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

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 -