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1
Community detection in Social Media: Performance and application considerations
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Community detection in Social Media: Performance and application considerations

Data mining and knowledge discovery, 2012-05, Vol.24 (3), p.515-554 [Peer Reviewed Journal]

The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-011-0224-z

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2
Data preprocessing techniques for classification without discrimination
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Data preprocessing techniques for classification without discrimination

Knowledge and information systems, 2012-10, Vol.33 (1), p.1-33 [Peer Reviewed Journal]

The Author(s) 2011 ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-011-0463-8

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3
Survey on mining subjective data on the web
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Survey on mining subjective data on the web

Data mining and knowledge discovery, 2012-05, Vol.24 (3), p.478-514 [Peer Reviewed Journal]

The Author(s) 2011 ;The Author(s) 2012 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-011-0238-6

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4
Leveraging social media networks for classification
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Leveraging social media networks for classification

Data mining and knowledge discovery, 2011-11, Vol.23 (3), p.447-478 [Peer Reviewed Journal]

The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0210-x

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5
Community discovery using nonnegative matrix factorization
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Article
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Community discovery using nonnegative matrix factorization

Data mining and knowledge discovery, 2011-05, Vol.22 (3), p.493-521 [Peer Reviewed Journal]

The Author(s) 2010 ;The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0181-y

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6
A survey of hierarchical classification across different application domains
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A survey of hierarchical classification across different application domains

Data mining and knowledge discovery, 2011-01, Vol.22 (1-2), p.31-72 [Peer Reviewed Journal]

The Author(s) 2010 ;The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0175-9

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7
Three naive Bayes approaches for discrimination-free classification
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Three naive Bayes approaches for discrimination-free classification

Data mining and knowledge discovery, 2010-09, Vol.21 (2), p.277-292 [Peer Reviewed Journal]

The Author(s) 2010 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0190-x

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8
Time series shapelets: a novel technique that allows accurate, interpretable and fast classification
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Time series shapelets: a novel technique that allows accurate, interpretable and fast classification

Data mining and knowledge discovery, 2011, Vol.22 (1-2), p.149-182 [Peer Reviewed Journal]

The Author(s) 2010 ;The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0179-5

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9
Top 10 algorithms in data mining
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Top 10 algorithms in data mining

Knowledge and information systems, 2008, Vol.14 (1), p.1-37 [Peer Reviewed Journal]

Springer-Verlag London Limited 2007 ;Springer-Verlag London Limited 2009 ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-007-0114-2 ;CODEN: KISNCR

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10
Krimp: mining itemsets that compress
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Krimp: mining itemsets that compress

Data mining and knowledge discovery, 2011-07, Vol.23 (1), p.169-214 [Peer Reviewed Journal]

The Author(s) 2010 ;The Author(s) 2011 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-010-0202-x

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11
Scalable influence maximization for independent cascade model in large-scale social networks
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Scalable influence maximization for independent cascade model in large-scale social networks

Data mining and knowledge discovery, 2012-11, Vol.25 (3), p.545-576 [Peer Reviewed Journal]

The Author(s) 2012 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-012-0262-1

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12
Clustering daily patterns of human activities in the city
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Article
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Clustering daily patterns of human activities in the city

Data mining and knowledge discovery, 2012-11, Vol.25 (3), p.478-510 [Peer Reviewed Journal]

The Author(s) 2012 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-012-0264-z

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13
FURIA: an algorithm for unordered fuzzy rule induction
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FURIA: an algorithm for unordered fuzzy rule induction

Data mining and knowledge discovery, 2009-12, Vol.19 (3), p.293-319 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2009 ;to the author(s) 2009 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-009-0131-8

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14
Controlled experiments on the web: survey and practical guide
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Controlled experiments on the web: survey and practical guide

Data mining and knowledge discovery, 2009-02, Vol.18 (1), p.140-181 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2008 ;Springer Science+Business Media, LLC 2009 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-008-0114-1

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15
SMOTE-RSB: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory
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Article
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SMOTE-RSB: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory

Knowledge and information systems, 2012-11, Vol.33 (2), p.245-265 [Peer Reviewed Journal]

Springer-Verlag London Limited 2011 ;2014 INIST-CNRS ;Springer-Verlag London 2012 ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-011-0465-6 ;CODEN: KISNCR

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16
A comparison of extrinsic clustering evaluation metrics based on formal constraints
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Article
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A comparison of extrinsic clustering evaluation metrics based on formal constraints

Information retrieval (Boston), 2009-08, Vol.12 (4), p.461-486 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2008 ;2009 INIST-CNRS ;Springer Science+Business Media, LLC 2009 ;Springer Science+Business Media, LLC 2008. ;ISSN: 1386-4564 ;EISSN: 1573-7659 ;DOI: 10.1007/s10791-008-9066-8

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17
A new multi-gene genetic programming approach to nonlinear system modeling. Part I: materials and structural engineering problems
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Article
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A new multi-gene genetic programming approach to nonlinear system modeling. Part I: materials and structural engineering problems

Neural computing & applications, 2012-02, Vol.21 (1), p.171-187 [Peer Reviewed Journal]

Springer-Verlag London Limited 2011 ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-011-0734-z

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18
Pattern classification with missing data: a review
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Article
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Pattern classification with missing data: a review

Neural computing & applications, 2010-03, Vol.19 (2), p.263-282 [Peer Reviewed Journal]

Springer-Verlag London Limited 2009 ;2015 INIST-CNRS ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-009-0295-6

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19
Adapting boosting for information retrieval measures
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Article
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Adapting boosting for information retrieval measures

Information retrieval (Boston), 2010-06, Vol.13 (3), p.254-270 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2009 ;Springer Science+Business Media, LLC 2010 ;ISSN: 1386-4564 ;EISSN: 1573-7659 ;DOI: 10.1007/s10791-009-9112-1

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20
Community detection via heterogeneous interaction analysis
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Community detection via heterogeneous interaction analysis

Data mining and knowledge discovery, 2012-07, Vol.25 (1), p.1-33 [Peer Reviewed Journal]

The Author(s) 2011 ;The Author(s) 2012 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-011-0231-0

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