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2008 Seventh International Conference on Machine Learning and Applications

Dec. 11 2008 to Dec. 13 2008

San Diego, CA

Table of Contents

Papers
[Copyright notice]Freely available from IEEE.pp. iv
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Table of contentsFreely available from IEEE.pp. v-xv
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Title Page iFreely available from IEEE.pp. i
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Title Page iiiFreely available from IEEE.pp. iii
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PrefaceFreely available from IEEE.pp. xvi
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Conference CommitteesFreely available from IEEE.pp. xvii-xviii
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International Program CommitteeFreely available from IEEE.pp. xix-xxiv
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ICMLA 2008 Invited SpeakersFreely available from IEEE.pp. xxv-xxviii
by Dan Roth, Jude Shavlik, Michael I. Jordan, Bin Yu, Andrew Moore, Philip Bourne
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A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 3-9
by Silvia Chiappa
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Prioritizing Health Promotion Plans with k-Bayesian Network ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 10-15
by Ken Ueno, Toshio Hayashi, Koichiro Iwata, Nobuyoshi Honda, Youichi Kitahara, Topon Kumar Paul
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Temporal Exemplar-Based Bayesian Networks for Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 16-22
by Lifeng Shang, Kwok-Ping Chan
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A Bayesian Learning Automaton for Solving Two-Armed Bernoulli Bandit ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 23-30
by Ole-Christoffer Granmo
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Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 33-39
by Blanco, Manuel Martin-Meríno, Javier De Las Rivas
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Making the Lipschitz Classifier Practical via Semi-infinite ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 40-47
by André Stuhlsatz, Hans-Günter Meier, Andreas Wendemuth
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A Supervised Decision Rule for Multiclass Problems Minimizing a Loss FunctionFull-text access may be available. Sign in or learn about subscription options.pp. 48-53
by Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy
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Selecting Examples in Manifold Reduced Feature Space for Active LearningFull-text access may be available. Sign in or learn about subscription options.pp. 54-59
by C. Silva, B. Ribeiro
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Network-Constrained Support Vector Machine for ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 60-65
by Li Chen, Jianhua Xuan, Yue Wang, Rebecca B. Riggins, Robert Clarke
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Learning-Based Fusion for Data DeduplicationFull-text access may be available. Sign in or learn about subscription options.pp. 66-71
by Jared Dinerstein, Sabra Dinerstein, Parris K. Egbert, Stephen W. Clyde
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Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 75-82
by Sertan Girgin, Philippe Preux
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A Predictive Model for Imitation Learning in Partially Observable EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 83-90
by Abdeslam Boularias
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Classifier-Based Policy RepresentationFull-text access may be available. Sign in or learn about subscription options.pp. 91-98
by Ioannis Rexakis, Michail G. Lagoudakis
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Prediction-Directed Compression of POMDPsFull-text access may be available. Sign in or learn about subscription options.pp. 99-105
by Abdeslam Boularias, Masoumeh Izadi, Brahim Chaib-draa
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Empirical Comparison of Greedy Strategies for Learning Markov Networks of Treewidth kFull-text access may be available. Sign in or learn about subscription options.pp. 106-111
by K. Nunez, J. Chen, P. Chen, G. Ding, R. F. Lax, B. Marx
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A Greedy Approach for Building Classification CascadesFull-text access may be available. Sign in or learn about subscription options.pp. 115-120
by Sherif Abdelazeem
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Calibrating Random ForestsFull-text access may be available. Sign in or learn about subscription options.pp. 121-126
by Henrik Boström
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On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 127-132
by Tuve L, Ulf Johansson, Henrik Bostr
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New Insights into Learning Algorithms and DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 135-140
by Jun won Lee, Christophe Giraud-Carrier
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Learning Analysis by Reduction from Positive Data Using Reverible LanguagesFull-text access may be available. Sign in or learn about subscription options.pp. 141-146
by Petr Hoffmann
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Simultaneously Removing Noise and Selecting Relevant Features for High Dimensional Noisy DataFull-text access may be available. Sign in or learn about subscription options.pp. 147-152
by Boseon Byeon, Khaled Rasheed
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Comparison of Four Performance Metrics for Evaluating Sampling Techniques for Low Quality Class-Imbalanced DataFull-text access may be available. Sign in or learn about subscription options.pp. 153-158
