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  • Conference proceedings
  • © 2020

Advanced Computing Technologies and Applications

Proceedings of 2nd International Conference on Advanced Computing Technologies and Applications—ICACTA 2020

  • Presents recent advancements in Intelligent Computing
  • Discusses industrial issues and applications in intelligent computing
  • Is useful for researchers, academics and industry professionals

Part of the book series: Algorithms for Intelligent Systems (AIS)

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xviii
  2. Career Counselling Chatbot Using Cognitive Science and Artificial Intelligence

    • Godson D’Silva, Megh Jani, Vipul Jadhav, Amit Bhoir, Prithvi Amin
    Pages 1-9
  3. Voice Assistant for Ubuntu Implementation Using Deep Neural Network

    • Shrutika Singh, Harshita Arya, P. Arun Kumar
    Pages 11-20
  4. Analysis of Light Pollution Prediction Using Mathematical Model and Machine Learning Techniques

    • Aastha Sainger, Rishikesh Yadav, Pradnya Tipare, Samidha Waghralkar, Vimla Jethani, Amit Barve
    Pages 31-43
  5. Design and Implementation of Library Shelf Management (LiBOT) Using Machine Learning

    • Anish Pandita, Mit Parekh, Jitendra Sachwani, Romit Shah, Ramchandra Mangrulkar
    Pages 45-56
  6. IndoorNet: Generating Indoor Layouts from a Single Panorama Image

    • Yash Kotadia, Krisha Mehta, Mihir Manjrekar, Ruhina Karani
    Pages 57-66
  7. Improvement of Lightweight Integrity Verification Algorithm Using TDHA

    • Anushka Gangwal, Dhyey Mehta, Soham Khedekar, Aruna Gawde
    Pages 75-84
  8. Catchment Area Detection and Optimization

    • Richard Joseph, Sanket Gokhale, Akash Hasamnis, Grishma Gurbani, Rishil Kirtikar
    Pages 85-96
  9. Area Analysis for Dengue Prediction

    • Aniket Milind Banginwar, Shreyas Nanaware, Kalpita Bhagat, Deepshikha Chaturvedi
    Pages 117-126
  10. Crowdsourcing for Urban Laborers and Time Optimization

    • Nihit Natu, Ayush Gupta, Viraj Mahadik, Amiya Kumar Tripathy
    Pages 127-136
  11. Implementation of Residual Network (ResNet) for Devanagari Handwritten Character Recognition

    • Mandar Mhapsekar, Prathamesh Mhapsekar, Aniket Mhatre, Vinaya Sawant
    Pages 137-148
  12. An Efficient E-Commerce Design by Implementing a Novel Data Mapper for Polyglot Persistence

    • Kishan Trivedi, Sambhav Shah, Kriti Srivastava
    Pages 149-156
  13. Intrusion Detection System Against Malign Packets—A Comparative Study Between Autoencoder and Ensemble Model

    • Adit Sadiwala, Kishan Rathore, Yash Shah, Harsh Shah, Kriti Srivastava
    Pages 165-175
  14. Chest Pathology Detection Using Medical Imaging

    • Devansh Shah, Purav Nisar, Pankaj Sonawane
    Pages 177-186
  15. Disorder Detection in Tomato Plant Using Deep Learning

    • Saiqa Khan, Meera Narvekar
    Pages 187-197

About this book

This book features selected papers presented at the 2nd International Conference on Advanced Computing Technologies and Applications, held at SVKM’s Dwarkadas J. Sanghvi College of Engineering, Mumbai, India, from 28 to 29 February 2020. Covering recent advances in next-generation computing, the book focuses on recent developments in intelligent computing, such as linguistic computing, statistical computing, data computing and ambient applications.

Editors and Affiliations

  • Dwarkadas Jivanlal Sanghvi College of Engineering, Mumbai, India

    Hari Vasudevan

  • Department of Computing Sciences, Tampere University of Technology, Tampere, Finland

    Antonis Michalas

  • Department of Computer Engineering, Dwarkadas Jivanlal Sanghvi College of Engineering, Mumbai, India

