04831nam 22006855 450 99650867000331620240612184341.03-031-24094-410.1007/978-3-031-24094-2(MiAaPQ)EBC7187344(Au-PeEL)EBL7187344(CKB)26068914500041(DE-He213)978-3-031-24094-2(PPN)267807074(EXLCZ)992606891450004120230128d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBig Data Analytics 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings /edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran1st ed. 2022.Cham :Springer Nature Switzerland :Imprint: Springer,2022.1 online resource (282 pages)Lecture Notes in Computer Science,1611-3349 ;13773Print version: Roy, Partha Pratim Big Data Analytics Cham : Springer,c2023 9783031240935 Includes bibliographical references and index.Big 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.This 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.Lecture Notes in Computer Science,1611-3349 ;13773Data miningMachine learningComputers, Special purposeSocial sciencesData processingEducationData processingData Mining and Knowledge DiscoveryMachine LearningSpecial Purpose and Application-Based SystemsComputer Application in Social and Behavioral SciencesComputers and EducationData mining.Machine learning.Computers, Special purpose.Social sciencesData processing.EducationData processing.Data Mining and Knowledge Discovery.Machine Learning.Special Purpose and Application-Based Systems.Computer Application in Social and Behavioral Sciences.Computers and Education.005.7Roy Partha PratimMiAaPQMiAaPQMiAaPQBOOK996508670003316Big data analytics1523196UNISA