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Cognitive Informatics and Soft Computing

Proceeding of CISC 2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Pradeep Kumar Mallick

    1. School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India

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  2. Akash Kumar Bhoi

    1. Department of Electrical and Electronics Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Majitar, India

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  3. Gonçalo Marques

    1. Polytechnic of Coimbra, ESTGOH, Rua General Santos Costa, Oliveira do Hospital, Portugal

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  4. Victor Hugo C. de Albuquerque

    1. Graduate Program on Teleinformatics Engineering, Federal University of Ceará, Fortaleza/CE, Brazil

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  • Presents recent research in cognitive informatics and soft computing
  • Discusses the outcomes of ICCISC 2020, held in Balasore, India
  • Serves as a reference resource for researchers and practitioners in academia and industry

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1317)

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Table of contents (80 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. A Hybrid Face Recognition Scheme in a Heterogenous and Cluttered Environment

    • R. R. Khansama, R. Priyadarshini, S. K. Bisoyi, Pradeep Kumar Mallick, R. K. Barik
    Pages 1-13

  3. Smart Critical Patient Care System with Doctor and Bystander Support with Wireless Sensor Network Using IoT and Intelligent Recommender Algorithm

    • Praveen C. Menon, P. R. Bipin, G. K. Ragesh, P. V. Rao
    Pages 15-30

  4. IoT-Enabled Toxic Gas Detection and Alarming System Using Wireless Sensor Network with TAGDS Smart Algorithm

    • Praveen C. Menon, P. R. Bipin, P. V. Rao
    Pages 31-41

  5. A Deep Neural Network Model for Effective Diagnosis of Melanoma Disorder

    • Pradeep Kumar Mallick, Sushruta Mishra, Bibhu Prasad Mohanty, Sandeep Kumar Satapathy
    Pages 43-51

  6. Sentiment Analysis and Evaluation of Movie Reviews Using Classifiers

    • Pradeep Kumar Mallick, Priyom Dutta, Sushruta Mishra, Manoj Kumar Mishra
    Pages 53-59

  7. Risk Factors Analysis for Real Estate Price Prediction Using Regression Approach

    • Piyush Ranjan, Sushruta Mishra
    Pages 61-72

  8. A Support Vector Machine Approach for Effective Bicycle Sharing in Urban Zones

    • Saurabh Suman, Sushruta Mishra, Hrudaya Kumar Tripathy
    Pages 73-83

  9. Biosensor for Stress Detection Using Machine Learning

    • Arijit Dutta, Hrudaya Kumar Tripathy, Arghyadeep Sen, Luina Pani
    Pages 85-97

  10. An Accurate Automatic Traffic Signal Detector Using CNN Model

    • Ankush Sinha Roy, Lambodar Jena, Pradeep Kumar Mallick
    Pages 99-108

  11. Classification of Arrhythmia Through Heart Rate Variability Using Logistic Regression

    • K. Srikanth, Md. Ruhul Islam
    Pages 109-124

  12. U-INS: An Android-Based Navigation System

    • Suprava Ranjan Laha, Sushil Kumar Mahapatra, Saumendra Pattnaik, Binod Kumar Pattanayak, Bibudhendu Pati
    Pages 125-132

  13. LSTM-Based Cardiovascular Disease Detection Using ECG Signal

    • Adyasha Rath, Debahuti Mishra, Ganapati Panda
    Pages 133-142

  14. Network Intrusion Detection Using Genetic Algorithm and Predictive Rule Mining

    • Utsha Sinha, Aditi Gupta, Deepak Kumar Sharma, Aarti Goel, Deepak Gupta
    Pages 143-156

  15. A Comparison of Different Methodologies for Predicting Forest Fires

    • Kajol R. Singh, K. P. Neethu, K. Madhurekaa, A. Harita, Pushpa Mohan
    Pages 157-166

  16. Isolated Converters as LED Drivers

    • Sumukh Surya, R. Srividya
    Pages 167-179

  17. Fractional Order Elliptic Filter Implemented Using Optimization Technique

    • Ashu Soni, Maneesha Gupta
    Pages 181-193

  18. Energy-Efficient MPLS-MANET Using Ant Colony Optimization and Harmony Search Algorithm

    • B. J. Ambika, M. K. Banga
    Pages 195-209

  19. Performance Evaluation of Novel Feature Selection Method for Classification of Diabetic Drugs Based on Twitter Data Using SVM Algorithm

    • S. Radha Priya, M. Devapriya
    Pages 211-227

  20. Enhancing Periodic Storage Performance in IoT-Based Waste Management

    • S. Pavan Kumar, D. Naveen Kumar, M. Nishanth, Omkar Shrenik Khot, P. I. Basarkod
    Pages 229-246
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Keywords

About this book

This book presents best selected research papers presented at the 3rd International Conference on Cognitive Informatics and Soft Computing (CISC 2020), held at Balasore College of Engineering & Technology, Balasore, Odisha, India, from 12 to 13 December 2020. It highlights, in particular, innovative research in the fields of cognitive informatics, cognitive computing, computational intelligence, advanced computing, and hybrid intelligent models and applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of computer science, artificial intelligence, cybernetics, automation control theory, and software engineering.


