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008			230422s2021 sz | s |||| 0|eng d
020			_a9783031015908
024	7		_a10.1007/978-3-031-01590-8 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQ325.5 _b2021 EB
100	1		_aYang, Cheng _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9688198
245	1	0	_aNetwork Embedding : _bTheories, Methods, and Applications _cby Cheng Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun
250			_a1st edition 2021
264		1	_aCham _bSpringer International Publishing _c2021
300			_a1 recurso en línea (XXI, 220 páginas)
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aSynthesis Lectures on Artificial Intelligence and Machine Learning _x1939-4616
505	0		_aPreface -- Acknowledgments -- The Basics of Network Embedding -- Network Embedding for General Graphs -- Network Embedding for Graphs with Node Attributes -- Revisiting Attributed Network Embedding: A GCN-Based Perspective -- Network Embedding for Graphs with Node Contents -- Network Embedding for Graphs with Node Labels -- Network Embedding for Community-Structured Graphs -- Network Embedding for Large-Scale Graphs -- Network Embedding for Heterogeneous Graphs -- Network Embedding for Social Relation Extraction -- Network Embedding for Recommendation Systems on LBSNs -- Network Embedding for Information Diffusion Prediction -- Future Directions of Network Embedding -- Bibliography -- Authors' Biographies.
520			_aheterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.
988			_aSynthesis Collection of Technology_2021
650		7	_2embne _9166090 _aAprendizaje automático
650		7	_2embne _9678664 _aRedes neuronales artificiales
650		7	_2embne _9144892 _aEspacios vectoriales
700	1		_aLiu, Zhiyuan _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9682283
700	1		_aTu, Cunchao _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9688199
700	1		_aShi, Chuan _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9683251
700	1		_aSun, Maosong _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9688200
776	0	8	_iPrinted edition: _z9783031000355
776	0	8	_iPrinted edition: _z9783031004629
776	0	8	_iPrinted edition: _z9783031027185
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-01590-8 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
998			_b04/2023 _dz _eIG _zSI