Intelligent Data Engineering and Automated Learning – IDEAL 2010: 11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings

Front Matter....Pages -
Large Scale Instance Selection by Means of a Parallel Algorithm....Pages 1-12
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection....Pages 13-20
Generalized Derivative Based Kernelized Learning Vector Quantization....Pages 21-28
Cost Optimization of a Localized Irrigation System Using Genetic Algorithms....Pages 29-36
Dimension Reduction for Regression with Bottleneck Neural Networks....Pages 37-44
Analysing Satellite Image Time Series by Means of Pattern Mining....Pages 45-52
Sentences Generation by Frequent Parsing Patterns....Pages 53-62
Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model....Pages 63-69
On the Power of Topological Kernel in Microarray-Based Detection of Cancer....Pages 70-77
An Evolutionary Multi-objective Optimization of Market Structures Using PBIL....Pages 78-85
New Application of Graph Mining to Video Analysis....Pages 86-93
Classification by Multiple Reducts-kNN with Confidence....Pages 94-101
Towards Automatic Classification of Wikipedia Content....Pages 102-109
Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data....Pages 110-117
A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm....Pages 118-125
Simplified Self-Adapting Skip Lists....Pages 126-136
Multi-Agent Architecture with Support to Quality of Service and Quality of Control....Pages 137-144
Robust 1-Norm Soft Margin Smooth Support Vector Machine....Pages 145-152
A Generalization of Independence in Naive Bayes Model....Pages 153-161
Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification....Pages 162-169
Histogram Distance for Similarity Search in Large Time Series Database....Pages 170-177
The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces....Pages 178-185
Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains....Pages 186-193
The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach....Pages 194-201
Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform....Pages 202-209
Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System....Pages 210-217
Annotation and Retrieval of Cell Images....Pages 218-225
Adaptive Particle Swarm Optimizer for Feature Selection....Pages 226-233
A Randomized Sphere Cover Classifier....Pages 234-241
Directed Figure Codes with Weak Equality....Pages 242-250
Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks....Pages 251-258
Relevance of Contextual Information in Compression-Based Text Clustering....Pages 259-266
Simple Deterministically Constructed Recurrent Neural Networks....Pages 267-274
Non-negative Matrix Factorization Implementation Using Graphic Processing Units....Pages 275-283
A Neighborhood-Based Clustering by Means of the Triangle Inequality....Pages 284-291
Selection of Structures with Grid Optimization, in Multiagent Data Warehouse....Pages 292-299
Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations....Pages 300-307
Learning Negotiation Policies Using IB3 and Bayesian Networks....Pages 308-315
Trajectory Based Behavior Analysis for User Verification....Pages 316-323
Discovering Concept Mappings by Similarity Propagation among Substructures....Pages 324-333
Clustering and Visualizing SOM Results....Pages 334-343
A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors....Pages 344-351
Evolution Strategies for Objective Functions with Locally Correlated Variables....Pages 352-359
Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD....Pages 360-367
Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS)Power System Load Model Using an Artificial Neural Network Paradigm....Pages 368-378
An Efficient Approach to Clustering Real-Estate Listings....Pages 379-386
Incremental Update of Cyclic Association Rules....Pages 387-395
Back Matter....Pages -