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020 _a9789811685316
024 7 _a10.1007/978-981-16-8531-6
_2doi
040 _aES-MaUEC
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_cES-MaUEC
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050 4 _aQA76.9 .D343
_b2021 EB
245 1 0 _aData Mining :
_b19th Australasian Conference on Data Mining, AusDM 2021, Brisbane, QLD, Australia, December 14-15, 2021, Proceedings
_cedited by Yue Xu, Rosalind Wang, Anton Lord, Yee Ling Boo, Richi Nayak, Yanchang Zhao, Graham Williams
250 _aFirst edition 2021
264 1 _aSingapore
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (XII, 235 páginas)
_b61 ilustraciones, 45 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
_bPDF
490 0 _aCommunications in Computer and Information Science
_x1865-0937
_v1504
490 0 _aComputer Science (SpringerNature-11645)
490 0 _aComputer Science (R0) (SpringerNature-43710)
505 0 _aResearch Track -- Parallel Nonlinear Dimensionality Reduction Using GPU Acceleration -- Taking the Confusion out of Multinomial Confusion Matrices and Imbalanced Classes -- Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs -- A Drift Aware Hierarchical Test based Approach for Combating Spammers in Online Social Networks -- Hospital Readmission Prediction Using Semantic Relations Between Medical Codes -- HFM++: An Enhanced Holographic Factorization Machine for Recommendation -- Deep Learning for Bias Detection: From Inception to Deployment -- Exploring Fusion Strategies in Deep Learning Models for Multi-modal Classification -- Application Track -- Chameleon: A Python Workflow Toolkit for Feature Selection -- PostMatch: A Framework for Efficient Address Matching -- Detection of Classical Cipher Types with Feature-Learning Approach -- SOMPS-Net: Attention based Social Graph Framework for Early Detection of Fake Health News -- How to Read the News: A Study of How Sentiment Effects Financial Markets -- Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland -- A Semi-Automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry -- Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study.
520 3 _aThis book constitutes the refereed proceedings of the 19th Australasian Conference on Data Mining, AusDM 2021, held in Brisbane, Queensland, Australia, in December 2021.* The 16 revised full papers presented were carefully reviewed and selected from 32 submissions. The papers are organized in sections on research track and application track. *Due to the COVID-19 pandemic the conference was held online. .
988 _aSpringer_Computer_2021
650 7 _2embne
_9162648
_aData mining
_vCongresos y asambleas
700 1 _aXu, Yue
_eeditor literario
_0(orcid)0000-0002-1137-0272
_1https://orcid.org/0000-0002-1137-0272
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700 1 _aWang, Rosalind
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700 1 _aLord, Anton
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700 1 _aBoo, Yee Ling
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700 1 _aNayak, Richi
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_0(orcid)0000-0002-9954-0159
_1https://orcid.org/0000-0002-9954-0159
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZhao, Yanchang
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_0(orcid)0000-0002-0209-3971
_1https://orcid.org/0000-0002-0209-3971
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWilliams, Graham
_eeditor literario
_0(orcid)0000-0001-7041-4127
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_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition
_z9789811685309
776 0 8 _iPrinted edition
_z9789811685323
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-16-8531-6
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
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998 _b02/2022
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