Pattern Recognition and Machine Intelligence

1. Front Matter

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2. Invited Papers

   1. Interactive Computations: Toward Risk Management in Interactive Intelligent Systems

      • Andrzej Jankowski, Andrzej Skowron, Roman Swiniarski

      Pages 1-12

   2. Fuzzy Digital Topology and Geometry and Their Applications to Medical Imaging

      • Punam K. Saha

      Pages 13-29

   3. Scalable Knowledge Discovery in Complex Data with Pattern Structures

      • Sergei O. Kuznetsov

      Pages 30-39

   4. A Recurrent Neural Network with Non-gesture Rejection Model for Recognizing Gestures with Smartphone Sensors

      • Myeong-Chun Lee, Sung-Bae Cho

      Pages 40-46

   5. Granular Attribute Selection: A Case Study of Rough Set Approach to MRI Segmentation

      • Sebastian Widz, Dominik Ślęzak

      Pages 47-52

3. Pattern Recognition

   1. Performance Tuning of PCA by CFS-Shapley Ensemble and Its Application to Medical Diagnosis

      • S. Sasikala, S. Appavu Alias Balamurugan, S. Geetha

      Pages 53-59

   2. A Modified K-Modes Clustering Algorithm

      • Partha Sarathi Bishnu, Vandana Bhattacherjee

      Pages 60-66

   3. BiAS: A Theme Metric to Model Mutual Association

      • Ramkishore Bhattacharyya

      Pages 67-73

   4. Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation

      • Suranjana Samanta, Sukhendu Das

      Pages 74-81

   5. Structural Feature Based Classification of Printed Gujarati Characters

      • Mukesh Goswami, Suman Mitra

      Pages 82-87

   6. Mining Anomalous Sub-graphs in Graph Data Using Non-negative Matrix Factorization

      • N. N. R. Ranga Suri, Musti Narasimha Murty, Gopalasamy Athithan

      Pages 88-93

   7. Discriminant Analysis for Identifying Individuals of Electrocardiogram

      • Yogendra Narain Singh

      Pages 94-99

   8. Trust Based Secure and Energy Efficient Clustering in Wireless Sensor Network: A Bee Mating Approach

      • Rashmi Ranjan Sahoo, Abdur Rahaman Sardar, Moutushi Singh, Sudhabindu Ray, Subir Kumar Sarkar

      Pages 100-107

   9. Training by ART-2 and Classification of Ballistic Missiles Using Hidden Markov Model

      • Upendra Kumar Singh, Vineet Padmanabhan

      Pages 108-114

   10. Performance Analysis of Multiclass Common Spatial Patterns in Brain-Computer Interface

       • Soumyadip Chatterjee, Saugat Bhattacharyya, Amit Konar, D. N. Tibarewala, Anwesha Khasnobish, R. Janarthanan

       Pages 115-120

   11. A Fuzzy Hybrid Framework for Offline Signature Verification

       • Geetha Ganapathi, R Nadarajan

       Pages 121-127

   12. A Graph Based Approach to Multiview Clustering

       • Moumita Saha

       Pages 128-133

   13. Classification of Fricatives Using Novel Modulation Spectrogram Based Features

       • Kewal D. Malde, Anshu Chittora, Hemant A. Patil

       Pages 134-139

   14. Speaker Recognition Using Sparse Representation via Superimposed Features

       • Yashesh Gaur, Maulik C. Madhavi, Hemant A. Patil

       Pages 140-147

This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013, held in Kolkata, India in December 2013. The 101 revised papers presented together with 9 invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on pattern recognition; machine learning; image processing; speech and video processing; medical imaging; document image processing; soft computing; bioinformatics and computational biology; and social media mining.

• computational geometry
• fuzzy rough sets
• medical imaging
• robotic vision
• video surveillance

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

  Pradipta Maji, Ashish Ghosh, Kuntal Ghosh, Sankar K. Pal

• Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India

  M. Narasimha Murty

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