Research Explorer

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Researcher

Isaac Triguero

Awards & Distinctions

11 Results

2017

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

Daniel PeraltaIsaac TrigueroSalvador GarcíaYvan SaeysJose M BenitezFrancisco Herrera

A1 Journal Article in KNOWLEDGE-BASED SYSTEMS

2016

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

Daniel PeraltaIsaac TrigueroSalvador GarciaFrancisco HerreraJose M Benitez

A1 Journal Article in INFORMATION FUSION

EPRENNID : an evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data

Sarah VluymansIsaac TrigueroChris CornelisYvan Saeys

A1 Journal Article in NEUROCOMPUTING

Labelling strategies for hierarchical multi-label classification techniques

Isaac TrigueroCeline Vens

A1 Journal Article in PATTERN RECOGNITION

On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems

Mabel GonzálezChristoph BergmeirIsaac TrigueroYanet RodríguezJosé M Benítez

A1 Journal Article in INFORMATION SCIENCES

2015

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

Mikel GalarJoaquín DerracDaniel PeraltaIsaac TrigueroDaniel PaternainCarlos Lopez-MolinaSalvador GarcíaJosé M BenitezMiguel PagolaEdurne Barrenechea et al.

A1 Journal Article in KNOWLEDGE-BASED SYSTEMS

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

Mikel GalarJoaquín DerracDaniel PeraltaIsaac TrigueroDaniel PaternainCarlos Lopez-MolinaSalvador GarcíaJosé M BenítezMiguel PagolaEdurne Barreneche et al.

A1 Journal Article in KNOWLEDGE-BASED SYSTEMS

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

Daniel PeraltaMikel GalarIsaac TrigueroDaniel PaternainSalvador GarcíaEdurne BarrenecheaJosé M BenítezHumberto BustinceFrancisco Herrera

A1 Journal Article in INFORMATION SCIENCES

Evolutionary feature selection for big data classification: a MapReduce approach

Daniel PeraltaSara del RíoSergio Ramírez-GallegoIsaac TrigueroJosé M BenítezFrancisco Herrera

A1 Journal Article in MATHEMATICAL PROBLEMS IN ENGINEERING

Evolutionary undersampling for imbalanced big data classification

Isaac TrigueroMikel GalarSarah VluymansChris CornelisHumberto BustinceFrancisco HerreraYvan Saeys

ROSEFW-RF: the winner algorithm for the ECBDL'14 big data competition: an extremely imbalanced big data bioinformatics problem

Isaac TrigueroSara del RíoVictoria LópezJaume BacarditJosé M BenítezFrancisco Herrera

A1 Journal Article in KNOWLEDGE-BASED SYSTEMS