    Narendra Shekokar, Meera Narvekar

About the editors

Dr. Hari Vasudevan has his Master’s degree in production engineering as well as a Postgraduate diploma in industrial engineering from VJTI (University of Mumbai) and Ph.D. from IIT Bombay. He has also done a 3-month full time certificate programme (ERP-BaaN) from S.P. Jain Institute of Management and Research, Mumbai under the University Synergy Programme of the BaaN Institute, Netherlands. His areas of interest include manufacturing engineering, manufacturing systems and strategy, market orientation of manufacturing firms and world-class manufacturing. He is an approved Ph.D. guide at the University of Mumbai and NMIMS (Deemed to be University) and has so far guided 7 Ph.D. students. He is the president of Indian Society of Manufacturing Engineers (ISME); Life member of ISTE, New Delhi; Fellow of the Institution of Engineers (India); Fellow of ISME and a senior member of IEDRC. He has over 26 years of experience in teaching and 2 years of experience in industry. Presently he is working as the Principal of Dwarkadas J. Sanghvi College of Engineering, Mumbai. He has published over 115 papers in International and National conferences as well as journals and has to his credit a couple of textbooks and few book chapters in various publications. He has also received 3 awards, of which 2 are from National professional bodies and 1 from an International NGO.

Dr. Antonis Michalas have received his Ph.D. in Network Security from Aalborg University, Denmark, and currently, he is working as an Assistant Professor at the Department of Computing Science at the Tampere University of Technology, Faculty of Computing and Electrical Engineering. Prior to that, he was working as an Assistant Professor in Cybersecurity at the University of Westminster, London. Earlier, he was working as a postdoctoral researcher at the Security Lab at the Swedish Institute of Computer Science in Stockholm, Sweden. As a postdoctoral researcher at the SCE Labs,he was actively involved in national and European research projects. Dr. Antonis has published significant number of papers in the field related journals and conferences and has also participated as a speaker in various conferences and workshops. His research interest includes private and secure e-voting system, reputation systems, privacy in decentralized environments, cloud computing, trusted computing and privacy-preserving protocols in participatory sensing applications.

Dr. Narendra Shekokar has received his Ph.D. in Engineering (Network Security) from NMIMS University, Mumbai, and he is working as a Professor and Head of Department of Computer Engineering at SVKM’s Dwarkadas J. Sanghvi College of Engineering, Mumbai (Autonomous College affiliated to University of Mumbai). He was a member of Board of Studies at the University of Mumbai for more than 5 years, and he has also been a member of various committees at the University of Mumbai. His total teachingexperience is 22 years. He is Ph.D. guide for 6 research fellows and more than 25 students at postgraduate level. He has presented more than 50 papers at international & national conferences and has also published more than 20 research papers in renowned journals. He has received the Minor Research Grant twice from University of Mumbai for his research projects. He has delivered an expert talk and chaired a session at numerous events and conferences.

Dr. Meera Narvekar has obtained her Ph.D. in 2016 from SNDT University, Mumbai, in the area of Mobile Computing. Her thesis work was on optimization of data delivery in mobile networks. She is currently the Head of Department of Information Technology at SVKM’s Dwarkadas J. Sanghvi College of Engineering, Mumbai (Autonomous College affiliated to University of Mumbai). She is presently a member of Board of Studies at the University of Mumbai. She was nominated as a Senate member of the University of Mumbai in 2008. She has a total experience of 20 years in teaching. Dr. Meera Narvekar has published around 45 papers in various international and national journals and conferences. She currently is guiding projects with applications in agriculture, which has also received grant from University. She has delivered talks in various conferences and workshops. She is also in the reviewer list and has been session chair of many conferences.


Bibliographic Information

  • Book Title: Advanced Computing Technologies and Applications

  • Book Subtitle: Proceedings of 2nd International Conference on Advanced Computing Technologies and Applications—ICACTA 2020

  • Editors: Hari Vasudevan, Antonis Michalas, Narendra Shekokar, Meera Narvekar

  • Series Title: Algorithms for Intelligent Systems

  • DOI: https://doi.org/10.1007/978-981-15-3242-9

  • Publisher: Springer Singapore

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2020

  • Hardcover ISBN: 978-981-15-3241-2Published: 07 May 2020

  • Softcover ISBN: 978-981-15-3244-3Published: 07 May 2021

  • eBook ISBN: 978-981-15-3242-9Published: 06 May 2020

  • Series ISSN: 2524-7565

  • Series E-ISSN: 2524-7573

  • Edition Number: 1

  • Number of Pages: XVIII, 701

  • Number of Illustrations: 96 b/w illustrations, 240 illustrations in colour

  • Topics: Mathematical and Computational Engineering, Statistics and Computing/Statistics Programs, Mathematics of Computing, Robotics

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access