Ebook: Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005. Proceedings

This book constitutes the refereed proceedings of the First International Conference on Pattern Recognition and Machine Intelligence, PReMI 2005, held in Kolkata, India in December 2005.

The 108 revised papers presented together with 6 keynote talks and 14 invited papers were carefully reviewed and selected from 250 submissions. The papers are organized in topical sections on clustering, feature selection and learning, classification, neural networks and applications, fuzzy logic and applications, optimization and representation, image processing and analysis, video processing and computer vision, image retrieval and data mining, bioinformatics application, Web intelligence and genetic algorithms, as well as rough sets, case-based reasoning and knowledge discovery.

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This book constitutes the refereed proceedings of the First International Conference on Pattern Recognition and Machine Intelligence, PReMI 2005, held in Kolkata, India in December 2005.

The 108 revised papers presented together with 6 keynote talks and 14 invited papers were carefully reviewed and selected from 250 submissions. The papers are organized in topical sections on clustering, feature selection and learning, classification, neural networks and applications, fuzzy logic and applications, optimization and representation, image processing and analysis, video processing and computer vision, image retrieval and data mining, bioinformatics application, Web intelligence and genetic algorithms, as well as rough sets, case-based reasoning and knowledge discovery.

Content:
Front Matter....Pages -
Data Clustering: A User’s Dilemma....Pages 1-10
Pattern Recognition in Video....Pages 11-20
Rough Sets in Perception-Based Computing....Pages 21-29
Conversational Case-Based Reasoning....Pages 30-30
Computational Molecular Biology of Genome Expression and Regulation....Pages 31-38
Human Activity Recognition....Pages 39-39
A Novel T2-SVM for Partially Supervised Classification....Pages 40-49
S_Kernel: A New Symmetry Measure....Pages 50-59
Geometric Decision Rules for Instance-Based Learning Problems....Pages 60-69
Building Brains for Robots: A Psychodynamic Approach....Pages 70-79
Designing Smart Environments: A Paradigm Based on Learning and Prediction....Pages 80-90
Towards Generic Pattern Mining....Pages 91-97
Multi-aspect Data Analysis in Brain Informatics....Pages 98-107
Small Object Detection and Tracking: Algorithm, Analysis and Application....Pages 108-117
Illumination Invariant Face Alignment Using Multi-band Active Appearance Model....Pages 118-127
Globally Optimal 3D Image Reconstruction and Segmentation Via Energy Minimisation Techniques....Pages 128-136
Go Digital, Go Fuzzy....Pages 137-146
A Novel Personal Authentication System Using Palmprint Technology....Pages 147-156
Semantic Web Research Trends and Directions....Pages 157-159
Feature Extraction for Nonlinear Classification....Pages 160-169
Anomaly Detection in a Multi-engine Aircraft....Pages 170-175
Clustering Within Quantum Mechanical Framework....Pages 176-181
Linear Penalization Support Vector Machines for Feature Selection....Pages 182-187
Linear Regression for Dimensionality Reduction and Classification of Multi Dimensional Data....Pages 188-192
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration....Pages 193-199
Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization....Pages 200-205
Hybrid Hierarchical Learning from Dynamic Scenes....Pages 206-211
Reference Extraction and Resolution for Legal Texts....Pages 212-217
Effective Intrusion Type Identification with Edit Distance for HMM-Based Anomaly Detection System....Pages 218-221
A Combined fBm and PPCA Based Signal Model for On-Line Recognition of PD Signal....Pages 222-228
Handwritten Bangla Digit Recognition Using Classifier Combination Through DS Technique....Pages 229-235
Arrhythmia Classification Using Local H?lder Exponents and Support Vector Machine....Pages 236-241
A Voltage Sag Pattern Classification Technique....Pages 242-247
