Julián D. Arias-Londoño

52 papers A 6B 1Misc 2Journal 29Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Calibrated Bayesian Deep Learning for Explainable Decision Support Systems Based on Medical Imaging.
CoRR
Hua Xu, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2025 J jnl
Automatic Screening of Parkinson's Disease from Visual Explorations.
CoRR
Maria F. Alcala-Durand, J. Camilo Puerta-Acevedo, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2025 J jnl
Automatic semantic segmentation of the osseous structures of the paranasal sinuses.
Comput. Medical Imaging Graph.
Yichun Sun, Alejandro Guerrero-López, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2025 J jnl
Bayesian Automatic Screening of Pneumonia and Lung Lesions Localization From CT Scans: A Combined Method Toward a More User-Centred and Explainable Approach.
IEEE Access
Álvaro Moure Prado, Alejandro Guerrero-López, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2025 J jnl
Guest Editorial: Modeling and Processing Language and Speech in Neurodegenerative Disorders.
IEEE J. Sel. Top. Signal Process.
Juan Ignacio Godino-Llorente, Julián D. Arias-Londoño, Mark Hasegawa-Johnson, Helen Meng, Stefanie Shattuck-Hufnagel
2025 J jnl
Imputation of Missing Data in Smooth Pursuit Eye Movements Using a Self-Attention-based Deep Learning Approach.
CoRR
Mahdi Bejani, Guillermo Perez-de-Arenaza-Pozo, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2025 J jnl
Subject-specific modeling by domain adaptation for the estimation of subglottal pressure from neck-surface acceleration signals.
Biomed. Signal Process. Control.
Emiro J. Ibarra, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Daryush D. Mehta, Matías Zañartu
2024 J jnl
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning.
Biomed. Signal Process. Control.
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2024 J jnl
Estimation of the Cyclopean Eye From Binocular Smooth Pursuit Tests.
IEEE Trans. Cogn. Dev. Syst.
Elisa Luque-Buzo, Mahdi Bejani, Julián D. Arias-Londoño, Jorge Andrés Gómez García, Francisco J. Grandas-Pérez, Juan Ignacio Godino-Llorente
2024 J jnl
Feed formulation using multi-objective Bayesian optimization.
Comput. Electron. Agric.
Gabriel D. Uribe-Guerra, Danny A. Múnera-Ramírez, Julián D. Arias-Londoño
2024 J jnl
GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks Evaluation.
CoRR
Gustavo Andrade-Miranda, Konstantinos Chatzipapas, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2024 J jnl
NeuroVoz: a Castillian Spanish corpus of parkinsonian speech.
CoRR
Janaina Mendes-Laureano, Jorge Andrés Gómez García, Alejandro Guerrero-López, Elisa Luque-Buzo, Julián D. Arias-Londoño, Francisco J. Grandas-Pérez, Juan Ignacio Godino-Llorente
2024 J jnl
Swine Diet Design using Multi-objective Regionalized Bayesian Optimization.
CoRR
Gabriel D. Uribe-Guerra, Danny A. Múnera-Ramírez, Julián D. Arias-Londoño
2023 J jnl
Baseline Wander Removal Applied to Smooth Pursuit Eye Movements From Parkinsonian Patients.
IEEE Access
Mahdi Bejani, Elisa Luque-Buzo, Arsen Burlaka-Petrash, Jorge Andrés Gómez García, Julián D. Arias-Londoño, Francisco J. Grandas-Pérez, Jesús Grajal, Juan Ignacio Godino-Llorente
2022 J jnl
An Instance Selection Algorithm for Big Data in High imbalanced datasets based on LSH.
CoRR
Germán E. Melo-Acosta, Freddy Duitama-Muñoz, Julián D. Arias-Londoño
2021 J jnl
Advances in Parkinson's Disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects.
Biomed. Signal Process. Control.
Laureano Moro-Velázquez, Jorge Andrés Gómez García, Julián D. Arias-Londoño, Najim Dehak, Juan Ignacio Godino-Llorente
2021 J jnl
Fake News Detection in Spanish Using Deep Learning Techniques.
CoRR
Kevin Martínez-Gallego, Andrés M. Álvarez-Ortiz, Julián D. Arias-Londoño
2021 J jnl
On the design of automatic voice condition analysis systems. Part III: review of acoustic modelling strategies.
Biomed. Signal Process. Control.
Jorge Andrés Gómez García, Laureano Moro-Velázquez, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2020 J jnl
Artificial Intelligence Applied to Chest X-Ray Images for the Automatic Detection of COVID-19. A Thoughtful Evaluation Approach.
IEEE Access
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente
2020 J jnl
Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach.
CoRR
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente
2020 J jnl
Multimodal and Multi-Output Deep Learning Architectures for the Automatic Assessment of Voice Quality Using the GRB Scale.
IEEE J. Sel. Top. Signal Process.
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente
2018 — conf
Protein Disorder Prediction using Jumping Motifs from Torsion Angles Dynamics in Ramachandran Plots.
