Pattern Recognition and Machine Intelligence: 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings

Front Matter....Pages I-XXVII
Front Matter....Pages 1-1
Recent Advances in Recommender Systems and Future Directions....Pages 3-9
Front Matter....Pages 11-11
On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and “Do Not Care” Conditions....Pages 13-22
Simplifying Contextual Structures....Pages 23-32
Towards a Robust Scale Invariant Feature Correspondence....Pages 33-43
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5....Pages 44-53
Hierarchical Agglomerative Method for Improving NPS....Pages 54-64
A New Linear Discriminant Analysis Method to Address the Over-Reducing Problem....Pages 65-72
Front Matter....Pages 73-73
Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps....Pages 75-84
Fixed Point Learning Based 3D Conversion of 2D Videos....Pages 85-94
Fast and Accurate Foreground Background Separation for Video Surveillance....Pages 95-104
Enumeration of Shortest Isothetic Paths Inside a Digital Object....Pages 105-115
Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization....Pages 116-125
A Novel Approach for Image Super Resolution Using Kernel Methods....Pages 126-135
Generation of Random Triangular Digital Curves Using Combinatorial Techniques....Pages 136-145
Front Matter....Pages 147-147
Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval....Pages 149-158
Face Profile View Retrieval Using Time of Flight Camera Image Analysis....Pages 159-168
Context-Based Semantic Tagging of Multimedia Data....Pages 169-179
Front Matter....Pages 181-181
Real-Time Distributed Multi-object Tracking in a PTZ Camera Network....Pages 183-192
Improved Simulation of Holography Based on Stereoscopy and Face Tracking....Pages 193-201
Head Pose Tracking from RGBD Sensor Based on Direct Motion Estimation....Pages 202-212
Front Matter....Pages 213-213
A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine....Pages 215-224
Modified Orthogonal Neighborhood Preserving Projection for Face Recognition....Pages 225-235
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition....Pages 236-245
Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion....Pages 246-254
Front Matter....Pages 255-255
Binarizing Change for Fast Trend Similarity Based Clustering of Time Series Data....Pages 257-267
Big Data Processing by Volunteer Computing Supported by Intelligent Agents....Pages 268-278
Two Stage SVM and kNN Text Documents Classifier....Pages 279-289
Task Allocation and Scalability Evaluation for Real-Time Multimedia Processing in a Cluster Environment....Pages 290-300
Front Matter....Pages 301-301
Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach....Pages 303-313
Fuzzy Rough Sets Theory Reducts for Quantitative Decisions – Approach for Spatial Data Generalization....Pages 314-324
Fuzzy Rough Sets Theory Applied to Parameters of Eye Movements Can Help to Predict Effects of Different Treatments in Parkinson’s Patients....Pages 325-334
Determining OWA Operator Weights by Maximum Deviation Minimization....Pages 335-344
Fuzzy Set Interpretation of Comparator Networks....Pages 345-353
Inverted Fuzzy Implications in Backward Reasoning....Pages 354-364
Front Matter....Pages 365-365
Generating Core Based on Discernibility Measure and MapReduce....Pages 367-376
Music Genre Recognition in the Rough Set-Based Environment....Pages 377-386
Scalability of Data Decomposition Based Algorithms: Attribute Reduction Problem....Pages 387-396
Application of Fuzzy Rough Sets to Financial Time Series Forecasting....Pages 397-406
A New Post-processing Method to Detect Brain Tumor Using Rough-Fuzzy Clustering....Pages 407-417
Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head....Pages 418-427
Front Matter....Pages 365-365
Global Optimization of Exact Association Rules Relative to Coverage....Pages 428-437
Front Matter....Pages 439-439
PDP-RF: Protein Domain Boundary Prediction Using Random Forest Classifier....Pages 441-450
A New Similarity Measure for Identification of Disease Genes....Pages 451-461
MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins....Pages 462-471
Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures....Pages 472-481
Supervised Cluster Analysis of miRNA Expression Data Using Rough Hypercuboid Partition Matrix....Pages 482-494
Analysis of AmpliSeq RNA-Sequencing Enrichment Panels....Pages 495-500
Consensus-Based Prediction of RNA and DNA Binding Residues from Protein Sequences....Pages 501-511
Front Matter....Pages 513-513
Fusion of Static and Dynamic Parameters at Decision Level in Human Gait Recognition....Pages 515-524
Web Search Results Clustering Using Frequent Termset Mining....Pages 525-534
Effective Imbalanced Classification of Breast Thermogram Features....Pages 535-544
Rician Noise Removal Approach for Brain MR Images Using Kernel Principal Component Analysis....Pages 545-553
Climate Network Based Index Discovery for Prediction of Indian Monsoon....Pages 554-564
Using Patterns in Computer Go....Pages 565-574
Event Detection from Business News....Pages 575-585
Back Matter....Pages 587-588