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Advanced Machine Learning Technologies and Applications

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

  • Aboul Ella Hassanien
  • Abdel-Badeeh M. Salem
  • Rabie Ramadan
  • Tai-hoon Kim

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

Table of contents

  1. Front Matter
  2. Rough Sets and Applications

    1. Front Matter
      Pages 1-1
    2. Hiroshi Sakai, Mao Wu, Michinori Nakata, Dominik Ślęzak
      Pages 3-12
    3. Mao Wu, Naoto Yamaguchi, Michinori Nakata, Hiroshi Sakai
      Pages 24-32
    4. Ahmed Zaki, Mostafa A. Salama, Hesham Hefny, Aboul Ella Hassanien
      Pages 52-59
  3. Machine Learning in Pattern Recognition and Image Processing

    1. Front Matter
      Pages 71-71
    2. Muhammed Salem, Abdelhameed Ibrahim, Hesham Arafat
      Pages 73-81
    3. Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy
      Pages 82-91
    4. Abdallah A. Mohamed, Roman V. Yampolskiy
      Pages 92-101
    5. Mohammed Korayem, Abdallah A. Mohamed, David Crandall, Roman V. Yampolskiy
      Pages 102-110
    6. J. Jayanth, T. Ashok Kumar, Shivaprakash Koliwad
      Pages 111-117
    7. Jianli Li, Bingbin Dai, Kai Xiao, Aboul Ella Hassanien
      Pages 118-127
    8. Mohammed Korayem, David Crandall, Muhammad Abdul-Mageed
      Pages 128-139
  4. Machine Learning in Multimedia Computing

    1. Front Matter
      Pages 141-141
    2. Ahlem Walha, Ali Wali, Adel M. Alimi
      Pages 143-151
    3. Glenn Eric Hall, Hassan Ezzaidi, Mohammed Bahoura
      Pages 152-161
    4. Hassan Ezzaidi, Mohammed Bahoura, Glenn Eric Hall
      Pages 162-171
    5. Maurizio Caon, Stefano Carrino, Simon Ruffieux, Omar Abou Khaled, Elena Mugellini
      Pages 172-181
    6. Yogan Jaya Kumar, Naomie Salim, Albaraa Abuobieda
      Pages 182-192
    7. Mohamed Abouelenien, Xiaohui Yuan
      Pages 193-202
    8. Richa N. K. Sharma, Roheet Bhatnagar, A. K. Singh
      Pages 222-233
    9. S. Chakraverty, Anubhav Agarwal, Amogh Agarwal, Anil Kumar, Abhinav Sikri
      Pages 234-243
  5. Bioinformaticsand Cheminformatics Trends and Applications

    1. Front Matter
      Pages 245-245
    2. Hamza Hentabli, Naomie Salim, Ammar Abdo, Faisal Saeed
      Pages 247-256
    3. Galal AL-Marzoqi, Ibrahim F. Moawad, Abdel-Badeeh M. Salem
      Pages 257-266
    4. Yassine Aribi, Ali Wali, Fatma Hamza, Adel M. Alimi, Fadhel Guermazi
      Pages 267-275
    5. Mohamed Abouelenien, Xiaohui Yuan
      Pages 285-294
    6. Abdel-Rahman Hedar, Amr Abdelsamee, Ahmed Fouad, Sherif Tawfik Amin
      Pages 295-303
  6. Data Classification and Clustering Theory and Applications

    1. Front Matter
      Pages 313-313
    2. Mohamed A. Mahfouz, Mohamed A. Ismail
      Pages 315-326
    3. Mohamed A. Mahfouz, Mohamed A. Ismail
      Pages 327-338
    4. Mahmoud Nabil, Rabie A. Ramadan, Hamed ElShenawy, Adel ElHennawy
      Pages 339-350
    5. Abbas Jalilvand, Naomie Salim
      Pages 351-358
    6. P. N. Boghdady, Nagwa L. Badr, M. A. Hashim, Mohamed F. Tolba
      Pages 359-368
    7. Mohammed H. Afif, Abdel-Rahman Hedar, Taysir H. Abdel Hamid, Yousef B. Mahdy
      Pages 369-378
  7. Cloud Computing and Recommender Systems

    1. Front Matter
      Pages 389-389
    2. M. E. Megahed, Rasha M. Ismail, Nagwa L. Badr, Mohamed F. Tolba
      Pages 401-412
    3. Eman A. Maghawry, Rasha M. Ismail, Nagwa L. Badr, Mohamed F. Tolba
      Pages 413-422
    4. M. A. El-Dosuky, M. Z. Rashad, T. T. Hamza, A. H. EL-Bassiouny
      Pages 423-429

About these proceedings

Introduction

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.

Keywords

Web services assistive technology global optimization neural network probabilistic ontologies

Editors and affiliations

  • Aboul Ella Hassanien
    • 1
  • Abdel-Badeeh M. Salem
    • 2
  • Rabie Ramadan
    • 1
  • Tai-hoon Kim
    • 3
  1. 1.Cairo UniversityEgypt
  2. 2.Ain Shams UniversityCairoEgypt
  3. 3.University of TasmaniaAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-35326-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-35325-3
  • Online ISBN 978-3-642-35326-0
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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