Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005, Proceedings (Lecture Notes in Computer Science, 3776)

✍ Scribed by Sankar K. Pal (editor), Sambhunath Biswas (editor)

• Publisher: Springer
• Year: 2005
• Tongue: English
• Leaves: 831
• Category: Library

✦ Synopsis

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

Frontmatter
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): {\itshape 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 {\itshape Bangla} Digit Recognition Using Classifier Combination Through DS Technique
Arrhythmia Classification Using Local H\"{o}lder 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
Backmatter