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245	1	0	_aData Science and Machine Learning _h[electronic resource] : _b21st Australasian Conference, AusDM 2023, Auckland, New Zealand, December 11-13, 2023, Proceedings / _cedited by Diana Benavides-Prado, Sarah Erfani, Philippe Fournier-Viger, Yee Ling Boo, Yun Sing Koh.
250			_a1st ed. 2024.
264		1	_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2024.
300			_aXII, 300 p. 94 illus., 83 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aCommunications in Computer and Information Science, _x1865-0937 ; _v1943
505	0		_aResearch Track: Random Padding Data Augmentation -- Unsupervised Fraud Detection on Sparse Rating Networks -- Semi-Supervised Model-Based Clustering for Ordinal Data -- Damage GAN: A Generative Model for Imbalanced Data -- Text-Conditioned Graph Generation Using Discrete Graph Variational Autoencoders -- Boosting QA Performance through SA-Net and AA-Net with the Read+Verify Framework -- Anomaly Detection Algorithms: Comparative Analysis and Explainability Perspectives -- Towards Fairness and Privacy: A Novel Data Pre-processing Optimization Framework for Non-binary Protected Attributes -- MStoCast: Multimodal Deep Network for Stock Market Forecast. -- Few Shot and Transfer Learning with Manifold Distributed Datasets -- Mitigating The Adverse Effects of Long-tailed Data on Deep Learning Models -- Shapley Value Based Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression -- Hybrid Models for Predicting Cryptocurrency Price Using Financial and Non-Financial Indicators -- Application Track: Multi-Dimensional Data Visualization for Analyzing Materials -- Law in Order: An Open Legal Citation Network for New Zealand -- Enhancing Resource Allocation in IT Projects: The Potentials of Deep Learning-Based Recommendation Systems and Data-Driven Approaches -- A Comparison of One-Class versus Two-Class Machine Learning Models for Wildfire Prediction in California -- Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming -- Comparison of Interpolation Techniques for Prolonged Exposure Estimation: A Case Study on Seven years of Daily Nitrogen Oxide in Greater Sydney -- Detecting Asthma Presentations from Emergency Department Notes: An Active Learning Approach.
520			_aThis book constitutes the proceedings of the 21st Australasian Conference on Data Science and Machine Learning, AusDM 2023, held in Auckland, New Zealand, during December 11-13, 2023. The 20 full papers presented in this book were carefully reviewed and selected from 50 submissions. The papers are organized in the following topical sections: research track and application track. They deal with topics around data science and machine learning in everyday life. .
541			_fUABC ; _cPerpetuidad
650		0	_aData mining.
650		0	_aArtificial intelligence.
650		0	_aImage processing _xDigital techniques.
650		0	_aComputer vision.
650		0	_aEducation _xData processing.
650		0	_aComputer science _xMathematics.
650	1	4	_aData Mining and Knowledge Discovery.
650	2	4	_aArtificial Intelligence.
650	2	4	_aComputer Imaging, Vision, Pattern Recognition and Graphics.
650	2	4	_aComputers and Education.
650	2	4	_aMathematics of Computing.
700	1		_aBenavides-Prado, Diana. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aErfani, Sarah. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aFournier-Viger, Philippe. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aBoo, Yee Ling. _eeditor. _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. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9789819986958
776	0	8	_iPrinted edition: _z9789819986972
830		0	_aCommunications in Computer and Information Science, _x1865-0937 ; _v1943
856	4	0	_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-981-99-8696-5
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