Pattern Recognition and Machine Intelligence : 4th International Conference, PReMI 2011, Moscow, Russia, June 27 - July 1, 2011, Proceedings

by Kuznetsov, Sergei O.; Mandal, Deba P.; Kundu, Malay K.; Pal, Sankar K.

• ISBN13: 9783642217852
• ISBN10: 3642217850
• Edition: 1st
• Format: Paperback
• Copyright: 2011-08-02
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 4th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2011, held in Moscow, Russia in June/July 2011. The 65 revised papers presented together with 5 invited talks were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on pattern recognition and machine learning; image analysis; image and video information retrieval; natural language processing and text and data mining; watermarking, steganography and biometrics; soft computing and applications; clustering and network analysis; bio and chemo analysis; and document image processing.

Table of Contents

Invited Talks
Enriching Education through Data Mining	p. 1
How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy	p. 3
On Merging the Fields of Neural Networks and Adaptive Data Structures to Yield New Pattern Recognition Methodologies	p. 13
Quality of Algorithms for Sequence Comparison	p. 17
Problems of Machine Learning	p. 21
Pattern Recognition and Machine Learning
Bayesian Approach to the Pattern Recognition Problem in Nonstationary Environment	p. 24
The Classification of Noisy Sequences Generated by Similar HMMs	p. 30
N DoT: Nearest Neighbor Distance Based Outlier Detection Technique	p. 36
Some Remarks on the Relation between Annotated Ordered Sets and Pattern Structures	p. 43
Solving the Structure-Property Problem Using k-NN Classification	p. 49
Stable Feature Extraction with the Help of Stochastic Information Measure	p. 54
Wavelet-Based Clustering of Social-Network Users Using Temporal and Activity Profiles	p. 60
Tight Combinatorial Generalization Bounds for Threshold Conjunction Rules	p. 66
An Improvement of Dissimilarity-Based Classifications Using SIFT Algorithm	p. 74
Introduction, Elimination Rules for ¬ and ⊃: A Study from Graded Content	p. 80
Image Analysis
Discrete Circular Mapping for Computation of Zernike Moments	p. 86
Unsupervised Image Segmentation with Adaptive Archive-Based Evolutionary Multiobjective Clustering	p. 92
Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images	p. 98
Image Retargeting through Constrained Growth of Important Rectangular Partitions	p. 104
SATCLUS: An Effective Clustering Technique for Remotely Sensed Images	p. 110
Blur Estimation for Barcode Recognition in Out-of-Focus Images	p. 116
Entropy-Based Automatic Segmentation of Bones in Digital X-ray Images	p. 122
Principle and Method of Image Recognition under Diffusive Distortions of Image	p. 130
Regression Models for Texture Image Analysis	p. 136
Shape Descriptor Based on the Volume of Transformed Image Boundary	p. 142
Color Image Segmentation Using a Semi-wrapped Gaussian Mixture Model	p. 148
Perception-Based Design for Tele-presence	p. 154
Automatic Adductors Angle Measurement for Neurological Assessment of Post-neonatal Infants during Follow Up	p. 160
Image and Video Information Retrieval
Interactive Image Retrieval with Wavelet Features	p. 167
Moving Objects Detection from Video Sequences Using Fuzzy Edge Incorporated Markov Random Field Modeling and Local Histogram Matching	p. 173
Combined Topological and Directional Relations Based Motion Event Predictions	p. 180
Recognizing Hand Gestures of a Dancer	p. 186
Spatiotemporal Approach for Tracking Using Rough Entropy and Frame Subtraction	p. 193
OSiMa : Human Pose Estimation from a Single Image	p. 200
Scene Categorization Using Topic Model Based Hierarchical Conditional Random Fields	p. 206
Uncalibrated Camera Based Interactive 3DTV	p. 213
Natural Language Processing and Text and Data Mining
Auther Identification in Bengali Literary Works	p. 220
Finding Potential Seeds through Rank Aggregation of Web Searches	p. 227
Combining Evidence for Automatic Extraction of Terms	p. 235
A New Centrality Measure for Influence Maximization in Social Networks	p. 242
Method of Cognitive Semantic Analysis of Russian Sentence	p. 248
Data Representation in Machine Learning-Based Sentiment Analysis of Customer Reviews	p. 254
Automatic Retrieval of Parallel Collocations	p. 261
Displacement Based Unsupervised Metric for Evaluating Rank Aggregation	p. 268
Sentence Ranking for Document Indexing	p. 274
Watermarking, Steganography and Biometrics
Optima Parameter Selection for Image Watermarking Using MOGA	p. 280
Hybrid Contourlet-DCT Based Robust Image Watermarking Technique Applied to Medical Data Management	p. 286
Accurate Localizations of Reference Points in a Fingerprint Image	p. 293
Adaptive Pixel Swapping Based Steganography Reducing Embedding Noise	p. 299
Classification and Quantification of Occlusion Using Hidden Markov Model	p. 305
Soft Computing and Applications
IC-Topological Spaces and Applications in Soft Computing	p. 311
Neuro-Genetic Approach for Detecting Changes in Multitemporal Remotely Sensed Images	p. 318
Synthesis and Characterization of Gold Nanoparticles - A Fuzzy Mathematical Approach	p. 324
A Rough Set Based Decision Tree Algorithm and Its Application in Intrusion Detection	p. 333
Information Systems and Rough Set Approximations: An Algebraic Approach	p. 339
Clustering and Network Analysis
Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules	p. 345
Forecasting the U.S. Stock Market via Levenberg-Marquardt and Haken Artificial Neural Networks Using ICA and PCA Pre-processing Techniques	p. 351
Empirical Study of Matrix Factorization Methods for Collaborative Filtering	p. 358
Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection	p. 364
Simultaneous Clustering: A Survey	p. 370
Analysis of Centrality Measures of Airport Network of India	p. 376
Clusters of Multivariate Stationary Time Series by Differential Evolution and Autoregressive Distance	p. 382
Bio and Chemo Informatics
Neuro-Fuzzy Methodology for Selecting Genes Mediating Lung Cancer	p. 388
A Methodology for Handling a New Kind of Outliers Present in Gene Expression Patterns	p. 394
Developmental Trend Derived from Modules of Wnt Signaling Pathways	p. 400
Evaluation of Semantic Term and Gene Similarity Measures	p. 406
Finding Bicliques in Digraphs: Application into Viral-Host Protein Interactome	p. 412
Document Image Processing
Advantages of the Extended Water Flow Algorithm for Handwritten Text Segmentation	p. 418
Construction of Model of Structured Documents Based on Machine Learning	p. 424
Segmental K-Means Learning with Mixture Distribution for HMM Based Handwriting Recognition	p. 432
Feature Set Selection for On-line Signatures Using Selection of Regression Variables	p. 440
Headline Based Text Extraction from Outdoor Images	p. 446
Incremental Methods in Collaborative Filtering for Ordinal Data	p. 452
A Scheme for Attentional Video Compression	p. 458
Using Conceptual Graphs for Text Mining in Technical Support Services	p. 466
Author Index	p. 473
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