by Andres Folleco, Taghi M. Khoshgoftaar, Amri Napolitano
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Improving Kernel Density Classifier Using Corrective Bandwidth Learning with Smooth Error Loss FunctionFull-text access may be available. Sign in or learn about subscription options.pp. 161-167
by Dwi Sianto Mansjur, Biing Hwang Juang
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An Investigation of Non-Uniform Error Cost Function Design in Automatic Speech RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 168-173
by Qiang Fu, Biing-Hwang Juang
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Boundary Constrained Manifold UnfoldingFull-text access may be available. Sign in or learn about subscription options.pp. 174-181
by Liu Bo, Zhang Hongbin, Chen Wenan
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Target Selection: A New Learning Paradigm and Its Application to Genetic Association StudiesFull-text access may be available. Sign in or learn about subscription options.pp. 182-187
by Johannes Mohr, Sambu Seo, Imke Puls, Andreas Heinz, Klaus Obermayer
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Regularized Minimum Volume Ellipsoid Metric for Query-Based LearningFull-text access may be available. Sign in or learn about subscription options.pp. 188-193
by Karim Abou-Moustafa, Frank P. Ferrie
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Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic IndexingFull-text access may be available. Sign in or learn about subscription options.pp. 194-200
by Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
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Model Based Unsupervised Learning Guided by Abundant Background SamplesFull-text access may be available. Sign in or learn about subscription options.pp. 203-210
by Rami N. Mahdi, Eric C. Rouchka
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Chi-Sim: A New Similarity Measure for the Co-clustering TaskFull-text access may be available. Sign in or learn about subscription options.pp. 211-217
by Gilles Bisson, Fawad Hussain
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Relational Analysis for Consensus Clustering from Multiple PartitionsFull-text access may be available. Sign in or learn about subscription options.pp. 218-223
by Mustapha Lebbah, Younès Bennani, Hamid Benhadda
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Probabilistic Mixed Topological Map for Categorical and Continuous DataFull-text access may be available. Sign in or learn about subscription options.pp. 224-231
by Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani
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Farthest Centroids Divisive ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 232-238
by Haw-ren Fang, Yousef Saad
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Are Neural Fields Suitable for Vector Quantization?Full-text access may be available. Sign in or learn about subscription options.pp. 239-244
by Lucian Alecu, Hervé Frezza-Buet
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Image Segmentation as Learning on HypergraphsFull-text access may be available. Sign in or learn about subscription options.pp. 247-252
by Lei Ding, Alper Yilmaz
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Autonomous Detector Using Saliency Map Model and Modified Mean-Shift Tracking for a Blind Spot Monitor in a CarFull-text access may be available. Sign in or learn about subscription options.pp. 253-258
by Sungmoon Jeong, Sang-Woo Ban, Minho Lee
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Probabilistic Exploitation of the Lucas and Kanade Smoothness ConstraintFull-text access may be available. Sign in or learn about subscription options.pp. 259-266
by Volker Willert, Julian Eggert, Marc Toussaint, Edgar Körner
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Video Shot Segmentation Using Late Fusion TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 267-270
by C. Krishna Mohan, N. Dhananjaya, B. Yegnanarayana
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Detection of Unnatural Movement Using Epitomic AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 271-276
by Wooyoung Kim, James M. Rehg
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Comparison with Parametric Optimization in Credit Card Fraud DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 279-285
by Manoel Fernando Alonso Gadi, Xidi Wang, Alair Pereira do Lago
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A Study of GP's Division Operators for Symbolic RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 286-291
by Matej Šprogar
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Adaptively Evolving Probabilities of Genetic OperatorsFull-text access may be available. Sign in or learn about subscription options.pp. 292-299
by Fatemeh Vafaee, Weimin Xiao, Peter C. Nelson, Chi Zhou
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Scalable Patch Management Using Evolutionary Analysis of Attack GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 300-307
by Melissa Danforth
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Combining the Wavelet Transform and Forecasting Models to Predict Gas Forward PricesFull-text access may be available. Sign in or learn about subscription options.pp. 311-317
by Hang T. Nguyen, Ian T. Nabney
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Improving Accuracy in the Montgomery County Corrections Program Using Case-Based ReasoningFull-text access may be available. Sign in or learn about subscription options.pp. 318-323
by Caio Soares, Christin Hamilton, Lacey Montgomery, Juan E. Gilbert
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Extraction of Failure Graphs from Structured and Unstructured DataFull-text access may be available. Sign in or learn about subscription options.pp. 324-330
