Hybrid Computational Intelligent Systems : Modeling, Simulation and Optimization

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Hybrid Computational Intelligent Systems : Modeling, Simulation and Optimization

  • 著者名:Bhattacharyya, Siddhartha (EDT)
  • 価格 ¥11,320 (本体¥10,291)
  • CRC Press(2023/05/03発売)
  • ポイント 102pt (実際に付与されるポイントはご注文内容確認画面でご確認下さい)
  • 言語:ENG
  • ISBN:9781032463292
  • eISBN:9781000862058

ファイル: /

Description

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.

Table of Contents

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

 

 

 

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