LEADER 04917nam 22006855 450 001 9910921008403321 005 20251113184413.0 010 $a9789819775323 010 $a9819775329 024 7 $a10.1007/978-981-97-7532-3 035 $a(CKB)37133934600041 035 $a(MiAaPQ)EBC31875336 035 $a(Au-PeEL)EBL31875336 035 $a(OCoLC)1485004895 035 $a(DE-He213)978-981-97-7532-3 035 $a(EXLCZ)9937133934600041 100 $a20250103d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine Learning for Social Transformation $eProceedings of EAIT 2024 /$fedited by Jyotsna Kumar Mandal, Debashis De 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (566 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1131 311 08$a9789819775316 311 08$a9819775310 327 $aCredibility Detection Utilizing Fuzzy Weight Strategy -- Image Caption Generation using Neural Networks -- The development of unsupervised Seq2Seq based LSTM Network algorithm for forecasting infectious disease -- Isolated Word Recognition and Feature Extraction Using Machine Learning -- Bladder Segmentation in MRI for High Dose Rate Brachytherapy Using Deep Network -- Central Bank Digital Currency: Policy Implications through Polarity and Sentiment Analysis -- Advanced Aerial Object Detection using Enhanced YOLOv3 with Leaky ReLU and Dilated Convolutions -- From Field to Cloud: IoT and Machine Learning Innovations in High-Throughput Phenotyping -- Catching Lies in the Act : Early Misinformation Detection using Linguistic Cues and Contextual Information -- DNA Sequencing-induced Cancer Detection: A Representation Learning-inspired Sustainable Transformation in Internet of Healthcare -- Prediction And Analysis of Rare Symptoms Using Association Rule Mining in Health Care Data Without Tree Generation -- Unraveling the Molecular Landscape of Myasthenia Gravis(MG): A Principal Component Analysis (PCA) of Gene Expression Dataset -- Unlocking the Potential of Machine Learning and Deep Learning for Screening of Geriatric Depression -- IoMT-based Point-of-Care Testing for PCOS Diagnosis using Dempster Shafer Theory of Evidence -- Analysis of Breast cancer classification using deep CNN with adaptive learning rate -- Detecting Schizophrenia Patients Using Deep Learning Models -- Application of Neural Network for Reducing Emission and Optimizing performance of Hydrogen with Biofuel CI Engine -- Water Distribution Network Using IoT Sensors for Residential Areas from Household Rainwater -- A Sustainable, Paperless Environment Using Machine Learning in Hospitals and Medical Sectors -- Deep Feature Learning for Detecting Water Pollution from Industrial Waste -- Multi-Linear Regression Model for Water Prediction and Monitoring in North Twenty-Four Parganas, India -- Machine Learning Based Water Need Estimation for Smart Irrigation System -- Best Defense Practices Against Web Server Attacks By Using and Evaluating NSM Tools. 330 $aThe book includes original unpublished contributions presented at the Eighth International Conference on Emerging Applications of Information Technology (EAIT 2024), organized by Computer Society of India, Kolkata Chapter during 12 ? 13 January 2024. The Theme of the conference is ?Machine Learning for Social Transformation?. The book covers the topics such as computational intelligence for social transformation, machine learning for healthcare informatics, and machine learning for agriculture and environmental sustainability. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v1131 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aMachine learning 606 $aTechnology$xSociological aspects 606 $aInformation technology 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aMachine Learning 606 $aInformation and Communication Technologies (ICT) 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aMachine learning. 615 0$aTechnology$xSociological aspects. 615 0$aInformation technology. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aMachine Learning. 615 24$aInformation and Communication Technologies (ICT). 676 $a006.31 700 $aMandal$b Jyotsna Kumar$0986826 701 $aDe$b Debashis$01346723 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910921008403321 996 $aMachine Learning for Social Transformation$94308344 997 $aUNINA