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  • Conference proceedings
  • © 2021

Advanced Machine Learning Technologies and Applications

Proceedings of AMLTA 2020

  • Presents research in the field of machine learning and its applications
  • Includes the outcomes of AMLTA 2020, organized by Manipal University Jaipur, India
  • Serves as a reference resource for researchers and practitioners in academia and industry

Conference proceedings info: AMLTA 2020.

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xxi
  2. Modelling and Optimization

    1. Front Matter

      Pages 1-1
    2. Segregating and Recognizing Human Actions from Video Footages Using LRCN Technique

      • Meet Pandya, Abhishek Pillai, Himanshu Rupani
      Pages 3-13
    3. Fall Alert: A Novel Approach to Detect Fall Using Base as a YOLO Object Detection

      • Kiran P. Kamble, Swapnil S. Sontakke, Himanshu Donadkar, Ritik Poshattiwar, Abhinavram Ananth
      Pages 15-24
    4. Evaluation of Automatic Text Visualization Systems: A Case Study

      • Priyanka Jain, R. P. Bhavsar, Karimullah Shaik, Ajai Kumar, B. V. Pawar, Hemant Darbari et al.
      Pages 25-37
    5. Face Recognition-Based Attendance System Using Real-Time Computer Vision Algorithms

      • Darshankumar Dalwadi, Yagnik Mehta, Neel Macwan
      Pages 39-49
    6. The Adopting Knowledge Management Proves Vital for Bahrain’s Governmental Sector

      • Abdulaziz Showaiter, Anjum Razzaque, Allam Hamdan
      Pages 51-59
    7. Video Surveillance for the Crime Detection Using Features

      • Aastha Chowdhary, Bhawana Rudra
      Pages 61-71
    8. A Deep Learning Technique to Countermeasure Video-Based Presentation Attacks

      • Thomas Danner, Prosenjit Chatterjee, Kaushik Roy
      Pages 85-93
    9. Optimization of Loss Functions for Predictive Soil Mapping

      • Harsh Kotta, Karan Pardasani, Megha Pandya, Ranendu Ghosh
      Pages 95-104
    10. Natural Language Information Extraction Through Non-Factoid Question and Answering System (NLIEQA Non-Factoid)

      • Partha Sarathy Banerjee, Abhijay Ghosh, Aditya Gupta, Baisakhi Chakraborty
      Pages 105-117
  3. Computing and Technology Trends

    1. Front Matter

      Pages 139-139
    2. Skin Lesion Analyser: An Efficient Seven-Way Multi-class Skin Cancer Classification Using MobileNet

      • Saket S. Chaturvedi, Kajol Gupta, Prakash S. Prasad
      Pages 165-176
    3. Real-Time Object Detection in Remote Sensing Images Using Deep Learning

      • Vijender Busi Reddy, K. Pramod Kumar, S. Venkataraman, V. Raghu Venkataraman
      Pages 177-186
    4. Malaria Detection Using Convolutional Neural Network

      • Pankaj Pundir, Shivam Aggarwal, Maroti Deshmukh
      Pages 187-195

Other Volumes

  1. Advanced Machine Learning Technologies and Applications

About this book

This book presents the refereed proceedings of the 5th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2020), held at Manipal University Jaipur, India, on February 13 – 15, 2020, and organized in collaboration with the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic and security, as well as intelligence swarms and optimization.

Editors and Affiliations

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

    Aboul Ella Hassanien

  • Department of Computer Science and Engineering, Manipal University Jaipur, Jaipur, India

    Roheet Bhatnagar

  • Faculty of Science, Helwan University, Helwan, Egypt

    Ashraf Darwish

About the editors

Aboul Ella Hassanien is the Founder and Head of the Scientific Research Group in Egypt (SRGE) and a Professor of Information Technology at the Faculty of Computer and Information, Cairo University. Professor Hassanien has more than 1000 scientific research papers published in prestigious international journals to his credit.

Roheet Bhatnagar works at Manipal University Jaipur (MUJ), where he is currently serving as a Professor at the Department of Computer Science & Engineering. He has been affiliated with the MUJ since 2012, and with the Manipal group since 2008. With vast experience spanning more than 20 years in both industry and academia, he has worked for companies like Xerox Corporation, Samsung SDS and USHA Soft in various capacities. He is a Senior Member of the IEEE and Life Member of the ISTE and ISRS.

Ashraf Darwish is a Professor of Computer Science and former Acting Head of the Mathematics and Computer Science Departmentat Helwan University, Egypt. Dr Darwish has a wealth of academic experience and has authored numerous publications, including papers in international journals and conference proceedings. Currently, he is the vice chair of the Scientific Research Group in Egypt (SRGE).

Bibliographic Information

Buy it now

Buying options

eBook USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 329.99
Price excludes VAT (USA)
This title has not yet been released. You may pre-order it now and we will ship your order when it is published on 26 May 2020.
  • Compact, lightweight edition
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access