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Fourth International Conference on Machine Learning and Applications

Dec. 15 2005 to Dec. 17 2005

Los Angeles, CA, USA

Table of Contents

Fourth International Conference on Machine Learning and Applications - titleFreely available from IEEE.pp. i-iii
Fourth International Conference on Machine Learning and Applications - copyrightFreely available from IEEE.pp. iv-iv
Fourth International Conference on Machine Learning and Applications [Table of contents]Freely available from IEEE.pp. v-viiii
Introduction
PrefaceFreely available from IEEE.pp. xi-xi
Introduction
Technical Meeting CommitteeFreely available from IEEE.pp. xii
Introduction
Program CommitteeFreely available from IEEE.pp. xiii
Invited Paper
A System of Systems (SoS) Design AmplifierFull-text access may be available. Sign in or learn about subscription options.pp. 3-10
by Stuart H. Rubin
Classification I
Fuzzy Labeled Soft Nearest Neighbor Classification with Relevance LearningFull-text access may be available. Sign in or learn about subscription options.pp. 11-15
by Thomas Villmann, Frank-Michael Schleif, Barbara Hammer
Classification I
Intelligent Combination of Kernels Information for Improved ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 16-21
by Abdul Majid, Asifullah Khan, Anwar M. Mirza
Classification I
Fast Cross-validation of Kernel Fisher Discriminant ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 22-30
by Senjian An, Wanquan Liu, Svetha Venkatesh
Classification II
Decision Rule Extraction and Reduction Based on Grey Lattice ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 31-36
by Daisuke Yamaguchi, Guo-Dong Li, Takahiro Akabane
Classification II
Feature Selection based on Word-Sentence RelationFull-text access may be available. Sign in or learn about subscription options.pp. 37-42
by Péter Schönhofen, András A. Benczúr
Classification II
Active Learning for Reducing Bias and Variance of a Classifier Using Jensen-Shannon DivergenceFull-text access may be available. Sign in or learn about subscription options.pp. 43-48
by Minoo Aminian
Classification II
Knowledge Acquisition through Machine Learning: Minimising Expert's EffortFull-text access may be available. Sign in or learn about subscription options.pp. 49-54
by Ricardo Blanco-Vega, José Hernández-Orallo, María José Ramírez-Quintana
Classification II
Identifying Noise in an Attribute of InterestFull-text access may be available. Sign in or learn about subscription options.pp. 55-62
by Taghi M. Khoshgoftaar, Jason Van Hulse
Applications I
TASOM-based Lip Tracking Using the Color and Geometry of the FaceFull-text access may be available. Sign in or learn about subscription options.pp. 63-68
by Mahsa Kamali Moghaddam, Reza Safabakhsh
Applications I
Face Recognition Using OPRA-FacesFull-text access may be available. Sign in or learn about subscription options.pp. 69-74
by E. Kokiopoulou, Y. Saad
Applications I
Comparing Machine Learning Classification Schemes ― a GIS ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 75-81
by Alina Lazar, Bradley A. Shellito
Applications I
Predicting Software Suitability Using a Bayesian Belief NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 82-88
by Justin M. Beaver, Guy A. Schiavone, Joseph S. Berrios
Applications I
Parallel Algorithm for Control Chart Pattern RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 89-96
by M. Arif Wani, Sumia Rashid
Applications II
Data-Centric Automated Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 97-104
by Marcos M. Campos, Peter J. Stengard, Boriana L. Milenova
Applications II
Creation and Deployment of Data Mining-Based Intrusion Detection SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 105-112
by Marcos M. Campos, Boriana L. Milenova
Applications II
The Data Mining Advisor: Meta-learning at the Service of PractitionersFull-text access may be available. Sign in or learn about subscription options.pp. 113-119
by Christophe Giraud-Carrier
Applications II
Intrusion Detection in Wireless Networks using ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 120-128
by Taghi M. Khoshgoftaar, Shyam V. Nath, Shi Zhong, Naeem Seliya
Special Session: Applications of Machine Learning in Medicine and Biology I
A Bayesian Kernel for the Prediction of Neuron Properties from Binary Gene ProfilesFull-text access may be available. Sign in or learn about subscription options.pp. 129-134
by Franc¸ois Fleuret, Wulfram Gerstner
Special Session: Applications of Machine Learning in Medicine and Biology I
New Filter-based Feature Selection Criteria for Identifying Differentially Expressed GenesFull-text access may be available. Sign in or learn about subscription options.pp. 135-144
by Lit-Hsin Loo, Samuel R oberts, Leonid Hrebien, Moshe Kam
Special Session: Applications of Machine Learning in Medicine and Biology I
A New Clustering Algorithm Using Message Passing and its Applications in Analyzing Microarray DataFull-text access may be available. Sign in or learn about subscription options.pp. 145-150
