Pattern Recognition and Machine Intelligence: Third International Conference, PReMI 2009 New Delhi, India, December 16-20, 2009 Proceedings (Google eBook)

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Santanu Chaudhury, Sushmita Mitra, C.A. Murthy, P.S. Sastry, Sankar Kumar Pal
Springer Science & Business Media, Dec 2, 2009 - Computers - 631 pages
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This volume contains the proceedings of the third international conference on Pattern Recognition and Machine Intelligence (PReMI 2009) which was held at the Indian Institute of Technology, New Delhi, India, during December 1620, 2009. This was the third conference in the series. The first two conferences were held in December at the Indian Statistical Institute, Kolkata in 2005 and 2007. PReMI has become a premier conference in India presenting state-of-art research findings in the areas of machine intelligence and pattern recognition. The conference is also successful in encouraging academic and industrial interaction, and in prom- ing collaborative research and developmental activities in pattern recognition, - chine intelligence and other allied fields, involving scientists, engineers, professionals, researchers and students from India and abroad. The conference is scheduled to be held every alternate year making it an ideal platform for sharing views and expe- ences in these fields in a regular manner. The focus of PReMI 2009 was soft-computing, machine learning, pattern recognition and their applications to diverse fields. As part of PReMI 2009 we had two special workshops. One workshop focused on text mining. The other workshop show-cased industrial and developmental projects in the relevant areas. Premi 2009 attracted 221 submissions from different countries across the world.
  

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Contents

New Approaches to Design and Control of Time Limited Search Algorithms
1
Feature Selection Using Non Linear Feature Relation Index
7
Classification of Multivariate Varying Length Time Series Using Descriptive Statistical Features
13
TwoDimensional Locality Preserving Indexing
19
A Geometric Algorithm for Learning Oblique Decision Trees
25
Kernel Optimization Using a Generalized Eigenvalue Approach
32
Zero Norm Least Squares Proximal SVR
38
Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers
44
Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform
327
Improvised Filter Design for Depth Estimation from Single Monocular Images
333
Color Image Segmentation Based on Vectorial Multiscale Diffusion with Interscale Linking
339
Effective and Efficient Tracking and EgoMotion Recovery for Mobile Cameras
345
Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components
351
Human Action Recognition Based on Spatiotemporal Features
357
A Novel Hybrid Pansharpening Method Using Contourlet Transform
363
Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis
369

Metric in Feature Space
50
A Prototype Based Approach
56
Constructive SemiSupervised Classification Algorithm and Its Implement in Data Mining
62
Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter
68
Multiobjective Evolutionary Feature Selection
74
A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification
80
Clustering in Concept Association Networks
86
Interactive RoughGranular Computing in Pattern Recognition
92
Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions
98
Case Indexing Using PSO and ANN in Real Time Strategy Games
106
Construction of Fuzzy Relation by Closure Systems
116
Incorporating Fuzziness to CLARANS
122
Segmentation Approach Using Fuzzy CMeans and Recurrent Neural Network
128
Weak Fuzzy Equivalence and Equality Relations
134
Estimation of TailorWelded Blank Parameters for Acceptable Tensile Behaviour Using ANN
140
Identification of NGlycosylation Sites with Sequence and Structural Features Employing Random Forests
146
Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers
152
Data Mining by Navigation An Experience with Systems Biology
158
A Least Squares FittingBased Modeling of Gene Regulatory Subnetworks
165
Automated Identification of Protein Structural Features
171
Using Supervised Learning and Comparing General and ANTIHIV Drug Databases Using Chemoinformatics
177
Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting
184
A Constraint Based Method for Optimization in Metabolic Pathways
193
Extracting Gene Interaction Subnetworks
199
Learning Age and Gender of Blogger from Stylistic Variation
205
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier
213
Feature and Opinion Mining for Customer Review Summarization
219
A Semisupervised Approach for Maximum Entropy Based Hindi Named Entity Recognition
225
A News Analysis and Tracking System
231
Anomaly Detection from Call Data Records
237
Mining CalendarBased Periodicities of Patterns in Temporal Data
243
A Relation Mining and Visualization Framework for Automated Text Summarization
249
Mining Local Association Rules from Temporal Data Set
255
Multilabel Text Classification Approach for Sentence Level News Emotion Analysis
261
Semantic Relation between Words with the Web as Information Source
267
Automatic Keyphrase Extraction from Medical Documents
273
An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models
279
Evaluation of Segmentation Techniques Using Region Size and Boundary Information
285
Unsupervised Color Image Segmentation Using Compound Markov Random Field Model
291
A New Statistical Restoration Method for Spatial Domain Images
297
Prediction of Cloud for Weather NowCasting Application Using Topology Adaptive Active Membrane
303
Image Enhancement Using Multiobjective Genetic Algorithms
309
A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain
315
A Novel Multimodality Image Fusion Method Using Region Consistency Rule
321
ModelGuided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field
375
Recognition of Numeric Postal Codes from Multiscript Postal Address Blocks
381
Foreground Text Extraction in Color Document Images for Enhanced Readability
387
A Novel Approach to Skeletonization for Multifont OCR Applications
393
A Novel Approach for Detection of Alteration in Ball Pen Writings
400
Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms
406
Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting
414
A New Measure of Steganography Capacity
420
Images
426
Evaluation of Feature Selection Measures for Steganalysis
432
Mutual Neighborhood Based Discriminant Projection for Face Recognition
440
Biometric Gait Recognition with Carrying and Clothing Variants
446
Context Switching Algorithm for Selective Multibiometric Fusion
452
Biometric Based Unique Key Generation for Authentic Audio Watermarking
458
Annular Iris Recognition Using SURF
464
Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks
470
A Novel Approach Suitable for Fake Iris Detection
476
Key Independent Retrieval of Chaotic Encrypted Images
483
A Bayesian Approach to Hybrid Image Retrieval
489
Hierarchical System for Content Based Categorization and Orientation of Consumer Images
495
Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology
501
Using Concept Recognition to Annotate a Video Collection
507
Variational Bayes Adapted GMM Based Models for Audio Clip Classification
513
CrossLingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition
519
Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins
525
Unit Selection Using Linguistic Prosodic and Spectral Distance for Developing TexttoSpeech System in Hindi
531
Exploring Speech Features for Classifying Emotions along Valence Dimension
537
A Novel Time Decaying Approach to Obstacle Avoidance
543
Chaotic Synchronization and Secure Communication Using Contraction Theory
549
Fault Diagnosis of an AirConditioning System Using
555
Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection
561
Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network
567
A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks
573
Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning
579
Algorithms to Automate Estimation of Time Codes for Captioning Digital Media
585
Disclosing Patterns in IT Project Management A Rough Set Perspective
591
Series Prediction
597
MeanEntropySkewness Fuzzy Portfolio Selection by Credibility Theory Approach
603
Late Blight Forecast Using Mobile Phone Based Agro Advisory System
609
Theory
615
Experiments
621
Author Index
628
Copyright

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About the author (2009)

SUSHMITA MITRA, PHD, is a Professor at Machine Intelligence Unit, Indian Statistical Institute, in Calcutta. She is a coauthor of "Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing," also published by Wiley.

TINKU ACHARYA, PHD, Senior Executive vice president and Chief Science Officer of Avisere Inc., Tucson, Arizona, is involved in multimedia data mining applications. He is also an adjunct professor in the Department of Electrical Engineering at Arizona State University. He was recognized as the Most Prolific Inventor of Intel Corporation Worldwide in 1999.

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.