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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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Table of contents (59 papers)

  1. Machine Learning in Multimedia Computing

    1. Towards a Characterization of Musical Timbre Based on Chroma Contours

      • Hassan Ezzaidi, Mohammed Bahoura, Glenn Eric Hall
      Pages 162-171

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

      • Maurizio Caon, Stefano Carrino, Simon Ruffieux, Omar Abou Khaled, Elena Mugellini
      Pages 172-181

    3. A Genetic-CBR Approach for Cross-Document Relationship Identification

      • Yogan Jaya Kumar, Naomie Salim, Albaraa Abuobieda
      Pages 182-192

    4. Improved Action Recognition Using an Efficient Boosting Method

      • Mohamed Abouelenien, Xiaohui Yuan
      Pages 193-202

    5. Towards Smart Egypt – The Role of Large Scale WSNs

      • Rabie A. Ramadan
      Pages 203-212

    6. Arabic Sign Language Recognition System Based on Adaptive Pulse-Coupled Neural Network

      • A. Samir Elons, Magdy Aboull-Ela
      Pages 213-221

    7. Surface Mining Signal Discrimination Using Landsat TM Sensor: An Empirical Approach

      • Richa N. K. Sharma, Roheet Bhatnagar, A. K. Singh
      Pages 222-233

    8. Design Space Exploration for High Availability drFPGA Based Embedded Systems

      • S. Chakraverty, Anubhav Agarwal, Amogh Agarwal, Anil Kumar, Abhinav Sikri
      Pages 234-243

  2. Bioinformaticsand Cheminformatics Trends and Applications

    1. Front Matter

      Pages 245-245
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    2. LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules

      • Hamza Hentabli, Naomie Salim, Ammar Abdo, Faisal Saeed
      Pages 247-256

    3. Web Service Based Approach for Viral Hepatitis Ontology Sharing and Diagnosing

      • Galal AL-Marzoqi, Ibrahim F. Moawad, Abdel-Badeeh M. Salem
      Pages 257-266

    4. Analysis of Scintigraphic Renal Dynamic Studies: An Image Processing Tool for the Clinician and Researcher

      • Yassine Aribi, Ali Wali, Fatma Hamza, Adel M. Alimi, Fadhel Guermazi
      Pages 267-275

    5. Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm

      • Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
      Pages 276-284

    6. SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection

      • Mohamed Abouelenien, Xiaohui Yuan
      Pages 285-294

    7. Advanced Parallel Genetic Algorithm with Gene Matrix for Global Optimization

      • Abdel-Rahman Hedar, Amr Abdelsamee, Ahmed Fouad, Sherif Tawfik Amin
      Pages 295-303

    8. Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm

      • Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
      Pages 304-312

  3. Data Classification and Clustering Theory and Applications

    1. Front Matter

      Pages 313-313
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    2. Soft Flexible Overlapping Biclustering Utilizing Hybrid Search Strategies

      • Mohamed A. Mahfouz, Mohamed A. Ismail
      Pages 315-326

    3. Semi-possibilistic Biclustering Applied to Discrete and Continuous Data

      • Mohamed A. Mahfouz, Mohamed A. Ismail
      Pages 327-338

    4. A Comparative Study of Localization Algorithms in WSNs

      • Mahmoud Nabil, Rabie A. Ramadan, Hamed ElShenawy, Adel ElHennawy
      Pages 339-350
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  1. Advanced Machine Learning Technologies and Applications

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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.

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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