by Martin Schierle, Daniel Trabold
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Adaptive Localization through Transfer Learning in Indoor Wi-Fi EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 331-336
by Zhuo Sun, Yiqiang Chen, Juan Qi, Junfa Liu
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Does Wikipedia Information Help Netflix Predictions?Full-text access may be available. Sign in or learn about subscription options.pp. 337-343
by John Lees-Miller, Fraser Anderson, Bret Hoehn, Russell Greiner
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Boltzmann Machine Topology Learning for Distributed Sensor Networks Using Loopy Belief Propagation InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 344-349
by C. Picus, L. Cambrini, W. Herzner
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Distributed Optimization Strategies for Mining on Peer-to-Peer NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 350-355
by Haimonti Dutta, Ananda Matthur
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Adaptive Control of Antilock Braking System Using Grey Multilayer Feedforward Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 356-361
by Erdal Kayacan, Yesim Oniz, Okyay Kaynak, Andon V. Topalov
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A Fully Automatic Crossword GeneratorFull-text access may be available. Sign in or learn about subscription options.pp. 362-367
by Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori
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CoReJava: Learning Functions Expressed as Object-Oriented ProgramsFull-text access may be available. Sign in or learn about subscription options.pp. 368-375
by Alexander Brodsky, Juan Luo, Hadon Nash
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Speaker Siglet Detection for Business MicroscopeFull-text access may be available. Sign in or learn about subscription options.pp. 376-381
by Jun Nishimura, Nobuo Sato, Tadahiro Kuroda
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Automated Analysis for Detecting Beams in Laser Wakefield SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 382-387
by Daniela M. Ushizima, Oliver Rübel, Prabhat, Gunther H. Weber, E. Wes Bethel, Cecilia R. Aragon, Cameron G. R. Geddes, Estelle Cormier-Michel, Bernd Hamann, Peter Messmer, Hans Hagen
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Mapping Uncharted Waters: Exploratory Analysis, Visualization, and Clustering of Oceanographic DataFull-text access may be available. Sign in or learn about subscription options.pp. 388-395
by Joshua M. Lewis, Pincelli M. Hull, Kilian Q. Weinberger, Lawrence K. Saul
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Distributed Planning in Stochastic Games with CommunicationFull-text access may be available. Sign in or learn about subscription options.pp. 396-401
by Andriy Burkov, Brahim Chaib-draa
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Multi-stage Learning of Linear Algebra AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 402-407
by Victor Eijkhout, Erika Fuentes
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Optimization on a Novel Quantum Greedy Approach Based on Learning Strategy for Zero and One Knapsack Problem and EvaluationFull-text access may be available. Sign in or learn about subscription options.pp. 408-414
by Mir Shahriar Emami
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Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device DiagnosisFull-text access may be available. Sign in or learn about subscription options.pp. 415-420
by Etienne Côme, Zohra Leila Cherfi, Latifa Oukhellou, Patrice Aknin
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Estimation of Gaussian Mixtures from MomentsFull-text access may be available. Sign in or learn about subscription options.pp. 421-425
by John Byrnes
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Force Feature Spaces for Visualization and ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 426-433
by Dragana Veljkovic, Kay A. Robbins
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Simulation Experiments with Bio-inspired Algorithms for Odor Source Localization in Laminar Wind FlowFull-text access may be available. Sign in or learn about subscription options.pp. 437-443
by Thomas Lochmatter, Alcherio Martinoli
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Integration of Chemical and Visual Sensors for Identifying an Odor Source in Near Shore Ocean ConditionsFull-text access may be available. Sign in or learn about subscription options.pp. 444-449
by W. Li, J. Sutton, Y. Li
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Extraction of Meaningful Rules in a Medical DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 450-456
by Sang C. Suh, Sam Saffer, Naveen Kumar Adla
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Dimension Reduction via Unsupervised Learning Yields Significant Computational Improvements for Support Vector Machine Based Protein Family ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 457-462
by Bobbie-Jo M. Webb-Robertson, Melissa M. Matzke, Christopher S. Oehmen
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A Qualia Framework for Ladar 3D Object ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 463-469
by Matthew D. Eyster, Michael J. Mendenhall, Steven K. Rogers
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Development of CPT_M3D for Multiple Chemical Plume Tracing and Source IdentificationFull-text access may be available. Sign in or learn about subscription options.pp. 470-475
by J. Sutton, W. Li
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Active Stereo Olfactory Sensing System for Localization of Gas/Odor SourceFull-text access may be available. Sign in or learn about subscription options.pp. 476-481
by Atsushi Kohnotoh, Hiroshi Ishida
