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Advanced Machine Learning Technologies and Applications

Second International Conference, AMLTA 2014, Cairo, Egypt, November 28-30, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Aboul Ella Hassanien

    1. Cairo University, Egypt

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  2. Mohamed F. Tolba

    1. Ain Shams University, Cairo, Egypt

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  3. Ahmad Taher Azar

    1. Benha University, Benha, Egypt

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 488)

Included in the following conference series:

Conference proceedings info: AMLTA 2014.

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Table of contents (49 papers)

  1. Front Matter

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  2. Machine Learning in Arabic Text Recognition and Assistive Technology

    1. Front Matter

      Pages 1-1
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    2. Arabic Text Recognition Based on Neuro-Genetic Feature Selection Approach

      • Marwa Amara, Kamel Zidi
      Pages 3-10

    3. Isolated Printed Arabic Character Recognition Using KNN and Random Forest Tree Classifiers

      • Marwa Rashad, Noura A. Semary
      Pages 11-17

    4. Arabic Character Recognition Based M-SVM: Review

      • Marwa Amara, Kamel Zidi, Salah Zidi, Khaled Ghedira
      Pages 18-25

    5. iSee: An Android Application for the Assistance of the Visually Impaired

      • Milad Ghantous, Michel Nahas, Maya Ghamloush, Maya Rida
      Pages 26-35

    6. Arabic Sign Language Recognition Using Spatio-Temporal Local Binary Patterns and Support Vector Machine

      • Saleh Aly, Safaa Mohammed
      Pages 36-45

    7. Improving Arabic Tokenization and POS Tagging Using Morphological Analyzer

      • Michael N. Nawar
      Pages 46-53

  3. Recommendation Systems for Cloud Services

    1. Front Matter

      Pages 55-55
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    2. Concept Recommendation System for Cloud Services Advertisement

      • Yasmine M. Afify, Ibrahim F. Moawad, Nagwa L. Badr, Mohamed Fahmy Tolba
      Pages 57-66

    3. Dynamic Distributed Database over Cloud Environment

      • Ahmed E. Abdel Raouf, Nagwa L. Badr, Mohamed Fahmy Tolba
      Pages 67-76

    4. Queries Based Workload Management System for the Cloud Environment

      • Eman A. Maghawry, Rasha M. Ismail, Nagwa L. Badr, Mohamed Fahmy Tolba
      Pages 77-86

    5. A Large Dataset Enhanced Watermarking Service for Cloud Environments

      • Nour Zawawi, Mohamed Hamdy, Rania El-Gohary, Mohamed Fahmy Tolba
      Pages 87-96

    6. Enhancing Mobile Devices Capabilities in Low Bandwidth Networks with Cloud Computing

      • Mostafa A. Elgendy, Ahmed Shawish, Mahmoud I. Moussa
      Pages 97-108

    7. Digital Pathological Services Capability Framework

      • Ammar Adl, Iman B. Shaheed, M. I. Shaalan, A. K. Al-Mokaddem, Aboul Ella Hassanien
      Pages 109-118

  4. Machine Learning in Watermarking/Authentication and Virtual Machine

    1. Front Matter

      Pages 119-119
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    2. Highly Secured Multilayered Motion Vector Watermarking

      • Suvojit Acharjee, Sayan Chakraborty, Sourav Samanta, Ahmad Taher Azar, Aboul Ella Hassanien, Nilanjan Dey
      Pages 121-134

    3. Investigation of Touch-Based User Authentication Features Using Android Smartphone

      • Ala Abdulhakim Alariki, Azizah Abdul Manaf
      Pages 135-144

    4. Protective Frameworks and Schemes to Detect and Prevent High Rate DoS/DDoS and Flash Crowd Attacks: A Comprehensive Review

      • Mohammed A. Saleh, Azizah Abdul Manaf
      Pages 145-152

    5. Virtual Machine Placement Based on Ant Colony Optimization for Minimizing Resource Wastage

      • Medhat A. Tawfeek, Ashraf B. El-Sisi, Arabi E. Keshk, F. A. Torkey
      Pages 153-164
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About this book

This book constitutes the refereed proceedings of the Second International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2014, held in Cairo, Egypt, in November 2014. The 49 full papers presented were carefully reviewed and selected from 101 initial submissions. The papers are organized in topical sections on machine learning in Arabic text recognition and assistive technology; recommendation systems for cloud services; machine learning in watermarking/authentication and virtual machines; features extraction and classification; rough/fuzzy sets and applications; fuzzy multi-criteria decision making; Web-based application and case-based reasoning construction; social networks and big data sets.

Editors and Affiliations

  • Cairo University, Egypt

    Aboul Ella Hassanien

  • Ain Shams University, Cairo, Egypt

    Mohamed F. Tolba

  • Benha University, Benha, Egypt

    Ahmad Taher Azar

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