000 05147nam a22006615i 4500
001 978-3-031-24094-2
003 DE-He213
005 20240730172224.0
007 cr nn 008mamaa
008 230128s2022 sz | s |||| 0|eng d
020 _a9783031240942
_9978-3-031-24094-2
024 7 _a10.1007/978-3-031-24094-2
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
072 7 _aUNF
_2thema
072 7 _aUYQE
_2thema
082 0 4 _a006.312
_223
245 1 0 _aBig Data Analytics
_h[electronic resource] :
_b10th International Conference, BDA 2022, Hyderabad, India, December 19-22, 2022, Proceedings /
_cedited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXII, 279 p. 93 illus., 53 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13773
505 0 _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.
520 _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.
650 0 _aData mining.
_93907
650 0 _aMachine learning.
_91831
650 0 _aComputers, Special purpose.
_946653
650 0 _aSocial sciences
_xData processing.
_983360
650 0 _aEducation
_xData processing.
_982607
650 1 4 _aData Mining and Knowledge Discovery.
_9102416
650 2 4 _aMachine Learning.
_91831
650 2 4 _aSpecial Purpose and Application-Based Systems.
_946654
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
650 2 4 _aComputers and Education.
_941129
700 1 _aRoy, Partha Pratim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102419
700 1 _aAgarwal, Arvind.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102420
700 1 _aLi, Tianrui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102421
700 1 _aKrishna Reddy, P.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102422
700 1 _aUday Kiran, R.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102423
710 2 _aSpringerLink (Online service)
_9102425
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031240935
776 0 8 _iPrinted edition:
_z9783031240959
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13773
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-24094-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c88111
_d88111