Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science
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9783540405047

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Estimating a Quality of Decision Function by Empirical Risk

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_16 ◽

2007 ◽

pp. 182-187 ◽

Cited By ~ 3

Author(s):

Victor Mikhailovich Nedel’ko

Keyword(s):

Decision Function ◽

Empirical Risk

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Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_15 ◽

2007 ◽

pp. 172-181 ◽

Cited By ~ 32

Author(s):

Nizar Bouguila ◽

Djemel Ziou ◽

Jean Vaillancourt

Keyword(s):

Image Classification ◽

Dirichlet Distribution

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A Rule-Based Scheme for Filtering Examples from Majority Class in an Imbalanced Training Set

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_19 ◽

2007 ◽

pp. 215-223 ◽

Cited By ~ 3

Author(s):

Jamshid Dehmeshki ◽

Mustafa Karaköy ◽

Manlio Valdivieso Casique

Keyword(s):

Training Set ◽

Rule Based

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Integrating Fuzziness with OLAP Association Rules Mining

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_31 ◽

2007 ◽

pp. 353-368

Author(s):

Mehmet Kaya ◽

Reda Alhajj

Keyword(s):

Association Rules ◽

Association Rules Mining

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A Machine Learning Model for Information Retrieval with Structured Documents

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_37 ◽

2007 ◽

pp. 425-438 ◽

Cited By ~ 3

Author(s):

Benjamin Piwowarski ◽

Patrick Gallinari

Keyword(s):

Machine Learning ◽

Information Retrieval ◽

Learning Model ◽

Machine Learning Model ◽

Structured Documents

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Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge Containers

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_1 ◽

2007 ◽

pp. 1-6 ◽

Cited By ~ 15

Author(s):

Susan Craw

Keyword(s):

Case Based Reasoning ◽

Case Based

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Graph-Based Tools for Data Mining and Machine Learning

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_2 ◽

2007 ◽

pp. 7-19 ◽

Cited By ~ 9

Author(s):

Horst Bunke

Keyword(s):

Machine Learning ◽

Data Mining

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Using Test Plans for Bayesian Modeling

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_27 ◽

2007 ◽

pp. 307-316

Author(s):

Rainer Deventer ◽

Joachim Denzler ◽

Heinrich Niemann ◽

Oliver Kreis

Keyword(s):

Bayesian Modeling

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Detecting the Boundary Curve of Planar Random Point Set

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_36 ◽

2007 ◽

pp. 413-424

Author(s):

A. Imiya ◽

K. Tatara ◽

H. Ootani ◽

V. Hlaváč

Keyword(s):

Boundary Curve ◽

Random Point ◽

Point Set

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Neural Self-Organization Using Graphs

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/3-540-45065-3_30 ◽

2007 ◽

pp. 343-352 ◽

Cited By ~ 6

Author(s):

Arpad Barsi

Keyword(s):

Self Organization

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Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

Estimating a Quality of Decision Function by Empirical Risk

Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification

A Rule-Based Scheme for Filtering Examples from Majority Class in an Imbalanced Training Set

Integrating Fuzziness with OLAP Association Rules Mining

A Machine Learning Model for Information Retrieval with Structured Documents

Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge Containers

Graph-Based Tools for Data Mining and Machine Learning

Using Test Plans for Bayesian Modeling

Detecting the Boundary Curve of Planar Random Point Set

Neural Self-Organization Using Graphs

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science
Latest Publications