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001448502 001__ 1448502
001448502 003__ OCoLC
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001448502 019__ $$a1337522626
001448502 020__ $$a9783031126703$$q(electronic bk.)
001448502 020__ $$a303112670X$$q(electronic bk.)
001448502 020__ $$z9783031126697
001448502 020__ $$z3031126696
001448502 0247_ $$a10.1007/978-3-031-12670-3$$2doi
001448502 035__ $$aSP(OCoLC)1337946785
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001448502 050_4 $$aQA76.9.D3$$bD38 2022eb
001448502 08204 $$a005.74$$223
001448502 1112_ $$aDaWaK (Conference)$$n(24th :$$d2022 :$$cVienna, Austria)
001448502 24510 $$aBig data analytics and knowledge discovery :$$b24th International Conference, DaWaK 2022, Vienna, Austria, August 22-24, 2022, Proceedings /$$cRobert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil (eds.).
001448502 2463_ $$aDaWaK 2022
001448502 260__ $$aCham :$$bSpringer,$$c2022.
001448502 300__ $$a1 online resource (275 pages)
001448502 336__ $$atext$$btxt$$2rdacontent
001448502 337__ $$acomputer$$bc$$2rdamedia
001448502 338__ $$aonline resource$$bcr$$2rdacarrier
001448502 4901_ $$aLecture Notes in Computer Science ;$$v13428
001448502 500__ $$aIncludes author index.
001448502 5050_ $$aAn Integration of TextGCN and Autoencoder into Aspect-based Sentiment Analysis -- OpBerg: Discovering causal sentences using optimal alignments -- Text-based Causal Inference on Irony and Sarcasm Detection -- Sarcastic RoBERTa: a RoBERTa-based deep neural network detecting sarcasm on Twitter -- A Fast NDFA-Based Approach to Approximate Pattern-Matching for Plagiarism Detection in Blockchain-Driven NFTs -- On Decisive Skyline Queries -- Safeness: Suffix Arrays driven Materialized View Selection Framework for Large-Scale Workloads -- A Process Warehouse for Process Variants Analysis -- Feature Selection Algorithms -- Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data -- Multi-label Online Streaming Feature Selection Algorithms via Extending Alpha Investing Strategy -- Feature Selection Under Fairness and Performance Constraints -- Time Series Processing -- Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines -- Pathology Data Prioritisation: A Study Using Multi-Variate Time Series -- Outlier/Anomaly detection of univariate time series: A dataset collection and benchmark -- Automatic Machine Learning-based OLAP Measure Detection for Tabular Data -- Discovering Overlapping Communities based on Cohesive Subgraph Models over Graph Data -- Discovery of Keys for Graphs -- OPTIMA: Framework Selecting Optimal Virtual Model to Query Large Heterogeneous Data -- Q-VIPER: Quantitative Vertical Bitwise Algorithm to Mine Frequent Patterns -- Enhanced Sliding Window-Based Periodic Pattern Mining from Dynamic Streams -- Explainable Recommendations for Wearable Sensor Data Machine Learning -- SLA-Aware Cloud Query Processing with Reinforcement Learning-based MultiObjective Re-Optimization -- Distance Based K-Means Clustering -- Grapevine Phenology Prediction: A Comparison of Physical and Machine Learning Models.
001448502 506__ $$aAccess limited to authorized users.
001448502 520__ $$aThis volume LNCS 13428 constitutes the papers of the 24 th International Conference on Big Data Analytics and Knowledge Discovery, held in August 2022 in Vienna, Austria. The 12 full papers presented together with 12 short papers in this volume were carefully reviewed and selected from a total of 57 submissions. The papers reflect a wide range of topics in the field of data integration, data warehousing, data analytics, and recently big data analytics, in a broad sense. The main objectives of this event are to explore, disseminate, and exchange knowledge in these fields.
001448502 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 5, 2022).
001448502 650_0 $$aBig data$$vCongresses.
001448502 650_0 $$aData mining$$vCongresses.
001448502 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001448502 655_0 $$aElectronic books.
001448502 7001_ $$aWrembel, Robert.
001448502 7001_ $$aGamper, Johann.
001448502 7001_ $$aKotsis, Gabriele,$$d1967-
001448502 7001_ $$aTjoa, A. Min.
001448502 7001_ $$aKhalil, Ismail.
001448502 77608 $$iPrint version:$$aWrembel, Robert.$$tBig Data Analytics and Knowledge Discovery.$$dCham : Springer International Publishing AG, ©2022$$z9783031126697
001448502 830_0 $$aLecture notes in computer science ;$$v13428.
001448502 852__ $$bebk
001448502 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-12670-3$$zOnline Access$$91397441.1
001448502 909CO $$ooai:library.usi.edu:1448502$$pGLOBAL_SET
001448502 980__ $$aBIB
001448502 980__ $$aEBOOK
001448502 982__ $$aEbook
001448502 983__ $$aOnline
001448502 994__ $$a92$$bISE