04033nam 22006735 450 991063109480332120251229082624.0981-19-1653-510.1007/978-981-19-1653-3(MiAaPQ)EBC7141238(Au-PeEL)EBL7141238(CKB)25360901000041(OCoLC)1351204400(PPN)266352782(BIP)86392036(BIP)83444722(DE-He213)978-981-19-1653-3(EXLCZ)992536090100004120221115d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial Intelligence and Sustainable Computing Proceedings of ICSISCET 2021 /edited by Manjaree Pandit, M. K. Gaur, Prashant Singh Rana, Akhilesh Tiwari1st ed. 2022.Singapore :Springer Nature Singapore :Imprint: Springer,2022.1 online resource (757 pages)Algorithms for Intelligent Systems,2524-7573Print version: Pandit, Manjaree Artificial Intelligence and Sustainable Computing Singapore : Springer,c2022 9789811916526 Includes bibliographical references and index.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.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.Algorithms for Intelligent Systems,2524-7573Computational intelligenceEmbedded computer systemsInternet of thingsMachine learningComputational IntelligenceEmbedded SystemsInternet of ThingsMachine LearningComputational intelligence.Embedded computer systems.Internet of things.Machine learning.Computational Intelligence.Embedded Systems.Internet of Things.Machine Learning.006.3Pandit ManjareeMiAaPQMiAaPQMiAaPQBOOK9910631094803321Artificial intelligence and sustainable computing2816721UNINA