MRPR: A MapReduce solution for prototype reduction in big data classification

Isaac Triguero, Daniel Peralta, Jaume Bacardit, +2

Neurocomputing

Cluster ComputingBig Data AcquisitionEngineeringMachine LearningData Science +13

Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Daniel Peralta, Sara del Río, Sergio Ramírez‐Gallego, +3

Mathematical Problems in Engineering

EngineeringMachine LearningFeature SelectionMap-reduceData Science +16

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

Daniel Peralta, Mikel Galar, Isaac Triguero, +6

Information Sciences

EngineeringExperimental EvaluationBiometric PrivacyBiometricsIdentification Method +4

Classification of Human White Blood Cells Using Machine Learning for Stain‐Free Imaging Flow Cytometry

Maxim Lippeveld, Carly Knill, Emma Ladlow, +5

Cytometry Part A

EngineeringDigital PathologyBlood CellPathologyAdvanced Machine Learning +17

A snapshot of image pre-processing for convolutional neural networks: case study of MNIST

Siham Tabik, Daniel Peralta, Andrés Herrera-Poyatos, +1

International Journal of Computational Intelligence Systems

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

Daniel Peralta, Isaac Triguero, Salvador García, +3

International Journal of Intelligent Systems

Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningBiometrics +17

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

Mikel Galar, Joaquín Derrac, Daniel Peralta, +9

Knowledge-Based Systems

Data ClassificationFingerprint Classification PartEngineeringData ScienceData Mining +8

Fast fingerprint identification for large databases

Daniel Peralta, Isaac Triguero, Raúl Sánchez-Reillo, +2

Pattern Recognition

EngineeringData ScienceData MiningPattern RecognitionBiometrics +8

A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

Mikel Galar, Joaquín Derrac, Daniel Peralta, +9

Knowledge-Based Systems

Data ClassificationEngineeringData MiningPattern RecognitionBiometric Privacy +8

E-learning and educational data mining in cloud computing: an overview

Alberto Fernández, Daniel Peralta, José M. Benítez, +1

International Journal of Learning Technology

Learning Management SystemWeb MiningE-learningEngineeringData Science +13