ICMLA 2006:
Orlando,
Florida,
USA
M. Arif Wani, Tao Li, Lukasz A. Kurgan, Jieping Ye, Ying Liu (Eds.):
The Fifth International Conference on Machine Learning and Applications, ICMLA 2006, Orlando, Florida, USA, 14-16 December 2006.
IEEE Computer Society 2006, ISBN 0-7695-2735-3 
Session 1:
Inductive and Machine Learning Classifiers
- Siril Yella, Narendra Kumar Gupta, Marc Dougherty:
Condition Monitoring Using Pattern Recognition Techniques on Data from Acoustic Emissions.
3-9
- João Henrique Burckas Ribeiro, Ronaldo Fumio Hashimoto:
A New Machine Learning Technique Based on Straight Line Segments.
10-16
- Sergiy Fefilatyev, Volha Smarodzinava, Lawrence O. Hall, Dmitry B. Goldgof:
Horizon Detection Using Machine Learning Techniques.
17-21
- Ulf Johansson, Tuve Löfström, Rikard König, Cecilia Sönströd, Lars Niklasson:
Rule Extraction from Opaque Models-- A Slightly Different Perspective.
22-27
- Bai-ling Zhang:
Off-Line Signature Recognition and Verification by Kernel Principal Component Self-Regression.
28-33
- Zengchang Qin:
Naive Bayes Classification Given Probability Estimation Trees.
34-42
Session 2:
Learning
Session 3:
Support Vector Machines
Session 4:
Applications
- Costin Barbu, Maura Lohrenz, Geary Layne:
Intelligent Electronic Navigational Aids: A New Approach.
109-116
- Iman Shames, Nima Najmaei, Mohammad Zamani, A. A. Safavi:
Application of Reinforcement Learning in Development of a New Adaptive Intelligent Traffic Shaper.
117-122
- Alexander Brodsky, Carlotta Domeniconi, David Etter:
Regression Databases: Probabilistic Querying Using Sparse Learning Sets.
123-128
- Ulf Johansson, Cecilia Sönströd, Lars Niklasson:
Explaining Winning Poker--A Data Mining Approach.
129-134
- Jason Van Hulse, Taghi M. Khoshgoftaar, Chris Seiffert:
A Comparison of Software Fault Imputation Procedures.
135-142
- Huaiguo Fu:
Formal Concept Analysis for Digital Ecosystem.
143-148
- Seref Sagiroglu, Nihat Yilmaz, M. Arif Wani:
Web Robot Learning Powered by Bluetooth Communication System.
149-156
Session 5:
Applications in Medicine,
Bioinformatics,
and Computational Biology
- Yi Cao, Kim Leng Poh:
An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation Imputation.
157-161
- Sung-Soo Kim, Chan-Hee Lee, Keon-Myung Lee, Sung-Duk Lee:
A New Scheme for Nucleotide Sequence Signature Extraction.
162-167
- Elena Marchiori, Walter Pirovano, Jaap Heringa, K. Anton Feenstra:
A Feature Selection Algorithm for Detecting Subtype Specific Functional Sites from Protein Sequences for Smad Receptor Binding.
168-173
- Xin C. Anders, Chengcui Zhang, Hong Yuan:
Automatic Intravital Video Mining of Rolling and Adhering Leukocytes.
174-179
- Lukasz A. Kurgan, Mandana Rahbari, Leila Homaeian:
Impact of the Predicted Protein Structural Content on Prediction of Structural Classes for the Twilight Zone Proteins.
180-186
- Tae-Hoon Chung, Marcel Brun, Seungchan Kim:
Quantization of Global Gene Expression Data.
187-192
- Ramasubbu Venkatesh, Charles Rowland, Hongjin Huang, Olivia T. Abar, John Sninsky:
Robust Model Selection Using Cross Validation: A Simple Iterative Technique for Developing Robust Gene Signatures in Biomedical Genomics Applications.
193-198
- Roger A. Craig, Li Liao:
Prediction of Antisense Oligonucleotide Efficacy Using Local and Global Structure Information with Support Vector Machines.
199-204
- Tapan Patel, Manoj Pillay, Rahul Jawa, Li Liao:
Information of Binding Sites Improves Prediction of Protein-Protein Interaction.
205-212
Session 6:
Evolutionary Methods and Neural Networks
Session 7:
Feature Extraction,
Selection and Clustering
Session 8:
Text and Multimedia Learning
Last update Fri May 25 08:19:58 2012
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