LEADER 04033nam 22006735 450 001 9910631094803321 005 20251229082624.0 010 $a981-19-1653-5 024 7 $a10.1007/978-981-19-1653-3 035 $a(MiAaPQ)EBC7141238 035 $a(Au-PeEL)EBL7141238 035 $a(CKB)25360901000041 035 $a(OCoLC)1351204400 035 $a(PPN)266352782 035 $a(BIP)86392036 035 $a(BIP)83444722 035 $a(DE-He213)978-981-19-1653-3 035 $a(EXLCZ)9925360901000041 100 $a20221115d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence and Sustainable Computing $eProceedings of ICSISCET 2021 /$fedited by Manjaree Pandit, M. K. Gaur, Prashant Singh Rana, Akhilesh Tiwari 205 $a1st ed. 2022. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2022. 215 $a1 online resource (757 pages) 225 1 $aAlgorithms for Intelligent Systems,$x2524-7573 311 08$aPrint version: Pandit, Manjaree Artificial Intelligence and Sustainable Computing Singapore : Springer,c2022 9789811916526 320 $aIncludes bibliographical references and index. 327 $aDemand 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. 330 $aThis book presents high-quality research papers presented at 3rd International Conference on Sustainable and Innovative Solutions for Current Challenges in Engineering and Technology (ICSISCET 2021) held at Madhav Institute of Technology & Science (MITS), Gwalior, India, from November 13?14, 2021. The book extensively covers recent research in artificial intelligence (AI) that knits together nature-inspired algorithms, evolutionary computing, fuzzy systems, computational intelligence, machine learning, deep learning, etc., which is very useful while dealing with real problems due to their model-free structure, learning ability, and flexible approach. These techniques mimic human thinking and decision-making abilities to produce systems that are intelligent, efficient, cost-effective, and fast. The book provides a friendly and informative treatment of the topics which makes this book an ideal reference for both beginners and experienced researchers. 410 0$aAlgorithms for Intelligent Systems,$x2524-7573 606 $aComputational intelligence 606 $aEmbedded computer systems 606 $aInternet of things 606 $aMachine learning 606 $aComputational Intelligence 606 $aEmbedded Systems 606 $aInternet of Things 606 $aMachine Learning 615 0$aComputational intelligence. 615 0$aEmbedded computer systems. 615 0$aInternet of things. 615 0$aMachine learning. 615 14$aComputational Intelligence. 615 24$aEmbedded Systems. 615 24$aInternet of Things. 615 24$aMachine Learning. 676 $a006.3 702 $aPandit$b Manjaree 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910631094803321 996 $aArtificial intelligence and sustainable computing$92816721 997 $aUNINA