Pattern Recognition and Machine Intelligence: Second International Conference, PReMI 2007, Kolkata, India, December 18-22, 2007. Proceedings

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 -