Face Recognition Using Topological Manifolds Learning....Pages 248-253
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification....Pages 254-259
Face Recognition Technique Using Symbolic PCA Method....Pages 260-265
A Hybrid Approach to Speaker Recognition in Multi-speaker Environment....Pages 266-271
Design of Hierarchical Classifier with Hybrid Architectures....Pages 272-275
Human-Computer Interaction System with Artificial Neural Network Using Motion Tracker and Data Glove....Pages 276-279
Recurrent Neural Approaches for Power Transformers Thermal Modeling....Pages 280-286
Artificial Neural Network Engine: Parallel and Parameterized Architecture Implemented in FPGA....Pages 287-293
Neuronal Clustering of Brain fMRI Images....Pages 294-299
An Optimum RBF Network for Signal Detection in Non-Gaussian Noise....Pages 300-305
A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection....Pages 306-309
A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks....Pages 310-314
Recognition of Fault Signature Patterns Using Fuzzy Logic for Prevention of Breakdowns in Steel Continuous Casting Process....Pages 315-317
Development of an Adaptive Fuzzy Logic Based Control Law for a Mobile Robot with an Uncalibrated Camera System....Pages 318-324
Fuzzy Logic Based Control of Voltage and Reactive Power in Subtransmission System....Pages 325-331
Fuzzy-Symbolic Analysis for Classification of Symbolic Data....Pages 332-337
Handwritten Character Recognition Systems Using Image-Fusion and Fuzzy Logic....Pages 338-343
Classification of Remotely Sensed Images Using Neural-Network Ensemble and Fuzzy Integration....Pages 344-349
Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen....Pages 350-355
Fuzzy Proximal Support Vector Classification Via Generalized Eigenvalues....Pages 356-359
Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive Radial Basis Function Neural Network....Pages 360-363
Design of Two-Dimensional IIR Filters Using an Improved DE Algorithm....Pages 364-368
Systematically Evolving Configuration Parameters for Computational Intelligence Methods....Pages 369-375
A Split-Based Method for Polygonal Approximation of Shape Curves....Pages 376-381
Symbolic Data Structure for Postal Address Representation and Address Validation Through Symbolic Knowledge Base....Pages 382-387
The Linear Factorial Smoothing for the Analysis of Incomplete Data....Pages 388-394
An Improved Shape Descriptor Using Bezier Curves....Pages 395-400
Isothetic Polygonal Approximations of a 2D Object on Generalized Grid....Pages 401-406
An Evolutionary SPDE Breeding-Based Hybrid Particle Swarm Optimizer: Application in Coordination of Robot Ants for Camera Coverage Area Optimization....Pages 407-412
An Improved Differential Evolution Scheme for Noisy Optimization Problems....Pages 413-416
Facial Asymmetry in Frequency Domain: The “Phase” Connection....Pages 417-421
An Efficient Image Distortion Correction Method for an X-ray Digital Tomosynthesis System....Pages 422-427
Eigen Transformation Based Edge Detector for Gray Images....Pages 428-433
Signal Processing for Digital Image Enhancement Considering APL in PDP....Pages 434-440
A Hybrid Approach to Digital Image Watermarking Using Singular Value Decomposition and Spread Spectrum....Pages 441-446
Image Enhancement by High-Order Gaussian Derivative Filters Simulating Non-classical Receptive Fields in the Human Visual System....Pages 447-452
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0....Pages 453-458
Isolation of Lung Cancer from Inflammation....Pages 459-464
Learning to Segment Document Images....Pages 465-470
A Comparative Study of Different Texture Segmentation Techniques....Pages 471-476
Run Length Based Steganography for Binary Images....Pages 477-480
An Edge-Based Moving Object Detection for Video Surveillance....Pages 481-484
An Information Hiding Framework for Lightweight Mobile Devices with Digital Camera....Pages 485-490
Applications of the Discrete Hodge Helmholtz Decomposition to Image and Video Processing....Pages 491-496
A Novel CAM for the Luminance Levels in the Same Chromaticity Viewing Conditions....Pages 497-502
