Recent Trends in Computational Intelligence Enabled Research

Recent Trends in Computational Intelligence Enabled Research

Theoretical Foundations and Applications

1st Edition - July 31, 2021

Write a review

  • Editors: Siddhartha Bhattacharyya, Paramartha Dutta, Debabrata Samanta, Anirban Mukherjee, Indrajit Pan
  • Paperback ISBN: 9780128228449
  • eBook ISBN: 9780323851794

Purchase options

Purchase options
Available
DRM-free (PDF)
Sales tax will be calculated at check-out

Institutional Subscription

Free Global Shipping
No minimum order

Description

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few.   Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. 

Key Features

  • Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques
  • Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence
  • Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques

Readership

Researchers, professionals, and graduate students in computer science & engineering, bioinformatics, and electrical engineering

Table of Contents

    1. Optimization in the sensor cloud: Taxonomy, challenges, and survey
    2. Computational intelligence techniques for localization and clustering in wireless sensor
    3. Computational intelligent techniques for resource management schemes in wireless sensor networks
    4. Swarm intelligence based MSMOPSO for optimization of resource provisioning in Internet of Things
    5. DNA-based authentication to access internet of things-based healthcare data
    6. Computational intelligence techniques for cancer diagnosis
    7. Security and privacy in the internet of things: computational intelligent techniques-based approaches
    8. Automatic enhancement of coronary arteries using convolutional gray-level templates and path-based metaheuristics
    9. Smart city development: Theft handling of public vehicles using image analysis and cloud network
    10. Novel detection of cancerous cells through an image segmentation approach using principal component analysis
    11. Classification of the operating spectrum for the RAMAN amplifier embedded optical communication system using soft computing techniques
    12. Random walk elephant swarm water search algorithm for identifying order-preserving submatrices in gene expression data: a new approach using elephant swarm water search algorithm
    13. Geopositioning of fog nodes based on user device location and framework for game theoretic applications in an fog to cloud network
    14. A wavelet-based low frequency prior for single-image dehazing
    15. Segmentation of retinal blood vessel structure based on statistical distribution of the area of isolated objects
    16. Energy-efficient rendezvous point-based routing in wireless sensor network with mobile sink
    17. An integration of handcrafted features for violent event detection in videos
    18. Deep learning-based diabetic retinopathy detection for multiclass imbalanced data
    19. Internet of Things e-health revolution: secured transmission of homeopathic e-medicines through chaotic key formation
    20. Smart farming and water saving-based intelligent irrigation system implementation using the Internet of Things
    21. Intelligent and smart enabling technologies in advanced applications: recent trends
    22. Leveraging technology for healthcare and retaining access to personal health data to enhance personal health and well-being
    23. Enhancement of foveolar architectural changes in gastric endoscopic biopsies

Product details

  • No. of pages: 418
  • Language: English
  • Copyright: © Academic Press 2021
  • Published: July 31, 2021
  • Imprint: Academic Press
  • Paperback ISBN: 9780128228449
  • eBook ISBN: 9780323851794

About the Editors

Siddhartha Bhattacharyya

Siddhartha Bhattacharyya [FRSA, FIET (UK), FIEI, FIETE, LFOSI, SMIEEE, SMACM, SMIETI, LMCSI, LMISTE] is currently the Principal of Rajnagar Mahavidyalaya, Birbhum, India. Prior to this, he was a Professor at CHRIST (Deemed to be University), Bangalore, India. He also served as the Principal of RCC Institute of Information Technology, Kolkata, India. He has served VSB Technical University of Ostrava, Czech Republic as a Senior Research Scientist. He is the recipient of several coveted national and international awards. He received the Honorary Doctorate Award (D. Litt.) from the University of South America and the SEARCC International Digital Award ICT Educator of the Year in 2017. He was appointed as the ACM Distinguished Speaker for the tenure 2018-2020. He has been appointed as the IEEE Computer Society Distinguished Visitor for the tenure 2021-2023. He is a co-author of 6 books and the co-editor of 75 books and has more than 300 research publications in international journals and conference proceedings to his credit.

