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008			221201s2022 si | s |||| 0|eng d
020			_a9789811987465
024	7		_a10.1007/978-981-19-8746-5 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC
245	1	0	_aData Mining _b20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12-15, 2022, Proceedings _cedited by Laurence A F Park, Heitor Murilo Gomes, Maryam Doborjeh, Yee Ling Boo, Yun Sing Koh, Yanchang Zhao, Graham Williams, Simeon Simoff
250			_a1st edition 2022
264		1	_aSingapore _bSpringer International Publishing _c2022
300			_a1 recurso en línea (XIII, 245 páginas) _b82 ilustraciones, 78 ilustraciones a color
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aCommunications in Computer and Information Science _x1865-0937 _v1741
505	0		_aResearch Track -- Measuring Content Preservation in Textual Style Transfer -- A Temperature-Modified Dynamic Embedded Topic Model -- Measuring Difficulty of Learning using Ensembles Methods -- Graph Embeddings for Non-IID Data Feature Representation Learning -- Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations -- WinDrift: Early Detction of Concept Drift through the use of Corresponding and Hierarchical Time Windows -- Investigation of Explainability Techniques for Multimodal Transformers -- Effective Imbalance Learning Utilizing Informative Data -- Interpretable Decision Tree via Human-In-The-Loop-Learning -- Application Track -- A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets -- Hierarchical Topic Model Inference by Community Discovery on Word Co-Occurrence Networks -- UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment -- Natural Language Query For Technical Knowledge Graph Navigation -- Decomposition of Service Level Encoding for Anomaly Detcion -- Improving Ads-Profitability Using Traffic Fingerprints -- Attractiveness Analysis for Health Claims on Food Packages -- SchedmaDB: A Dataset for Structures in Relational Data.
520			_aThis book constitutes the refereed proceedings of the 20th Australasian Conference on Data Mining, AusDM 2022, held in Western Sydney, Australia, during December 12-15, 2022. The 17 full papers included in this book were carefully reviewed and selected from 44 submissions. They were organized in topical sections as research track and application track.
700	1		_aPark, Laurence A. F _eeditor literario _0(orcid)0000-0003-0201-4409 _1https://orcid.org/0000-0003-0201-4409 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aGomes, Heitor Murilo _eeditor literario _0(orcid)0000-0002-5276-637X _1https://orcid.org/0000-0002-5276-637X _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aDoborjeh, Maryam _eeditor literario _0(orcid)0000-0003-4953-0662 _1https://orcid.org/0000-0003-4953-0662 _4edt _4http://id.loc.gov/vocabulary/relators/edt
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
700	1		_aKoh, Yun Sing _eeditor literario _0(orcid)0000-0001-7256-4049 _1https://orcid.org/0000-0001-7256-4049 _4edt _4http://id.loc.gov/vocabulary/relators/edt
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
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
700	1		_aSimoff, Simeon _eeditor literario _0(orcid)0000-0001-9895-4109 _1https://orcid.org/0000-0001-9895-4109 _4edt _4http://id.loc.gov/vocabulary/relators/edt
776	0	8	_iPrinted edition: _z9789811987458
776	0	8	_iPrinted edition: _z9789811987472
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-19-8746-5 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
988			_aSpringer_Computer_2022
999			_c394535 _d394535