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

Front Matter....Pages -
New Approaches to Design and Control of Time Limited Search Algorithms....Pages 1-6
Feature Selection Using Non Linear Feature Relation Index....Pages 7-12
Classification of Multi-variate Varying Length Time Series Using Descriptive Statistical Features....Pages 13-18
2D-LPI: Two-Dimensional Locality Preserving Indexing....Pages 19-24
A Geometric Algorithm for Learning Oblique Decision Trees....Pages 25-31
Kernel Optimization Using a Generalized Eigenvalue Approach....Pages 32-37
Zero Norm Least Squares Proximal SVR....Pages 38-43
Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers....Pages 44-49
Metric in Feature Space....Pages 50-55
Speeding-Up the K-Means Clustering Method: A Prototype Based Approach....Pages 56-61
Constructive Semi-Supervised Classification Algorithm and Its Implement in Data Mining....Pages 62-67
Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter....Pages 68-73
Multi-objective Evolutionary Feature Selection....Pages 74-79
A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification....Pages 80-85
Clustering in Concept Association Networks....Pages 86-91
Interactive Rough-Granular Computing in Pattern Recognition....Pages 92-97
Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions....Pages 98-105
Case Indexing Using PSO and ANN in Real Time Strategy Games....Pages 106-115
Construction of Fuzzy Relation by Closure Systems....Pages 116-121
Incorporating Fuzziness to CLARANS....Pages 122-127
Development of a Neuro-fuzzy MR Image Segmentation Approach Using Fuzzy C-Means and Recurrent Neural Network....Pages 128-133
Weak Fuzzy Equivalence and Equality Relations....Pages 134-139
Estimation of Tailor-Welded Blank Parameters for Acceptable Tensile Behaviour Using ANN....Pages 140-145
Identification of N-Glycosylation Sites with Sequence and Structural Features Employing Random Forests....Pages 146-151
Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers....Pages 152-157
Data Mining by Navigation – An Experience with Systems Biology....Pages 158-164
A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks....Pages 165-170
Automated Identification of Protein Structural Features....Pages 171-176
Using Supervised Learning and Comparing General and ANTI-HIV Drug Databases Using Chemoinformatics....Pages 177-183
Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting....Pages 184-192
A Constraint Based Method for Optimization in Metabolic Pathways....Pages 193-198
Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks....Pages 199-204
Learning Age and Gender of Blogger from Stylistic Variation....Pages 205-212
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier....Pages 213-218
Feature and Opinion Mining for Customer Review Summarization....Pages 219-224
A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition....Pages 225-230
A News Analysis and Tracking System....Pages 231-236
Anomaly Detection from Call Data Records....Pages 237-242
Mining Calendar-Based Periodicities of Patterns in Temporal Data....Pages 243-248
A Relation Mining and Visualization Framework for Automated Text Summarization....Pages 249-254
Mining Local Association Rules from Temporal Data Set....Pages 255-260
Multi-label Text Classification Approach for Sentence Level News Emotion Analysis....Pages 261-266
Semantic Relation between Words with the Web as Information Source....Pages 267-272
Automatic Keyphrase Extraction from Medical Documents....Pages 273-278
An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models....Pages 279-284
Evaluation of Segmentation Techniques Using Region Size and Boundary Information....Pages 285-290
Unsupervised Color Image Segmentation Using Compound Markov Random Field Model....Pages 291-296
A New Statistical Restoration Method for Spatial Domain Images....Pages 297-302
Prediction of Cloud for Weather Now-Casting Application Using Topology Adaptive Active Membrane....Pages 303-308
Image Enhancement Using Multi-objective Genetic Algorithms....Pages 309-314
A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain....Pages 315-320
A Novel Multimodality Image Fusion Method Using Region Consistency Rule....Pages 321-326
Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform....Pages 327-332
Improvised Filter Design for Depth Estimation from Single Monocular Images....Pages 333-338
Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking....Pages 339-344
Effective and Efficient Tracking and Ego-Motion Recovery for Mobile Cameras....Pages 345-350
Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components....Pages 351-356
Human Action Recognition Based on Spatio-temporal Features....Pages 357-362
A Novel Hybrid Pansharpening Method Using Contourlet Transform....Pages 363-368
Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis....Pages 369-374
Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field....Pages 375-380
Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks....Pages 381-386
Foreground Text Extraction in Color Document Images for Enhanced Readability....Pages 387-392
A Novel Approach to Skeletonization for Multi-font OCR Applications....Pages 393-399
A Novel Approach for Detection of Alteration in Ball Pen Writings....Pages 400-405
Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms....Pages 406-413
Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting....Pages 414-419
MRF Based LSB Steganalysis: A New Measure of Steganography Capacity....Pages 420-425
Partial Encryption on SPIHT Compressed Images....Pages 426-431
Evaluation of Feature Selection Measures for Steganalysis....Pages 432-439
Mutual Neighborhood Based Discriminant Projection for Face Recognition....Pages 440-445
Biometric Gait Recognition with Carrying and Clothing Variants....Pages 446-451
Context Switching Algorithm for Selective Multibiometric Fusion....Pages 452-457
Biometric Based Unique Key Generation for Authentic Audio Watermarking....Pages 458-463
Annular Iris Recognition Using SURF....Pages 464-469
Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks....Pages 470-475
Segmentation for Iris Localisation: A Novel Approach Suitable for Fake Iris Detection....Pages 476-482
Key Independent Retrieval of Chaotic Encrypted Images....Pages 483-488
A Bayesian Approach to Hybrid Image Retrieval....Pages 489-494
Hierarchical System for Content Based Categorization and Orientation of Consumer Images....Pages 495-500
Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology....Pages 501-506
Using Concept Recognition to Annotate a Video Collection....Pages 507-512
Variational Bayes Adapted GMM Based Models for Audio Clip Classification....Pages 513-518
Cross-Lingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition....Pages 519-524
Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins....Pages 525-530
Unit Selection Using Linguistic, Prosodic and Spectral Distance for Developing Text-to-Speech System in Hindi....Pages 531-536
Exploring Speech Features for Classifying Emotions along Valence Dimension....Pages 537-542
A Novel Time Decaying Approach to Obstacle Avoidance....Pages 543-548
Chaotic Synchronization and Secure Communication Using Contraction Theory....Pages 549-554
Fault Diagnosis of an Air-Conditioning System Using LS-SVM....Pages 555-560
Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection....Pages 561-566
Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network....Pages 567-572
A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks....Pages 573-578
Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning....Pages 579-584
Algorithms to Automate Estimation of Time Codes for Captioning Digital Media....Pages 585-590
Disclosing Patterns in IT Project Management - A Rough Set Perspective....Pages 591-596
Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction....Pages 597-602
Mean-Entropy-Skewness Fuzzy Portfolio Selection by Credibility Theory Approach....Pages 603-608
Late Blight Forecast Using Mobile Phone Based Agro Advisory System....Pages 609-614
Evolutionary and Iterative Crisp and Rough Clustering I: Theory....Pages 615-620
Evolutionary and Iterative Crisp and Rough Clustering II: Experiments....Pages 621-627
Back Matter....Pages -