Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science
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Published By Springer Berlin Heidelberg

9783540200857, 9783540398042

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SMOTEBoost: Improving Prediction of the Minority Class in Boosting

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_12 ◽

2003 ◽

pp. 107-119 ◽

Cited By ~ 440

Author(s):

Nitesh V. Chawla ◽

Aleksandar Lazarevic ◽

Lawrence O. Hall ◽

Kevin W. Bowyer

Keyword(s):

Minority Class

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ExAnte: Anticipated Data Reduction in Constrained Pattern Mining

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_8 ◽

2003 ◽

pp. 59-70 ◽

Cited By ~ 36

Author(s):

Francesco Bonchi ◽

Fosca Giannotti ◽

Alessio Mazzanti ◽

Dino Pedreschi

Keyword(s):

Data Reduction ◽

Pattern Mining

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From Knowledge-Based to Skill-Based Systems: Sailing as a Machine Learning Challenge

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_1 ◽

2003 ◽

pp. 1-8 ◽

Cited By ~ 2

Author(s):

Pieter Adriaans

Keyword(s):

Machine Learning ◽

Knowledge Based

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Adaptive Constraint Pushing in Frequent Pattern Mining

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_7 ◽

2003 ◽

pp. 47-58 ◽

Cited By ~ 17

Author(s):

Francesco Bonchi ◽

Fosca Giannotti ◽

Alessio Mazzanti ◽

Dino Pedreschi

Keyword(s):

Pattern Mining ◽

Frequent Pattern Mining ◽

Frequent Pattern

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Text Categorisation Using Document Profiling

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_37 ◽

2003 ◽

pp. 411-422 ◽

Cited By ~ 3

Author(s):

Maximilien Sauban ◽

Bernhard Pfahringer

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Towards Behaviometric Security Systems: Learning to Identify a Typist

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_33 ◽

2003 ◽

pp. 363-374 ◽

Cited By ~ 15

Author(s):

Mordechai Nisenson ◽

Ido Yariv ◽

Ran El-Yaniv ◽

Ron Meir

Keyword(s):

Security Systems ◽

Systems Learning

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Efficient Frequent Query Discovery in Farmer

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_32 ◽

2003 ◽

pp. 350-362 ◽

Cited By ~ 15

Author(s):

Siegfried Nijssen ◽

Joost N. Kok

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Topic Learning from Few Examples

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_43 ◽

2003 ◽

pp. 483-494 ◽

Cited By ~ 1

Author(s):

Huaiyu Zhu ◽

Shivakumar Vaithyanathan ◽

Mahesh V. Joshi

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Application of Inductive Logic Programming to Structure-Based Drug Design

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_16 ◽

2003 ◽

pp. 156-167 ◽

Cited By ~ 1

Author(s):

David P. Enot ◽

Ross D. King

Keyword(s):

Drug Design ◽

Logic Programming ◽

Inductive Logic Programming ◽

Inductive Logic ◽

Structure Based Drug Design

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Efficient Statistical Pruning of Association Rules

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-39804-2_5 ◽

2003 ◽

pp. 23-34 ◽

Cited By ~ 1

Author(s):

Alan Ableson ◽

Janice Glasgow

Keyword(s):

Association Rules

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Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

SMOTEBoost: Improving Prediction of the Minority Class in Boosting

ExAnte: Anticipated Data Reduction in Constrained Pattern Mining

From Knowledge-Based to Skill-Based Systems: Sailing as a Machine Learning Challenge

Adaptive Constraint Pushing in Frequent Pattern Mining

Text Categorisation Using Document Profiling

Towards Behaviometric Security Systems: Learning to Identify a Typist

Efficient Frequent Query Discovery in Farmer

Topic Learning from Few Examples

Application of Inductive Logic Programming to Structure-Based Drug Design

Efficient Statistical Pruning of Association Rules

Knowledge Discovery in Databases: PKDD 2003 - Lecture Notes in Computer Science
Latest Publications