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Advanced Machine Learning Technologies and Applications

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

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Aboul Ella Hassanien

    1. Cairo University, Egypt

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  2. Abdel-Badeeh M. Salem

    1. Ain Shams University, Cairo, Egypt

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  3. Rabie Ramadan

    1. Cairo University, Egypt

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  4. Tai-hoon Kim

    1. University of Tasmania, Australia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 322)

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Conference proceedings info: AMLTA 2012.

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About this book

This book constitutes the refereed proceedings of the First International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2012, held in Cairo, Egypt, in December 2012. The 58 full papers presented were carefully reviewed and selected from 99 intial submissions. The papers are organized in topical sections on rough sets and applications, machine learning in pattern recognition and image processing, machine learning in multimedia computing, bioinformatics and cheminformatics, data classification and clustering, cloud computing and recommender systems.

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Table of contents (59 papers)

  1. Front Matter

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  2. Rough Sets and Applications

    1. Front Matter

      Pages 1-1
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    2. Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey

      • Hiroshi Sakai, Mao Wu, Michinori Nakata, Dominik Ślęzak
      Pages 3-12

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

      • Dominik Ślęzak, Paweł Betliński
      Pages 13-23

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

      • Mao Wu, Naoto Yamaguchi, Michinori Nakata, Hiroshi Sakai
      Pages 24-32

    5. Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems

      • Zbigniew Suraj
      Pages 33-42

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

      • Agnieszka Dardzinska Jolanta Pauk
      Pages 43-51

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

      • Ahmed Zaki, Mostafa A. Salama, Hesham Hefny, Aboul Ella Hassanien
      Pages 52-59

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

      • Vibha Bafna Bora, A. G. Kothari, A. G. Keskar
      Pages 60-69

  3. Machine Learning in Pattern Recognition and Image Processing

    1. Front Matter

      Pages 71-71
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    2. Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization

      • Muhammed Salem, Abdelhameed Ibrahim, Hesham Arafat
      Pages 73-81

    3. CBARS: Cluster Based Classification for Activity Recognition Systems

      • Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy
      Pages 82-91

    4. Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces

      • Abdallah A. Mohamed, Roman V. Yampolskiy
      Pages 92-101

    5. Solving Avatar Captchas Automatically

      • Mohammed Korayem, Abdallah A. Mohamed, David Crandall, Roman V. Yampolskiy
      Pages 102-110

    6. Comparative Analysis of Image Fusion Techniques in Remote Sensing

      • J. Jayanth, T. Ashok Kumar, Shivaprakash Koliwad
      Pages 111-117

    7. Density Based Fuzzy Thresholding for Image Segmentation

      • Jianli Li, Bingbin Dai, Kai Xiao, Aboul Ella Hassanien
      Pages 118-127

    8. Subjectivity and Sentiment Analysis of Arabic: A Survey

      • Mohammed Korayem, David Crandall, Muhammad Abdul-Mageed
      Pages 128-139

  4. Machine Learning in Multimedia Computing

    1. Front Matter

      Pages 141-141
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    2. Support Vector Machine Approach for Detecting Events in Video Streams

      • Ahlem Walha, Ali Wali, Adel M. Alimi
      Pages 143-151

    3. Study of Feature Categories for Musical Instrument Recognition

      • Glenn Eric Hall, Hassan Ezzaidi, Mohammed Bahoura
      Pages 152-161
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Other volumes

  1. Advanced Machine Learning Technologies and Applications

Editors and Affiliations

  • Cairo University, Egypt

    Aboul Ella Hassanien, Rabie Ramadan

  • Ain Shams University, Cairo, Egypt

    Abdel-Badeeh M. Salem

  • University of Tasmania, Australia

    Tai-hoon Kim

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