Proceedings of International Conference on Trends in Computational and Cognitive Engineering

1. Front Matter

   Pages i-xx

   PDF

2. Artificial Intelligence and Soft Computing

   1. Front Matter

      Pages 1-1

      PDF

   2. Bangla Real-Word Error Detection and Correction Using Bidirectional LSTM and Bigram Hybrid Model

      • Mir Noshin Jahan, Anik Sarker, Shubra Tanchangya, Mohammad Abu Yousuf

      Pages 3-13

   3. Quantitative Analysis of Deep CNNs for Multilingual Handwritten Digit Recognition

      • Mohammad Reduanul Haque, Md. Gausul Azam, Sarwar Mahmud Milon, Md. Shaheen Hossain, Md. Al-Amin Molla, Mohammad Shorif Uddin

      Pages 15-25

   4. Performance Analysis of Machine Learning Approaches in Software Complexity Prediction

      • Sayed Moshin Reza, Md. Mahfujur Rahman, Hasnat Parvez, Omar Badreddin, Shamim Al Mamun

      Pages 27-39

   5. Bengali Abstractive News Summarization (BANS): A Neural Attention Approach

      • Prithwiraj Bhattacharjee, Avi Mallick, Md. Saiful Islam, Marium-E-Jannat

      Pages 41-51

   6. Application of Feature Engineering with Classification Techniques to Enhance Corporate Tax Default Detection Performance

      • Md. Shahriare Satu, Mohammad Zoynul Abedin, Shoma Khanom, Jamal Ouenniche, M. Shamim Kaiser

      Pages 53-63

   7. PRCMLA: Product Review Classification Using Machine Learning Algorithms

      • Shuvashish Paul Sagar, Khondokar Oliullah, Kazi Sohan, Md. Fazlul Karim Patwary

      Pages 65-75

   8. Handwritten Bangla Character Recognition Using Deep Convolutional Neural Network: Comprehensive Analysis on Three Complete Datasets

      • M. Mashrukh Zayed, S. M. Neyamul Kabir Utsha, Sajjad Waheed

      Pages 77-87

   9. Handwritten Bangla Character Recognition Using Convolutional Neural Network and Bidirectional Long Short-Term Memory

      • Jasiya Fairiz Raisa, Maliha Ulfat, Abdullah Al Mueed, Mohammad Abu Yousuf

      Pages 89-101

   10. Bangla Text Generation Using Bidirectional Optimized Gated Recurrent Unit Network

       • Nahid Ibne Akhtar, Kh. Mohimenul Islam Shazol, Rifat Rahman, Mohammad Abu Yousuf

       Pages 103-112

   11. An ANN-Based Approach to Identify Smart Appliances for Ambient Assisted Living (AAL) in the Smart Space

       • Mohammad Helal Uddin, Mohammad Nahid Hossain, S.-H. Yang

       Pages 113-123

   12. Anonymous Author Identifier Using Machine Learning

       • Sabrina Jesmin, Rahul Damineni

       Pages 125-131

   13. A Machine Learning Approach to Predict Events by Analyzing Bengali Facebook Posts

       • Noyon Dey, Motahara Sabah Mredula, Md. Nazmus Sakib, Muha. Nishad Islam, Md. Sazzadur Rahman

       Pages 133-143

3. Cognitive Science and Computational Biology

   1. Front Matter

      Pages 145-145

      PDF

   2. Gaze Movement’s Entropy Analysis to Detect Workload Levels

      • Sergio Mejia-Romero, Jesse Michaels, J. Eduardo Lugo, Delphine Bernardin, Jocelyn Faubert

      Pages 147-154

   3. A Comparative Study Among Segmentation Techniques for Skin Disease Detection Systems

      • Md. Al Mamun, Mohammad Shorif Uddin

      Pages 155-167

   4. Thermomechanism: Snake Pit Membrane

      • Pushpendra Singh, Kanad Ray, Preecha Yupapin, Ong Chee Tiong, Jalili Ali, Anirban Bandyopadhyay

      Pages 169-179

   5. Sentiment Analysis on Bangla Text Using Long Short-Term Memory (LSTM) Recurrent Neural Network

      • Afrin Ahmed, Mohammad Abu Yousuf

      Pages 181-192

   6. Comparative Analysis of Different Classifiers on EEG Signals for Predicting Epileptic Seizure

      • M. K. Sharma, K. Ray, P. Yupapin, M. S. Kaiser, C. T. Ong, J. Ali

      Pages 193-204

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 International Conference on Trends in Computational and Cognitive Engineering (TCCE 2020). 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.

• Artificial Intelligence and Soft Computing
• Cognitive Science and Computational Biology
• IoT and Data Analytics
• Network and Security
• Signal Processing, Computer Vision & Rhythm Engineering
• TCCE 2020

• Jahangirnagar University, Dhaka, Bangladesh

  M. Shamim Kaiser

• National Institute for Materials Science, Tsukuba, Japan

  Anirban Bandyopadhyay

• Nottingham Trent University, Nottingham, UK

  Mufti Mahmud

• Amity University, Jaipur, India

  Kanad Ray

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 cyber security, and 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, and Guest Editor of Brain Informatics Journal, and Cognitive Computation Journal. Dr. Kaiser is a life member of Bangladesh Electronic Society; BangladeshPhysical Society. He is also a senior member of IEEE, USA, and IEICE, Japan, and an 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

 

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

 

Dr. Mufti Mahmud is Senior Lecturer of Computing at the Nottingham Trent University, UK. He received Ph.D. degree in Information Engineering from the 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 journals and conferences. Dr. Mahmud serves as Associate Editor to the Cognitive Computation, IEEE Access, Big Data Analytics, and Brain Informatics journals. Dr. Mahmud is a senior member of IEEE and ACM, a 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, a 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, Malaysia, and Visiting Scientist to NIMS, Japan. He has established MOU with UTeM Malaysia, NIMS Japan, and the 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 a steering committee member.   

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