Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
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Published By Springer Berlin Heidelberg

9783642158797, 9783642158803

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Euclidean Distances, Soft and Spectral Clustering on Weighted Graphs

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_13 ◽

2010 ◽

pp. 103-118 ◽

Author(s):

François Bavaud

Keyword(s):

Spectral Clustering ◽

Weighted Graphs ◽

Euclidean Distances

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Vector Field Learning via Spectral Filtering

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_10 ◽

2010 ◽

pp. 56-71 ◽

Author(s):

Luca Baldassarre ◽

Lorenzo Rosasco ◽

Annalisa Barla ◽

Alessandro Verri

Keyword(s):

Vector Field ◽

Spectral Filtering

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Predictive Distribution Matching SVM for Multi-domain Learning

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_21 ◽

2010 ◽

pp. 231-247 ◽

Author(s):

Chun-Wei Seah ◽

Ivor W. Tsang ◽

Yew-Soon Ong ◽

Kee-Khoon Lee

Keyword(s):

Predictive Distribution ◽

Distribution Matching ◽

Domain Learning

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Smarter Sampling in Model-Based Bayesian Reinforcement Learning

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_19 ◽

2010 ◽

pp. 200-214 ◽

Author(s):

Pablo Samuel Castro ◽

Doina Precup

Keyword(s):

Reinforcement Learning ◽

Model Based ◽

Bayesian Reinforcement Learning

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Constructing Nonlinear Discriminants from Multiple Data Views

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_27 ◽

2010 ◽

pp. 328-343 ◽

Author(s):

Tom Diethe ◽

David Roi Hardoon ◽

John Shawe-Taylor

Keyword(s):

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A Unified Approach to Active Dual Supervision for Labeling Features and Examples

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_9 ◽

2010 ◽

pp. 40-55 ◽

Author(s):

Josh Attenberg ◽

Prem Melville ◽

Foster Provost

Keyword(s):

Unified Approach

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Process Mining Meets Abstract Interpretation

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_18 ◽

2010 ◽

pp. 184-199 ◽

Author(s):

J. Carmona ◽

J. Cortadella

Keyword(s):

Abstract Interpretation ◽

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Asking Generalized Queries to Ambiguous Oracle

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_30 ◽

2010 ◽

pp. 377-392 ◽

Author(s):

Jun Du ◽

Charles X. Ling

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Hierarchical Learning Machines and Neuroscience of Visual Cortex

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_5 ◽

2010 ◽

pp. 5-5

Author(s):

Tomaso Poggio

Keyword(s):

Visual Cortex ◽

Hierarchical Learning ◽

Learning Machines

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Predicting Partial Orders: Ranking with Abstention

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_20 ◽

2010 ◽

pp. 215-230 ◽

Author(s):

Weiwei Cheng ◽

Michaël Rademaker ◽

Bernard De Baets ◽

Eyke Hüllermeier

Keyword(s):

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