This book constitutes the refereed proceedings of the Second International Conference on Pattern Recognition and Machine Intelligence, PReMI 2007, held in Kolkata, India in December 2007. 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.
Inhalt
Pattern Recognition.- Ensemble Approaches of Support Vector Machines for Multiclass Classification.- Robust Approach for Estimating Probabilities in Naive-Bayes Classifier.- Weighted k-Nearest Leader Classifier for Large Data Sets.- Hybrid Approaches for Clustering.- Recognizing Patterns of Dynamic Behaviors Based on Multiple Relations in Soccer Robotics Domain.- An Adaptive Algorithm for Failure Recovery During Dynamic Service Composition.- Neuromorphic Adaptable Ocular Dominance Maps.- Fault Diagnosis Using Dynamic Time Warping.- Image Analysis.- Kernel-Based Spectral Matched Signal Detectors for Hyperspectral Target Detection.- A Multiscale Change Detection Technique Robust to Registration Noise.- Image Quality Assessment Based on Perceptual Structural Similarity.- Topology Adaptive Active Membrane.- Bit Plane Encoding and Encryption.- Segmenting Multiple Textured Objects Using Geodesic Active Contour and DWT.- Projection Onto Convex Sets with Watermarking for Error Concealment.- Spatial Topology of Equitemporal Points on Signatures for Retrieval.- Modified 9DLT Matrix for Similarity Retrieval of Line-Drawing Images.- Image Retrieval Using Fuzzy Relevance Feedback and Validation with MPEG-7 Content Descriptors.- Recognition of Isolated Handwritten Kannada Numerals Based on Image Fusion Method.- Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images.- Automatic Guidance of a Tractor Using Computer Vision.- Multiscale Boundary Identification for Medical Images.- FEM 2D Analysis of Mild Traumatic Brain Injury on a Child.- Soft Computing and Applications.- Discovery of Process Models from Data and Domain Knowledge: A Rough-Granular Approach.- The Possibilities of Fuzzy Logic in Image Processing.- Fuzzy Ordering Relation and Fuzzy Poset.- A Practical Fuzzy Logic Controller for Sumo Robot Competition.- Hierarchical Fuzzy Case Based Reasoning with Multi-criteria Decision Making for Financial Applications.- Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem.- A GA-Based Pruning Strategy and Weight Update Algorithm for Efficient Nonlinear System Identification.- Enhanced Quantum Evolutionary Algorithms for Difficult Knapsack Problems.- A Decomposition Approach for Combined Heuristic and Differential Evolution Method for the Reactive Power Problem.- Cunning Ant System for Quadratic Assignment Problem with Local Search and Parallelization.- Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification.- A Neuro-Fuzzy Scheme for Integrated Input Fuzzy Set Selection and Optimal Fuzzy Rule Generation for Classification.- Rough Set Theory of Pattern Classification in the Brain.- Rough Core Vector Clustering.- Data Mining and Knowledge Discovery.- Towards Human Level Web Intelligence: A Brain Informatics Perspective.- Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets.- Prefix-Suffix Trees: A Novel Scheme for Compact Representation of Large Datasets.- Efficient Multi-method Rule Learning for Pattern Classification Machine Learning and Data Mining.- High Confidence Association Mining Without Support Pruning.- An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection.- Automatic Reference Tracking with On-Demand Relevance Filtering Based on User's Interest.- User's Search Behavior Graph for Aiding Personalized Web Search.- Semantic Integration of Information Through Relation Mining - Application to Bio-medical Text Processing.- Bioinformatics.- Data Analysis and Bioinformatics.- Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis.- Parallel Construction of Conflict Graph for Phylogenetic Network Problem.- Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Overexpression in Escherichia Coli.- Evolutionary Biclustering with Correlation for Gene Interaction Networks.- Identification of Gene Regulatory Pathways: A Regularization Method.- New Results on Energy Balance Analysis of Metabolic Networks.- Signal and Speech Processing.- Computation of QRS Vector of ECG Signal for Observation of It's Clinical Significance.- Signal Resampling Technique Combining Level Crossing and Auditory Features.- Cepstral Domain Teager Energy for Identifying Perceptually Similar Languages.- Spoken Language Identification for Indian Languages Using Split and Merge EM Algorithm.- Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features.- Voice Transformation by Mapping the Features at Syllable Level.- Document Analysis and Text Mining.- Language Independent Skew Estimation Technique Based on Gaussian Mixture Models: A Case Study on South Indian Scripts.- Entropy Based Skew Correction of Document Images.- Keyword Extraction from a Single Document Using Centrality Measures.- A HMM-Based Approach to Recognize Ultra Low Resolution Anti-Aliased Words.- Text Region Extraction from Quality Degraded Document Images.- Offline Handwritten Devanagari Word Recognition: An HMM Based Approach.- HMM Parameter Estimation with Genetic Algorithm for Handwritten Word Recognition.- A Hidden Markov Model Based Named Entity Recognition System: Bengali and Hindi as Case Studies.- Detecting Misspelled Words in Turkish Text Using Syllable n-gram Frequencies.- Self Adaptable Recognizer for Document Image Collections.- Biometrics.- Mixture-of-Laplacian Faces and Its Application to Face Recognition.- Age Transformation for Improving Face Recognition Performance.- Recognizing Facial Expression Using Particle Filter Based Feature Points Tracker.- Human Gait Recognition Using Temporal Slices.- Accurate Iris Boundary Detection in Iris-Based Biometric Authentication Process.- Video Analysis.- Confidence Measure for Temporal Registration of Recurrent Non-uniform Samples.- Automatic Detection of Human Fall in Video.- Deformable Object Tracking: A Kernel Density Estimation Approach Via Level Set Function Evolution.- Spatio-temporal Descriptor Using 3D Curvature Scale Space.- Shot Boundary Detection Using Frame Transition Parameters and Edge Strength Scatter.- Improved Tracking of Multiple Vehicles Using Invariant Feature-Based Matching.- An Adaptive Bayesian Technique for Tracking Multiple Objects.- Computationally Efficient MCTF for MC-EZBC Scalable Video Coding Framework.