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Communications in Computer and Information Science

Volume 322 2012

Advanced Machine Learning Technologies and Applications

First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012. Proceedings

Editors:

ISBN: 978-3-642-35325-3 (Print) 978-3-642-35326-0 (Online)

Table of contents (59 chapters)

Front Matter

Pages -

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Rough Sets and Applications
1. Front Matter
  
  Pages 1-1
  
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2. Book Chapter
  
  Pages 3-12
  
  Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey
  - Hiroshi Sakai,
  - Mao Wu,
  - Michinori Nakata,
  - Dominik Ślęzak
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3. Book Chapter
  
  Pages 13-23
  
  A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection
  - Dominik Ślęzak,
  - Paweł Betliński
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4. Book Chapter
  
  Pages 24-32
  
  Learning a Table from a Table with Non-deterministic Information: A Perspective
  - Mao Wu,
  - Naoto Yamaguchi,
  - Michinori Nakata,
  - Hiroshi Sakai
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5. Book Chapter
  
  Pages 33-42
  
  Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems
  - Zbigniew Suraj
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6. Book Chapter
  
  Pages 43-51
  
  New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts
  - Agnieszka Dardzinska Jolanta Pauk
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7. Book Chapter
  
  Pages 52-59
  
  Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets
  - Ahmed Zaki,
  - Mostafa A. Salama,
  - Hesham Hefny,
  - Aboul Ella Hassanien
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8. Book Chapter
  
  Pages 60-69
  
  Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network
  - Vibha Bafna Bora,
  - A. G. Kothari,
  - A. G. Keskar
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Machine Learning in Pattern Recognition and Image Processing
1. Front Matter
  
  Pages 71-71
  
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2. Book Chapter
  
  Pages 73-81
  
  Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization
  - Muhammed Salem,
  - Abdelhameed Ibrahim,
  - Hesham Arafat
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3. Book Chapter
  
  Pages 82-91
  
  CBARS: Cluster Based Classification for Activity Recognition Systems
  - Zahraa Said Abdallah,
  - Mohamed Medhat Gaber,
  - Bala Srinivasan,
  - Shonali Krishnaswamy
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4. Book Chapter
  
  Pages 92-101
  
  Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces
  - Abdallah A. Mohamed,
  - Roman V. Yampolskiy
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5. Book Chapter
  
  Pages 102-110
  
  Solving Avatar Captchas Automatically
  - Mohammed Korayem,
  - Abdallah A. Mohamed,
  - David Crandall,
  - Roman V. Yampolskiy
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6. Book Chapter
  
  Pages 111-117
  
  Comparative Analysis of Image Fusion Techniques in Remote Sensing
  - J. Jayanth,
  - T. Ashok Kumar,
  - Shivaprakash Koliwad
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7. Book Chapter
  
  Pages 118-127
  
  Density Based Fuzzy Thresholding for Image Segmentation
  - Jianli Li,
  - Bingbin Dai,
  - Kai Xiao,
  - Aboul Ella Hassanien
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8. Book Chapter
  
  Pages 128-139
  
  Subjectivity and Sentiment Analysis of Arabic: A Survey
  - Mohammed Korayem,
  - David Crandall,
  - Muhammad Abdul-Mageed
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Machine Learning in Multimedia Computing
1. Front Matter
  
  Pages 141-141
  
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2. Book Chapter
  
  Pages 143-151
  
  Support Vector Machine Approach for Detecting Events in Video Streams
  - Ahlem Walha,
  - Ali Wali,
  - Adel M. Alimi
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3. Book Chapter
  
  Pages 152-161
  
  Study of Feature Categories for Musical Instrument Recognition
  - Glenn Eric Hall,
  - Hassan Ezzaidi,
  - Mohammed Bahoura
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4. Book Chapter
  
  Pages 162-171
  
  Towards a Characterization of Musical Timbre Based on Chroma Contours
  - Hassan Ezzaidi,
  - Mohammed Bahoura,
  - Glenn Eric Hall
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5. Book Chapter
  
  Pages 172-181
  
  Augmenting Interaction Possibilities between People with Mobility Impairments and Their Surrounding Environment
  - Maurizio Caon,
  - Stefano Carrino,
  - Simon Ruffieux,
  - Omar Abou Khaled,
  - Elena Mugellini
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6. Book Chapter
  
  Pages 182-192
  
  A Genetic-CBR Approach for Cross-Document Relationship Identification
  - Yogan Jaya Kumar,
  - Naomie Salim,
  - Albaraa Abuobieda
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7. Book Chapter
  
  Pages 193-202
  
  Improved Action Recognition Using an Efficient Boosting Method
  - Mohamed Abouelenien,
  - Xiaohui Yuan
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