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001439519 001__ 1439519
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001439519 019__ $$a1267761575
001439519 020__ $$a9783030865344$$q(electronic bk.)
001439519 020__ $$a3030865347$$q(electronic bk.)
001439519 020__ $$z9783030865337
001439519 020__ $$z3030865339
001439519 0247_ $$a10.1007/978-3-030-86534-4$$2doi
001439519 035__ $$aSP(OCoLC)1267456726
001439519 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCQ
001439519 049__ $$aISEA
001439519 050_4 $$aQA76.9.D3$$bD38 2021
001439519 08204 $$a005.74$$223
001439519 1112_ $$aDaWaK (Conference)$$n(23rd :$$d2021 :$$cOnline)
001439519 24510 $$aBig data analytics and knowledge discovery :$$b23rd international conference, DaWaK 2021 virtual event, September 27-30, 2021 : proceedings /$$cMatteo Golfarelli, Robert Wrembel, Gabriele Kotsis, A Min Tjoa, Ismail Khalil (eds.).
001439519 24630 $$aDaWaK 2021
001439519 264_1 $$aCham :$$bSpringer,$$c[2021]
001439519 264_4 $$c©2021
001439519 300__ $$a1 online resource :$$billustrations (chiefly color)
001439519 336__ $$atext$$btxt$$2rdacontent
001439519 337__ $$acomputer$$bc$$2rdamedia
001439519 338__ $$aonline resource$$bcr$$2rdacarrier
001439519 4901_ $$aLecture notes in computer science ;$$v12925
001439519 4901_ $$aLNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI
001439519 500__ $$aInternational conference proceedings.
001439519 500__ $$aIncludes author index.
001439519 5050_ $$aPerformance -- Bounding Box Representation of Co-Location Instances for L-infinity Induced Distance Measure -- Benchmarking Data Lakes Featuring Structured and Unstructured Data with DLBench -- Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL -- Selecting Subexpressions to Materialize for Dynamic Large-scale Workloads -- Prediction Techniques -- A Chain Composite Item Recommender for Lifelong Pathways -- Health Analytics on COVID-19 Data with Few-Shot Learning -- Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory -- Knowledge Representation -- Universal Storage Adaption for Distributed RDF-triple Stores -- RDF Data Management is an Analytical Market, not a Transaction one -- Document Ranking for Curated Document Databases using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank -- Advanced Analytics -- Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models -- Spark based Text Clustering Method using Hashing -- Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries -- Explainability in Irony Detection -- Efficient Graph Analytics in Python for Large-scale Data Science -- Machine Learning and Deep Learning -- A New Accurate Clustering Approach for Detecting Different Densities in High Dimensional Data -- ODCA: an Outlier Detection Approach to Deal with Correlated Attributes -- A Novel Neurofuzzy Approach for Semantic Similarity Measurement -- Data Warehouse Processes and Maintenance -- Integrated Process Data and Organizational Data Analysis for Business Process Improvement -- Smart-Views: Decentralized OLAP View Management using Blockchains -- A workload-aware change data capture framework for data warehousing -- Machine Learning and Analtyics -- Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification -- Filter-based Feature Selection Methods for Industrial Sensor Data: A Review -- A Declarative Framework for mining Top-k High Utility Itemsets -- Multi-label Feature Selection Algorithm via Maximizing Label Correlation-aware Relevance and Minimizing Redundance with Mutation Binary Particle Swarm Optimization -- Mining Partially-Ordered Episode Rules with the Head Support -- Boosting Latent Inference of Resident Preference from Electricity Usage -- A Demonstration on Online Advertisement Strategies.
001439519 506__ $$aAccess limited to authorized users.
001439519 520__ $$aThis volume LNCS 12925 constitutes the papers of the 23rd International Conference on Big Data Analytics and Knowledge Discovery, held in September 2021. Due to COVID-19 pandemic it was held virtually. The 12 full papers presented together with 15 short papers in this volume were carefully reviewed and selected from a total of 71 submissions. The papers reflect a wide range of topics in the field of data integration, data warehousing, data analytics, and recently big data analytics, in a broad sense. The main objectives of this event are to explore, disseminate, and exchange knowledge in these fields.
001439519 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed September 13, 2021).
001439519 650_0 $$aBig data$$vCongresses.
001439519 650_0 $$aData mining$$vCongresses.
001439519 650_6 $$aDonnées volumineuses$$vCongrès.
001439519 650_6 $$aExploration de données (Informatique)$$vCongrès.
001439519 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001439519 655_7 $$aConference papers and proceedings.$$2lcgft
001439519 655_7 $$aActes de congrès.$$2rvmgf
001439519 655_0 $$aElectronic books.
001439519 7001_ $$aGolfarelli, Matteo,$$eeditor.
001439519 7001_ $$aWrembel, Robert,$$eeditor.
001439519 7001_ $$aKotsis, Gabriele,$$d1967-$$eeditor.
001439519 7001_ $$aTjoa, A. Min,$$eeditor.
001439519 7001_ $$aKhalil, Ismail,$$d1960-$$eeditor.
001439519 830_0 $$aLecture notes in computer science ;$$v12925.
001439519 830_0 $$aLNCS sublibrary.$$nSL 3,$$pInformation systems and applications, incl. Internet/Web, and HCI.
001439519 852__ $$bebk
001439519 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-86534-4$$zOnline Access$$91397441.1
001439519 909CO $$ooai:library.usi.edu:1439519$$pGLOBAL_SET
001439519 980__ $$aBIB
001439519 980__ $$aEBOOK
001439519 982__ $$aEbook
001439519 983__ $$aOnline
001439519 994__ $$a92$$bISE