Big data analytics and knowledge discovery : (Record no. 43328)

MARC details
000 -LEADER
fixed length control field 05098cam a2200589Ii 4500
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240806150320.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210908s2021 sz a o 101 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030865344
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3030865347
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783030865337
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 3030865339
041 ## - LANGUAGE CODE
Language English
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
072 #7 - SUBJECT CATEGORY CODE
Subject category code UN
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UN
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMT
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.74
Edition number 23
Item number GOL
245 10 - TITLE STATEMENT
Title Big data analytics and knowledge discovery :
Remainder of title 23rd international conference, DaWaK 2021 virtual event, September 27-30, 2021 : proceedings /
Statement of responsibility, etc Matteo Golfarelli, Robert Wrembel, Gabriele Kotsis, A Min Tjoa, Ismail Khalil (eds.).
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cham :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2021.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource :
Other physical details illustrations (chiefly color).
500 ## - GENERAL NOTE
General note International conference proceedings.
500 ## - GENERAL NOTE
General note Includes author index.
505 0# - FORMATTED CONTENTS NOTE
Contents Performance -- 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.
520 ## - SUMMARY, ETC.
Summary, etc This 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 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Golfarelli, Matteo,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wrembel, Robert,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kotsis, Gabriele,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tjoa, A Min,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Khalil, Ismail,
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-86534-4">https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-86534-4</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
111 2# - MAIN ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element DaWaK (Conference)
Number of part/section/meeting (23rd :
Date of meeting 2021 :
Location of meeting Online)
246 30 - VARYING FORM OF TITLE
Title proper/short title DaWaK 2021.
490 1# - SERIES STATEMENT
Series statement Lecture notes in computer science ;
Volume number/sequential designation 12925.
490 1# - SERIES STATEMENT
Series statement LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI.
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access Access restricted to subscribing institutions.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Form subdivision Congresses.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Form subdivision Congresses.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Dates associated with a name 1967-
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Dates associated with a name 1960-
Relator term editor.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 12925.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title LNCS sublibrary.
Number of part/section of a work SL 3,
Name of part/section of a work Information systems and applications, incl. Internet/Web, and HCI.
856 40 - ELECTRONIC LOCATION AND ACCESS
Public note Connect to e-book
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN)
a .b38091963
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library General Stacks 06/08/2024   005.74 GOL 49573 06/08/2024 06/08/2024 General Books

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