Artificial Intelligence and Sustainable Computing : Proceedings of ICSISCET 2021 / edited by Manjaree Pandit, M. K. Gaur, Prashant Singh Rana, Akhilesh Tiwari.

Format:

Book

Contributor:

Pandit, Manjaree, editor.

Series:

Algorithms for Intelligent Systems, 2524-7573

Language:

English

Subjects (All):

Computational intelligence.

Embedded computer systems.

Internet of things.

Machine learning.

Computational Intelligence.

Embedded Systems.

Internet of Things.

Machine Learning.

Local Subjects:

Computational Intelligence.

Embedded Systems.

Internet of Things.

Machine Learning.

Physical Description:

1 online resource (757 pages)

Edition:

1st ed. 2022.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2022.

Summary:

This book presents high-quality research papers presented at 3rd International Conference on Sustainable and Innovative Solutions for Current Challenges in Engineering and Technology (ICSISCET 2021) held at Madhav Institute of Technology & Science (MITS), Gwalior, India, from November 13–14, 2021. The book extensively covers recent research in artificial intelligence (AI) that knits together nature-inspired algorithms, evolutionary computing, fuzzy systems, computational intelligence, machine learning, deep learning, etc., which is very useful while dealing with real problems due to their model-free structure, learning ability, and flexible approach. These techniques mimic human thinking and decision-making abilities to produce systems that are intelligent, efficient, cost-effective, and fast. The book provides a friendly and informative treatment of the topics which makes this book an ideal reference for both beginners and experienced researchers.

Contents:

Demand based Land Suitability Prediction Model for Sustainable Agriculture

Power Generation Forecasting of Wind Farms using Machine Learning Algorithms

Music Recommendation System Based on Emotion Detection

Service Analytics on ITSM Processes using Time Series

Comparative Analysis of Color-based Segmentation Methods Used for Smartphone Camera Captured Fingerphotos

Prediction of Heart Disease through KNN, Random Forest and Decision Tree Classifier using K-Fold Cross Validation

Distance Matrix Generation for Dynamic Vehicle Routing Optimization in Transport Fleets Management

Enhancing Weighted Support Vector Machine for Noise Classification

Optimized Hysteresis Region Authenticated Handover for 5G HetNets

Performance Improvement of CTNR Protocol in Wireless Sensor Network Using Machine Learning.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Pandit, Manjaree Artificial Intelligence and Sustainable Computing

ISBN:

981-19-1653-5

OCLC:

1351204400