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Crayfish Robot Employing Flow Induced by Waving to Locate a Chemical SourceFull-text access may be available. Sign in or learn about subscription options.pp. 482-488
by Mari Ohashi, Yuichi Minagawa, Yuki Myoren, Hiroshi Ishida
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Toward Chemical-Trail Following RobotsFull-text access may be available. Sign in or learn about subscription options.pp. 489-494
by Pedro Sousa, Lino Marques, An de Almeida
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Assessing Torso Deformity in Scoliosis Using Self-Organizing Neural Networks (SNN)Full-text access may be available. Sign in or learn about subscription options.pp. 497-502
by Philip Igwe, Mahdieh Emrani, Samer Adeeb, Doug Hill
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Automated Microarray Classification Based on P-SVM Gene SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 503-507
by Johannes Mohr, Sambu Seo, Klaus Obermayer
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Automating Microarray Classification Using General Regression Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 508-513
by Caio Soares, Lacey Montgomery, Kenneth Rouse, Juan E. Gilbert
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Incremental Hybrid Approach for Microarray ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 514-520
by M. Arif Wani
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Segmentation of Lesions with Improved Specificity in Computer-Aided Diagnosis Using a Massive-Training Artificial Neural Network (MTANN)Full-text access may be available. Sign in or learn about subscription options.pp. 523-527
by Kenji Suzuki
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Using Neural Networks to Predict Breathing MotionFull-text access may be available. Sign in or learn about subscription options.pp. 528-532
by Martin J. Murphy
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Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 533-538
by Tong Lin, Laura Cervino, Xiaoli Tang, Nuno Vasconcelos, Steve B. Jiang
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Nonlinear Kernel-Based Approaches for Predicting Normal Tissue ToxicitiesFull-text access may be available. Sign in or learn about subscription options.pp. 539-544
by Issam El Naqa, Jeffrey D. Bradley, Joseph O. Deasy
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Decision Fusion of Machine Learning Models to Predict Radiotherapy-Induced Lung PneumonitisFull-text access may be available. Sign in or learn about subscription options.pp. 545-550
by Shiva K. Das, Shifeng Chen, Joseph O. Deasy, Sumin Zhou, Fang-Fang Yin, Lawrence B. Marks
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Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung RadiotherapyFull-text access may be available. Sign in or learn about subscription options.pp. 551-555
by Xiaoli Tang, Tong Lin, Steve Jiang
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Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating GenesFull-text access may be available. Sign in or learn about subscription options.pp. 559-564
by Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström
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RNA Search Acceleration with Genetic Algorithm Generated Decision TreesFull-text access may be available. Sign in or learn about subscription options.pp. 565-570
by Scott F. Smith
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Detection of Sequential Outliers Using a Variable Length Markov ModelFull-text access may be available. Sign in or learn about subscription options.pp. 571-576
by C Low-Kam, Anne Laurent, Maguelonne Teisseire
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Inferring Sparse Kernel Combinations and Relevance Vectors: An Application to Subcellular Localization of ProteinsFull-text access may be available. Sign in or learn about subscription options.pp. 577-582
by Theodoros Damoulas, Yiming Ying, Mark A. Girolami, Colin Campbell
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Microarray Classification from Several Two-Gene Expression ComparisonsFull-text access may be available. Sign in or learn about subscription options.pp. 583-585
by Donald German, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman
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Group Testing in the Development of an Expanded Cancer Staging SystemFull-text access may be available. Sign in or learn about subscription options.pp. 589-594
by Dechang Chen, Kai Xing, Donald Henson, Li Sheng
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Clustering for DNA Microarray Data Analysis with a Graph Cut Based AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 595-598
by Jia Song, Chunmei Liu, Yinglei Song, Junfeng Qu
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Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC MaximizationFull-text access may be available. Sign in or learn about subscription options.pp. 599-603
by Zhenqiu Liu
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External Validation of a Bayesian Neural Network Model in Survival AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 607-612
by Azzam Taktak, Antonio Eleuteri, Min Aung, Paulo Lisboa, Laurence Desjardins, Bertil Damato
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Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain TumorsFull-text access may be available. Sign in or learn about subscription options.pp. 613-618
by Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
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A Comparison of Three Different Methods for Classification of Breast Cancer DataFull-text access may be available. Sign in or learn about subscription options.pp. 619-624
by Daniele Soria, Jonathan M. Garibaldi, Elia Biganzoli, Ian O. Ellis
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