Pattern recognition and machine intelligence : 4th international conference, PReMI 2011, Moscow, Russia, June 27 - July 1, 2011 : proceedings

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. Front Matter....Pages - Enriching Education through Data Mining....Pages 1-2 How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy....Pages 3-12 On Merging the Fields of Neural Networks and Adaptive Data Structures to Yield New Pattern Recognition Methodologies....Pages 13-16 Quality of Algorithms for Sequence Comparison....Pages 17-20 Problems of Machine Learning....Pages 21-23 Bayesian Approach to the Pattern Recognition Problem in Nonstationary Environment....Pages 24-29 The Classification of Noisy Sequences Generated by Similar HMMs....Pages 30-35 NDoT : Nearest Neighbor Distance Based Outlier Detection Technique....Pages 36-42 Some Remarks on the Relation between Annotated Ordered Sets and Pattern Structures....Pages 43-48 Solving the Structure-Property Problem Using k-NN Classification....Pages 49-53 Stable Feature Extraction with the Help of Stochastic Information Measure....Pages 54-59 Wavelet-Based Clustering of Social-Network Users Using Temporal and Activity Profiles....Pages 60-65 Tight Combinatorial Generalization Bounds for Threshold Conjunction Rules....Pages 66-73 An Improvement of Dissimilarity-Based Classifications Using SIFT Algorithm....Pages 74-79 Introduction, Elimination Rules for ¬ and ⊃: A Study from Graded Context....Pages 80-85 Discrete Circular Mapping for Computation of Zernike Moments....Pages 86-91 Unsupervised Image Segmentation with Adaptive Archive-Based Evolutionary Multiobjective Clustering....Pages 92-97 Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images....Pages 98-103 Image Retargeting through Constrained Growth of Important Rectangular Partitions....Pages 104-109 SATCLUS: An Effective Clustering Technique for Remotely Sensed Images....Pages 110-115 Blur Estimation for Barcode Recognition in Out-of-Focus Images....Pages 116-121 Entropy-Based Automatic Segmentation of Bones in Digital X-ray Images....Pages 122-129 Principle and Method of Image Recognition under Diffusive Distortions of Image....Pages 130-135 Regression Models for Texture Image Analysis....Pages 136-141 Shape Descriptor Based on the Volume of Transformed Image Boundary....Pages 142-147 Color Image Segmentation Using a Semi-wrapped Gaussian Mixture Model....Pages 148-153 Perception-Based Design for Tele-presence....Pages 154-159 Automatic Adductors Angle Measurement for Neurological Assessment of Post-neonatal Infants during Follow Up....Pages 160-166 Interactive Image Retrieval with Wavelet Features....Pages 167-172 Moving Objects Detection from Video Sequences Using Fuzzy Edge Incorporated Markov Random Field Modeling and Local Histogram Matching....Pages 173-179 Combined Topological and Directional Relations Based Motion Event Predictions....Pages 180-185 Recognizing Hand Gestures of a Dancer....Pages 186-192 Spatiotemporal Approach for Tracking Using Rough Entropy and Frame Subtraction....Pages 193-199 OSiMa: Human Pose Estimation from a Single Image....Pages 200-205 Scene Categorization Using Topic Model Based Hierarchical Conditional Random Fields....Pages 206-212 Uncalibrated Camera Based Interactive 3DTV....Pages 213-219 Author Identification in Bengali Literary Works....Pages 220-226 Finding Potential Seeds through Rank Aggregation of Web Searches....Pages 227-234 Combining Evidence for Automatic Extraction of Terms....Pages 235-241 A New Centrality Measure for Influence Maximization in Social Networks....Pages 242-247 Method of Cognitive Semantic Analysis of Russian Sentence....Pages 248-253 Data Representation in Machine Learning-Based Sentiment Analysis of Customer Reviews....Pages 254-260 Automatic Retrieval of Parallel Collocations....Pages 261-267 Displacement Based Unsupervised Metric for Evaluating Rank Aggregation....Pages 268-273 Sentence Ranking for Document Indexing....Pages 274-279 Optimal Parameter Selection for Image Watermarking Using MOGA ....Pages 280-285 Hybrid Contourlet-DCT Based Robust Image Watermarking Technique Applied to Medical Data Management....Pages 286-292 Accurate Localizations of Reference Points in a Fingerprint Image....Pages 293-298 Adaptive Pixel Swapping Based Steganography Reducing Embedding Noise....Pages 299-304 Classification and Quantification of Occlusion Using Hidden Markov Model....Pages 305-310 IC-Topological Spaces and Applications in Soft Computing....Pages 311-317 Neuro-Genetic Approach for Detecting Changes in Multitemporal Remotely Sensed Images....Pages 318-323 Synthesis and Characterization of Gold Nanoparticles – A Fuzzy Mathematical Approach....Pages 324-332 A Rough Set Based Decision Tree Algorithm and Its Application in Intrusion Detection....Pages 333-338 Information Systems and Rough Set Approximations: An Algebraic Approach....Pages 339-344 Approximation of a Coal Mass by an Ultrasonic Sensor Using Regression Rules....Pages 345-350 Forecasting the U.S. Stock Market via Levenberg-Marquardt and Haken Artificial Neural Networks Using ICA&PCA Pre-processing Techniques....Pages 351-357 Empirical Study of Matrix Factorization Methods for Collaborative Filtering....Pages 358-363 Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection....Pages 364-369 Simultaneous Clustering: A Survey....Pages 370-375 Analysis of Centrality Measures of Airport Network of India....Pages 376-381 Clusters of Multivariate Stationary Time Series by Differential Evolution and Autoregressive Distance....Pages 382-387 Neuro-fuzzy Methodology for Selecting Genes Mediating Lung Cancer....Pages 388-393 A Methodology for Handling a New Kind of Outliers Present in Gene Expression Patterns....Pages 394-399 Developmental Trend Derived from Modules of Wnt Signaling Pathways....Pages 400-405 Evaluation of Semantic Term and Gene Similarity Measures....Pages 406-411 Finding Bicliques in Digraphs: Application into Viral-Host Protein Interactome....Pages 412-417 Advantages of the Extended Water Flow Algorithm for Handwritten Text Segmentation....Pages 418-423 Construction of Model of Structured Documents Based on Machine Learning....Pages 424-431 Segmental K-Means Learning with Mixture Distribution for HMM Based Handwriting Recognition....Pages 432-439 Feature Set Selection for On-Line Signatures Using Selection of Regression Variables....Pages 440-445 Headline Based Text Extraction from Outdoor Images....Pages 446-451 Incremental Methods in Collaborative Filtering for Ordinal Data....Pages 452-457 A Scheme for Attentional Video Compression....Pages 458-465 Using Conceptual Graphs for Text Mining in Technical Support Services....Pages 466-471 Erratum: Evaluation of Semantic Term and Gene Similarity Measures....Pages E1-E1 Back Matter....Pages - This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013, held in Kolkata, India in December 2013. The 101 revised papers presented together with 9 invited talks were carefully reviewed and selected from numerous submissions. document image processing;