LEADER 04656nam 22006975 450 001 9910918591403321 005 20250626164119.0 010 $a9789819775712$b(electronic bk.) 010 $z9789819775484 024 7 $a10.1007/978-981-97-7571-2 035 $a(MiAaPQ)EBC31859402 035 $a(Au-PeEL)EBL31859402 035 $a(CKB)37081496500041 035 $a(OCoLC)1482237135 035 $a(DE-He213)978-981-97-7571-2 035 $a(EXLCZ)9937081496500041 100 $a20241225d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputing and Machine Learning $eProceedings of CML 2024, Volume 3 /$fedited by Jagdish Chand Bansal, Samarjeet Borah, Shahid Hussain, Said Salhi 205 $a1st ed. 2024. 210 $aNew York : $cSpringer$dDec. 2024 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (485 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v856 311 08$aPrint version: Bansal, Jagdish Chand Computing and Machine Learning Singapore : Springer,c2024 9789819775484 327 $aScaling Insights: Unleashing the Power of Scalable Clustering Indices for Big Data Exploration -- Prediction of Chronic Respiratory Diseases using Machine Learning Algorithms -- Experimental Evaluation of Scalable Database Architectures for High-Performance Applications -- Multi-class Semantic Segmentation: a Deep Supervised Approach For Brain Tumor Detection Using 3D U-Net++ Architecture -- DeepSeg: A Decision Support System for Enhanced Segmentation of Human Tissue Image -- Transcription-Based on Pitches an Ontology for the System Knowledge Representation -- A Deep Learning Framework for Paddy and Maize leaf Disease Detection -- An Accurate People Counting System Based on Object Detection and Tracking -- Structural and Functional Features of The Synthetic Benchmark -- Lacunarity-Based Characterization of Hyperspectral Spatial Patterns U-Net Segmentation and Lacunarity for Enhanced Analysis of Hyperspectral Imagery -- Detection of Buried Ieds Using Convolutional Neural Networks on Ground Images from Thermal Cameras Embarked on UAVs -- Smart Decision-Making in The Green Economy: A Fuzzy Logic Approach -- An Integrated Scalable Healthcare Management System Using IOT. 330 $aThis book features high-quality research papers presented at the International Conference on Computing and Machine Learning (CML 2024), organized by Department of Computer Applications, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Sikkim, India during April 29?30, 2024. The book presents diverse range of topics, including machine learning algorithms and models, deep learning and neural networks, computer vision and image processing, natural language processing, robotics and automation, reinforcement learning, big data analytics, cloud computing, internet of things, human-robot interaction, ethical and social implications of AI, applications in healthcare, finance, and industry, computer modeling, quantum computing, high-performance computing, cognitive and parallel computing, cloud computing, distributed computing, embedded computing, human-centered computing and mobile computing. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v856 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aNatural language processing (Computer science) 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aNatural Language Processing (NLP) 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aNatural language processing (Computer science) 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aNatural Language Processing (NLP). 676 $a006.3 700 $aBansal$b Jagdish Chand$01338605 701 $aBorah$b Samarjeet$01427335 701 $aHussain$b Shahid$01586924 701 $aSalhi$b Said$0882577 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910918591403321 996 $aComputing and Machine Learning$94211162 997 $aUNINA