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

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This book constitutes the proceedings of the 6th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015.

The total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. They were organized in topical sections named: foundations of machine learning; image processing; image retrieval; image tracking; pattern recognition; data mining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence.
Invided Paper
Recent Advances in Recommender Systems and Future Directions
3(10)
Xia Ning
George Karypis
Foundations of Machine Learning
On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and "Do Not Care" Conditions
13(10)
Patrick G. Clark
Jerzy W. Grzymala-Busse
Simplifying Contextual Structures
23(10)
Ivo Duntsch
Gunther Gediga
Towards a Robust Scale Invariant Feature Correspondence
33(11)
Shady Y. El-Mashad
Amin Shoukry
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5
44(10)
Jerzy W. Grzymala-Busse
Teresa Mroczek
Hierarchical Agglomerative Method for Improving NPS
54(11)
Jieyan Kuang
Zbigniew W. Ras
Albert Daniel
A New Linear Discriminant Analysis Method to Address the Over-Reducing Problem
65(10)
Huan Wan
Gongde Guo
Hui Wang
Xin Wei
Image Processing
Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps
75(10)
Izabella Antoniuk
Przemyslaw Rokita
Fixed Point Learning Based 3D Conversion of 2D Videos
85(10)
Nidhi Chahal
Santanu Chaudhury
Fast and Accurate Foreground Background Separation for Video Surveillance
95(10)
Prashant Domadiya
Pratik Shah
Suman K. Mitra
Enumeration of Shortest Isothetic Paths Inside a Digital Object
105(11)
Mousumi Dutt
Arindam Biswas
Bhargab B. Bhattacharya
Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization
116(10)
Veepin Kumar
Jayanta Mukhopadhyay
Shyamal Kumar Das Mandal
A Novel Approach for Image Super Resolution Using Kernel Methods
126(10)
Adhish Prasoon
Himanshu Chaubey
Abhinav Gupta
Rohit Garg
Santanu Chaudhury
Generation of Random Triangular Digital Curves Using Combinatorial Techniques
136(13)
Apurba Sarkar
Arindam Biswas
Mousumi Dutt
Arnab Bhattacharya
Image Retrieval
Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval
149(10)
Minakshi Banerjee
Seikh Mazharul Islam
Face Profile View Retrieval Using Time of Flight Camera Image Analysis
159(10)
Piotr Bratoszewski
Andrzej Czyzewski
Context-Based Semantic Tagging of Multimedia Data
169(14)
Nisha Pahal
Santanu Chaudhury
Brejesh Lall
Image Tracking
Real-Time Distributed Multi-object Tracking in a PTZ Camera Network
183(10)
Ayesha Choudhary
Shubham Sharma
Indu Sreedevi
Santanu Chaudhury
Improved Simulation of Holography Based on Stereoscopy and Face Tracking
193(9)
Lukasz Dabala
Przemyslaw Rokita
Head Pose Tracking from RGBD Sensor Based on Direct Motion Estimation
202(13)
Adam Strupczewski
Blazej Czuprynski
Wladyslaw Skarbek
Marek Kowalski
Jacek Naruniec
Pattern Recognition
A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine
215(10)
Vandna Bhalla
Santanu Chaudhury
Arihant Jain
Modified Orthogonal Neighborhood Preserving Projection for Face Recognition
225(11)
Purvi Koringa
Gitam Shikkenawis
Suman K. Mitra
S.K. Parulkar
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition
236(10)
Audrey V. Savchenko
Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion
246(11)
Alaa Tharwat
Abdelhameed Ibrahim
Aboul Ella Hassanien
Gerald Schaefer
Data Mining Techniques for Large Scale Data
Binarizing Change for Fast Trend Similarity Based Clustering of Time Series Data
257(11)
Ibrahim K.A. Abughali
Sonajharia Minz
