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_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 |
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_a1 recurso en línea (XII, 235 páginas) _b61 ilustraciones, 45 ilustraciones a color |
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_aCommunications in Computer and Information Science _x1865-0937 _v1504 |
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| 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 | ||
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_2embne _9162648 _aData mining _vCongresos y asambleas |
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_aXu, Yue _eeditor literario _0(orcid)0000-0002-1137-0272 _1https://orcid.org/0000-0002-1137-0272 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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_aWang, Rosalind _eeditor literario _0(orcid)0000-0001-5454-6197 _1https://orcid.org/0000-0001-5454-6197 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aLord, Anton _eeditor literario _0(orcid)0000-0003-2405-9827 _1https://orcid.org/0000-0003-2405-9827 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aBoo, Yee Ling _eeditor literario _0(orcid)0000-0001-7188-9597 _1https://orcid.org/0000-0001-7188-9597 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aNayak, Richi _eeditor literario _0(orcid)0000-0002-9954-0159 _1https://orcid.org/0000-0002-9954-0159 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aZhao, Yanchang _eeditor literario _0(orcid)0000-0002-0209-3971 _1https://orcid.org/0000-0002-0209-3971 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aWilliams, Graham _eeditor literario _0(orcid)0000-0001-7041-4127 _1https://orcid.org/0000-0001-7041-4127 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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_iPrinted edition _z9789811685309 |
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_iPrinted edition _z9789811685323 |
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_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) |
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