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

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer Berlin Heidelberg

9783642041792, 9783642041808

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

RTG: A Recursive Realistic Graph Generator Using Random Typing

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

10.1007/978-3-642-04180-8_13 ◽

2009 ◽

pp. 13-28 ◽

Cited By ~ 13

Author(s):

Leman Akoglu ◽

Christos Faloutsos

Download Full-text

Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC)

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

10.1007/978-3-642-04180-8_35 ◽

2009 ◽

pp. 276-289

Author(s):

Paramveer S. Dhillon ◽

Brian Tomasik ◽

Dean Foster ◽

Lyle Ungar

Keyword(s):

Feature Selection ◽

Multiple Inclusion ◽

Task Feature

Download Full-text

Kernel-Based Copula Processes

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

10.1007/978-3-642-04180-8_58 ◽

2009 ◽

pp. 628-643 ◽

Cited By ~ 3

Author(s):

Sebastian Jaimungal ◽

Eddie K. H. Ng

Download Full-text

Applying Electromagnetic Field Theory Concepts to Clustering with Constraints

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

10.1007/978-3-642-04180-8_49 ◽

2009 ◽

pp. 485-500 ◽

Cited By ~ 2

Author(s):

Huseyin Hakkoymaz ◽

Georgios Chatzimilioudis ◽

Dimitrios Gunopulos ◽

Heikki Mannila

Keyword(s):

Field Theory ◽

Electromagnetic Field ◽

Electromagnetic Field Theory

Download Full-text

A Self-training Approach to Cost Sensitive Uncertainty Sampling

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

10.1007/978-3-642-04180-8_10 ◽

2009 ◽

pp. 10-10 ◽

Cited By ~ 2

Author(s):

Alexander Liu ◽

Goo Jun ◽

Joydeep Ghosh

Keyword(s):

Uncertainty Sampling ◽

Training Approach

Download Full-text

Adaptive XML Tree Classification on Evolving Data Streams

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

10.1007/978-3-642-04180-8_27 ◽

2009 ◽

pp. 147-162 ◽

Cited By ~ 9

Author(s):

Albert Bifet ◽

Ricard Gavaldà

Keyword(s):

Data Streams ◽

Evolving Data

Download Full-text

Identifying the Components

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

10.1007/978-3-642-04180-8_17 ◽

2009 ◽

pp. 32-32

Author(s):

Matthijs van Leeuwen ◽

Jilles Vreeken ◽

Arno Siebes

Download Full-text

A Matrix Factorization Approach for Integrating Multiple Data Views

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

10.1007/978-3-642-04180-8_45 ◽

2009 ◽

pp. 423-438 ◽

Cited By ~ 63

Author(s):

Derek Greene ◽

Pádraig Cunningham

Keyword(s):

Matrix Factorization ◽

Factorization Approach ◽

Multiple Data

Download Full-text

A Generic Approach to Topic Models

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

10.1007/978-3-642-04180-8_51 ◽

2009 ◽

pp. 517-532 ◽

Cited By ~ 14

Author(s):

Gregor Heinrich

Keyword(s):

Topic Models

Download Full-text

A Condensed Representation of Itemsets for Analyzing Their Evolution over Time

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

10.1007/978-3-642-04180-8_28 ◽

2009 ◽

pp. 163-178 ◽

Cited By ~ 1

Author(s):

Mirko Boettcher ◽

Martin Spott ◽

Rudolf Kruse

Keyword(s):

Condensed Representation ◽

Over Time

Download Full-text

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

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

RTG: A Recursive Realistic Graph Generator Using Random Typing

Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC)

Kernel-Based Copula Processes

Applying Electromagnetic Field Theory Concepts to Clustering with Constraints

A Self-training Approach to Cost Sensitive Uncertainty Sampling

Adaptive XML Tree Classification on Evolving Data Streams

Identifying the Components

A Matrix Factorization Approach for Integrating Multiple Data Views

A Generic Approach to Topic Models

A Condensed Representation of Itemsets for Analyzing Their Evolution over Time

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