Hybrid Computational Intelligent Systems

Modeling, Simulation and Optimization

Siddhartha Bhattacharyya

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English

CRC Press
03 May 2023

Electrical engineering; Automatic control engineering; WAP (wireless) technology; Artificial intelligence; Image processing

Series: Quantum Machine Intelligence

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.

Edited by: Siddhartha Bhattacharyya
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 793g
ISBN: 9781032393025
ISBN 10: 1032393025
Series: Quantum Machine Intelligence
Pages: 366
Publication Date: 03 May 2023
Audience: College/higher education , Primary
Format: Hardback
Publisher's Status: Active

Chapter 1 Creating ratings of agricultural universities based on their digital footprint Chapter 2 Mechatronic Complex’s Fuzzy System for Fixating Moving Objects Chapter 3 Quad Sensor-based Soil-Moisture Prediction using Machine Learning Chapter 4 Stability Analysis for a Diffusive Ratio-dependent Predator-prey Model involving two Delays Chapter 5 Analysis and Prediction of Physical Fitness Test Data of College Students Based on Grey Model Chapter 6 Analysis and Research on Book Borrowing Tendency Based on Apriori Algorithm Chapter 7 Performance Evaluation of Cargo Inspection Systems with the Function of Materials Recognition Chapter 8 Automated Medical Report Generation on Chest X-Ray Images using Co-Attention mechanism Chapter 9 An Energy Efficient Secured Arduino based Home Automation using Android Interface Chapter 10 A Multithreaded Android App to Notify Available `CoWIN’ Vaccination Slots to Multiple Recipients Chapter 11 Binary MMBAIS for Feature Selection Problem Chapter 12 Audio to Indian Sign Language Interpreter (AISLI) using Machine Translation and NLP Techniques Chapter 13 Fragile Medical Image Watermarking using Auto-generated Adaptive Key based Encryption Chapter 14 Designing of a Solution Model for Global Warming and Climate Change using Machine Learning and Data Engineering Techniques Chapter 15 Human Age Estimation using sit-to-stand exercise Data-driven Decision Making by Neural Network Chapter 16 Feature Based Suicide Ideation Detection from Twitter Data Using Machine Learning Techniques Chapter 17 Analyzing the role of Indian Media during the second wave of COVID using Topic Modeling Chapter 18 Hardware Efficient FIR Filter Design using Fast Converging Flower Pollination Algorithm - A Case Study of denoising PCG Signal Chapter 19 Voice Recognition System Using Deep Learning Chapter 20 Modified Harris Hawk Optimization Algorithm for Multi-level Image Thresholding Chapter 21 An automatic probabilistic framework for detection and segmentation of tumor in brain MRI images Chapter 22 Comparative Study of Generative Adversarial Networks for Sensor Data Generation based Remaining Useful Life Classification Chapter 23 Towards a Framework for Implementation of Quantum-Inspired Evolutionary Algorithm on Noisy Intermediate Scale Quantum Devices (IBMQ) for Solving Knapsack Problems

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.