Ghent University Academic Bibliography

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On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Daniel Peralta (UGent) , Isaac Triguero, Salvador García, Yvan Saeys (UGent) , Jose M Benitez and Francisco Herrera

(2018) INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. 33(1). p.213-230
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- Journal Article
- A1
- open access
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks

Daniel Peralta (UGent) , Salvador García, Jose M Benitez and Francisco Herrera

(2017) INFORMATION SCIENCES. 408. p.198-212
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Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection

Daniel Peralta (UGent) , Isaac Triguero (UGent) , Salvador García, Yvan Saeys (UGent) , Jose M Benitez and Francisco Herrera

(2017) KNOWLEDGE-BASED SYSTEMS. 126. p.91-103
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DPD-DFF : a dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases

Daniel Peralta (UGent) , Isaac Triguero (UGent) , Salvador Garcia, Francisco Herrera and Jose M Benitez

(2016) INFORMATION FUSION. 32. p.40-51
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A survey on fingerprint minutiae-based local matching for verification and identification: taxonomy and experimental evaluation

Daniel Peralta, Mikel Galar, Isaac Triguero (UGent) , Daniel Paternain, Salvador García, Edurne Barrenechea, José M Benítez, Humberto Bustince and Francisco Herrera

(2015) INFORMATION SCIENCES. 315. p.67-87
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A survey of fingerprint classification, part II: experimental analysis and ensemble proposal

Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero (UGent) , Daniel Paternain, Carlos Lopez-Molina, Salvador García, José M Benítez, Miguel Pagola, Edurne Barreneche, et al.

(2015) KNOWLEDGE-BASED SYSTEMS. 81. p.98-116
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A survey of fingerprint classification, part I: taxonomies on feature extraction methods and learning models

Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero (UGent) , Daniel Paternain, Carlos Lopez-Molina, Salvador García, José M Benitez, Miguel Pagola, Edurne Barrenechea, et al.

(2015) KNOWLEDGE-BASED SYSTEMS. 81. p.76-97
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On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

Joaquin Derrac, Nele Verbiest (UGent) , Salvador García, Chris Cornelis (UGent) and Francisco Herrera

(2013) SOFT COMPUTING. 17(2). p.223-238
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Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

Joaquín Derrac, Chris Cornelis (UGent) , Salvador García and Francisco Herrera

(2012) INFORMATION SCIENCES. 186(1). p.73-92

Academic Bibliography

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks

Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection

DPD-DFF : a dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases

A survey on fingerprint minutiae-based local matching for verification and identification: taxonomy and experimental evaluation

A survey of fingerprint classification, part II: experimental analysis and ensemble proposal

A survey of fingerprint classification, part I: taxonomies on feature extraction methods and learning models

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

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