ICMLA 2008:
San Diego, California, USAM. Arif Wani , Xue-wen Chen , David Casasent , Lukasz A. Kurgan , Tony Hu , Khalid Hafeez (Eds.):
Seventh International Conference on Machine Learning and Applications, ICMLA 2008, San Diego, California, USA, 11-13 December 2008.
IEEE Computer Society 2008, ISBN 978-0-7695-3495-4 Bayesian Learning
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Silvia Chiappa :
A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation.
3-9
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Support Vector Machines
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conf/icmla/DinersteinDEC08
Reinforcement Learning and Markov Processes
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Sertan Girgin ,
Philippe Preux :
Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture.
75-82
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Abdeslam Boularias :
A Predictive Model for Imitation Learning in Partially Observable Environments.
83-90
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Ensemble-Based Methods
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Inductive Learning
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Petr Hoffmann :
Learning Analysis by Reduction from Positive Data Using Reverible Languages.
141-146
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Boseon Byeon ,
Khaled Rasheed :
Simultaneously Removing Noise and Selecting Relevant Features for High Dimensional Noisy Data.
147-152
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Statistical Learning
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Qiang Fu ,
Biing-Hwang Juang :
An Investigation of Non-Uniform Error Cost Function Design in Automatic Speech Recognition.
168-173
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conf/icmla/Abou-MoustafaF08 export record as
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conf/icmla/SakellaridiFS08
Unsupervised Methods
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Image Processing
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Evolutionary Algorithms and Genetic Programming
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Matej Sprogar :
A Study of GP's Division Operators for Symbolic Regression.
286-291
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Melissa Danforth :
Scalable Patch Management Using Evolutionary Analysis of Attack Graphs.
300-307
Applications
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conf/icmla/Lees-MillerAHG08 export record as
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conf/icmla/UshizimaRPWBAGCHMH08 Daniela Mayumi 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 :
Automated Analysis for Detecting Beams in Laser Wakefield Simulations.
382-387
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Mir Shahriar Emami :
Optimization on a Novel Quantum Greedy Approach Based on Learning Strategy for Zero and One Knapsack Problem and Evaluation.
408-414
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John Byrnes :
Estimation of Gaussian Mixtures from Moments.
421-425
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From Biological Intelligence to Machine Intelligence:
Algorithm Abstraction, Evaluation, and Validation
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W. Li ,
J. Sutton ,
Y. Li :
Integration of Chemical and Visual Sensors for Identifying an Odor Source in Near Shore Ocean Conditions.
444-449
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conf/icmla/Webb-RobertsonMO08 export record as
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J. Sutton ,
W. Li :
Development of CPT_M3D for Multiple Chemical Plume Tracing and Source Identification.
470-475
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Applications of Machine Learning in Medicine and Biology
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M. Arif Wani :
Incremental Hybrid Approach for Microarray Classification.
514-520
Machine Learning Applications in Radiotherapy
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Kenji Suzuki :
Segmentation of Lesions with Improved Specificity in Computer-Aided Diagnosis Using a Massive-Training Artificial Neural Network (MTANN).
523-527
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Machine Learning and Data Mining Methods in Bioinformatics
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Scott F. Smith :
RNA Search Acceleration with Genetic Algorithm Generated Decision Trees.
565-570
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Statistical Data Mining and Machine Learning in Cancer Epidemiology and Cancer
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Zhenqiu Liu :
Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization.
599-603
Application of Machine Learning in Constructing Biopatterns and Analyzing Bioprofiles
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Leif E. Peterson ,
Kirill V. Larin :
Hermite/Laguerre Neural Networks for Classification of Artificial Fingerprints from Optical Coherence Tomography.
637-643
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conf/icmla/FernandesJEFBBL08 export record as
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Machine Learning in Information and System Security Issues
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Machine Learning Applications
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Workshop:
Machine Learning in Biomedicine and Bioinformatics
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Posters
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conf/icmla/Randolph-Gips08 export record as
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conf/icmla/FatourechiWMHSB08 export record as
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conf/icmla/PolicastroPMRZP08 export record as
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conf/icmla/HaapalainenLRK08 export record as
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Chi-Chang Chang :
Entropy-Based Defuzzification Method with Expert's Epistemic Uncertainty for Deteriorating Repairable Systems.
849-852
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Ling Cen ,
Wee Ser ,
Zhu Liang Yu :
Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network.
859-862
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Sara Izadi ,
Ching Y. Suen :
Online Writer-Independent Character Recognition Using a Novel Relational Context Representation.
867-870
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conf/icmla/TreesatayapunPS08 export record as
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