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D

David Cárdenas‐Peña

universidad tecnológica de pereira

12H-index
100Paper Count
1.0KCitation Count
Published Papers 26
Publication Date
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PPG-FusionNet: A Dual-Branch Neural Architecture for Cuffless Blood Pressure Estimation from Photoplethysmography
errComputers
IF4.2
err2026-08-29
err0
errOAAI
errEduardo Martínez-Duque; Genaro Daza-Santacoloma; David Cárdenas-Peña
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EEG-Based Supported Diagnosis of ADHD Using Subject-Specific HMMs and Stationary RKHS Embeddings
errSensors
IF3.5
err2026-07-29
err0
errOAAI
errLeonardo Lopez-Ortiz; Cristhian K. Valencia-Marin; Julián Gil-González; Paula M. Herrera-Gómez; David Cárdenas-Peña
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errSave
Alignment-Aware 3D Point Cloud Anomaly Detection with Adversarial Normalizing Flows
errMachine Learning and Knowledge Extraction
IF6
err2026-07-27
err0
errOAAI
errAndrés Jiménez-García; Jonnatan Arias-Garcia; Hernán F. Garcia; Julian Gil-Gonzalez; David Cárdenas-Peña
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errSave
STF-KernelSHAP: A Model-Agnostic Space–Time–Frequency Shapley Framework for Physiologically Informed EEG Explainability
errComputers
IF4.2
err2026-07-17
err0
errOAAI
errDiego Armando Pérez-Rosero; Andres Camilo Lopez-Boscan; Andrés Marino Álvarez-Meza; David Augusto Cárdenas-Peña; German Castellanos-Dominguez
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errSave
Temporal Attention and Convolutional Tokenization for Interpretable EEG-Based ADHD Identification in Children
errTechnologies
IF3.6
err2026-06-25
err0
errOAAI
errJulián David Pastrana-Cortés; Alejandra Gomez-Rivera; Andrés Marino Álvarez-Meza; Julian Gil-Gonzalez; David Cárdenas-Peña
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Learning from Crowds Using a Focal Loss Function: Dealing with Imbalanced Annotations
errTechnologies
IF3.6
err2026-06-18
err0
errOAAI
errJulian Gil-Gonzalez; David Augusto Cárdenas-Peña; Alvaro Orozco-Gutiérrez; Enrique D. Guijarro-Estelles; Andres M. Álvarez-Meza
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errSave
Graph-Based Clustering of Urban Water Consumption Profiles via Adaptive Attention and Multi-Relational Topologies
errWater
IF3
err2026-05-24
err0
errOAAI
errJonnatan Arias-Garcia; David Cárdenas-Peña; Álvaro Angel Orozco-Gutiérrez; Hernán Felipe Garcia-Arias; Jhoniers Gilberto Guerrero-Erazo
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errSave
Uncertainty-Aware and Non-Negative Hydrological Forecasting Using Gamma-Likelihood Chained Gaussian Processes for Sustainability-Oriented Water Management
errSustainability
IF3.3
err2026-05-13
err0
errOAAI
errYesika Alexandra Bastidas-Pantoja; Julián David Pastrana-Cortés; Julián Gil-González; David Cárdenas-Peña; Jhoniers Gilberto Guerrero-Erazo
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errSave
Gaussian Connectivity-Driven EEG Imaging for Deep Learning-Based Motor Imagery Classification
errSensors
IF3.5
err2026-03-04
err0
errOAAI
errAlejandra Gomez-Rivera; Diego Fabian Collazos-Huertas; David Cárdenas-Peña; Andrés Marino Álvarez-Meza; German Castellanos-Dominguez
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errSave
Takens-Based Kernel Transfer Entropy Connectivity Network for Motor Imagery Classification
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errAlejandra Gomez-Rivera; Andrés M. Álvarez-Meza; David Cárdenas-Peña; Alvaro Orozco-Gutierrez
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errSave
CrowdAttention: An Attention Based Framework to Classify Crowdsourced Data in Medical Scenarios
errSensors 2025, Vol. 25, Page 6435
IF0
err2025-10-17
err0
errOAAI
errJulian Gil-Gonzalez; David Cárdenas-Peña; Álvaro A. Orozco; German Castellanos-Dominguez; Andrés Marino Álvarez-Meza
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errSave
Dynamic Graph Analysis: A Hybrid Structural–Spatial Approach for Brain Shape Correspondence
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 99
IF0
err2025-09-10
err0
errOAAI
errJonnatan Arias-García; Hernán Felipe García; Andrés Escobar-Mejía; David Cárdenas-Peña; Álvaro A. Orozco
errShare
errSave
Generalized cross-entropy for learning from crowds based on correlated chained Gaussian processes
errRESULTS IN ENGINEERING
IF7.9
err2025-03-01
err0
errOAAI
errGil-Gonzalez, J.; Daza-Santacoloma, G.; Cardenas-Pena, D.; Orozco-Gutierrez, A.; alvarez-Meza, A.
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errSave
Therapeutic Hypothermia and Its Role in Preserving Brain Volume in Term Neonates with Perinatal Asphyxia
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2024-11-25
err0
errOAAI
errArias, Hernan Felipe Garcia; Porras-Hurtado, Gloria Liliana; Estrada-alvarez, Jorge Mario; Cardona-Ramirez, Natalia; Restrepo-Restrepo, Feliza; Serrano, Carolina; Cardenas-Pena, David; Orozco-Gutierrez, Alvaro angel
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errSave
Scalable and Interpretable Forecasting of Hydrological Time Series Based on Variational Gaussian Processes
errWATER
IF3
err2024-07-15
err0
errOAAI
errPastrana-Cortes, Julian David; Gil-Gonzalez, Julian; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Orozco-Gutierrez, Alvaro Angel
errShare
errSave
Krein twin support vector machines for imbalanced data classification
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-06-01
err4
PREAI
errJimenez-Castano, C.; Alvarez-Meza, A.; Cardenas-Pena, D.; Orozco-Gutierrez, A.; Guerrero-Erazo, J.
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errSave
A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments
errSENSORS
IF3.5
err2023-04-06
err6
errOAAI
errCardona-Alvarez, Yeison Nolberto; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Castano-Duque, German Albeiro; Castellanos-Dominguez, German
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errSave
Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity
errSENSORS
IF3.5
err2023-03-02
err2
errOAAI
errCollazos-Huertas, Diego Fabian; Alvarez-Meza, Andres Marino; Cardenas-Pena, David Augusto; Castano-Duque, German Albeiro; Castellanos-Dominguez, Cesar German
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errSave
Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation
errSENSORS
IF3.5
err2021-11-20
err13
errOAAI
errJimenez-Castano, Cristian Alfonso; alvarez-Meza, Andres Marino; Aguirre-Ospina, Oscar David; Cardenas-Pena, David Augusto; Orozco-Gutierrez, alvaro Angel
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errSave
Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation
errSENSORS
IF3.5
err2021-03-20
err2
errOAAI
errValencia-Duque, Andres F.; Cardenas-Pena, David A.; Alvarez-Meza, Andres M.; Orozco-Gutierrez, Alvaro A.; Quintero-Riaza, Hector F.
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
B
Blake Hannaford
H-index: 69 · Papers: 443
B
Benoît M. Dawant
H-index: 67 · Papers: 537
G
G Sharp
H-index: 54 · Papers: 369
T
Thomas Walter
H-index: 38 · Papers: 215
D
Dominique Jeulin
H-index: 37 · Papers: 345
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