Handbook of intelligent computing and optimization for sustainable development
by
Manshahia, Mukhdeep Singh, editor.
Title
:
Handbook of intelligent computing and optimization for sustainable development
Author
:
Manshahia, Mukhdeep Singh, editor.
ISBN
:
9781119792642
9781119792628
Physical Description
:
1 online resource.
Series
:
Sustainable computing and optimization
Sustainable computing and optimization.
Contents
:
Intelligent Computing and Applications. Assessing Mental Workload Using Eye Tracking Technology and Deep Learning Models / Souvik Das, Kintada Prudhvi, J Maiti -- Artificial Neural Networks in DNA Computing and Implementation of DNA Logic Gates / Mandrita Mondal, Kumar S Ray -- Intelligent Garment Detection Using Deep Learning / Aniruddha Srinivas Joshi, Savyasachi Gupta, Goutham Kanahasabai, Earnest Paul Ijjina -- Intelligent Computing on Complex Numbers for Cryptographic Applications / Ni Ni Hla, Tun Myat Aung -- Application of Machine Learning Framework for Next-Generation Wireless Networks: Challenges and Case Studies / Satyendra Singh Yadav, Shrishail Hiremath, Pravallika Surisetti, Vijay Kumar, Sarat Kumar Patra -- Designing of Routing Protocol for Crowd Associated Networks (CrANs) / Rabia Bilal, Bilal Muhammad Khan -- Application of Group Method of Data Handling-Based Neural Network (GMDH-NN) for Forecasting Permeate Flux (%) of Disc-Shaped Membrane / Anirban Banik, Mrinmoy Majumder, Sushant Kumar Biswal, Tarun Kanti Bandyopadhyay -- Automated Extraction of Non-Functional Requirements From Text Files: A Supervised Learning Approach / M Sunil Kumar, A Harika, C Sushama, P Neelima -- Image Classification by Reinforcement Learning With Two-State Q-Learning / Abdul Mueed Hafiz -- Design and Development of Neural-Fuzzy Control Model for Computer-Based Control Systems in a Multivariable Chemical Process / Pankaj Mohindru, Pooja, Vishwesh Akre -- Artificial Neural Network in the Manufacturing Sectors / Navriti Gupta -- Speech-Based Multilingual Translation Framework / Saloni, Williamjeet Singh -- Text Summarization: A Technical Overview and Research Perspectives / Korrapati Sindhu, Karthick Seshadri -- Democratizing Sentiment Analysis of Twitter Data Using Google Cloud Platform and BigQuery / Sitendra Tamrakar, B K Madhavi, V Mohan -- A Review of Topic Modeling and Its Application / R Sandhiya, A M Boopika, M Akshatha, S V Swetha, N M Hariharan -- Optimization. ROC Method for Identifying the Optimal Threshold With an Application to Email Classification / Oluwafunmibi O Fasanya, Adetola A Adediran, Olusegun S Ewemooje, Femi B Adebola -- Optimal Inventory System in a Urea Bagging Industry / C Vijayalakshmi, R Subramani, N Anitha -- Design of a Mixed Integer Linear Programming Model for Optimization of Supply Chain of a Single Product With Disruption Scenario / C Vijayalakshmi -- Development of Base Tax Liability Insurance Premium Calculator for the South African Construction Industry-A Machine Learning Approach / Blanche Mabusela-Motsosi, Senzosenkosi Myeni, Elias Munapo -- A 90-Degree Schiffman Phase Shifter and Study of Tunability Using Varactor Diode / Partha Kumar Deb, Tamasi Moyra, Bidyut Kumar Bhattacharyya -- Optimizing Manufacturing Performance Through Fuzzy Techniques / Chandan Deep Singh, Harleen Kaur, Rajdeep Singh -- Implementation of Non-Linear Inventory Optimization Model for Multiple Products / Sundari PR Thiripura, C Vijayalakshmi -- Meta-Heuristics: Applications and Innovations. Pufferfish Optimization Algorithm: A Bioinspired Optimizer / Mehmet Cem Catalbas, Arif Gulten -- A Hybrid Grey Wolf Optimizer and Sperm Swarm Optimization for Global Optimization / Hisham A Shehadeh, Nura Modi Shagari -- State-of-the-Art Optimization and Metaheuristic Algorithms / Vineet Kumar, R Naresh, Veena Sharma, Vineet Kumar -- Model Reduction and Controller Scheme Development of Permanent Magnet Synchronous Motor Drives in the Delta DomainUsing a Hybrid Firefly Technique / Souvik Ganguli, Tanya Srivastava, Gagandeep Kaur, Prasanta Sarkar -- A New Parameter Estimation Technique of Three-Diode PV Cells / Shilpy Goyal, Parag Nijhawan, Yashonidhi Srivastava, Souvik Ganguli -- Sustainable Computing. Optimal Quantizer and Machine Learning-Based Decision Fusion for Cooperative Spectrum Sensing in IoT Cognitive Radio Network / Saikat Majumder, Mukhdeep Singh Manshahia -- Green IoT for Smart Agricultural Monitoring: Prediction Intelligence With Machine Learning Algorithms, Analysis of Prototype, and Review of Emerging