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Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering

TCCE 2022

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. M. Shamim Kaiser

    1. Jahangirnagar University, Dhaka, Bangladesh

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  2. Sajjad Waheed

    1. Mawlana Bhashani Science and Technology, Dhaka, Bangladesh

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  3. Anirban Bandyopadhyay

    1. National Institute for Materials Science, Tsukuba, Japan

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  4. Mufti Mahmud

    1. Nottingham Trent University, Nottingham, UK

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  5. Kanad Ray

    1. Amity University, Jaipur, India

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  • Presents high-quality research in the field of computational and cognitive engineering
  • Features the outcomes of TCCE 2022, hosted by Mawlana Bhashani Science and Technology University, Tangail, Bangladesh
  • Serves as a reference resource for researchers and practitioners in academia and industry

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 618)

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Table of contents (43 papers)

  1. Front Matter

    Pages i-xxii
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  2. Image Analysis

    1. Front Matter

      Pages 1-1
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    2. Early Prediction and Analysis of DTI and MRI-Based Alzheimer’s Disease Through Machine Learning Techniques

      • Amira Mahjabeen, Md Rajib Mia, F. N. U. Shariful, Nuruzzaman Faruqui, Imran Mahmud
      Pages 3-13

    3. Ensemble Machine Learning Technique for Identifying COVID-19 from CT Scan Images

      • Rahul Deb Mohalder, Apu Sarder, Khandkar Asif Hossain, Laboni Paul, Farhana Tazmim Pinki
      Pages 15-24

    4. Machine Learning-Based Tomato Leaf Disease Diagnosis Using Radiomics Features

      • Faisal Ahmed, Mohammad Naim Uddin Rahi, Raihan Uddin, Anik Sen, Mohammad Shahadat Hossain, Karl Andersson
      Pages 25-35

    5. Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification

      • Tanver Ahmed, Md. Hasanul Bari, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md. Palash Uddin, Md. Abu Marjan
      Pages 37-48

    6. Argument Mining on Clinical Trial Abstracts on Lung Cancer Patients

      • Md Yasin Arafat Khondoker, Mohammad Abu Yousuf
      Pages 49-60

    7. Car Detection from Unmanned Aerial Vehicles Based on Deep Learning: A Comparative Study

      • Sohag Hossain, Sajjad Waheed, M. Abdullah
      Pages 61-72

    8. Light Convolutional Neural Network to Detect Eye Diseases from Retinal Images: Diabetic Retinopathy and Glaucoma

      • Milon Biswas, Sudipto Chaki, Saurav Mallik, Loveleen Gaur, Kanad Ray
      Pages 73-83

  3. Internet of Things for Society

    1. Front Matter

      Pages 85-85
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    2. Evaluating Usability of AR-based Learning Applications for Children Using SUS and Heuristic Evaluation

      • Sheikh Tasfia, Muhammad Nazrul Islam, Syeda Ajbina Nusrat, Nusrat Jahan
      Pages 87-98

    3. IoT Based Biofloc Aquaculture Monitoring System

      • Tahsin Jannat Alam, Abdullah Al Shabab Bin Hayder, Ahsan Fuad Apu, Md. Hasan Al Banna, Md. Sazzadur Rahman
      Pages 99-112

    4. Optimal Control Problem With Non-Standard Conditions: Direct and Indirect Approaches

      • Wan Noor Afifah Wan Ahmad, Suliadi Firdaus Sufahani, Mahmod Abd Hakim Mohamad, Mohd Saifullah Rusiman, Rozaini Roslan, Mohd Zulariffin Md Maarof et al.
      Pages 113-119

    5. Descriptive Analysis for Electric Bus During Non-Operational Stage

      • Wan Noor Afifah Wan Ahmad, Suliadi Firdaus Sufahani, Mohd Fahmy-Abdullah, Muhammad Syamil Abdullah Sani
      Pages 121-131

    6. The Effectiveness Level on the Electric Buses Operation: Case Study for Affordability and Accessibility

      • Ahmad Husaini Mohamad Tajudin, Mohd Fahmy-Abdullah, Suliadi Firdaus Sufahani, Wan Noor Afifah Wan Ahmad
      Pages 133-143

    7. IoMT-based Android Application for Monitoring COVID-19 Patients Using Real-Time Data

      • Mohammad Farshid, Atia Binti Aziz, Nanziba Basnin, Mohoshena Akhter, Karl Andersson, Mohammad Shahadat Hossain
      Pages 145-157

    8. A Cost-Effective Unmanned Ground Vehicle (UGV) Using Swarm Robotics Technology for Surveillance and Future Combat

      • Shamim Ahmed, Md. Khoshnur Alam, M. Rifat Abdullah Dipu, Swarna Debnath, Sadia Haque, Taiba Akhter
      Pages 159-171

    9. Neural Network-Based Obstacle and Pothole Avoiding Robot

      • Md. Mahedi Al Arafat, Mohammad Shahadat Hossain, Delowar Hossain, Karl Andersson
      Pages 173-184

  4. Machine Learning for Society

    1. Front Matter

      Pages 185-185
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    2. A Comparative Study of Psychiatric Characteristics Classification for Predicting Psychiatric Disorder

      • Md. Sydur Rahman, Boshir Ahmed
      Pages 187-198
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Keywords

About this book

This book presents various computational and cognitive modeling approaches in the areas of health, education, finance, environment, engineering, commerce, and industry. It is a collection of selected conference papers presented at the 4th International Conference on Trends in Cognitive Computation Engineering (TCCE 2022), hosted by Mawlana Bhashani Science and Technology University, Tangail, Bangladesh, during December 17–18, 2022. It shares cutting-edge insights and ideas from mathematicians, engineers, scientists, and researchers and discusses fresh perspectives on problem solving in a range of research areas.

