The two volume set LNCS 3686 and LNCS 3687 constitutes the refereed proceedings of the Third International Conference on Advances in Pattern Recognition, ICAPR 2005, held in Bath, UK in August 2005.
The papers submitted to ICAPR 2005 were thoroughly reviewed by up to three referees per paper and less than 40% of the submitted papers were accepted. The first volume includes 73 contributions related to Pattern Recognition and Data Mining (which included papers from the tracks of pattern recognition methods, knowledge and learning, and data mining); topics addressed are pattern recognition, data mining, signal processing and OCR/ document analysis. The second volume contains 87 contributions related to Pattern Recognition and Image Analysis (which included papers from the applications track) and deals with security and surveillance, biometrics, image processing and medical imaging. It also contains papers from the Workshop on Pattern Recognition for Crime Prevention.
Author(s): Ghada Badr, B. John Oommen (auth.), Sameer Singh, Maneesha Singh, Chid Apte, Petra Perner (eds.)
Series: Lecture Notes in Computer Science 3686 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 694
Tags: Pattern Recognition; Image Processing and Computer Vision; Information Storage and Retrieval; Information Systems Applications (incl.Internet); Database Management; Artificial Intelligence (incl. Robotics)
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 -
