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

9783642158827, 9783642158834

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Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier

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

10.1007/978-3-642-15883-4_19 ◽

2010 ◽

pp. 291-304 ◽

Cited By ~ 9

Author(s):

Marco Loog

Keyword(s):

Parameter Estimation ◽

Supervised Learning

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Improved MinMax Cut Graph Clustering with Nonnegative Relaxation

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

10.1007/978-3-642-15883-4_29 ◽

2010 ◽

pp. 451-466 ◽

Cited By ~ 28

Author(s):

Feiping Nie ◽

Chris Ding ◽

Dijun Luo ◽

Heng Huang

Keyword(s):

Graph Clustering

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A Robustness Measure of Association Rules

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

10.1007/978-3-642-15883-4_15 ◽

2010 ◽

pp. 227-242 ◽

Cited By ~ 8

Author(s):

Yannick Le Bras ◽

Patrick Meyer ◽

Philippe Lenca ◽

Stéphane Lallich

Keyword(s):

Association Rules ◽

Robustness Measure ◽

Measure Of Association

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On Detecting Clustered Anomalies Using SCiForest

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

10.1007/978-3-642-15883-4_18 ◽

2010 ◽

pp. 274-290 ◽

Cited By ~ 27

Author(s):

Fei Tony Liu ◽

Kai Ming Ting ◽

Zhi-Hua Zhou

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Topic Modeling for Personalized Recommendation of Volatile Items

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

10.1007/978-3-642-15883-4_31 ◽

2010 ◽

pp. 483-498 ◽

Cited By ~ 8

Author(s):

Maks Ovsjanikov ◽

Ye Chen

Keyword(s):

Topic Modeling ◽

Personalized Recommendation

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Online Knowledge-Based Support Vector Machines

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

10.1007/978-3-642-15883-4_10 ◽

2010 ◽

pp. 145-161 ◽

Cited By ~ 13

Author(s):

Gautam Kunapuli ◽

Kristin P. Bennett ◽

Amina Shabbeer ◽

Richard Maclin ◽

Jude Shavlik

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Knowledge Based ◽

Vector Machines

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Conditional Ranking on Relational Data

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

10.1007/978-3-642-15883-4_32 ◽

2010 ◽

pp. 499-514 ◽

Cited By ~ 10

Author(s):

Tapio Pahikkala ◽

Willem Waegeman ◽

Antti Airola ◽

Tapio Salakoski ◽

Bernard De Baets

Keyword(s):

Relational Data

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Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction

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

10.1007/978-3-642-15883-4_9 ◽

2010 ◽

pp. 128-144 ◽

Cited By ~ 2

Author(s):

Pavel Kuksa ◽

Yanjun Qi ◽

Bing Bai ◽

Ronan Collobert ◽

Jason Weston ◽

...

Keyword(s):

Relation Extraction ◽

String Kernel ◽

Multi Level

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A Unifying View of Multiple Kernel Learning

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

10.1007/978-3-642-15883-4_5 ◽

2010 ◽

pp. 66-81 ◽

Cited By ~ 10

Author(s):

Marius Kloft ◽

Ulrich Rückert ◽

Peter L. Bartlett

Keyword(s):

Multiple Kernel Learning ◽

Kernel Learning ◽

Multiple Kernel

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Bayesian Knowledge Corroboration with Logical Rules and User Feedback

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

10.1007/978-3-642-15883-4_1 ◽

2010 ◽

pp. 1-18 ◽

Cited By ~ 4

Author(s):

Gjergji Kasneci ◽

Jurgen Van Gael ◽

Ralf Herbrich ◽

Thore Graepel

Keyword(s):

User Feedback ◽

Logical Rules

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Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

Constrained Parameter Estimation for Semi-supervised Learning: The Case of the Nearest Mean Classifier

Improved MinMax Cut Graph Clustering with Nonnegative Relaxation

A Robustness Measure of Association Rules

On Detecting Clustered Anomalies Using SCiForest

Topic Modeling for Personalized Recommendation of Volatile Items

Online Knowledge-Based Support Vector Machines

Conditional Ranking on Relational Data

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction

A Unifying View of Multiple Kernel Learning

Bayesian Knowledge Corroboration with Logical Rules and User Feedback

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