Intelligent Data Engineering and Automated Learning - IDEAL 2011: 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings

Front Matter....Pages -
Adaptive K-Means for Clustering Air Mass Trajectories....Pages 1-8
On Domain Independence of Author Identification....Pages 9-16
Empirical Comparison of Resampling Methods Using Genetic Fuzzy Systems for a Regression Problem....Pages 17-24
Linear Time Heuristics for Topographic Mapping of Dissimilarity Data....Pages 25-33
Interpreting Hidden Neurons in Boolean Constructive Neural Networks....Pages 34-41
An Experimental Study on Asymmetric Self-Organizing Map....Pages 42-49
A Language Specification Tool for Model-Based Parsing....Pages 50-57
Typical Testors Generation Based on an Evolutionary Algorithm....Pages 58-65
SVM Approach to Classifying Lesions in USG Images with the Use of the Gabor Decomposition....Pages 66-75
Online Labelling Strategies for Growing Neural Gas....Pages 76-83
Multi-layer Topology Preserving Mapping for K -Means Clustering....Pages 84-91
On the Extraction and Classification of Hand Outlines....Pages 92-99
Clustering-Based Leaders’ Selection in Multi-Objective Particle Swarm Optimisation....Pages 100-107
Categorization of Wikipedia Articles with Spectral Clustering....Pages 108-115
Is Genetic Programming “Human-Competitive”? The Case of Experimental Double Auction Markets....Pages 116-126
Portfolio Optimization Using SPEA2 with Resampling....Pages 127-134
Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network....Pages 135-143
Spectral Non-gaussianity for Blind Image Deblurring....Pages 144-151
A Graph Partitioning Approach to SOM Clustering....Pages 152-159
Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm....Pages 160-169
A Framework to Mine High-Level Emerging Patterns by Attribute-Oriented Induction....Pages 170-177
Finding First-Order Minimal Unsatisfiable Cores with a Heuristic Depth-First-Search Algorithm....Pages 178-185
3D Markerless Motion Tracking in Real-Time Using a Single Camera....Pages 186-193
Extensions for Continuous Pattern Mining....Pages 194-203
Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase....Pages 204-211
Simplifying SVM with Weighted LVQ Algorithm....Pages 212-219
Novelty Detection for Identifying Deterioration in Emergency Department Patients....Pages 220-227
A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains....Pages 228-235
A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data....Pages 236-243
Evolving Recurrent Neural Models of Geomagnetic Storms....Pages 244-251
Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications....Pages 252-261
Modeling Design and Flow Feature Interactions for Automotive Synthesis....Pages 262-270
The Importance of Precision in Humour Classification....Pages 271-278
A Hybrid Approach to Feature Subset Selection for Brain-Computer Interface Design....Pages 279-286
Non-metric Multidimensional Scaling for Privacy-Preserving Data Clustering....Pages 287-298
Iranian Cancer Patient Detection Using a New Method for Learning at Imbalanced Datasets....Pages 299-306
Automated Image Annotation System Based on an Open Source Object Database....Pages 307-316
A Novel Multi-Objective Genetic Algorithm for Clustering....Pages 317-326
A Novel Ensemble of Distance Measures for Feature Evaluation: Application to Sonar Imagery....Pages 327-336
Engineering Spatial Analysis in Real Estate Applications....Pages 337-344
Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism....Pages 345-352
Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays....Pages 353-360
SignalNet: Visualization of Signal Network Responses by Quantitative Proteome Data....Pages 361-368
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process....Pages 369-376
Gradient Descent Decomposition for Multi-objective Learning....Pages 377-384
P 2 LSA and P 2 LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model....Pages 385-393
Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning....Pages 394-402
Classification of Household Devices by Electricity Usage Profiles....Pages 403-412
From Fuzzy Association Rule Mining to Effective Classification Framework....Pages 413-420
From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data....Pages 421-428
A New Approach to Neural Network Based Stock Trading Strategy....Pages 429-436
A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes....Pages 437-445
Multi Density DBSCAN....Pages 446-453
Genetic Algorithms to Simplify Prognosis of Endocarditis....Pages 454-462
Analyzing Key Factors of Human Resources Management....Pages 463-473
A Principled Approach to the Analysis of Process Mining Algorithms....Pages 474-481
Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process....Pages 482-489
Eigenlights: Recovering Illumination from Face Images....Pages 490-497
Novel Data Mining Approaches for Detecting Quantitative Trait Loci of Bone Mineral Density in Genome-Wide Linkage Analysis....Pages 498-509
Back Matter....Pages -