Affiliations and Expertise

Principal, Rajnagar Mahavidyalaya, Birbhum, India

Paramartha Dutta

Dr. Paramartha Dutta did his Bachelors and Masters in Statistics from the Indian Statistical Institute, Calcutta in the years 1988 and 1990 respectively. He afterwards completed his Master of Technology in Computer science from the same Institute in the year 1993 and Doctor of Philosophy in Engineering from the Bengal Engineering and Science University, Shibpur in 2005 respectively. He has served in the capacity of research personnel in various projects funded by Govt. of India, which include DRDO, CSIR, Indian Statistical Institute, Calcutta etc. Dr. Dutta is now a Professor in the Department of Computer and system Sciences of the Visva Bharati University, West Bengal, India. Prior to this, he served Kalyani Government Engineering College and College of Engineering in West Bengal as full time faculty members. He has coauthored four books and has also one edited book to his credit. He has published

about hundred fifty papers in various journals and conference proceedings, both international and national. Presently, he is supervising four students for their Ph. D program registered with Visva Bharati University and West Bengal University of Technology. Dr. Dutta is a Life Fellow of the Optical Society of India (OSI), Computer Society of India (CSI), Indian Science Congress Association (ISCA), Indian Society for Technical Education (ISTE), Indian Unit of Pattern Recognition and Artificial Intelligence (IUPRAI) - the Indian affiliate of the International Association for Pattern Recognition (IAPR), Senior Member of Associated Computing Machinery (ACM), IEEE Computer Society, USA and IACSIT.

Affiliations and Expertise

Visva Bharati University, West Bengal, India

Debabrata Samanta

Debabrata Samanta is presently working as an Assistant Professor in the Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India. In addition to the responsibility, he is currently the Coordinator, IPR Cell, CHRIST (Deemed to be University) since December 2019. He obtained his PhD in Computer Science and Engineering from National Institute of Technology, Durgapur, India, in the area of SAR Image Processing. He is keenly interested in Interdisciplinary Research and Development and has experience spanning fields of SAR Image Analysis, Video surveillance, Heuristic algorithm for Image Classification, Deep Learning Framework for Detection and Classification, Blockchain, Statistical Modelling, Wireless Adhoc Network, Natural Language Processing, and V2I Communication. He has successfully completed six Consultancy Projects. He has received funding under International Travel Support Scheme in 2019 for attending a conference in Thailand. He has received travel grants for being a speaker in conferences, seminars etc. for two years from July 2019.

Affiliations and Expertise

Assistant Professor, Department of Computer Science, CHRIST University, Bangalore, India

Anirban Mukherjee

Dr. Anirban Mukherjee did his Bachelors in Civil Engineering in 1994 from Jadavpur University, Kolkata. While in service he achieved a professional Diploma in Operations Management (PGDOM) in 1998 and completed his PhD on ‘Automatic Diagram Drawing based on Natural Language Text Understanding’ from Indian Institute of Engineering, Science and Technology (IIEST), Shibpur in 2014. Serving RCC Institute of Information Technology (RCCIIT), Kolkata since inception (in 1999), he is currently an Associate Professor and Head of the Department of Engineering Science & Management at RCCIIT. Before joining RCCIIT he served as an Engineer in the Scientific & Technical Application Group in erstwhile RCC, Calcutta for 6 years. His research interest includes Computer Graphics, Computational Intelligence, Optimization and Assistive Technology. He has co-authored two UG engineering textbooks: one on ‘Computer Graphics and Multimedia’ and another on ‘Engineering Mechanics’. He has also co-authored more than 18 books on Computer Graphics/Multimedia for distance learning courses BBA/MBA/BCA/MCA/B.Sc (Comp. Sc.)/M.Sc (IT) of different Universities of India. He has international journal, book chapters and conference papers to his credit. He is on the editorial board of the International Journal of Ambient Computing and Intelligence (IJACI).

Affiliations and Expertise

RCC Institute of Information Technology, Kolkata, India

Indrajit Pan

Dr. Indrajit Pan, Associate Professor, Department of Information Technology, RCC Institute of Information Technology, Kolkata, India

Affiliations and Expertise

RCC Institute of Information Technology, Kolkata, India

Ratings and Reviews

Write a review

There are currently no reviews for "Recent Trends in Computational Intelligence Enabled Research"