Editors and Affiliations

  • Jahangirnagar University, Dhaka, Bangladesh

    M. Shamim Kaiser

  • Mawlana Bhashani Science and Technology, Dhaka, Bangladesh

    Sajjad Waheed

  • National Institute for Materials Science, Tsukuba, Japan

    Anirban Bandyopadhyay

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • Amity University, Jaipur, India

    Kanad Ray

About the editors

Dr. M Shamim Kaiser is currently working as Professor at the Institute of Information Technology of Jahangirnagar University, Savar, Dhaka-1342, Bangladesh. He received his Bachelor's and Master's degrees in Applied Physics Electronics and Communication Engineering from the University of Dhaka, Bangladesh, in 2002 and 2004, respectively, and the Ph.D. degree in Telecommunication Engineering from the Asian Institute of Technology, Thailand, in 2010. His current research interests include data analytics, machine learning, wireless network & signal processing, cognitive radio network, big data and cybersecurity, renewable energy. He has authored more than 100 papers in different peer-reviewed journals and conferences. He is Associate Editor of the IEEE Access Journal, Guest Editor of Brain Informatics Journal, and Cognitive Computation Journal. Dr. Kaiser is Life Member of Bangladesh Electronic Society; Bangladesh Physical Society. He is also Senior Member of IEEE, USA and IEICE, Japan, and Active Volunteer of the IEEE Bangladesh Section. He is founding Chapter Chair of the IEEE Bangladesh Section Computer Society Chapter. Dr. Kaiser organized various international conferences such as ICEEICT 2015-2018, IEEE HTC 2017, IEEE ICREST 2018, and BI2020.

Sajjad Waheed received his M.Sc. in Computer Science and Engineering in 1999 and Ph.D. in Computer Engineering in 2013. He has been serving the Mawlana Bhashani Science and Technology University as Professor in the Department of Information and Communication Technology. He is currently Chairman of the Department of Information and Communication Technology and also Dean of the Faculty of Engineering. He has actively collaborated with numerous IT-related conferences in Bangladesh in the last few years.

Anirban Bandyopadhyay is Senior Scientist in the National Institute for Materials Science (NIMS), Tsukuba, Japan, has Ph.D. from Indian Association for the Cultivation of Science (IACS), Kolkata 2005,December, on supramolecular electronics, 2005–2007: is ICYS Research Fellow NIMS, Japan, 2007–now, Permanent Scientist in NIMS, Japan, has 10 patents on building artificial organic brain, big data, molecular bot, cancer & Alzheimer drug, fourth circuit element, etc., 2013–2014 is Visiting Scientist in MIT, USA, on biorhythms, World Technology Network, WTN Fellow, (2009-continued), Hitachi Science and Technology award 2010, Inamori Foundation award 2011–2012, Kurata Foundation Award, Inamori Foundation Fellow (2011-), and Sewa Society International SSS Fellow (2012-), Japan; SSI Gold medal (2017).

Dr. Mufti Mahmud is Senior Lecturer of Computing at the Nottingham Trent University, UK. He received Ph.D. degree in Information Engineering from University of Padova—Italy, in 2011. A recipient of the Marie-Curie postdoctoral fellowship, he served at various positions in the industry

and academia in India, Bangladesh, Italy, Belgium, and the UK since 2003. An expert in computational intelligence, data analysis, and big data technologies, Dr. Mahmud has published over 80 peer-reviewed articles and papers in leading journal and conferences. Dr. Mahmud serves as Associate Editor to the Cognitive Computation, IEEE Access, Big Data Analytics, and Brain Informatics journals. Dr. Mahmud is Senior Member of IEEE and ACM, Professional Member of the British Computer Society, and Fellow of the higher education academy—UK. During the year 2020–2021, he is serving as Vice Chair of the Intelligent System Application Technical Committee of IEEE CIS, Member of the IEEE CIS Task Force on Intelligence Systems for Health and the IEEE R8 Humanitarian Activities Subcommittee, and Project Liaison Officer of the IEEE UK and Ireland SIGHT committee. Dr. Mahmud is also serving as Local Organizing Chair of IEEE-WCCI2020; General Chair of BI2020 and BI2021, and Program Chair of IEEE-CICARE2020.

Kanad Ray (Senior Member, IEEE) received the M.Sc. degree in physics from Calcutta University and the Ph.D. degree in physics from Jadavpur University, West Bengal, India. He has been Professor of Physics and Electronics and Communication and is presently working as Head of the Department of Physics, Amity School of Applied Sciences, Amity University Rajasthan (AUR), Jaipur, India. His current research areas of interest include cognition, communication, electromagnetic field theory, antenna and wave propagation, microwave, computational biology, and applied physics. He has been serving as Editor for various Springer book series. He was Associate Editor of the Journal of Integrative Neuroscience (The Netherlands: IOS Press). He has been Visiting Professor to UTM & UTeM, Malyasia and visiting Scientist to NIMS, Japan. He has established MOU with UTeM Malaysia, NIMS Japan, and University of Montreal, Canada. He has visited several countries such as Netherlands, Turkey, China, Czechoslovakia, Russia, Portugal, Finland, Belgium, South Africa, Japan, Singapore, Thailand, and Malaysia for various academic missions. He has organized various conferences such as SoCPROS, SoCTA, ICOEVCI, and TCCE as General Chair and Steering Committee Member.

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