1st Edition
Hybrid Computational Intelligent Systems Modeling, Simulation and Optimization
Hybrid Computational Intelligent Systems – Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use, thereby enabling researchers to come up with novel breakthroughs in this ever-growing field.
Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, and human factors, along with the enhancement of the existing state of art in a high-performance computing setup. In addition, this book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation.
The volume also highlights novel applications for different engineering problems including signal and data processing, speech, image, sensor data processing, innovative intelligent systems, and swarm intelligent manufacturing systems.
Features:
- A self-contained approach to integrating the principles of hybrid computational ntelligence with system modeling and simulation
- Well-versed foundation of computational intelligence and its application to real life engineering problems
- Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject
- Effective modeling of hybrid intelligent systems forms the backbone of almost every operative system in real-life
- Proper simulation of real-time hybrid intelligent systems is a prerequisite for deriving any real-life system solution
- Optimized system modeling and simulation enable real-time and failsafe operations of the existing hybrid intelligent system solutions
- Information presented in an accessible way for researchers, engineers, developers, and practitioners from academia and industry working in all major areas and interdisciplinary areas of hybrid computational intelligence and communication systems to evolve human-centered modeling and simulations of real-time data-intensive intelligent systems.
Preface
Dedication
Editor’s Biography
Chapter 1
Creating ratings of agricultural universities based on their digital footprint
Victor Medennikov, Federal Research Center, Computer Science and Control of the Russian Academy of Sciences, Russia
Ludmila Muratova, VIAPI n.a. A.A. Nikonov - branch of the FSBSIFRC AESDRA VNIIESH, Russia
Sergey Salnikov, VIAPI n.a. A.A. Nikonov - branch of the FSBSIFRC AESDRA VNIIESH, Russia
Alexander Zatsarinny, Federal Research Center, Computer Science and Control of the Russian Academy of Sciences, Russia
Chapter 2
Mechatronic Complex’s Fuzzy System for Fixating Moving Objects
Maxim Bobyr, Southwest State University, Russia
Cristian Nolivos, Southwest State University, Russia
Natalia Milostnaya, Southwest State University, Russia
Sergey Gorbachev, National Research Tomsk State University, Russia
Alexander E. Arkhipov, Southwest State University, Russia
Chapter 3
Quad Sensor-based Soil-Moisture Prediction using Machine Learning
Anirbit Sengupta, Dr. Sudhir Chandra Sur Institute of Technology and Sports Complex, Kolkata, India
Sayantani Ghosh, University of Calcutta, Technology Campus, Kolkata, India
Anwesha Mukherjee, Mahishadal Raj College, Mahishadal, India
Abhijit Das, RCC Institute of Information Technology, Kolkata, India
Debashis De, Maulana Abul Kalam Azad University of Technology, Kolkata, India
Chapter 4
Stability Analysis for a Diffusive Ratio-dependent Predator-prey Model involving two Delays
Yanxia Zhang, Chongqing University of Education, China
Long Li, Chongqing University of Education, China
Chapter 5
Analysis and Prediction of Physical Fitness Test Data of College Students Based on Grey Model
Rui Jiang, Chongqing University of Education, China
Chengxiang Shi, Chongqing University of Education, China
Chapter 6
Analysis and Research on Book Borrowing Tendency Based on Apriori Algorithm
Yan Ma, Chongqing University of Education, China
Chengxiang Shi, Chongqing University of Education, China
Rui Jiang, Chongqing University of Education, China
Xiaoqing Li, Chongqing University of Education, China
Fangfang Chen, Chongqing University of Education, China
Chapter 7
Performance Evaluation of Cargo Inspection Systems with the Function of Materials Recognition
Sergey Osipov, Tomsk Polytechnic University, Tomsk, Russia
Andrey Batranin, Tomsk Polytechnic University, Tomsk, Russia
Sergei Chakhlov, Tomsk Polytechnic University, Tomsk, Russia
Sergey Gorbachev, Tomsk State University, Tomsk, Russia
Chapter 8
Automated Medical Report Generation on Chest X-Ray Images using Co-Attention mechanism
Rahul Sai R. S., VIT Vellore, India
Sharmila Banu K., VIT Vellore, India
B. K. Tripathy, VIT Vellore, India
Chapter 9
An Energy Efficient Secured Arduino based Home Automation using Android Interface
Arghya Dasgupta, DR. B. C. Roy Engineering College Durgapur, India
Souvik Roy, DR. B. C. Roy Engineering College Durgapur, India
Sunetra Mukherjee, DR. B. C. Roy Engineering College Durgapur, India
Shuvam Kabiraj, DR. B. C. Roy Engineering College Durgapur, India
Pulakesh Roy, UIT, The University of Burdwan, Burdwan, India
Arindam Biswas, Kazi Nazrul University Asansol, India
Rajib Banerjee, DR. B. C. Roy Engineering College Durgapur, India
Chapter 10
A Multithreaded Android App to Notify Available `CoWIN’ Vaccination Slots to Multiple Recipients
