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072 7 _aUMZ
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082 0 4 _a005.1
_223
245 1 0 _aChallenges and Opportunity with Big Data
_h[electronic resource] :
_b19th Monterey Workshop 2016, Beijing, China, October 8 – 11, 2016, Revised Selected Papers /
_cedited by Lin Zhang, Lei Ren, Fabrice Kordon.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aVIII, 209 p. 121 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aProgramming and Software Engineering ;
_v10228
_aLecture Notes in Computer Science
_v10228
505 0 _aA Hybrid M&S Methodology for Knowledge Discovery -- A Model-driven Visualization System Based on DVDL -- A Practical Energy Modeling Method for Industrial -- An Optimization Method for User Interface Components Based on Big Data -- Clustering-based Data Aggregation and Routing for Real-time Wireless HART Communication -- Constrained Semantic Grammar Enabled Question Answering System0.3 -- Information Composition Analysis and Adaptation Access of CNC Lathes in Cloud Manufacturing -- Interactive Animation Editing Based on Sketch Interaction -- Manufacturing Service Reconfiguration Optimization using Hybrid Bees Algorithm in Cloud Manufacturing -- Mobile Phone-based tourist Spatial-Temporal Behavior Record and Analysis System -- Multi-Source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-Agent Ontology Management and Ontology Reuse in Web Environment -- Research on the shortest path of two places in urban based on improved ant colony algorithm -- RUL Prediction of Bearings based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description -- Social Recommendation Terms:Probabilistic Explanation and Optimization -- Towards a Holistic Method for Business Process - Traffic Flow Prediction with improved SOPIO-SVR algorithm -- Workshop Multi-source Information IntelliSense Method based on IPv6 Intelligent Terminal.
520 _aThis book presents the thoroughly refereed and revised post-workshop proceedings of the 19th Monterey Workshop, held in Beijing, China, in Ocotber 2016. The workshop explored the challenges associated with the Development, Operation and Management of Large-Scale complex IT Systems. The 18 revised full papers presented were significantly extended and improved by the insights gained from the productive and lively discussions at the workshop, and the feedback from the post-workshop peer reviews. 2016 marks the 23rd anniversary for the Monterey Workshop series which started in 1993. For nearly a quarter of century, the Monterey Workshops have established themselves as an important international forum to foster, among academia, industry, and government agencies, discussion and exchange of ideas, research results and experience in developing software intensive systems, and have significantly advanced the field. The community of the workshop participants has grown to become an influential source of ideas and innovations and its impact on the knowledge economy has been felt worldwide.
650 0 _aSoftware engineering.
650 0 _aArtificial intelligence.
650 0 _aComputer communication systems.
650 0 _aComputer system failures.
650 0 _aSpecial purpose computers.
650 0 _aAlgorithms.
650 1 4 _aSoftware Engineering.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I14029
650 2 4 _aArtificial Intelligence.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I21000
650 2 4 _aComputer Communication Networks.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I13022
650 2 4 _aSystem Performance and Evaluation.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I13049
650 2 4 _aSpecial Purpose and Application-Based Systems.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I13030
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I16021
700 1 _aZhang, Lin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aRen, Lei.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKordon, Fabrice.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319619934
776 0 8 _iPrinted edition:
_z9783319619958
830 0 _aProgramming and Software Engineering ;
_v10228
830 0 _aLecture Notes in Computer Science ;
_v10228
856 4 0 _uhttps://doi.org/10.1007/978-3-319-61994-1
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