Pattern recognition and machine intelligence : First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005 : proceedings
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Pattern recognition and machine intelligence : First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005 : proceedings
（Lecture notes in computer science, 3776）
Springer, c2005
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Includes bibliographical references and index
Description and Table of Contents
Description
CSCR, which is the ?rst nationalcenter in the countryin this domain,has many important objectives including distance learning, establishing linkage to premier institutes/industries, organizing specialized courses, as well as conducting f- damental research. The conference proceedings of PReMI-05, containing rigorouslyreviewed - pers, is published by Springer in its prestigious Lecture Notes in Computer S- ence (LNCS) series. Di?erent professional sponsors and funding agencies (both national and international) came forward to support this event for its success. These include, International Association of Pattern Recognition (IAPR); Web IntelligenceConsortium(WIC); Institute ofElectricalandElectronics Engine- ing (IEEE): International Center for Pure and Applied Mathematics (CIMPA), France;Webel,GovernmentofWestBengalITCompany;DepartmentofScience & Technology (DST), India; Council of Scienti?c & Industrial Research (CSIR), India.Toencourageparticipationofbrightstudentsandyoungresearchers,some fellowships were provided. I believe the participants found PReMI-05 an academically memorable and intellectually stimulating event.
It enabled young researchers to interact and establish contacts with well-known experts in the ?eld I hope that you have all enjoyed staying in Calcutta (now Kolkata), the city of Joy.
Table of Contents
Keynote Papers.- Data Clustering: A User's Dilemma.- Pattern Recognition in Video.- Rough Sets in Perception-Based Computing.- Conversational Case-Based Reasoning.- Computational Molecular Biology of Genome Expression and Regulation.- Human Activity Recognition.- Invited Papers.- A Novel T2-SVM for Partially Supervised Classification.- S_Kernel: A New Symmetry Measure.- Geometric Decision Rules for Instance-Based Learning Problems.- Building Brains for Robots: A Psychodynamic Approach.- Designing Smart Environments: A Paradigm Based on Learning and Prediction.- Towards Generic Pattern Mining.- Multi-aspect Data Analysis in Brain Informatics.- Small Object Detection and Tracking: Algorithm, Analysis and Application.- Illumination Invariant Face Alignment Using Multi-band Active Appearance Model.- Globally Optimal 3D Image Reconstruction and Segmentation Via Energy Minimisation Techniques.- Go Digital, Go Fuzzy.- A Novel Personal Authentication System Using Palmprint Technology.- World Wide Wisdom Web (W4) and Autonomy Oriented Computing (AOC): What, When, and How?.- Semantic Web Research Trends and Directions.- Contributory Papers Clustering, Feature Selection and Learning.- Feature Extraction for Nonlinear Classification.- Anomaly Detection in a Multi-engine Aircraft.- Clustering Within Quantum Mechanical Framework.- Linear Penalization Support Vector Machines for Feature Selection.- Linear Regression for Dimensionality Reduction and Classification of Multi Dimensional Data.- A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration.- Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization.- Hybrid Hierarchical Learning from Dynamic Scenes.- Reference Extraction and Resolution for Legal Texts.- Classification.- Effective Intrusion Type Identification with Edit Distance for HMM-Based Anomaly Detection System.- A Combined fBm and PPCA Based Signal Model for On-Line Recognition of PD Signal.- Handwritten Bangla Digit Recognition Using Classifier Combination Through DS Technique.- Arrhythmia Classification Using Local Hoelder Exponents and Support Vector Machine.- A Voltage Sag Pattern Classification Technique.- Face Recognition Using Topological Manifolds Learning.- A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.- Face Recognition Technique Using Symbolic PCA Method.- A Hybrid Approach to Speaker Recognition in Multi-speaker Environment.- Design of Hierarchical Classifier with Hybrid Architectures.- Neural Networks and Applications.- Human-Computer Interaction System with Artificial Neural Network Using Motion Tracker and Data Glove.- Recurrent Neural Approaches for Power Transformers Thermal Modeling.- Artificial Neural Network Engine: Parallel and Parameterized Architecture Implemented in FPGA.- Neuronal Clustering of Brain fMRI Images.- An Optimum RBF Network for Signal Detection in Non-Gaussian Noise.- A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection.- A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks.- Fuzzy Logic and Applications.- Recognition of Fault Signature Patterns Using Fuzzy Logic for Prevention of Breakdowns in Steel Continuous Casting Process.- Development of an Adaptive Fuzzy Logic Based Control Law for a Mobile Robot with an Uncalibrated Camera System.- Fuzzy Logic Based Control of Voltage and Reactive Power in Subtransmission System.- Fuzzy-Symbolic Analysis for Classification of Symbolic Data.- Handwritten Character Recognition Systems Using Image-Fusion and Fuzzy Logic.- Classification of Remotely Sensed Images Using Neural-Network Ensemble and Fuzzy Integration.- Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen.- Fuzzy Proximal Support Vector Classification Via Generalized Eigenvalues.- Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive Radial Basis Function Neural Network.- Optimization and Representation.- Design of Two-Dimensional IIR Filters Using an Improved DE Algorithm.- Systematically Evolving Configuration Parameters for Computational Intelligence Methods.- A Split-Based Method for Polygonal Approximation of Shape Curves.- Symbolic Data Structure for Postal Address Representation and Address Validation Through Symbolic Knowledge Base.- The Linear Factorial Smoothing for the Analysis of Incomplete Data.- An Improved Shape Descriptor Using Bezier Curves.- Isothetic Polygonal Approximations of a 2D Object on Generalized Grid.- An Evolutionary SPDE Breeding-Based Hybrid Particle Swarm Optimizer: Application in Coordination of Robot Ants for Camera Coverage Area Optimization.- An Improved Differential Evolution Scheme for Noisy Optimization Problems.- Image Processing and Analysis.- Facial Asymmetry in Frequency Domain: The "Phase" Connection.- An Efficient Image Distortion Correction Method for an X-ray Digital Tomosynthesis System.- Eigen Transformation Based Edge Detector for Gray Images.- Signal Processing for Digital Image Enhancement Considering APL in PDP.- A Hybrid Approach to Digital Image Watermarking Using Singular Value Decomposition and Spread Spectrum.- Image Enhancement by High-Order Gaussian Derivative Filters Simulating Non-classical Receptive Fields in the Human Visual System.- A Chosen Plaintext Steganalysis of Hide4PGP V 2.0.- Isolation of Lung Cancer from Inflammation.- Learning to Segment Document Images.- A Comparative Study of Different Texture Segmentation Techniques.- Run Length Based Steganography for Binary Images.- Video Processing and Computer Vision.- An Edge-Based Moving Object Detection for Video Surveillance.- An Information Hiding Framework for Lightweight Mobile Devices with Digital Camera.- Applications of the Discrete Hodge Helmholtz Decomposition to Image and Video Processing.- A Novel CAM for the Luminance Levels in the Same Chromaticity Viewing Conditions.- Estimation of 2D Motion Trajectories from Video Object Planes and Its Application in Hand Gesture Recognition.- 3D Facial Pose Tracking in Uncalibrated Videos.- Fusing Depth and Video Using Rao-Blackwellized Particle Filter.- Specifying Spatio Temporal Relations for Multimedia Ontologies.- Motion Estimation of Elastic Articulated Objects from Image Points and Contours.- Parsing News Video Using Integrated Audio-Video Features.- Image Retrieval and Data Mining.- A Hybrid Data and Space Partitioning Technique for Similarity Queries on Bounded Clusters.- Image Retrieval by Content Using Segmentation Approach.- A Wavelet Based Image Retrieval.- Use of Contourlets for Image Retrieval.- Integration of Keyword and Feature Based Search for Image Retrieval Applications.- Finding Locally and Periodically Frequent Sets and Periodic Association Rules.- An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC) Technique for Partitioning Large Data Sets.- Density-Based View Materialization.- On Simultaneous Selection of Prototypes and Features in Large Data.- Knowledge Enhancement Through Ontology-Guided Text Mining.- Bioinformatics Application.- A Novel Algorithm for Automatic Species Identification Using Principal Component Analysis.- Analyzing the Effect of Prior Knowledge in Genetic Regulatory Network Inference.- New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering.- Genetic Algorithm for Double Digest Problem.- Intelligent Data Recognition of DNA Sequences Using Statistical Models.- Parallel Sequence Alignment: A Lookahead Approach.- Evolutionary Clustering Algorithm with Knowledge-Based Evaluation for Fuzzy Cluster Analysis of Gene Expression Profiles.- Biological Text Mining for Extraction of Proteins and Their Interactions.- DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm.- Web Intelligence and Genetic Algorithms.- Multi-objective Optimization for Adaptive Web Site Generation.- Speeding Up Web Access Using Weighted Association Rules.- An Automatic Approach to Classify Web Documents Using a Domain Ontology.- Distribution Based Stemmer Refinement.- Text Similarity Measurement Using Concept Representation of Texts.- Incorporating Distance Domination in Multiobjective Evolutionary Algorithm.- I-EMO: An Interactive Evolutionary Multi-objective Optimization Tool.- Simultaneous Multiobjective Multiple Route Selection Using Genetic Algorithm for Car Navigation.- Rough Sets, Case-Based Reasoning and Knowledge Discovery.- Outliers in Rough k-Means Clustering.- Divisible Rough Sets Based on Self-organizing Maps.- Parallel Island Model for Attribute Reduction.- On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification.- Rough Contraction Through Partial Meets.- Finding Interesting Rules Exploiting Rough Memberships.- Probability Measures for Prediction in Multi-table Infomation Systems.- Object Extraction in Gray-Scale Images by Optimizing Roughness Measure of a Fuzzy Set.- Approximation Spaces in Machine Learning and Pattern Recognition.- A Rough Set-Based Magnetic Resonance Imaging Partial Volume Detection System.- Eliciting Domain Knowledge in Handwritten Digit Recognition.- Collaborative Rough Clustering.- Learning of General Cases.- Learning Similarity Measure of Nominal Features in CBR Classifiers.- Decision Tree Induction with CBR.- Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents.- An Efficient Parzen-Window Based Network Intrusion Detector Using a Pattern Synthesis Technique.
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