Sudipta Saha, Maulana Abul Kalam Azad University of Technology, Kolkata, India
Saikat Basu, Maulana Abul Kalam Azad University of Technology, Kolkata, India
Koushik Majumder, Maulana Abul Kalam Azad University of Technology, Kolkata, India
Debashish Chakravarty, Indian Institute of Technology, Kharagpur, India
Chapter 11
Binary MMBAIS for Feature Selection Problem
Hema Banati, Dyal Singh College, University of Delhi, New Delhi, India
Asha Yadav, University of Delhi, New Delhi, India
Chapter 12
Audio to Indian Sign Language Interpreter (AISLI) using Machine Translation and NLP Techniques
Nivedita, VIT Vellore, India
B. K. Tripathy, VIT Vellore, India
Chapter 13
Fragile Medical Image Watermarking using Auto-generated Adaptive Key based Encryption
Subhrajit Sinha Roy, RCC Institute of Information Technology, Kolkata, India
Abhishek Basu, RCC Institute of Information Technology, Kolkata, India
Avik Chattopadhyay, University of Calcutta, Kolkata, India
Chapter 14
Designing of a Solution Model for Global Warming and Climate Change using Machine Learning and Data Engineering Techniques
Soumit Roy, Analytics Presales and Solution Practice Lead, Jade Global, Chicago, USA
Rik Das, Xavier Institute of Social Service, Ranchi, Jharkhand, India
Rupal Bhargava, upGrad Education Pvt. Ltd., Mumbai, India
Ayush Gupta, Cooch Behar Govt. Engineering College, West Bengal, India
Sourav De, Cooch Behar Govt. Engineering College, West Bengal, India
Chapter 15
Human Age Estimation using sit-to-stand exercise Data-driven Decision Making by Neural Network
Susmita Das, Narula Institute of Technology, Kolkata, India
Dalia Nandi, Indian Institute of Information Technology Kalyani, Kalyani, India
Biswarup Neogi, JIS College of Engineering, Kalyani, India
Debashis De, Maulana Abul Kalam Azad University of Technology, Kolkata, India
Chapter 16
Feature Based Suicide Ideation Detection from Twitter Data Using Machine Learning Techniques
Dhrubasish Sarkar, Amity University Kolkata, India
Poulomi Samanta, Amity University Kolkata, India
Piyush Kumar, Amity University Kolkata, India
Moumita Chatterjee, Aliah University, Kolkata, India
Chapter 17
Analyzing the role of Indian Media during the second wave of COVID using Topic Modeling
Anchal N G, Christ University, Bangalore, India
Akshay Sriram, Christ University, Bangalore, India
Jitin Jain Mathew, Christ University, Bangalore, India
Lakshmi Shankar Iyer, Christ University, Bangalore, India
Tripti Mahara, Christ University, Bangalore, India
Chapter 18
Hardware Efficient FIR Filter Design using Fast Converging Flower Pollination Algorithm - A Case Study of denoising PCG Signal
Poulami Das, K. C. College of Engineering and Management Studies and Research, Thane, India
Avishek Ray, K. C. College of Engineering and Management Studies and Research, Thane, India
Chapter 19
Voice Recognition System Using Deep Learning
Sudershan Sridhar, VIT Vellore, India
Sharmila Banu K., VIT Vellore, India
B. K. Tripathy, VIT Vellore, India
Chapter 20
Modified Harris Hawk Optimization Algorithm for Multi-level Image Thresholding
Soumyaratna Debnath, Cooch Behar Government Engineering College, Cooch Behar, India Abhirup Deb, Cooch Behar Government Engineering College, Cooch Behar, India
Sourav De, Cooch Behar Government Engineering College, Cooch Behar, India
Sandip Dey, Sukanta Mahavidyalaya, Dhupguri, India
Chapter 21
An automatic probabilistic framework for detection and segmentation of tumor in brain MRI images
K. Bhima, B. V. Raju Institute of Technology, Narsapur, India
A. Jagan, B. V. Raju Institute of Technology, Narsapur, India
K. Dasaradh Ramaiah, B. V. Raju Institute of Technology, Narsapur, India
Chapter 22
Comparative Study of Generative Adversarial Networks for Sensor Data Generation based Remaining Useful Life Classification
Anindya Chatterjee, Siemens Technology Services Pvt. Ltd., India
Indrajit Kar, Siemens Technology Services Pvt. Ltd., India
Rik Das, Siemens Technology Services Pvt. Ltd., India
Sudipta Mukhopadhyay, Siemens Technology Services Pvt. Ltd., India
Jaiyesh Chahar, Siemens Technology Services Pvt. Ltd., India
Chapter 23
Towards a Framework for Implementation of Quantum-Inspired Evolutionary Algorithm on Noisy Intermediate Scale Quantum Devices (IBMQ) for Solving Knapsack Problems
Ravi Saini, Amity University Noida, India
Ashish Mani, Amity University Noida, India
M. S. Prasad, Amity University Noida, India
Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
Biography
Siddhartha Bhattacharyya is currently serving as the Principal of Rajnagar Mahavidyalaya, Rajnagar, Birbhum, India. He has been inducted into the People of ACM hall of fame by ACM, the USA in 2020. He has been elected as a full foreign member of the Russian Academy of Natural Sciences. He has been elected as a full fellow of The Royal Society for Arts, Manufactures and Commerce (RSA), London, UK. 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. His research interests include hybrid intelligence, pattern recognition, multimedia data processing, social networks, and quantum computing.
