Jun-Ki Min, Jin-Hyuk Hong, Sung-Bae Cho (auth.), Ashish Ghosh, Rajat K. De, Sankar K. Pal (eds.)3540770453, 9783540770459
The 82 revised papers presented were carefully reviewed and selected from 241 submissions. The papers are organized in topical sections on pattern recognition, image analysis, soft computing and applications, data mining and knowledge discovery, bioinformatics, signal and speech processing, document analysis and text mining, biometrics, and video analysis.
Table of contents :
Front Matter….Pages –
Ensemble Approaches of Support Vector Machines for Multiclass Classification….Pages 1-10
Robust Approach for Estimating Probabilities in Naive-Bayes Classifier….Pages 11-16
Weighted k-Nearest Leader Classifier for Large Data Sets….Pages 17-24
Hybrid Approaches for Clustering….Pages 25-32
Recognizing Patterns of Dynamic Behaviors Based on Multiple Relations in Soccer Robotics Domain….Pages 33-40
An Adaptive Algorithm for Failure Recovery During Dynamic Service Composition….Pages 41-48
Neuromorphic Adaptable Ocular Dominance Maps….Pages 49-56
Fault Diagnosis Using Dynamic Time Warping….Pages 57-66
Kernel-Based Spectral Matched Signal Detectors for Hyperspectral Target Detection….Pages 67-76
A Multiscale Change Detection Technique Robust to Registration Noise….Pages 77-86
Image Quality Assessment Based on Perceptual Structural Similarity….Pages 87-94
Topology Adaptive Active Membrane….Pages 95-102
Bit Plane Encoding and Encryption….Pages 103-110
Segmenting Multiple Textured Objects Using Geodesic Active Contour and DWT….Pages 111-118
Projection Onto Convex Sets with Watermarking for Error Concealment….Pages 119-127
Spatial Topology of Equitemporal Points on Signatures for Retrieval….Pages 128-135
Modified 9DLT Matrix for Similarity Retrieval of Line-Drawing Images….Pages 136-143
Image Retrieval Using Fuzzy Relevance Feedback and Validation with MPEG-7 Content Descriptors….Pages 144-152
Recognition of Isolated Handwritten Kannada Numerals Based on Image Fusion Method….Pages 153-160
Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images….Pages 161-168
Automatic Guidance of a Tractor Using Computer Vision….Pages 169-176
Multiscale Boundary Identification for Medical Images….Pages 177-185
FEM 2D Analysis of Mild Traumatic Brain Injury on a Child….Pages 186-191
Discovery of Process Models from Data and Domain Knowledge: A Rough-Granular Approach….Pages 192-197
The Possibilities of Fuzzy Logic in Image Processing….Pages 198-208
Fuzzy Ordering Relation and Fuzzy Poset….Pages 209-216
A Practical Fuzzy Logic Controller for Sumo Robot Competition….Pages 217-225
Hierarchical Fuzzy Case Based Reasoning with Multi-criteria Decision Making for Financial Applications….Pages 226-234
Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem….Pages 235-243
A GA-Based Pruning Strategy and Weight Update Algorithm for Efficient Nonlinear System Identification….Pages 244-251
Enhanced Quantum Evolutionary Algorithms for Difficult Knapsack Problems….Pages 252-260
A Decomposition Approach for Combined Heuristic and Differential Evolution Method for the Reactive Power Problem….Pages 261-268
Cunning Ant System for Quadratic Assignment Problem with Local Search and Parallelization….Pages 269-278
Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification….Pages 279-286
A Neuro-Fuzzy Scheme for Integrated Input Fuzzy Set Selection and Optimal Fuzzy Rule Generation for Classification….Pages 287-294
Rough Set Theory of Pattern Classification in the Brain….Pages 295-303
Rough Core Vector Clustering….Pages 304-310
Towards Human Level Web Intelligence: A Brain Informatics Perspective….Pages 311-311
Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets….Pages 312-315
Prefix-Suffix Trees: A Novel Scheme for Compact Representation of Large Datasets….Pages 316-323
Efficient Multi-method Rule Learning for Pattern Classification Machine Learning and Data Mining….Pages 324-331
High Confidence Association Mining Without Support Pruning….Pages 332-340
An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection….Pages 341-348
Automatic Reference Tracking with On-Demand Relevance Filtering Based on User’s Interest….Pages 349-356
User’s Search Behavior Graph for Aiding Personalized Web Search….Pages 357-364
Semantic Integration of Information Through Relation Mining – Application to Bio-medical Text Processing….Pages 365-372
Data Analysis and Bioinformatics….Pages 373-388
Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis….Pages 389-397
Parallel Construction of Conflict Graph for Phylogenetic Network Problem….Pages 398-405
Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Overexpression in Escherichia Coli….Pages 406-415
Evolutionary Biclustering with Correlation for Gene Interaction Networks….Pages 416-424
Identification of Gene Regulatory Pathways: A Regularization Method….Pages 425-432
New Results on Energy Balance Analysis of Metabolic Networks….Pages 433-438
Computation of QRS Vector of ECG Signal for Observation of It’s Clinical Significance….Pages 439-446
Signal Resampling Technique Combining Level Crossing and Auditory Features….Pages 447-454
Cepstral Domain Teager Energy for Identifying Perceptually Similar Languages….Pages 455-462
Spoken Language Identification for Indian Languages Using Split and Merge EM Algorithm….Pages 463-468
Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features….Pages 469-478
Voice Transformation by Mapping the Features at Syllable Level….Pages 479-486
Language Independent Skew Estimation Technique Based on Gaussian Mixture Models: A Case Study on South Indian Scripts….Pages 487-494
Entropy Based Skew Correction of Document Images….Pages 495-502
Keyword Extraction from a Single Document Using Centrality Measures….Pages 503-510
A HMM-Based Approach to Recognize Ultra Low Resolution Anti-Aliased Words….Pages 511-518
Text Region Extraction from Quality Degraded Document Images….Pages 519-527
Offline Handwritten Devanagari Word Recognition: An HMM Based Approach….Pages 528-535
HMM Parameter Estimation with Genetic Algorithm for Handwritten Word Recognition….Pages 536-544
A Hidden Markov Model Based Named Entity Recognition System: Bengali and Hindi as Case Studies….Pages 545-552
Detecting Misspelled Words in Turkish Text Using Syllable n -gram Frequencies….Pages 553-559
Self Adaptable Recognizer for Document Image Collections….Pages 560-567
Mixture-of-Laplacian Faces and Its Application to Face Recognition….Pages 568-575
Age Transformation for Improving Face Recognition Performance….Pages 576-583
Recognizing Facial Expression Using Particle Filter Based Feature Points Tracker….Pages 584-591
Human Gait Recognition Using Temporal Slices….Pages 592-599
Accurate Iris Boundary Detection in Iris-Based Biometric Authentication Process….Pages 600-607
Confidence Measure for Temporal Registration of Recurrent Non-uniform Samples….Pages 608-615
Automatic Detection of Human Fall in Video….Pages 616-623
Deformable Object Tracking: A Kernel Density Estimation Approach Via Level Set Function Evolution….Pages 624-631
Spatio-temporal Descriptor Using 3D Curvature Scale Space….Pages 632-640
Shot Boundary Detection Using Frame Transition Parameters and Edge Strength Scatter….Pages 641-648
Improved Tracking of Multiple Vehicles Using Invariant Feature-Based Matching….Pages 649-656
An Adaptive Bayesian Technique for Tracking Multiple Objects….Pages 657-665
Computationally Efficient MCTF for MC-EZBC Scalable Video Coding Framework….Pages 666-673
Back Matter….Pages –
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