Pattern Recognition and Data Mining: Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I

Front Matter....Pages -
Enhancing Trie-Based Syntactic Pattern Recognition Using AI Heuristic Search Strategies....Pages 1-17
Mathematical Features for Recognizing Preference in Sub-saharan African Traditional Rhythm Timelines....Pages 18-27
Empirical Bounds on Error Differences When Using Naive Bayes....Pages 28-34
Effective Probability Forecasting for Time Series Data Using Standard Machine Learning Techniques....Pages 35-44
A Continuous Weighted Low-Rank Approximation for Collaborative Filtering Problems....Pages 45-53
GP Ensemble for Distributed Intrusion Detection Systems....Pages 54-62
Clustered Trie Structures for Approximate Search in Hierarchical Objects Collections....Pages 63-70
On Adaptive Confidences for Critic-Driven Classifier Combining....Pages 71-80
The RW2 Algorithm for Exact Graph Matching....Pages 81-88
Making Use of Unelaborated Advice to Improve Reinforcement Learning: A Mobile Robotics Approach....Pages 89-98
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation....Pages 99-107
Discovering Predictive Variables When Evolving Cognitive Models....Pages 108-117
Mathematical Morphology and Binary Geodesy for Robot Navigation Planning....Pages 118-126
Neural Network Classification: Maximizing Zero-Error Density....Pages 127-135
Taxonomy of Classifiers Based on Dissimilarity Features....Pages 136-145
Combination of Boosted Classifiers Using Bounded Weights....Pages 146-153
Prediction of Commodity Prices in Rapidly Changing Environments....Pages 154-163
Develop Multi-hierarchy Classification Model: Rough Set Based Feature Decomposition Method....Pages 164-171
On Fitting Finite Dirichlet Mixture Using ECM and MML....Pages 172-182
Disease Classification from Capillary Electrophoresis: Mass Spectrometry....Pages 183-191
Analyzing Large Image Databases with the Evolving Tree....Pages 192-198
A Sequence Labeling Method Using Syntactical and Textual Patterns for Record Linkage....Pages 199-208
Recognition Tasks Are Imitation Games....Pages 209-218
Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression....Pages 219-228
Hierarchical Clustering of Dynamical Systems Based on Eigenvalue Constraints....Pages 229-238
An Optimally Weighted Fuzzy k -NN Algorithm....Pages 239-247
A Tabu Search Based Method for Minimum Sum of Squares Clustering....Pages 248-256
Approximation of Digital Circles by Regular Polygons....Pages 257-267
A Novel Feature Fusion Method Based on Partial Least Squares Regression....Pages 268-277
Combining Text and Link Analysis for Focused Crawling....Pages 278-287
A Weighting Initialization Strategy for Weighted Support Vector Machines....Pages 288-296
Configuration of Neural Networks for the Analysis of Seasonal Time Series....Pages 297-304
Boosting Feature Selection....Pages 305-314
Similarity Searching in Image Retrieval with Statistical Distance Measures and Supervised Learning....Pages 315-324
Using Patterns to Generate Prime Numbers....Pages 325-334
Empirical Study on Weighted Voting Multiple Classifiers....Pages 335-344
Spectral Clustering for Time Series....Pages 345-354
A New EM Algorithm for Resource Allocation Network....Pages 355-362
A Biased Support Vector Machine Approach to Web Filtering....Pages 363-370
A New Approach to Generate Frequent Patterns from Enterprise Databases....Pages 371-380
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance....Pages 381-389
Missing Data Estimation Using Polynomial Kernels....Pages 390-399
Predictive Model for Protein Function Using Modular Neural Approach....Pages 400-409
Using k NN Model for Automatic Feature Selection....Pages 410-419
Multi-view EM Algorithm for Finite Mixture Models....Pages 420-425
Segmentation Evaluation Using a Support Vector Machine....Pages 426-435
Detection of Spots in 2-D Electrophoresis Gels by Symmetry Features....Pages 436-445
Analysis of MHC-Peptide Binding Using Amino Acid Property-Based Decision Rules....Pages 446-453
Accuracy of String Kernels for Protein Sequence Classification....Pages 454-460
An Efficient Feature Selection Method for Object Detection....Pages 461-468
Multi-SOMs: A New Approach to Self Organised Classification....Pages 469-477
Selection of Classifiers Using Information-Theoretic Criteria....Pages 478-487
ICA and GA Feature Extraction and Selection for Cloud Classification....Pages 488-496
A Study on Robustness of Large Vocabulary Mandarin Chinese Continuous Speech Recognition System Based on Wavelet Analysis....Pages 497-504
Recognition of Insect Emissions Applying the Discrete Wavelet Transform....Pages 505-513
On the Performance of Hurst-Vectors for Speaker Identification Systems....Pages 514-521
Transformations of LPC and LSF Parameters to Speech Recognition Features....Pages 522-528
Redshift Determination for Quasar Based on Similarity Measure....Pages 529-537
Learning with Segment Boundaries for Hierarchical HMMs....Pages 538-543
A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech....Pages 544-552
Probabilistic Tangent Subspace Method for Multiuser Detection....Pages 553-559
Feature Extraction for Handwritten Chinese Character by Weighted Dynamic Mesh Based on Nonlinear Normalization....Pages 560-568
Post Processing of Handwritten Phonetic Pitman’s Shorthand Using a Bayesian Network Built on Geometric Attributes....Pages 569-579
Ancient Printed Documents Indexation: A New Approach....Pages 580-589
Applying Software Analysis Technology to Lightweight Semantic Markup of Document Text....Pages 590-600
Noisy Digit Classification with Multiple Specialist....Pages 601-608
Automatic Table Detection in Document Images....Pages 609-618
High Performance Classifiers Combination for Handwritten Digit Recognition....Pages 619-626
A Novel Approach for Text Detection in Images Using Structural Features....Pages 627-635
Optical Flow-Based Segmentation of Containers for Automatic Code Recognition....Pages 636-645
Hybrid OCR Combination for Ancient Documents....Pages 646-653
New Holistic Handwritten Word Recognition and Its Application to French Legal Amount....Pages 654-663
Handwriting Documents Denoising and Indexing Using Hermite Transform....Pages 664-673
Evaluation of Commercial OCR: A New Goal Directed Methodology for Video Documents....Pages 674-683
Back Matter....Pages -