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Statistical Network Analysis: Models, Issues, and New Directions - Edoardo M. Airoldi#David M. Blei#Stephen E. Fienberg#Anna Goldenberg#Eric P. Xing
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Edoardo M. Airoldi#David M. Blei#Stephen E. Fienberg#Anna Goldenberg#Eric P. Xing:
Statistical Network Analysis: Models, Issues, and New Directions - neues Buch

2006, ISBN: 9783540731320

ID: 116635965

This volume was prepared to share with a larger audience the exciting ideas and work presented at an ICML 2006 workshop of the same title. Network models have a long history. Sociologists and statisticians made major advances in the 1970s and 1980s, culminating in part with a number of substantial databases and the class of exponential random graph models and related methods in the early 1990s. Physicists and computer scientists came to this domain cons- erably later, but they enriched the array of models and approaches and began to tackle much larger networks and more complex forms of data. Our goal in organ- ing the workshop was to encourage a dialog among people coming from di?erent disciplinary perspectives and with di?erent methods, models, and tools. Both the workshop and the editing of the proceedings was a truly colla- rative e?ort on behalf of all six editors, but three in particular deserve special recognition. Anna Goldenberg and Alice Zheng were the driving force behind the entire enterprise and Edo Airoldi assisted on a number of the more important arrangements. ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Springer

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Statistical Network Analysis - Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - Siegfried Siegesmund
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Siegfried Siegesmund:
Statistical Network Analysis - Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - gebunden oder broschiert

2006, ISBN: 9783540731320

ID: 9783540731320

Focusing on probabilistic methods for network analysis, the post-proceedings of the International Workshop on Statistical Network Analysis, Pittsburgh, 2006 (part of the 23th International Conference on Machine Learning 2006) the 12 papers and 4 lectures pay special attention to model design and computational issues of learning and inference.; Hardback \ Siegfried Siegesmund; Computing > Computer networking & communications, Springer-Verlag Berlin and Heidelberg GmbH & Co. K

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Statistical Network Analysis - Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - Zvi Rosenberg
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Zvi Rosenberg:
Statistical Network Analysis - Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - Taschenbuch

2006, ISBN: 9783540731320

ID: 9783540731320

Focusing on probabilistic methods for network analysis, the post-proceedings of the International Workshop on Statistical Network Analysis, Pittsburgh, 2006 (part of the 23th International Conference on Machine Learning 2006) the 12 papers and 4 lectures pay special attention to model design and computational issues of learning and inference.; Paperback \ Zvi Rosenberg; Computing > Computer networking & communications, Springer-Verlag Berlin and Heidelberg GmbH & Co. K

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Statistical Network Analysis: Models, Issues, and New Directions - Edoardo M. Airoldi
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Edoardo M. Airoldi:
Statistical Network Analysis: Models, Issues, and New Directions - neues Buch

2006, ISBN: 9783540731320

ID: 49b44722b9a46d3b0afe4183b541613c

This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Statistical Network Analysis: Models, Issues, and New Directions held in Pittsburgh, PA, USA in June 2006 as associated event of the 23rd International Conference on Machine Learning, ICML 2006. It covers probabilistic methods for network analysis, paying special attention to model design and computational issues of learning and inference. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Informatik & EDV / Netzwerke, [PU: Springer, Berlin/Heidelberg]

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Statistical Network Analysis: Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - Norbert Bartsch
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Norbert Bartsch:
Statistical Network Analysis: Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers - Taschenbuch

2006, ISBN: 9783540731320

ID: 9783540731320

This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Statistical Network Analysis: Models, Issues, and New Directions held in Pittsburgh, PA, USA in June 2006 as associated event of the 23rd International Conference on Machine Learning, ICML 2006.; Paperback \ Norbert Bartsch; Computing > Computer networking & communications, Springer Berlin Heidelberg

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Details zum Buch
Statistical Network Analysis: Models, Issues, and New Directions

This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Statistical Network Analysis: Models, Issues, and New Directions held in Pittsburgh, PA, USA in June 2006 as associated event of the 23th International Conference on Machine Learning, ICML 2006. The 12 revised full papers and 4 invited lectures presented together with the summary of the closing panel discussion were carefully revised and selected during two rounds of reviewing and improvement from the presentations at the workshop. The papers focus on probabilistic methods for network analysis, paying special attention to model design and computational issues of learning and inference. The workshop brings together statistical network modeling researchers from different communities to create and motivate novel modeling approaches, diverse applications, and new research directions.

Detailangaben zum Buch - Statistical Network Analysis: Models, Issues, and New Directions


EAN (ISBN-13): 9783540731320
ISBN (ISBN-10): 3540731326
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2007
Herausgeber: Springer Berlin Heidelberg

Buch in der Datenbank seit 20.10.2007 16:05:23
Buch zuletzt gefunden am 10.11.2017 13:36:37
ISBN/EAN: 9783540731320

ISBN - alternative Schreibweisen:
3-540-73132-6, 978-3-540-73132-0


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