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Artificial Intelligence and Sustainable Computing = Proceedings of ICSISCET 2021 /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Artificial Intelligence and Sustainable Computing/ edited by Manjaree Pandit, M. K. Gaur, Prashant Singh Rana, Akhilesh Tiwari.
其他題名:
Proceedings of ICSISCET 2021 /
其他作者:
Tiwari, Akhilesh.
面頁冊數:
XXI, 763 p. 423 illus., 277 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Machine Learning. -
電子資源:
https://doi.org/10.1007/978-981-19-1653-3
ISBN:
9789811916533
Artificial Intelligence and Sustainable Computing = Proceedings of ICSISCET 2021 /
Artificial Intelligence and Sustainable Computing
Proceedings of ICSISCET 2021 /[electronic resource] :edited by Manjaree Pandit, M. K. Gaur, Prashant Singh Rana, Akhilesh Tiwari. - 1st ed. 2022. - XXI, 763 p. 423 illus., 277 illus. in color.online resource. - Algorithms for Intelligent Systems,2524-7573. - Algorithms for Intelligent Systems,.
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.
ISBN: 9789811916533
Standard No.: 10.1007/978-981-19-1653-3doiSubjects--Topical Terms:
1137723
Machine Learning.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Artificial Intelligence and Sustainable Computing = Proceedings of ICSISCET 2021 /
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