lee
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
A Feature Selection Algorithm for Detecting Subtype Specific Functional Sites from Protein Sequences for Smad Receptor BindingFull-text access may be available. Sign in or learn about subscription options.pp. 168-173
by Elena Marchiori, Walter Pirovano, Jaap Heringa, K. Anton Feenstra
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Automatic Intravital Video Mining of Rolling and Adhering LeukocytesFull-text access may be available. Sign in or learn about subscription options.pp. 174-179
by Xin C. Anders, Chengcui Zhang, Hong Yuan
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Impact of the Predicted Protein Structural Content on Prediction of Structural Classes for the Twilight Zone ProteinsFull-text access may be available. Sign in or learn about subscription options.pp. 180-186
by Lukasz A. Kurgan, Mandana Rahbari, Leila Homaeian
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Quantization of Global Gene Expression DataFull-text access may be available. Sign in or learn about subscription options.pp. 187-192
by Tae-Hoon Chung, Marcel Brun, Seungchan Kim
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Robust Model Selection Using Cross Validation: A Simple Iterative Technique for Developing Robust Gene Signatures in Biomedical Genomics ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 193-198
by Ramasubbu Venkatesh, Charles Rowland, Hongjin Huang, Olivia T. Abar, John Sninsky
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Prediction of Antisense Oligonucleotide Efficacy Using Local and Global Structure Information with Support Vector MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 199-204
by Roger Craig, Li Liao
Session 5: Applications in Medicine, Bioinformatics, and Computational Biology
Information of Binding Sites Improves Prediction of Protein-Protein InteractionFull-text access may be available. Sign in or learn about subscription options.pp. 205-212
by Tapan Patel, Manoj Pillay, Rahul Jawa, Li Liao
Session 6: Evolutionary Methods and Neural Networks
An Adaptable Time Warping Distance for Time Series LearningFull-text access may be available. Sign in or learn about subscription options.pp. 213-218
by Remi Gaudin, Nicolas Nicoloyannis
Session 6: Evolutionary Methods and Neural Networks
Introducing Emergent Loose Modules into the Learning Process of a Linear Genetic Programming SystemFull-text access may be available. Sign in or learn about subscription options.pp. 219-224
by Xin Li, Chi Zhou, Weimin Xiao, Peter C. Nelson
Session 6: Evolutionary Methods and Neural Networks
Ensemble Classifiers for Medical Diagnosis of Knee Osteoarthritis Using Gait DataFull-text access may be available. Sign in or learn about subscription options.pp. 225-230
by Nigar Sen Koktas, Nese Yalabik, Gunes Yavuzer
Session 6: Evolutionary Methods and Neural Networks
An Intelligent Automatic Fingerprint Recognition System DesignFull-text access may be available. Sign in or learn about subscription options.pp. 231-238
by Necla Ozkaya, Seref Sagiroglu, Arif Wani
Session 7: Feature Extraction, Selection and Clustering
An Approximate Version of Kernel PCAFull-text access may be available. Sign in or learn about subscription options.pp. 239-244
by Shawn Martin
Session 7: Feature Extraction, Selection and Clustering
Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 245-250
by Sampath Deegalla, Henrik Bostrom
Session 7: Feature Extraction, Selection and Clustering
A Fast Feature Selection Model for Online Handwriting Symbol RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 251-257
by B.Q. Huang, M-T. Kechadi
Session 7: Feature Extraction, Selection and Clustering
TF-ICF: A New Term Weighting Scheme for Clustering Dynamic Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 258-263
by Joel W. Reed, Yu Jiao, Thomas E. Potok, Brian A. Klump, Mark T. Elmore, Ali R. Hurson
Session 7: Feature Extraction, Selection and Clustering
A Printing Workflow Recommendation Tool--Exploiting Correlations between Highly Sparse Case LogsFull-text access may be available. Sign in or learn about subscription options.pp. 264-269
by Ming Zhong, Tong Sun
Session 7: Feature Extraction, Selection and Clustering
Learning the Threshold in Hierarchical Agglomerative ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 270-278
by Kristine Daniels, Christophe Giraud-Carrier
Session 8: Text and Multimedia Learning
Detecting Web Content Function Using Generalized Hidden Markov ModelFull-text access may be available. Sign in or learn about subscription options.pp. 279-284
by Jinlin Chen, Ping Zhong, Terry Cook
Session 8: Text and Multimedia Learning
Trend Analysis for Large Document StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 285-295
by Chengliang Zhang, Shenghuo Zhu, Yihong Gong
Session 8: Text and Multimedia Learning
Identity Representability of Facial Expressions: An Evaluation Using Feature Pixel DistributionsFull-text access may be available. Sign in or learn about subscription options.pp. 296-301
by Qi Li, Chandra Kambhamettu
Author Index
Author IndexFreely available from IEEE.pp. 302-303
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