LEADER 06228nam 22006735 450 001 9911049067903321 005 20260102120544.0 010 $a3-032-11355-5 024 7 $a10.1007/978-3-032-11355-9 035 $a(CKB)44770008000041 035 $a(MiAaPQ)EBC32470682 035 $a(Au-PeEL)EBL32470682 035 $a(DE-He213)978-3-032-11355-9 035 $a(EXLCZ)9944770008000041 100 $a20260102d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Science, AI and Applications $eFirst International Conference, ICDSAIA 2025, Dhaka, Bangladesh, July 18?19, 2025, Proceedings, Part III /$fedited by Shivakumara Palaiahnakote, Rajesh Palit, Mo Saraee, Pradeep K. Atrey, Xiang Bai, Balasubramanian Raman 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (716 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2683 311 08$a3-032-11354-7 327 $aPart-vol-I. Part-vol-II. Part-vol-III. -- Network-Based Approaches and Gene Expression Profiling to Identify the Molecular Mechanism of Stomach Cancer. -- Smart Urban Farming: Integrating AI and IoT with Renewable Energy in Vertical Farming. -- Comparative Analysis of Classification and Regression Models for Schizophrenia Risk Prediction. -- A Review for Bridging Clinical and Technical Gaps with Hybrid-ML in Schizophrenia Diagnosis. -- Adaptive Aggregated Federated Learning for Real-Time Intrusion Detection in Edge Computing. -- An Intelligent Bin with Sensor Integration and Ensemble Machine Learning-Based Fill Prediction. -- Optical Character Recognition for Dari Language in Afghanistan. -- Detecting AI-Generated Text Using Machine Learning: A Comparative Study of MLP and RoBERTa-Based Models. -- Vision Guard: Computer Vision-Based Door Detection and Navigation Assistance for the Visually Impaired. -- IoT Enabled Pest Detection and Disease Management System for Agriculture 4.0. -- Design and Implementation of an AI-Powered Outcome-Based Education (OBE) Management System. -- Fake Review Detection in Low-Resource Settings with Multilingual Transformer Models: The Case of Bangla. -- SimBlock-PoS: Enhancing SimBlock to Evaluate Stake-Based and Work-Based Blockchain Consensus Mechanisms. -- Improving Missing Data Imputation with GF-WAI: An Explainable AI-Based Ensemble Method for Dengue Disease Prediction. -- Logistic Regression-based Machine Learning Model for Early Alzheimer?s Detection Using the OASIS Dataset. -- A Deep Learning-Based Framework for Bangla Vehicle License Plate Detection and Recognition. -- Harnessing AI for Early Detection of Tomato Leaf Diseases: A Machine Learning Perspective. -- RoadNet: A Deep Learning Framework for Road Extraction from Remote Sensing Data. -- Explainable Machine Learning for Fall Detection and Alert System: A Cloud-Integrated Approach Using Smartphone Sensors. -- Malicious Domain Detection with Deep Learning and Bayesian Optimization Approaches. -- Ecological Overshoot: The Blindspot of Sustainable Computing. -- Plant Disease Classification by Ensemble Metaheuristic-Deep Learning Approach. -- Analysing and Predicting Housing Affordability Trends in the UK Using Machine Learning. -- An End-to-End Aspect-Based Sentiment Analysis Framework for a Real-Time Personalized Product Recommendation System. -- A Lightweight Transformer-Based Encoder-Decoder Model for Video Summarization. -- A Multi-Agent RAG system for Legal Information Retrieval in Bangladesh. -- Data-Efficient Image Transmission and Enhancement for UAVs: A Color Quantization and Super-Resolution Approach. -- An Evaluation of Advanced Neural Network and Machine Learning Models for Sentiment Analysis on Product Reviews. -- Harnessing Machine Learning to Analyze Passenger Sentiments in the Bangladesh Railway System. -- Investigating the VR rollercoaster experience by applying AI models to biometric data. -- Assessing Electronic Customer Relationship Management Readiness in Banks. -- A Comparative Analysis of State-of-the-Art Speech-to-Text models for court applications. -- The Key Determinants of Road Accidents: A Machine Learning Analysis. 330 $aThe three-volume set CCIS 2681?2683 constitutes the post-conference proceedings of the First International Conference on Data Science, Artificial Intelligence and Applications, ICDSAIA 2025, held in Dhaka, Bangladesh, during July 18?19, 2025. The 99 full papers included in this book were carefully reviewed and selected from 190 submissions. They focus on latest advancements in data science, artificial intelligence (AI), and their applications across diverse sectors?including healthcare, education, finance, governance, agriculture, and sustainable development?highlighting its potential to solve pressing societal challenges and accelerate progress toward the Sustainable Development Goals (SDGs). 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2683 606 $aArtificial intelligence 606 $aArtificial intelligence$xData processing 606 $aMachine learning 606 $aComputer vision 606 $aArtificial Intelligence 606 $aData Science 606 $aMachine Learning 606 $aComputer Vision 615 0$aArtificial intelligence. 615 0$aArtificial intelligence$xData processing. 615 0$aMachine learning. 615 0$aComputer vision. 615 14$aArtificial Intelligence. 615 24$aData Science. 615 24$aMachine Learning. 615 24$aComputer Vision. 676 $a006.3 700 $aPalaiahnakote$b Shivakumara$01885263 701 $aPalit$b Rajesh$01885264 701 $aSaraee$b Mo$01885265 701 $aAtrey$b Pradeep K$01885266 701 $aBai$b Xiang$01885267 701 $aRaman$b Balasubramanian$01355715 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911049067903321 996 $aData Science, AI and Applications$94520420 997 $aUNINA