Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005 : Proceedings (Google eBook)

Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas

Springer Science & Business, 2005 - 808 pages

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.

Contents

• Keynote Papers: 1
• Rough Sets in PerceptionBased Computing: 21
• Human Activity Recognition: 39
• Geometric Decision Rules for InstanceBased Learning Problems: 60
• A Paradigm Based on Learning: 80
• Towards Generic Pattern Mining: 91
• Multiaspect Data Analysis in Brain Informatics: 98
• Algorithm Analysis: 108
• Illumination Invariant Face Alignment Using Multiband Active: 118
• Globally Optimal 3D Image Reconstruction and Segmentation: 128
• Go Digital Go Fuzzy: 137
• A Novel Personal Authentication System Using Palmprint Technology: 147
• World Wide Wisdom Web W4 and Autonomy Oriented Computing: 157
• Contributory Papers: 170
• Anomaly Detection in a Multiengine Aircraft: 176
• Linear Regression for Dimensionality Reduction and Classification: 193
• Unsupervised Classification of Remote Sensing Data Using Graph: 206
• Classification: 222
• Handwritten Bangla Digit Recognition Using Classifier Combination: 236
• Arrhythmia Classification Using Local Hölder Exponents and Support: 242
• A Voltage Sag Pattern Classification Technique: 248
• Face Recognition Using Topological Manifolds Learning: 254
• A ContextSensitive Technique Based on Support Vector Machines: 260
• Face Recognition Technique Using Symbolic PCA Method: 266
• A Hybrid Approach to Speaker Recognition in Multispeaker: 272
• Neural Networks and Applications: 280
• Recurrent Neural Approaches for Power Transformers Thermal Modeling: 287
• Parallel and Parameterized: 294
• Neuronal Clustering of Brain fMRI Images: 300
• An Optimum RBF Network for Signal Detection in NonGaussian: 306
• Development of an Adaptive Fuzzy Logic Based Control Law for: 325
• FuzzySymbolic Analysis for Classification of Symbolic Data: 338
• Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen: 356
• Fuzzy Proximal Support Vector Classification Via Generalized: 360
• Systematically Evolving Configuration Parameters for Computational: 376
• The Linear Factorial Smoothing for the Analysis of Incomplete Data: 395
• An Evolutionary SPDE BreedingBased Hybrid Particle Swarm: 413
• The Phase Connection: 422
• Signal Processing for Digital Image Enhancement Considering APL: 441
• A Chosen Plaintext Steganalysis of Hide4PGP V 2 0: 459
• A Comparative Study of Different Texture Segmentation Techniques: 477
• An Information Hiding Framework for Lightweight Mobile Devices with: 491
• Applications of the Discrete Hodge Helmholtz Decomposition to Image: 497
• A Novel CAM for the Luminance Levels in the Same Chromaticity: 503
• Estimation of 2D Motion Trajectories from Video Object Planes: 509
• 3D Facial Pose Tracking in Uncalibrated Videos: 515
• Fusing Depth and Video Using RaoBlackwellized Particle Filter: 521
• Specifying Spatio Temporal Relations for Multimedia Ontologies: 527
• Motion Estimation of Elastic Articulated Objects from Image Points: 533
• Image Retrieval and Data Mining: 544
• Image Retrieval by Content Using Segmentation Approach: 551
• A Wavelet Based Image Retrieval: 557
• Use of Contourlets for Image Retrieval: 563
• Finding Locally and Periodically Frequent Sets and Periodic Association: 576
• DensityBased View Materialization: 589
• Bioinformatics Application: 605
• Genetic Algorithm for Double Digest Problem: 623
• A Lookahead Approach: 636
• DNA Gene Expression Classification with Ensemble Classifiers: 649
• An Automatic Approach to Classify Web Documents Using a Domain: 666
• Incorporating Distance Domination in Multiobjective Evolutionary: 684
• Simultaneous Multiobjective Multiple Route Selection Using Genetic: 696
• Rough Sets CaseBased Reasoning and Knowledge: 702
• Divisible Rough Sets Based on Selforganizing Maps: 708
• Parallel Island Model for Attribute Reduction Mohammad M Rahman Dominik Slezak Jakub Wróblewski: 714
• OnLine Elimination of Nonrelevant Parts of Complex Objects: 720
• Rough Contraction Through Partial Meets: 726
• Finding Interesting Rules Exploiting Rough Memberships: 732
• Probability Measures for Prediction in Multitable Infomation Systems: 738
• Object Extraction in GrayScale Images by Optimizing Roughness: 744
• Approximation Spaces in Machine Learning and Pattern Recognition: 750
• A Rough SetBased Magnetic Resonance Imaging Partial Volume: 756
• Eliciting Domain Knowledge in Handwritten Digit Recognition: 762
• Collaborative Rough Clustering: 768
• Learning of General Cases: 774
• Rough Set Feature Selection Methods for CaseBased Categorization: 792
• Author Index: 805

About the author

SANKAR K. PAL, PhD, is a Distinguished Scientist and founding head of the Machine Intelligence Unit at the Indian Statistical Institute, Calcutta. Professor Pal holds several PhDs and is a Fellow of the IEEE and IAPR.

SIMON C. K. SHIU, PhD, is Assistant Professor in the Department of Computing at Hong Kong Polytechnic University.

Bibliographic information

• Title: Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005 : Proceedings; Volume 3776 of Lecture Notes in Computer Science
• Authors: Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas
• Editors: Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas
• Contributors: Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas
• Edition: illustrated
• Publisher: Springer Science & Business, 2005
• ISBN: 3540305068, 9783540305064
• Length: 808 pages
• Subjects: Artificial intelligence; Computer Communication Networks; Computer science; Computers / Computer Science; Computers / Computer Vision & Pattern Recognition; Computers / Database Management / General; Computers / Hardware / Network Hardware; Computers / Information Technology; Computers / Intelligence (AI) & Semantics; Computers / Machine Theory; Computers / Networking / General; Database management; Electronic books; Image processing; Information systems; Optical pattern recognition; Pattern perception; Pattern recognition systems; Psychology / Cognitive Psychology; Science / Life Sciences / Biology