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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II - José L. Balcázar
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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II - Taschenbuch

2010, ISBN: 364215882X

[EAN: 9783642158827], Neubuch, [SC: 0.0], [PU: Springer, Berlin, Springer], BIO-INFORMATICS, CLASSIFICATION, CLUSTERING, DATA ANALYSIS, MINING, DATABASES, DIMENSIONALITY REDUCTION, GRAPH … Mehr…

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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part - neues Buch

2010, ISBN: 9783642158827

The LNAI series reports state-of-the-art results in artificial intelligence research, development, and education, at a high level and in both printed and electronic form. Enjoying tight c… Mehr…

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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part ... (Lecture Notes in Computer Science, 6322)
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part ... (Lecture Notes in Computer Science, 6322) - neues Buch

2010

ISBN: 9783642158827

Redactor: Balcázar, José L. Redactor: Bonchi, Francesco, Redactor: Gionis, Aristides, Redactor: Sebag, Michèle, Springer-Verlag Berlin and Heidelberg GmbH & Co. K, Tapa blanda, 539 Seiten… Mehr…

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Balcazar, Jose L., Francesco Bonchi und Aristides Gionis:
Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II - Taschenbuch

2010, ISBN: 364215882X

[EAN: 9783642158827], Gebraucht, guter Zustand, [SC: 0.0], [PU: Springer Berlin], KNOWLEDGE DISCOVERY,DATABASES,GRAPH MINING,SOCIAL NETWORKS,DATA MINING,INFORMATION RETRIEVAL,MACHINE LEAR… Mehr…

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Balcazar, Jose L., Francesco Bonchi und Aristides Gionis:
Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II 2010 - gebrauchtes Buch

2010, ISBN: 9783642158827

2010 Neubindung, Buchrücken leicht eingerissen, Part 2 8751735/12 Versandkostenfreie Lieferung knowledge discovery,databases,graph mining,social networks,data mining,information retrieval… Mehr…

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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part ... (Lecture Notes in Computer Science, 6322)

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2010, held in Barcelona, Spain, in September 2010. The 120 revised full papers presented in three volumes, together with 12 demos (out of 24 submitted demos), were carefully reviewed and selected from 658 paper submissions. In addition, 7 ML and 7 DM papers were distinguished by the program chairs on the basis of their exceptional scientific quality and high impact on the field. The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. A topic widely explored from both ML and DM perspectives was graphs, with motivations ranging from molecular chemistry to social networks.

Detailangaben zum Buch - Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part ... (Lecture Notes in Computer Science, 6322)


EAN (ISBN-13): 9783642158827
ISBN (ISBN-10): 364215882X
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
518 Seiten
Gewicht: 0,750 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2007-10-25T09:09:30+02:00 (Vienna)
Buch zuletzt gefunden am 2026-03-11T20:40:21+01:00 (Vienna)
ISBN/EAN: 9783642158827

ISBN - alternative Schreibweisen:
3-642-15882-X, 978-3-642-15882-7
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: aristides, josé, aris, arist, michel jose, gioni, sebag, michael berthold, michael lipson
Titel des Buches: conférence, barcelona, machine learning, knowledge discovery databases


Daten vom Verlag:

Autor/in: José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag
Titel: Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part II
Verlag: Springer; Springer Berlin
518 Seiten
Erscheinungsjahr: 2010-09-13
Berlin; Heidelberg; DE
Sprache: Englisch
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
Available
XXI, 518 p. 145 illus.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Informatik; bio-informatics; classification; clustering; data analysis; data mining; databases; dimensionality reduction; graph mining; information retrieval; knowledge; knowledge discovery; learning; machine learning; semantic web; social networks; Artificial Intelligence; Data Structures and Information Theory; Computer and Information Systems Applications; Information Storage and Retrieval; Database Management; Data Mining and Knowledge Discovery; Algorithmen und Datenstrukturen; Informationstheorie; Angewandte Informatik; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Datenbanken; Data Mining; Wissensbasierte Systeme, Expertensysteme; EA

Regular Papers.- Bayesian Knowledge Corroboration with Logical Rules and User Feedback.- Learning an Affine Transformation for Non-linear Dimensionality Reduction.- NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification.- Hidden Conditional Ordinal Random Fields for Sequence Classification.- A Unifying View of Multiple Kernel Learning.- Evolutionary Dynamics of Regret Minimization.- Recognition of Instrument Timbres in Real Polytimbral Audio Recordings.- Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks.- Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction.- Online Knowledge-Based Support Vector Machines.- Learning with Randomized Majority Votes.- Exploration in Relational Worlds.- Efficient Confident Search in Large Review Corpora.- Learning to Tag from Open Vocabulary Labels.- A Robustness Measure of Association Rules.- Automatic Model Adaptation for Complex Structured Domains.- Collective Traffic Forecasting.- On Detecting Clustered Anomalies Using SCiForest.- Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier.- Online Learning in Adversarial Lipschitz Environments.- Summarising Data by Clustering Items.- Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space.- Latent Structure Pattern Mining.- First-Order Bayes-Ball.- Learning from Demonstration Using MDP Induced Metrics.- Demand-Driven Tag Recommendation.- Solving Structured Sparsity Regularization with Proximal Methods.- Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models.- Improved MinMax Cut Graph Clustering with Nonnegative Relaxation.- Integrating Constraint Programming and Itemset Mining.- Topic Modeling for Personalized Recommendation of Volatile Items.- Conditional Ranking on Relational Data.
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