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Daniel Peralta Cámara

Universidad de Granada

Publicaciones

Forecast Reconciliation for Vaccine Supply Chain Optimization
  • 2025
  • book-chapter
Monitoring Welfare of Individual Broiler Chickens Using Ultra-Wideband and Inertial Measurement Unit Wearables

Sensors

  • 2025
  • journal-article
Morphological Profiling of Imaging Flow Cytometry Data Uncovers Heterogeneity in Infected Gephyrocapsa huxleyi Cultures

Cytometry Part A

  • 2025
  • journal-article
No Imputation Without Representation
  • 2025
  • book-chapter
Goats on the Move: Evaluating Machine Learning Models for Goat Activity Analysis Using Accelerometer Data

Animals

  • 2024
  • journal-article
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values

IEEE Transactions on Fuzzy Systems

  • 2024
  • journal-article
Strategy analysis of badminton players using deep learning from IMU and UWB wearables

Internet of Things

  • 2024
  • journal-article
Time-Series-Based Feature Selection and Clustering for Equine Activity Recognition Using Accelerometers

IEEE Sensors Journal

  • 2023
  • journal-article
A scalable, reproducible and open-source pipeline for morphologically profiling image cytometry data
  • 2022
  • preprint
Optimised one-class classification performance

Machine Learning

  • 2022
  • journal-article
Adapting Fuzzy Rough Sets for Classification with Missing Values
  • 2021
  • book-chapter
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems
AUTHORS: Andres J. Sanchez-Fernandez; Luis F. Romero; Daniel Peralta; Miguel Angel Medina-Perez; Yvan Saeys; Francisco Herrera; Siham Tabik

IEEE Access

  • 2020
  • journal-article
Classification of Human White Blood Cells Using Machine Learning for Stain‐Free Imaging Flow Cytometry

Cytometry Part A

  • 2020
  • journal-article
fuzzy-rough-learn 0.1: A Python Library for Machine Learning with Fuzzy Rough Sets
  • 2020
  • book-chapter
Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data

Applied Soft Computing

  • 2020
  • journal-article
Scalable Approximate FRNN-OWA Classification

IEEE Transactions on Fuzzy Systems

  • 2020
  • journal-article
A Scalable Approach to Fuzzy Rough Nearest Neighbour Classification with Ordered Weighted Averaging Operators
  • 2019
  • book-chapter
Heap-Based Algorithms to Accelerate Fingerprint Matching on Parallel Platforms
  • 2019
  • book-chapter
Multiobjective Optimization for Railway Maintenance Plans
AUTHORS: Peralta, D.; Bergmeir, C.; Krone, M.; Galende, M.; Menéndez, M.; Sainz-Palmero, G.I.; Martinez Bertrand, C.; Klawonn, F.; Benitez, J.M.

Journal of Computing in Civil Engineering

  • 2018
  • journal-article
A snapshot of image Pre-Processing for convolutional neural networks: Case study of MNIST

International Journal of Computational Intelligence Systems

  • 2017
  • journal-article
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Saeys, Y.; Benitez, J.M.; Herrera, F.

Knowledge-Based Systems

  • 2017
  • journal-article
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
AUTHORS: Peralta, D.; García, S.; Benitez, J.M.; Herrera, F.

Information Sciences

  • 2017
  • journal-article
DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Herrera, F.; Benitez, J.M.

Information Fusion

  • 2016
  • journal-article
Randomized greedy multi-start algorithm for the minimum common integer partition problem

Engineering Applications of Artificial Intelligence

  • 2016
  • journal-article
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
AUTHORS: Galar, M.; Derrac, J.; Peralta, D.; Triguero, I.; Paternain, D.; Lopez-Molina, C.; García, S.; Benítez, J.M.; Pagola, M.; Barrenechea, E.; Bustince, H.; Herrera, F.

Knowledge-Based Systems

  • 2015
  • journal-article
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
AUTHORS: Galar, M.; Derrac, J.; Peralta, D.; Triguero, I.; Paternain, D.; Lopez-Molina, C.; García, S.; Benítez, J.M.; Pagola, M.; Barrenechea, E.; Bustince, H.; Herrera, F.

Knowledge-Based Systems

  • 2015
  • journal-article
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
AUTHORS: Peralta, D.; Galar, M.; Triguero, I.; Paternain, D.; García, S.; Barrenechea, E.; Benítez, J.M.; Bustince, H.; Herrera, F.

Information Sciences

  • 2015
  • journal-article
Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach
AUTHORS: Peralta, D.; Del Río, S.; Ramírez-Gallego, S.; Triguero, I.; Benitez, J.M.; Herrera, F.

Mathematical Problems in Engineering

  • 2015
  • journal-article
MRPR: A MapReduce solution for prototype reduction in big data classification

Neurocomputing

  • 2015
  • journal-article
A combined MapReduce-windowing two-level parallel scheme for evolutionary prototype generation

Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

  • 2014
  • conference-paper
E-learning and educational data mining in cloud computing: an overview

International Journal of Learning Technology

  • 2014
  • journal-article
Fast fingerprint identification for large databases
AUTHORS: Peralta, D.; Triguero, I.; Sanchez-Reillo, R.; Herrera, F.; Benitez, J.M.

Pattern Recognition

  • 2014
  • journal-article
Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
AUTHORS: Peralta, D.; Galar, M.; Triguero, I.; Miguel-Hurtado, O.; Benitez, J.M.; Herrera, F.

Engineering Applications of Artificial Intelligence

  • 2014
  • journal-article
An Overview of E-Learning in Cloud Computing

Advances in Intelligent Systems and Computing

  • 2012
  • journal-article
An Overview of E-Learning in Cloud Computing

Workshop on Learning Technology for Education in Cloud (LTEC'12)

  • 2012
  • conference-paper
Contacto
dperalta@ugr.es
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