Estimation of 2D Motion Trajectories from Video Object Planes and Its Application in Hand Gesture Recognition....Pages 503-508
3D Facial Pose Tracking in Uncalibrated Videos....Pages 509-514
Fusing Depth and Video Using Rao-Blackwellized Particle Filter....Pages 515-520
Specifying Spatio Temporal Relations for Multimedia Ontologies....Pages 521-526
Motion Estimation of Elastic Articulated Objects from Image Points and Contours....Pages 527-532
Parsing News Video Using Integrated Audio-Video Features....Pages 533-537
A Hybrid Data and Space Partitioning Technique for Similarity Queries on Bounded Clusters....Pages 538-543
Image Retrieval by Content Using Segmentation Approach....Pages 544-550
A Wavelet Based Image Retrieval....Pages 551-556
Use of Contourlets for Image Retrieval....Pages 557-562
Integration of Keyword and Feature Based Search for Image Retrieval Applications....Pages 563-569
Finding Locally and Periodically Frequent Sets and Periodic Association Rules....Pages 570-575
An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC) Technique for Partitioning Large Data Sets....Pages 576-582
Density-Based View Materialization....Pages 583-588
On Simultaneous Selection of Prototypes and Features in Large Data....Pages 589-594
Knowledge Enhancement Through Ontology-Guided Text Mining....Pages 595-600
A Novel Algorithm for Automatic Species Identification Using Principal Component Analysis....Pages 601-604
Analyzing the Effect of Prior Knowledge in Genetic Regulatory Network Inference....Pages 605-610
New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering....Pages 611-616
Genetic Algorithm for Double Digest Problem....Pages 617-622
Intelligent Data Recognition of DNA Sequences Using Statistical Models....Pages 623-629
Parallel Sequence Alignment: A Lookahead Approach....Pages 630-635
Evolutionary Clustering Algorithm with Knowledge-Based Evaluation for Fuzzy Cluster Analysis of Gene Expression Profiles....Pages 636-639
Biological Text Mining for Extraction of Proteins and Their Interactions....Pages 640-644
DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm....Pages 645-648
Multi-objective Optimization for Adaptive Web Site Generation....Pages 649-653
Speeding Up Web Access Using Weighted Association Rules....Pages 654-659
An Automatic Approach to Classify Web Documents Using a Domain Ontology....Pages 660-665
Distribution Based Stemmer Refinement....Pages 666-671
Text Similarity Measurement Using Concept Representation of Texts....Pages 672-677
Incorporating Distance Domination in Multiobjective Evolutionary Algorithm....Pages 678-683
I-EMO: An Interactive Evolutionary Multi-objective Optimization Tool....Pages 684-689
Simultaneous Multiobjective Multiple Route Selection Using Genetic Algorithm for Car Navigation....Pages 690-695
Outliers in Rough k-Means Clustering....Pages 696-701
Divisible Rough Sets Based on Self-organizing Maps....Pages 702-707
Parallel Island Model for Attribute Reduction....Pages 708-713
On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification....Pages 714-719
Rough Contraction Through Partial Meets....Pages 720-725
Finding Interesting Rules Exploiting Rough Memberships....Pages 726-731
Probability Measures for Prediction in Multi-table Infomation Systems....Pages 732-737
Object Extraction in Gray-Scale Images by Optimizing Roughness Measure of a Fuzzy Set....Pages 738-743
Approximation Spaces in Machine Learning and Pattern Recognition....Pages 744-749
A Rough Set-Based Magnetic Resonance Imaging Partial Volume Detection System....Pages 750-755
Eliciting Domain Knowledge in Handwritten Digit Recognition....Pages 756-761
Collaborative Rough Clustering....Pages 762-767
Learning of General Cases....Pages 768-773
Learning Similarity Measure of Nominal Features in CBR Classifiers....Pages 774-779
Decision Tree Induction with CBR....Pages 780-785
Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents....Pages 786-791
An Efficient Parzen-Window Based Network Intrusion Detector Using a Pattern Synthesis Technique....Pages 792-798
Back Matter....Pages 799-804
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