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

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.