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008			210202s2021 gw a o |1|| 0|eng d
020			_a9783030680077
024	7		_a10.1007/978-3-030-68007-7 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQA76.9.U83 _b2021 EB
245	0	0	_aAdvanced Visual Interfaces : _bSupporting Artificial Intelligence and Big Data Applications : AVI 2020 Workshops, AVI-BDA and ITAVIS, Ischia, Italy, June 9, 2020 and September 29, 2020, Revised Selected Papers _cedited by Thoralf Reis, Marco X Bornschlegl, Marco Angelini, Matthias L Hemmje
250			_aFirst edition 2021
264		1	_aCham, Switzerland _bSpringer International Publising _c2021
300			_a1 recurso en línea (XIV, 201 páginas) _b92 ilustraciones, 66 ilustraciones a color
336			_2rdacontent _aTexto _btxt
337			_2rdamedia _aelectrónico _bc
338			_2rdacarrier _arecurso electrónico _bcr
347			_atext file _bPDF _2rda
490	0		_aInformation Systems and Applications incl. Internet/Web and HCI _v12585
505	0		_aAI2VIS4BigData: A Reference Model for AI-Based Big Data Analysis and Visualization -- A Visual Analytics Technique to Compare the Performance of Predictive Models -- A ective Analytics and Visualization for Ensemble Event-Driven Stock Market Forecasting -- Understanding the Role of (Advanced) Machine Learning in Metagenomic Workflows -- Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing -- Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the 'Black Box' of Automated ECG Interpretation -- Recognition and Visualization of Facial Expression and Emotion in Healthcare -- Machine Learning in Healthcare: Breast Cancer and Diabetes Cases -- AI2VIS4BigData: Qualitative Evaluation of an AI-based Big Data Analysis and Visualization Reference Model -- Progressive Visualization of Epidemiological Models for COVID-19 Visual Analysis -- An Experience on Cooperative Development of Interactive Visualizations for the Analysis of Urban Data -- Explaining AI Through Critical Reflection Artifacts on the Role of Communication Design Within XAI -- Information Visualization and Visual Analytics at IVU Lab -- Visual Analytics for Financial Crime Detection at the University of Perugia. .
520	3		_aThis book constitutes the thoroughly refereed post-workshop proceedings of the AVI 2020 Workshop on Road Mapping Infrastructures for Artificial Intelligence Supporting Advanced Visual Big Data Analysis, AVI-BDA 2020, held in Ischia, Italy, in June 2020, and the Second Italian Workshop on Visualization and Visual Analytics, held in Ischia, Italy, in September 2020. The 14 regular papers in this volume present topics such as big data collection, management and curation; big data analytics; big data interaction and perception; big data insight and effectuation; configuration and management of big data storage and compute infrastructures, services, and tools; advanced visual interaction in big data applications; user empowerment and meta design in big data applications; prediction and automation of big data analysis workflows; as well as data visualization; information visualization; visual analytics; infographics; and design.
988			_aSpringer_Computer_2021
650		7	_2embne _9149839 _aInterfaces de usuario _vCongresos y asambleas
700	1		_aReis, Thoralf _eeditor literario _0(orcid)0000-0003-1100-2645 _1https://orcid.org/0000-0003-1100-2645 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aBornschlegl, Marco X _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aAngelini, Marco _eeditor literario _0(orcid)0000-0001-9051-6972 _1https://orcid.org/0000-0001-9051-6972 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aHemmje, Matthias L _eeditor literario _0(orcid)0000-0001-8293-2802 _1https://orcid.org/0000-0001-8293-2802 _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-68007-7 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
998			_b05/2021 _dz _eb _zSI