LEADER 04831nam 22006855 450 001 996508670003316 005 20240612184341.0 010 $a3-031-24094-4 024 7 $a10.1007/978-3-031-24094-2 035 $a(MiAaPQ)EBC7187344 035 $a(Au-PeEL)EBL7187344 035 $a(CKB)26068914500041 035 $a(DE-He213)978-3-031-24094-2 035 $a(PPN)267807074 035 $a(EXLCZ)9926068914500041 100 $a20230128d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics $e10th International Conference, BDA 2022, Hyderabad, India, December 19?22, 2022, Proceedings /$fedited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran 205 $a1st ed. 2022. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2022. 215 $a1 online resource (282 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13773 311 08$aPrint version: Roy, Partha Pratim Big Data Analytics Cham : Springer,c2023 9783031240935 320 $aIncludes bibliographical references and index. 327 $aBig Data Analytics: Vision and Perspectives -- Data Challenges and Societal Impacts ? the case in favor of the Blueprint for an AI Bill of Rights -- Big Data in Cognitive Neuroscience: Opportunities and Challenges -- Data Science: Architectures -- A Novel Feature Selection Based Text Classification using Multi-layer ELM -- ARCORE: Software Requirements Dataset for Service Identification -- ARCORE: Software Requirements Dataset for Service Identification -- Learning enhancement using Question-Answer generation for e-book using contrastive fine-tuned T5 -- Data Science: Applications -- A Machine and Deep Learning Framework to Retain Customers based on their Lifetime Value -- A Deep Learning based Approach to Automate Clinical Coding of Electronic Health Records -- Determining the severity of Dementia using ensemble learning -- Determining the severity of Dementia using ensemble learning -- A distributed ensemble machine learning technique for emotion classification from vocal cues -- Graph Analytics. -Drugomics: Knowledge Graph & AI to Construct Physicians' Brain Digital Twin to Prevent Drug Side-effects and Patient Harm -- Extremely Randomized Tree based Sentiment Polarity Classification on Online Product Reviews -- Community Detection in Large Directed Graphs -- Pattern Mining -- FastTIRP: Efficient discovery of Time-Interval Related Patterns -- Discovering Top-K Periodic Patterns in Temporal Databases -- Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets -- Predictive Analytics in Agriculture -- A Data-driven, Farmer-oriented Agricultural Crop Recommendation Engine (ACRE) -- Analyze the Impact of Weather Parameters for Crop Yield Prediction using Deep Learning -- Analysis of Weather Condition based Reuse among Agromet Advisory: A Validation Study. 330 $aThis book constitutes the proceedings of the 10th International Conference on Big Data Analytics, BDA 2022, which took place in Hyderabad, India, in December 2022. The 7 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 36 submissions. The book also contains 4 keynote talks in full-paper length. The papers are organized in the following topical sections: Big Data Analytics: Vision and Perspectives; Data Science: Architectures; Data Science: Applications; Graph Analytics; Pattern Mining; Predictive Analytics in Agriculture. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13773 606 $aData mining 606 $aMachine learning 606 $aComputers, Special purpose 606 $aSocial sciences$xData processing 606 $aEducation$xData processing 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aSpecial Purpose and Application-Based Systems 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputers and Education 615 0$aData mining. 615 0$aMachine learning. 615 0$aComputers, Special purpose. 615 0$aSocial sciences$xData processing. 615 0$aEducation$xData processing. 615 14$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputers and Education. 676 $a005.7 702 $aRoy$b Partha Pratim 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996508670003316 996 $aBig data analytics$91523196 997 $aUNISA