Advanced Machine Learning Technologies and Applications

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

      PDF

   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

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.

• Arabic character recognition
• CBR
• artificial intelligence
• cloud computing
• computational intelligence
• data management systems
• data mining
• decision making
• document management and text processing
• information retrieval
• machine learning
• machine learning algorithms
• natural language processing
• recommender systems
• security and privacy
• social computing

• 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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