000			05098cam a2200589Ii 4500
003			OCoLC
005			20240806150320.0
008			210908s2021 sz a o 101 0 eng d
020			_a9783030865344
020			_a3030865347
020			_z9783030865337
020			_z3030865339
041			_aEnglish
049			_aMAIN
072		7	_aUN _2bicssc
072		7	_aCOM021000 _2bisacsh
072		7	_aUN _2thema
072		7	_aUMT _2thema
082	0	4	_a005.74 _223 _bGOL
111	2		_aDaWaK (Conference) _n(23rd : _d2021 : _cOnline)
245	1	0	_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.).
246	3	0	_aDaWaK 2021.
260			_aCham : _bSpringer, _c2021.
300			_a1 online resource : _billustrations (chiefly color).
490	1		_aLecture notes in computer science ; _v12925.
490	1		_aLNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI.
500			_aInternational conference proceedings.
500			_aIncludes author index.
505	0		_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.
506			_aAccess restricted to subscribing institutions.
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.
650		0	_aBig data
650		0	_aData mining
650		0	_vCongresses.
650		0	_vCongresses.
700	1		_aGolfarelli, Matteo,
700	1		_aWrembel, Robert,
700	1		_aKotsis, Gabriele,
700	1		_aTjoa, A Min,
700	1		_aKhalil, Ismail,
700	1		_eeditor.
700	1		_eeditor.
700	1		_d1967- _eeditor.
700	1		_eeditor.
700	1		_d1960- _eeditor.
830		0	_aLecture notes in computer science ; _v12925.
830		0	_aLNCS sublibrary. _nSL 3, _pInformation systems and applications, incl. Internet/Web, and HCI.
856	4	0	_uhttps://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-86534-4
856	4	0	_zConnect to e-book
907			_a.b38091963
942			_2ddc _cBOOKS
999			_c43328 _d43328