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Pattern Recognition and Machine Intelligence

6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Marzena Kryszkiewicz

    1. Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

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  2. Sanghamitra Bandyopadhyay

    1. Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India

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  3. Henryk Rybinski

    1. Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

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  4. Sankar K. Pal

    1. Indian Statistical Institute, Kolkata, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9124)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: PReMI 2015.

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Table of contents (55 papers)

  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
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  1. Pattern Recognition and Machine Intelligence

Keywords

About this book

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.

Editors and Affiliations

  • 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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