Editors and Affiliations

  • School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India

    Pradeep Kumar Mallick

  • Department of Electrical and Electronics Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Majitar, India

    Akash Kumar Bhoi

  • Polytechnic of Coimbra, ESTGOH, Rua General Santos Costa, Oliveira do Hospital, Portugal

    Gonçalo Marques

  • Graduate Program on Teleinformatics Engineering, Federal University of Ceará, Fortaleza/CE, Brazil

    Victor Hugo C. de Albuquerque

About the editors

Dr. Pradeep Kumar Mallick is currently working as Senior Associate Professor in the School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Odisha, India. He has also served as Professor and Head of the Department of Computer Science and Engineering, Vignana Bharathi Institute of Technology, Hyderabad. He has completed his Postdoctoral Fellow (PDF) from Kongju National University South Korea, Ph.D. from Siksha Ó’ Anusandhan University, M.Tech. (CSE) from Biju Patnaik University of Technology (BPUT), and MCA from Fakir Mohan University Balasore, India. Besides academics, he is also involved in various administrative activities, a member of Board of Studies to C. V. Raman Global University Bhubaneswar, a member of Doctoral Research Evaluation Committee, Admission Committee, etc. His area of research includes algorithm design and analysis, and data mining, image processing, soft computing, and machine learning. Now, heis an editorial member of Korean Convergence Society for SMB. He has published 13 edited books, 1 textbook, and more than 100 research papers in national and international journals and conference proceedings to his credit. He is currently editing several books with Springer Nature, Elsevier and Routledge & CRC Press. He is also serving as Guest editor for special issues of the journal like Springer Nature, Elsevier  and Inderscience 

Dr. Akash Kumar Bhoi has completed his B.Tech. (Biomedical Engineering) from Trident Academy of Technology, BPUT University, Odisha, and M.Tech. (Biomedical Instrumentation) from Karunya University, Coimbatore in the year 2009 and 2011, respectively. He received his Ph.D. from Sikkim Manipal University, India, in 2019. He is working as Assistant Professor (Research) in the Department of Electrical and Electronics Engineering at Sikkim Manipal Institute of Technology (SMIT), India, since 2012. He is a University Ph.D.Course Coordinator for “Research & Publication Ethics (RPE).” He is a member of IEEE, ISEIS, and IAENG, an associate member of IEI, UACEE, and an editorial board member reviewer of Indian and international journals. He is also a regular reviewer of repute journals, namely IEEE, Springer, Elsevier, Taylor and Francis, Inderscience, etc. His research areas are Biomedical Technologies, the Internet of Things, Computational Intelligence, Antenna, Renewable Energy. He has published several papers in national and international journals and conferences. He has 90+ documents registered in the Scopus database by the year 2020. He has also served on numerous organizing panels for international conferences and workshops. He is currently editing several books with Springer Nature, Elsevier and Routledge & CRC Press. He is also serving as Guest editor for special issues of the journal like Springer Nature and Inderscience.

 

 

Gonçalo Marques holds a PhD in Computer Science Engineering and is member of the Portuguese Engineering Association (Ordem dos Engenheiros). He is currently working as Assistant Professor lecturing courses on multimedia and database systems. Furthermore, he worked as a Software Engineer in the Innovation and Development unit of Groupe PSA automotive industry from 2016 to 2017 and in the IBM group from 2018 to 2019. His current research interests include Internet of Things, Enhanced Living Environments, machine learning, e-health, telemedicine, medical and healthcare systems, indoor air quality monitoring and assessment, and wireless sensor networks. He has more than 60 publications in international journals and conferences, is a frequent reviewer of journals and international conferences and is also involved in several edited book projects.

 

Victor Hugo C. de Albuquerque [M’17, SM’19] is a collaborator Professor and senior researcher at the Graduate Program on Teleinformatics Engineering at the Federal University of Ceará, Brazil, and at the Graduate Program on Telecommunication Engineering, Federal Institute of Education, Science and Technology of Ceará, Fortaleza/CE, Brazil. He has a Ph.D. in Mechanical Engineering from the Federal University of Paraíba (UFPB, 2010), an M.Sc. in Teleinformatics Engineering from the Federal University of Ceará (UFC, 2007), and he graduated in Mechatronics Engineering at the Federal Center of Technological Education of Ceará (CEFETCE, 2006). He is a specialist, mainly, in Image Data Science, IoT, Machine/Deep Learning, Pattern Recognition, Robotic.

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