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Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... (Lecture Notes in Computer Science, 4503)
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Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... (Lecture Notes in Computer Science, 4503) - Livres de poche

2007, ISBN: 9783540731320

Editor: Airoldi, Edoardo M. Editor: Blei, David M. Editor: Fienberg, Stephen E. Editor: Goldenberg, Anna, Editor: Xing, Eric P. Editor: Zheng, Alice X. Springer, Paperback, Auflage: 2007,… Plus…

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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 - Airoldi, Edoardo M. (Herausgeber); Blei, David M. (Herausgeber); Zheng, Alice X. (Herausgeber); Goldenberg, Anna (Herausgeber); Xing, Eric P. (Herausgeber); Fienberg, Stephen E. (Herausgeber)
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Airoldi, Edoardo M. (Herausgeber); Blei, David M. (Herausgeber); Zheng, Alice X. (Herausgeber); Goldenberg, Anna (Herausgeber); Xing, Eric P. (Herausgeber); Fienberg, Stephen E. (Herausgeber):

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

2007, ISBN: 3540731326

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Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... (Lecture Notes in Computer Science, 4503) - Livres de poche

2007

ISBN: 9783540731320

Editor: Airoldi, Edoardo M. Editor: Blei, David M. Editor: Fienberg, Stephen E. Editor: Goldenberg, Anna, Editor: Xing, Eric P. Editor: Zheng, Alice X. Springer, Paperback, Auflage: 2007,… Plus…

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Airoldi, Edoardo M. (Editor)/ Blei, David M. (Editor)/ Fienberg, Stephen E. (Editor)/ Goldenberg, Anna (Editor)/ Xing, Eric P. (Editor):
Statistical Network Analysis: Models, Issues, and New Directions: Icml 2006 Workshop on Statistical Network Analysis, Pittsburgh, Pa, USA, June 29, 2006, Revised Selected Papers - Première édition

2007, ISBN: 3540731326

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Airoldi, Edoardo M (Editor), and Blei, David M (Editor), and Fienberg, Stephen E (Editor):
Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, Pa, Usa, June 29, 2006, Revised Selected Papers - Livres de poche

2007, ISBN: 9783540731320

Trade paperback, New., Trade paperback (US). Glued binding. 200 p. Contains: Unspecified., Berlin, Heidelberg, [PU: Springer]

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Détails sur le livre
Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... (Lecture Notes in Computer Science, 4503)
Auteur:
Titre:
ISBN:

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 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.

Informations détaillées sur le livre - Statistical Network Analysis: Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... (Lecture Notes in Computer Science, 4503)


EAN (ISBN-13): 9783540731320
ISBN (ISBN-10): 3540731326
Version reliée
Livre de poche
Date de parution: 2007
Editeur: Springer

Livre dans la base de données depuis 2007-10-20T16:05:23+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-04-04T17:57:39+02:00 (Zurich)
ISBN/EAN: 9783540731320

ISBN - Autres types d'écriture:
3-540-73132-6, 978-3-540-73132-0
Autres types d'écriture et termes associés:
Auteur du livre: airoldi, blei, fienberg stephen, eric, david, goldenberg anna
Titre du livre: new directions, statistical models, network, june 2006, 125 issue, selected papers, pittsburgh, statistical model, analysis paper, usa and away, say this the usa

Données de l'éditeur

Auteur: Edoardo M. Airoldi; David M. Blei; Stephen E. Fienberg; Anna Goldenberg; Eric P. Xing; Alice X. Zheng
Titre: Computer Communication Networks and Telecommunications; Lecture Notes in Computer Science; Statistical Network Analysis: Models, Issues, and New Directions - ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers
Editeur: Springer; Springer Berlin
200 Pages
Date de parution: 2007-07-20
Berlin; Heidelberg; DE
Langue: Anglais
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
Available
VIII, 200 p.

BC; Hardcover, Softcover / Informatik, EDV/Datenkommunikation, Netzwerke; Netzwerk-Hardware; Verstehen; Online; calculus; distributed networks; dynamical networks; evolving networks; genetic algorithms; graph drawing; machine learning; modeling; network analysis; network computing; network hierarchies; network modeling; organization; self-organizing systems; algorithm analysis and problem complexity; Computer Communication Networks; Probability and Statistics in Computer Science; Computer and Information Systems Applications; Information Storage and Retrieval; Algorithms; Mathematik für Informatiker; Wahrscheinlichkeitsrechnung und Statistik; Angewandte Informatik; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Algorithmen und Datenstrukturen; EA

Invited Presentations.- Structural Inference of Hierarchies in Networks.- Heider vs Simmel: Emergent Features in Dynamic Structures.- Joint Group and Topic Discovery from Relations and Text.- Statistical Models for Networks: A Brief Review of Some Recent Research.- Other Presentations.- Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis.- Exploratory Study of a New Model for Evolving Networks.- A Latent Space Model for Rank Data.- A Simple Model for Complex Networks with Arbitrary Degree Distribution and Clustering.- Discrete Temporal Models of Social Networks.- Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time.- Discovering Functional Communities in Dynamical Networks.- Empirical Analysis of a Dynamic Social Network Built from PGP Keyrings.- Extended Abstracts.- A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring.- Age and Geographic Inferences of the LiveJournal Social Network.- Inferring Organizational Titles in Online Communication.- Learning Approximate MRFs from Large Transactional Data.- Panel Discussion.- Panel Discussion.

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9783540731337 Statistical Network Analysis: Models, Issues, and New Directions (Edoardo M. Airoldi; David M. Blei; Stephen E. Fienberg; Anna Goldenberg; Eric P. Xing; Alice X. Zheng)

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