by Huimin Geng, Xutao Deng, Hesham Ali
Special Session: Applications of Machine Learning in Medicine and Biology I
Discriminating Transmembrane Proteins From Signal Peptides Using SVM-Fisher ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 151-155
by Robel Y. Kahsay, Guang R. Gao, Li Liao
Special Session: Applications of Machine Learning in Medicine and Biology I
Iterative Weighting of Phylogenetic Profiles Increases Classification AccuracyFull-text access may be available. Sign in or learn about subscription options.pp. 156-164
by Roger Craig, Li Liao
Special Session: Applications of Machine Learning in Medicine and Biology II
Scopira: A Pattern Recognition Application Framework for Biomedical DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 165-170
by Rodrigo A. Vivanco, Aleksander Demko, Nick J. Pizzi
Special Session: Applications of Machine Learning in Medicine and Biology II
Integrating Knowledge-Driven and Data-Driven Approaches for the Derivation of Clinical Prediction RulesFull-text access may be available. Sign in or learn about subscription options.pp. 171-176
by M. Kwiatkowska, A. S. Atkins, N. T. Ayas, C. F. Ryan
Special Session: Applications of Machine Learning in Medicine and Biology II
Multi-label Associative Classification of Medical Documents from MEDLINEFull-text access may be available. Sign in or learn about subscription options.pp. 177-186
by Rafal Rak, Lukasz Kurgan, Marek Reformat
Special Session: Applications of Machine Learning and Biology III
Drug Design by Machine Learning: Ensemble Learning for QSAR ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 187-193
by Ying Liu
Special Session: Applications of Machine Learning and Biology III
Sparse classifiers for Automated HeartWall Motion Abnormality DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 194-200
by Glenn Fung, Maleeha Qazi, Sriram Krishnan, Jinbo Bi, Bharat Rao, Alan Katz
Special Session: Applications of Machine Learning and Biology III
Attribute Selection Methods Comparison for Classification of Diffuse Large B-Cell LymphomaFull-text access may be available. Sign in or learn about subscription options.pp. 201-206
by Helyane Bronoski Borges, Júlio Cesar Nievola
Special Session: Applications of Machine Learning and Biology III
Incorporating Prior Knowledge into Q-Learning for Drug Delivery IndividualizationFull-text access may be available. Sign in or learn about subscription options.pp. 207-214
by Adam E. Gaweda,, Mehmet K. Muezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
Special Session: Applications of Machine Learning in Medicine and Biology IV
Segmenting Brain Tumors using Alignment-Based FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 215-220
by Mark Schmidt, Ilya Levner, Russell Greiner, Albert Murtha,, Aalo Bistritz
Special Session: Applications of Machine Learning in Medicine and Biology IV
Censored Time Trees^tm for Predicting Time to PSA RecurrenceFull-text access may be available. Sign in or learn about subscription options.pp. 221-226
by Valentina Bayer Zubek, David Verbel, Olivier Saidi
Special Session: Applications of Machine Learning in Medicine and Biology IV
The Application of Machine Learning Techniques to the Prediction of Erectile DysfunctionFull-text access may be available. Sign in or learn about subscription options.pp. 227-232
by Hui Liu, Ash Kshirsagar, Craig Niederberger
Special Session: Applications of Machine Learning in Medicine and Biology IV
Abduction and Induction for Learning Models of Inhibition in Metabolic NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 233-239
by Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis Kakas, Stephen Muggleton
Special Session: Applications of Machine Learning in Medicine and Biology IV
Depth of Anaesthesia Assessment with Generative Polyspectral ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 239-246
by I. Rezek,, S. J. Roberts, E. Siva, R. Conradt
Learning
Optimization Approaches for Semi-Supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 247-252
by Yasutoshi Yajima, Takashi Hoshiba
Learning
Equating Interestingness of Causal Rules via Graded Response TheoryFull-text access may be available. Sign in or learn about subscription options.pp. 253-258
by Shinichi Hamano
Learning
Efficient Construction of Relational FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 259-266
by Filip Zelezny
Clustering
Exploratory Data Mining Lead by Text Mining Using a Novel High Dimensional Clustering AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 267-272
by Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon
Clustering
A New Graph-Based Evolutionary Approach to Sequence ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 273-278
by A. S¸ima Uyar, Sule Gunduz Oguducu
Clustering
Towards discovering organizational structure from email corpusFull-text access may be available. Sign in or learn about subscription options.pp. 6 pp.-6 pp.
by Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang
Clustering
Decoupling of Clustering and Classification Steps in a Cluster-Based ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 285-292
by Ray R. Hashemi, Mahmood Bahar, Christopher Childers, Alexander A. Tyler
Text Processing
A Comparison of Dimensionality Reduction Techniques for Text RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 293-298
by Vishwa Vinay, Ingemar J. Cox, Ken Wood,, Natasa Milic-Frayling
Text Processing
Learning Contextual Behavior of Text DataFull-text access may be available. Sign in or learn about subscription options.pp. 299-304
by Coskun Bayrak, Hemant Joshi
Text Processing
TSTMT: Step towards an Accurate Thai Sign TranslationFull-text access may be available. Sign in or learn about subscription options.pp. 305-311
by Thammanoon Ditcharoen, Kanlaya Naruedomkul, Nick Cercone, Bundit Tipakorn
Text Processing
Speeding-up Text Categorization in a GRID Computing EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 311-318
by Catarina Silva, Bernardete Ribeiro, Uros Lotric
Evolutionary-Based Methods
Solving the Traveling Salesman Problem through Genetic Algorithms with Changing Crossover OperatorsFull-text access may be available. Sign in or learn about subscription options.pp. 319-324
by Ryouei Takahashi
Evolutionary-Based Methods
Switching for Functional Localization of Genetic Network ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 325-330
by Shinji Eto, Kotaro Hirasawa, Jingle Hu
Evolutionary-Based Methods
Effective Data Mining by Integrating Genetic Algorithm into the Data Preprocessing PhaseFull-text access may be available. Sign in or learn about subscription options.pp. 331-336
by Janaki Gopalan, Erkan Korkmaz, Reda Alhajj, Ken Barker
Evolutionary-Based Methods
Direct Evolution of Hierarchical Solutions with Self-Emergent SubstructuresFull-text access may be available. Sign in or learn about subscription options.pp. 337-342
by Xin Li, Weimin Xiao, Peter C. Nelson
Evolutionary-Based Methods
Self bounding Genetic Algorithms for Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 343-350
by Fernando Lozano, Vladimir Koltchinskii
Boosting
Class-Dependant Resampling for Medical ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 351-356
by R.M. Valdovinos, J.S. Sánchez
Boosting
Automatic Defect Classification Using BoostingFull-text access may be available. Sign in or learn about subscription options.pp. 357-362
by Sang Hwa Lee, Hong Il Kim, Nam Ik Cho, Yu Han Jeong, Ki Suk Chung, Chung Sam Jun
Boosting
An Efficient Multicategory Classifier Based on AdaBoostingFull-text access may be available. Sign in or learn about subscription options.pp. 363-367
by Hong Il Kim, Sang Hwa Lee, Nam Ik Cho
Boosting
Algorithms for parallel boostingFull-text access may be available. Sign in or learn about subscription options.pp. 368-373
by Fernando Lozano, Pedro Rangel
Boosting
Boosting of Support Vector Machines with Application to EditingFull-text access may be available. Sign in or learn about subscription options.pp. 374-382
by Pedro Rangel, Fernando Lozano, Elkin García
Associations Learning
On The Discovery of Semantically Enhanced Sequential PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 383-390
by Mehdi Adda, Petko Valtchev, Rokia Missaoui, Chabane Djeraba
Associations Learning
Fuzzy Frequent Pattern Discovering Based on Recursive EliminationFull-text access may be available. Sign in or learn about subscription options.pp. 391-396
by Xiaomeng Wang, Christian Borgelt, Rudolf Kruse
Associations Learning
Detecting Temporally Redundant Association RulesFull-text access may be available. Sign in or learn about subscription options.pp. 397-403
by Mirko Bottcher, Martin Spott, Detlef Nauck
Associations Learning
Visual Interface for Online Watching of Frequent Itemset Generation in Apriori and EclatFull-text access may be available. Sign in or learn about subscription options.pp. 404-410
by Aniket Mahanti, Reda Alhajj,
Author Index
Author IndexFreely available from IEEE.pp. 411-412
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