Technologies / Parijata Majumdar, Sanjoy Mitra, Diptendu Bhattacharya -- Prominence of Sentiment Analysis in Web-Based Data Using Semi-Supervised Classification / B Bazeer Ahamed, Z A Feroze Ahamed -- A Three-Phase Fuzzy and A* Approach to Sensor Deployment and Transmission / R Deepa, Revathi Venkataraman, Soumya Snigdha Kundu -- Intelligent Computing for Precision Agriculture / Priyanka Gupta, Kavita Jhajharia, Pratistha Mathur -- Intelligent Computing for Green Sustainability / Chandan Deep Singh, Harleen Kaur -- AI in Healthcare. Bayesian Estimation of Gender Differences in Lipid Profile, Among Patients With Coronary Artery Disease / Vivek Verma, Anita Verma, Ashwani Kumar Mishra, Hafiz TA Khan, Dilip C Nath, Rajiv Narang -- Reconstruction of Dynamic MRI Using Convolutional LSTM Techniques / Shashidhar V Yakkundi, Subha D Puthankattil -- Gender Classification Using Multispectral Imaging: A Comparative Performance Analysis Between Affine Hull and Wavelet Fusion / Narayan Vetrekar, Aparajita Naik, R S Gad -- Polyp Detection Using Deep Neural Networks / Nancy Rani, Rupali Verma, Alka Jindal -- Boundary Exon Prediction in Human Sequences Using External Information Sources / Neelam Goel, Shailendra Singh, Trilok Chand Aseri -- Blood Glucose Prediction Using Machine Learning on Jetson Nanoplatform / Jivan Parab, M Sequeira, M Lanjewar, C Pinto, GM Naik -- GIS-Based Geospatial Assessment of Novel Corona Virus (COVID-19) in One of the Promising Industrial States of India-A Case of Gujarat / Azazkhan I Pathan, Pankaj J Gandhi, PG Agnihotri, Dhruvesh Patel -- Mobile-Based Medical Alert System for COVID-19 Based on ZigBee and WiFi / Munish Manas, Shivam Kumar.
Abstract
:
HANDBOOK OF INTELLIGENT COMPUTING AND OPTIMIZATION FOR SUSTAINABLE DEVELOPMENT This book provides a comprehensive overview of the latest breakthroughs and recent progress in sustainable intelligent computing technologies, applications, and optimization techniques across various industries. Optimization has received enormous attention along with the rapidly increasing use of communication technology and the development of user-friendly software and artificial intelligence. In almost all human activities, there is a desire to deliver the highest possible results with the least amount of effort. Moreover, optimization is a very well-known area with a vast number of applications, from route finding problems to medical treatment, construction, finance, accounting, engineering, and maintenance schedules in plants. As far as optimization of real-world problems is concerned, understanding the nature of the problem and grouping it in a proper class may help the designer employ proper techniques which can solve the problem efficiently. Many intelligent optimization techniques can find optimal solutions without the use of objective function and are less prone to local conditions. The 41 chapters comprising the Handbook of Intelligent Computing and Optimization for Sustainable Development by subject specialists, represent diverse disciplines such as mathematics and computer science, electrical and electronics engineering, neuroscience and cognitive sciences, medicine, and social sciences, and provide the reader with an integrated understanding of the importance that intelligent computing has in the sustainable development of current societies. It discusses the emerging research exploring the theoretical and practical aspects of successfully implementing new and innovative intelligent techniques in a variety of sectors, including IoT, manufacturing, optimization, and healthcare. Audience It is a pivotal reference source for IT specialists, industry professionals, managers, executives, researchers, scientists, and engineers seeking current research in emerging perspectives in the field of artificial intelligence in the areas of Internet of Things, renewable energy, optimization, and smart cities.
Local Note
:
John Wiley and Sons
Subject Term
:
Artificial intelligence -- Handbooks, manuals, etc.
Sustainable development -- Handbooks, manuals, etc.
Intelligence artificielle -- Guides, manuels, etc.
Développement durable -- Guides, manuels, etc.
Electronics.
TECHNOLOGY & ENGINEERING.
Artificial intelligence
Sustainable development
Genre
:
Electronic books.
handbooks.
Handbooks and manuals
Handbooks and manuals.
Guides et manuels.
Added Author
:
Manshahia, Mukhdeep Singh,
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 597426-1001 | Q335 | | Wiley E-Kitap Koleksiyonu |