Pattern Recognition and Machine Intelligence

1. Front Matter

   Pages I-XXVII

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2. Invited Paper

   1. Front Matter

      Pages 1-1

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   2. Recent Advances in Recommender Systems and Future Directions

      • Xia Ning, George Karypis

      Pages 3-9

3. Foundations of Machine Learning

   1. Front Matter

      Pages 11-11

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   2. On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and “Do Not Care” Conditions

      • Patrick G. Clark, Jerzy W. Grzymala-Busse

      Pages 13-22

   3. Simplifying Contextual Structures

      • Ivo Düntsch, Günther Gediga

      Pages 23-32

   4. Towards a Robust Scale Invariant Feature Correspondence

      • Shady Y. El-Mashad, Amin Shoukry

      Pages 33-43

   5. A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5

      • Jerzy W. Grzymala-Busse, Teresa Mroczek

      Pages 44-53

   6. Hierarchical Agglomerative Method for Improving NPS

      • Jieyan Kuang, Zbigniew W. Raś, Albert Daniel

      Pages 54-64

   7. A New Linear Discriminant Analysis Method to Address the Over-Reducing Problem

      • Huan Wan, Gongde Guo, Hui Wang, Xin Wei

      Pages 65-72

4. Image Processing

   1. Front Matter

      Pages 73-73

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   2. Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps

      • Izabella Antoniuk, Przemysław Rokita

      Pages 75-84

   3. Fixed Point Learning Based 3D Conversion of 2D Videos

      • Nidhi Chahal, Santanu Chaudhury

      Pages 85-94

   4. Fast and Accurate Foreground Background Separation for Video Surveillance

      • Prashant Domadiya, Pratik Shah, Suman K. Mitra

      Pages 95-104

   5. Enumeration of Shortest Isothetic Paths Inside a Digital Object

      • Mousumi Dutt, Arindam Biswas, Bhargab B. Bhattacharya

      Pages 105-115

   6. Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization

      • Veepin Kumar, Jayanta Mukhopadhyay, Shyamal Kumar Das Mandal

      Pages 116-125

   7. A Novel Approach for Image Super Resolution Using Kernel Methods

      • Adhish Prasoon, Himanshu Chaubey, Abhinav Gupta, Rohit Garg, Santanu Chaudhury

      Pages 126-135

   8. Generation of Random Triangular Digital Curves Using Combinatorial Techniques

      • Apurba Sarkar, Arindam Biswas, Mousumi Dutt, Arnab Bhattacharya

      Pages 136-145

5. Image Retrieval

   1. Front Matter

      Pages 147-147

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   2. Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval

      • Minakshi Banerjee, Seikh Mazharul Islam

      Pages 149-158

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.

• 3D imaging
• Artificial intelligence
• Bioinformatics
• Computer vision problems
• Computer vision representations
• Data mining
• Decision support systems
• Image processing
• Information extraction
• Knowledge representation and reasoning
• Linear programming
• Machine learning
• Medical imaging
• Multimedia and multimodal retrieval
• Multimedia information systems
• Object recognition
• Probabilistic approximations
• Recommender systems
• Tracking
• Vagueness and fuzzy logic

• Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

  Marzena Kryszkiewicz, Henryk Rybinski

• Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India

  Sanghamitra Bandyopadhyay

• Indian Statistical Institute, Kolkata, India

  Sankar K. Pal

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