The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)

1. Front Matter

   Pages i-xxix

   PDF

2. Deep Learning Applications

   1. Front Matter

      Pages 1-1

      PDF

   2. A Deep Learning Approach for Tongue Diagnosis

      • Meng Xiao, Guozheng Liu, Yu Xia, Hao Xu

      Pages 3-12

   3. Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification

      • Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

      Pages 13-22

   4. An Efficient Deep Convolutional Neural Network for Visual Image Classification

      • Basma Abd El-Rahiem, Muhammad Atta Othman Ahmed, Omar Reyad, Hani Abd El-Rahaman, Mohamed Amin, Fathi Abd El-Samie

      Pages 23-31

   5. Deep Learning for Predictive Analytics in Healthcare

      • Anandhavalli Muniasamy, Sehrish Tabassam, Mohammad A. Hussain, Habeeba Sultana, Vasanthi Muniasamy, Roheet Bhatnagar

      Pages 32-42

   6. Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection

      • Zanariah Zainudin, Siti Mariyam Shamsuddin, Shafaatunnur Hasan

      Pages 43-51

   7. Regression Task on Big Data with Convolutional Neural Network

      • Chang Liu, Ziheng Wang, Su Wu, Shaozhi Wu, Kai Xiao

      Pages 52-58

   8. The Regression of MNIST Dataset Based on Convolutional Neural Network

      • Ziheng Wang, Su Wu, Chang Liu, Shaozhi Wu, Kai Xiao

      Pages 59-68

3. Swarm Intelligence and Applications

   1. Front Matter

      Pages 69-69

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   2. Intelligent Hybrid Approach for Feature Selection

      • Ahmed M. Anter, Ahmad Taher Azar, Khaled M. Fouad

      Pages 71-79

   3. Parameter Estimation for Chaotic Systems Using the Fruit Fly Optimization Algorithm

      • Saad M. Darwish, Amr Elmasry, Asmaa H. Ibrahim

      Pages 80-90

   4. Optimal Shortest Path in Mobile Ad-Hoc Network Based on Fruit Fly Optimization Algorithm

      • Saad M. Darwish, Amr Elmasry, Shaymaa H. Ibrahim

      Pages 91-101

   5. Swarm Optimization for Solving Load Balancing in Cloud Computing

      • Aya A. Salah Farrag, Safia Abbas Mohamad, El Sayed M. El-Horbaty

      Pages 102-113

   6. The Influence of New Energy Access on Load Peaks and Troughs Based on Optimization Techniques

      • Weibao Zhang, Hong Gang, Baozhong Gan, Qianhui Gang

      Pages 114-120

   7. Multi-objective Solution of Traveling Salesman Problem with Time

      • Ibrahim A. Hameed

      Pages 121-132

   8. Game Theory Based Solver for Dynamic Vehicle Routing Problem

      • Saad M. Darwish, Bassem E. Abdel-Samee

      Pages 133-142

   9. A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems

      • M. A. El-Shorbagy, M. A. Farag, A. A. Mousa, I. M. El-Desoky

      Pages 143-155

4. Machine Learning in Biomedical

   1. Front Matter

      Pages 157-157

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   2. MolecRank: A Specificity-Based Network Analysis Algorithm

      • Ahmed Abdeen Hamed, Agata Leszczynska, Mark Schreiber

      Pages 159-168

This book presents the peer-reviewed proceedings of the 4th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2019), held in Cairo, Egypt, on March 28–30, 2019, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover the latest research on machine learning, deep learning, biomedical engineering, control and chaotic systems, text mining, summarization and language identification, machine learning in image processing, renewable energy, cyber security, and intelligence swarms and optimization.

• Machine Learning Technologies
• Natural Language Processing
• Multimedia Processing
• Network Security
• Bio-Science and Bio-technology
• Education Systems
• Wireless, Mobile Technologies
• Ambient Intelligence
• Web Mining
• Cloud Computing
• Intelligent Environment
• Control and Automation Systems
• Robotic Systems
• Biomedical Applications
• Animal Behavior Studies
• Big Data Processing

• Faculty of Computers and Information, Cairo University, Giza, Egypt

  Aboul Ella Hassanien

• Faculty of Computers and Information, Benha University, Benha, Egypt

  Ahmad Taher Azar

• School of Computing, Science and Engineering, University of Salford, Salford, Greater Manchester, UK

  Tarek Gaber

• Department of Computer Science and Engineering, School of Computing and IT, Faculty of Engineering, Manipal University Jaipur, Jaipur, India

  Roheet Bhatnagar

• Faculty of Computer and Information Science, Ain Shams University, Cairo, Egypt

  Mohamed F. Tolba

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