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

9783642041730, 9783642041747

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs

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

10.1007/978-3-642-04174-7_27 ◽

2009 ◽

pp. 414-429 ◽

Cited By ~ 5

Author(s):

Sameer Singh ◽

Karl Schultz ◽

Andrew McCallum

Keyword(s):

Entity Resolution ◽

Factor Graphs ◽

Joint Inference

Optimal Online Learning Procedures for Model-Free Policy Evaluation

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

10.1007/978-3-642-04174-7_31 ◽

2009 ◽

pp. 473-488

Author(s):

Tsuyoshi Ueno ◽

Shin-ichi Maeda ◽

Motoaki Kawanabe ◽

Shin Ishii

Keyword(s):

Online Learning ◽

Policy Evaluation ◽

Model Free

Dependency Tree Kernels for Relation Extraction from Natural Language Text

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

10.1007/978-3-642-04174-7_18 ◽

2009 ◽

pp. 270-285 ◽

Cited By ~ 9

Author(s):

Frank Reichartz ◽

Hannes Korte ◽

Gerhard Paass

Keyword(s):

Natural Language ◽

Relation Extraction ◽

Natural Language Text ◽

Dependency Tree ◽

Language Text

Efficient Pruning Schemes for Distance-Based Outlier Detection

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

10.1007/978-3-642-04174-7_11 ◽

2009 ◽

pp. 160-175 ◽

Cited By ~ 13

Author(s):

Nguyen Hoang Vu ◽

Vivekanand Gopalkrishnan

Keyword(s):

Outlier Detection

Graph-Based Discrete Differential Geometry for Critical Instance Filtering

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

10.1007/978-3-642-04174-7_5 ◽

2009 ◽

pp. 63-78 ◽

Cited By ~ 7

Author(s):

Elena Marchiori

Keyword(s):

Differential Geometry ◽

Discrete Differential Geometry

Capacity Control for Partially Ordered Feature Sets

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

10.1007/978-3-642-04174-7_21 ◽

2009 ◽

pp. 318-333 ◽

Cited By ~ 1

Author(s):

Ulrich Rückert

Keyword(s):

Capacity Control ◽

Feature Sets ◽

Partially Ordered

On Discriminative Parameter Learning of Bayesian Network Classifiers

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

10.1007/978-3-642-04174-7_15 ◽

2009 ◽

pp. 221-237 ◽

Cited By ~ 3

Author(s):

Franz Pernkopf ◽

Michael Wohlmayr

Keyword(s):

Bayesian Network ◽

Parameter Learning ◽

Bayesian Network Classifiers

Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams

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

10.1007/978-3-642-04174-7_6 ◽

2009 ◽

pp. 79-94 ◽

Cited By ~ 32

Author(s):

Mohammad M. Masud ◽

Jing Gao ◽

Latifur Khan ◽

Jiawei Han ◽

Bhavani Thuraisingham

Keyword(s):

Data Streams

Learning the Difference between Partially Observable Dynamical Systems

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

10.1007/978-3-642-04174-7_43 ◽

2009 ◽

pp. 664-677

Author(s):

Sami Zhioua ◽

Doina Precup ◽

François Laviolette ◽

Josée Desharnais

Keyword(s):

Dynamical Systems ◽

The Difference ◽

Partially Observable

Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification

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

10.1007/978-3-642-04174-7_13 ◽

2009 ◽

pp. 189-204 ◽

Cited By ~ 4

Author(s):

Sang-Hyeun Park ◽

Johannes Fürnkranz

Keyword(s):

Multiclass Classification ◽

Error Correcting Output Codes ◽

Efficient Decoding

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

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs

Optimal Online Learning Procedures for Model-Free Policy Evaluation

Dependency Tree Kernels for Relation Extraction from Natural Language Text

Efficient Pruning Schemes for Distance-Based Outlier Detection

Graph-Based Discrete Differential Geometry for Critical Instance Filtering

Capacity Control for Partially Ordered Feature Sets

On Discriminative Parameter Learning of Bayesian Network Classifiers

Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams

Learning the Difference between Partially Observable Dynamical Systems

Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification

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