BIOINFORMATICS
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
2017 — conf
Automatic Feature Selection in the SOPFs Dissolution Profiles Prediction Problem.
BIOINFORMATICS
J. E. Salazar Jiménez, J. D. Sánchez Carvajal, B. Quiros-Gómez, Julián D. Arias-Londoño
2017 — conf
Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots.
BIOINFORMATICS
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
2016 — ch.
Non-linear Dynamics Characterization from Wavelet Packet Transform for Automatic Recognition of Emotional Speech.
Recent Advances in Nonlinear Speech Processing
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2016 Misc conf
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech.
ICASSP
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2015 A conf
Automatic detection of parkinson's disease from continuous speech recorded in non-controlled noise conditions.
INTERSPEECH
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, Elmar Nöth
2015 J jnl
Entropies from Markov Models as Complexity Measures of Embedded Attractors.
Entropy
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2015 A conf
Low-frequency components analysis in running speech for the automatic detection of parkinson's disease.
INTERSPEECH
Tatiana Villa-Cañas, Julián D. Arias-Londoño, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2015 J jnl
Spectral and cepstral analyses for Parkinson's disease detection in Spanish vowels and words.
Expert Syst. J. Knowl. Eng.
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2015 — conf
Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech.
TSD
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, L. D. Avendaño, Elmar Nöth
2015 A conf
Voiced/unvoiced transitions in speech as a potential bio-marker to detect parkinson's disease.
INTERSPEECH
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2014 B conf
A multi-class extension for multi-labeler support vector machines.
ESANN
Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
2014 A conf
Automatic detection of parkinson's disease from words uttered in three different languages.
INTERSPEECH
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2013 — conf
Analysis of Speech from People with Parkinson's Disease through Nonlinear Dynamics.
NOLISP
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2013 — conf
Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines.
IWINAC (1)
S. Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
2013 — conf
New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease.
IWINAC (1)
Elkyn Alexander Belalcázar-Bolaños, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez, Elmar Nöth
2013 J jnl
Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words.
Cogn. Comput.
Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, S. Murillo Rendón, Germán Castellanos-Domínguez, J. F. Garcés
2013 — conf
Perceptual Analysis of Speech Signals from People with Parkinson's Disease.
IWINAC (1)
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2012 A conf
Automatic detection of hypernasal speech signals using nonlinear and entropy measurements.
INTERSPEECH
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2012 — conf
Objective measurements to evaluate glottal space segmentation from laryngeal images.
EMBC
Juana M. Gutiérrez-Arriola, Víctor Osma-Ruiz, Nicolás Sáenz-Lechón, Juan Ignacio Godino-Llorente, Rubén Fraile, Julián D. Arias-Londoño
2012 J jnl
Towards collaborative work among speech therapists, phoniatricians, and ENT professionals: Analysis of the impact of ciphering techniques in the performance of an integrated tool for the diagnosis of voice disorders.
Biomed. Signal Process. Control.
Víctor Osma-Ruiz, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Juana Maria Gutiérrez-Arriola, Julián D. Arias-Londoño, Rubén Fraile, Bartolomé Scola-Yurrita
2011 — conf
Automatic Detection of Hypernasality in Children.
IWINAC (2)
S. Murillo Rendón, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
2011 J jnl
Automatic Detection of Pathological Voices Using Complexity Measures, Noise Parameters, and Mel-Cepstral Coefficients.
IEEE Trans. Biomed. Eng.
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2011 — conf
Automatic GRBAS assessment using complexity measures and a multiclass GMM-based detector.
MAVEBA
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Juana M. Gutiérrez-Arriola
2011 A conf
Automatic Selection of Acoustic and Non-Linear Dynamic Features in Voice Signals for Hypernasality Detection.
INTERSPEECH
Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Andrés Marino Álvarez-Meza, Julián D. Arias-Londoño, Edilson Delgado-Trejos, Jesús Francisco Vargas-Bonilla, César Germán Castellanos-Domínguez
2011 — conf
Nonlinear Dynamics for Hypernasality Detection.
NOLISP
Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Jesús Francisco Vargas-Bonilla, Edilson Delgado-Trejos, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
2010 J jnl
An improved method for voice pathology detection by means of a HMM-based feature space transformation.
Pattern Recognit.
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2010 Misc conf
Dysphonia detection based on modulation spectral features and cepstral coefficients.
ICASSP
Maria E. Markaki, Yannis Stylianou, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
2009 — conf
Advanced preprocessing of larynx images to improve the segmentation of glottal area.
MAVEBA
Víctor Osma-Ruiz, Juana M. Gutiérrez-Arriola, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Rubén Fraile, Julián D. Arias-Londoño
2009 J jnl
Dynamic Feature Extraction: an Application to Voice Pathology Detection.
Intell. Autom. Soft Comput.
Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2008 J jnl
Effects of Audio Compression in Automatic Detection of Voice Pathologies.
IEEE Trans. Biomed. Eng.
Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Juan Ignacio Godino-Llorente, Manuel Blanco-Velasco, Fernando Cruz-Roldán, Julián D. Arias-Londoño