Instellingen beheren
MENU
Over deze site
In English
Home
Onderzoekers
Projecten
Organisaties
Publicaties
Infrastructuur
Contact
Research Explorer
Uw browser ondersteunt geen JavaScript of JavaScript is niet ingeschakeld. Zonder JavaScript kan sommige functionaliteit van deze webapplicatie uitgeschakeld zijn of foutmeldingen veroorzaken. Raadpleeg om JavaScript in te schakelen de handleiding van uw browser of contacteer uw systeembeheerder.
Onderzoeker
Daniel Peralta Cámara
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
28
Resultaten
2023
Forecast reconciliation for vaccine supply chain optimization
Bhanu Durganath Angam
A. Beretta
Eli De Poorter
M. Duvinage
Daniel Peralta Cámara
C1
Conferentie
2023
Fuzzy rough nearest neighbour classification on real-life datasets
Oliver Lenz
Chris Cornelis
Daniel Peralta Cámara
Proefschrift
2023
No imputation without representation
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
C1
Conferentie
2023
Time-series-based feature selection and clustering for equine activity recognition using accelerometers
Timo De Waele
Adnan Shahid
Daniel Peralta Cámara
Anniek Eerdekens
Margot Deruyck
Frank Tuyttens
Eli De Poorter
A1
Artikel in een tijdschrift
in
IEEE SENSORS JOURNAL
2023
2022
Badminton stroke classification based on accelerometer data : from individual to generalized models
Daniel Peralta Cámara
Ben Van Herbruggen
Jaron Fontaine
Wout Debyser
Jorg Wieme
Eli De Poorter
C1
Conferentie
2022
Fuzzy-rough-learn 0.2 : a Python library for fuzzy rough set algorithms and one-class classification
Oliver Lenz
Chris Cornelis
Daniel Peralta Cámara
P1
Conferentie
2022
Multiclass heartbeat classification using ECG signals and convolutional neural networks
Muhammad Deedahwar Mazhar Qureshi
Daniel Peralta Cámara
Eli De Poorter
Rafia Mumtaz
Adnan Shahid
Ingrid Moerman
Timo De Waele
C1
Conferentie
2022
Optimised one-class classification performance
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
C3
Conferentie
2022
Optimised one-class classification performance
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
A1
Artikel in een tijdschrift
in
MACHINE LEARNING
2022
2021
A study on the calibration of fingerprint classifiers
Daniel Peralta Cámara
Lin Tang
Maxim Lippeveld
Yvan Saeys
P1
Conferentie
2021
Adapting fuzzy rough sets for classification with missing values
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
P1
Conferentie
2021
Average Localised Proximity : a new data descriptor with good default one-class classification performance
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
C3
Conferentie
2021
Average localised proximity : a new data descriptor with good default one-class classification performance
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
A1
Artikel in een tijdschrift
in
PATTERN RECOGNITION
2021
SCMFTS : scalable and distributed complexity measures and features for univariate and multivariate time series in Big Data environments
Francisco J. Baldan
Daniel Peralta Cámara
Yvan Saeys
Jose M. Benitez
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS
2021
2020
Asynchronous processing for latent fingerprint identification on heterogeneous CPU-GPU systems
Andres J. Sanchez-Fernandez
Luis F. Romero
Daniel Peralta Cámara
Miguel Angel Medina-Perez
Yvan Saeys
Francisco Herrera
Siham Tabik
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2020
Classification of human white blood cells using machine learning for stain-free imaging flow cytometry
Maxim Lippeveld
Carly Knill
Emma Ladlow
Andrew Fuller
Louise J Michaelis
Yvan Saeys
Andrew Filby
Daniel Peralta Cámara
A1
Artikel in een tijdschrift
in
CYTOMETRY PART A
2020
Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
P1
Conferentie
2020
Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data
Daniel Peralta Cámara
Yvan Saeys
A1
Artikel in een tijdschrift
in
APPLIED SOFT COMPUTING
2020
Scalable approximate FRNN-OWA classification
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2020
2019
A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators
Oliver Lenz
Daniel Peralta Cámara
Chris Cornelis
P1
Conferentie
2019
Distributed, numerically stable distance and covariance computation with MPI for extremely large datasets
Daniel Peralta Cámara
Yvan Saeys
P1
Conferentie
2019
Heap-based algorithms to accelerate fingerprint matching on parallel platforms
Ricardo J. Barrientos
Ruber Hernández-García
Kevin Ortega
Emilio Luque
Daniel Peralta Cámara
C1
Conferentie
2019
2018
Multiobjective optimization for railway maintenance plans
Daniel Peralta Cámara
Christoph Bergmeir
Martin Krone
Marta Galende
Manuel Menéndez
Gregorio I Sainz-Palmero
Carlos Martinez Bertrand
Frank Klawonn
Jose M Benitez
A1
Artikel in een tijdschrift
in
JOURNAL OF COMPUTING IN CIVIL ENGINEERING
2018
On the use of convolutional neural networks for robust classification of multiple fingerprint captures
Daniel Peralta Cámara
Isaac Triguero
Salvador García
Yvan Saeys
Jose M Benitez
Francisco Herrera
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
2018
2017
A snapshot of image pre-processing for convolutional neural networks : case study of MNIST
Siham Tabik
Daniel Peralta Cámara
Andrés Herrera-Poyatos
Francisco Herrera
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS
2017
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
Daniel Peralta Cámara
Isaac Triguero
Salvador García
Yvan Saeys
Jose M Benitez
Francisco Herrera
A1
Artikel in een tijdschrift
in
KNOWLEDGE-BASED SYSTEMS
2017
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
Daniel Peralta Cámara
Salvador García
Jose M Benitez
Francisco Herrera
A1
Artikel in een tijdschrift
in
INFORMATION SCIENCES
2017
2016
DPD-DFF : a dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
Daniel Peralta Cámara
Isaac Triguero
Salvador Garcia
Francisco Herrera
Jose M Benitez
A1
Artikel in een tijdschrift
in
INFORMATION FUSION
2016