Big Data Processing by Volunteer Computing Supported by Intelligent Agents
268(11)
Jerzy Balicki
Waldemar Korlub
Jacek Paluszak
Two Stage SVM and kNN Text Documents Classifier
279(11)
Marcin Kepa
Julian Szymanski
Task Allocation and Scalability Evaluation for Real-Time Multimedia Processing in a Cluster Environment
290(13)
Jerzy Proficz
Henryk Krawczyk
Fuzzy Computing
Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach
303(11)
Soma Dutta
Piotr Wasilewski
Fuzzy Rough Sets Theory Reducts for Quantitative Decisions -- Approach for Spatial Data Generalization
314(11)
Anna Fiedukowicz
Fuzzy Rough Sets Theory Applied to Parameters of Eye Movements Can Help to Predict Effects of Different Treatments in Parkinson's Patients
325(10)
Anna Kubis
Artur Szymanski
Andrzej W. Przybyszewski
Determining OWA Operator Weights by Maximum Deviation Minimization
335(10)
Wlodzimierz Ogryczak
Jaroslaw Hurkala
Fuzzy Set Interpretation of Comparator Networks
345(9)
Lukasz Sosnowski
Dominik Slczak
Inverted Fuzzy Implications in Backward Reasoning
354(13)
Zbigniew Suraj
Agnieszka Lasek
Rough Sets
Generating Core Based on Discernibility Measure and MapReduce
367(10)
Michal Czolombitko
Jaroslaw Stepaniuk
Music Genre Recognition in the Rough Set-Based Environment
377(10)
Piotr Hoffmann
Bozena Kostek
Scalability of Data Decomposition Based Algorithms: Attribute Reduction Problem
387(10)
Piotr Honko
Application of Fuzzy Rough Sets to Financial Time Series Forecasting
397(10)
Mariusz Podsiadlo
Henryk Rybinski
A New Post-processing Method to Detect Brain Tumor Using Rough-Fuzzy Clustering
407(11)
Shaswati Roy
Pradipta Maji
Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head
418(10)
Piotr Szczuko
Bozena Kostek
Jozef Kotus
Andrzej Czyzewski
Global Optimization of Exact Association Rules Relative to Coverage
428(13)
Beata Zielosko
Bioinformatics
PDP-RF: Protein Domain Boundary Prediction Using Random Forest Classifier
441(10)
Piyali Chatterjee
Subhadip Basu
Julian Zubek
Mahantapas Kundu
Mita Nasipuri
Dariusz Plewczynski
A New Similarity Measure for Identification of Disease Genes
451(11)
Pradipta Maji
Ekta Shah
Sushmita Paul
MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins
462(10)
Giovanni Mazzocco
Shib Sankar Bhowmick
Indrajit Saha
Ujjwal Maulik
Debotosh Bhattacharjee
Dariusz Plewczynski
Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures
472(10)
Dariusz Mrozek
Bozena Malysiak-Mrozek
Bartek Socha
Stanislaw Kozielski
Supervised Cluster Analysis of miRNA Expression Data Using Rough Hypercuboid Partition Matrix
482(13)
Sushmita Paul
Julio Vera
Analysis of AmpliSeq RNA-Sequencing Enrichment Panels
495(6)
Marek S. Wiewiorka
Alicja Szabelska
Michal J. Okoniewski
Consensus-Based Prediction of RNA and DNA Binding Residues from Protein Sequences
501(14)
Jing Yan
Lukasz Kurgan
Applications of Artificial Intelligence
Fusion of Static and Dynamic Parameters at Decision Level in Human Gait Recognition
515(10)
Marcin Derlatka
Mariusz Bogdan
Web Search Results Clustering Using Frequent Termset Mining
525(10)
Marek Kozlowski
Effective Imbalanced Classification of Breast Thermogram Features
535(10)
Bartosz Krawczyk
Gerald Schaefer
Rician Noise Removal Approach for Brain MR Images Using Kernel Principal Component Analysis
545(9)
Ashish Phophalia
Suman K. Mitra
Climate Network Based Index Discovery for Prediction of Indian Monsoon
554(11)
Moumita Saha
Pabitra Mitra
Using Patterns in Computer Go
565(10)
Leszek Stanislaw Sliwa
Event Detection from Business News
575(12)
Ishan Verma
Lipika Dey
Ramakrishnan S. Srinivasan
Lokendra Singh
Author Index 587