Advanced Machine Learning Technologies and Applications

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

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

Table of contents (59 chapters)

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  1. Front Matter

    Pages -

  2. Rough Sets and Applications

    1. Front Matter

      Pages 1-1

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      Pages 3-12

      Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey

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      Pages 13-23

      A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection

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      Pages 24-32

      Learning a Table from a Table with Non-deterministic Information: A Perspective

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      Pages 33-42

      Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems

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      Pages 43-51

      New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts

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      Pages 52-59

      Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets

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      Pages 60-69

      Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network

  3. Machine Learning in Pattern Recognition and Image Processing

    1. Front Matter

      Pages 71-71

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      Pages 73-81

      Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization

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      Pages 82-91

      CBARS: Cluster Based Classification for Activity Recognition Systems

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      Pages 92-101

      Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces

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      Pages 102-110

      Solving Avatar Captchas Automatically

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      Pages 111-117

      Comparative Analysis of Image Fusion Techniques in Remote Sensing

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      Pages 118-127

      Density Based Fuzzy Thresholding for Image Segmentation

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      Pages 128-139

      Subjectivity and Sentiment Analysis of Arabic: A Survey

  4. Machine Learning in Multimedia Computing

    1. Front Matter

      Pages 141-141

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      Pages 143-151

      Support Vector Machine Approach for Detecting Events in Video Streams

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      Pages 152-161

      Study of Feature Categories for Musical Instrument Recognition

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      Pages 162-171

      Towards a Characterization of Musical Timbre Based on Chroma Contours

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      Pages 172-181

      Augmenting Interaction Possibilities between People with Mobility Impairments and Their Surrounding Environment

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      Pages 182-192

      A Genetic-CBR Approach for Cross-Document Relationship Identification

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      Pages 193-202

      Improved Action Recognition Using an Efficient Boosting Method

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