Julián D. Arias-Londoño

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 15

Top Topics

Imbalanced Datasets

Automatic Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning. Biomed. Signal Process. Control. 90 (2024)
Gabriel D. Uribe-Guerra, Danny A. Múnera-Ramírez, Julián D. Arias-Londoño
Feed formulation using multi-objective Bayesian optimization. Comput. Electron. Agric. 224 (2024)
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
NeuroVoz: a Castillian Spanish corpus of parkinsonian speech. CoRR (2024)
Mahdi Bejani, Elisa Luque-Buzo, Arsen Burlaka-Petrash, Jorge Andrés Gómez García, Julián D. Arias-Londoño, F. Grandas-Pérez, Jesús Grajal, Juan Ignacio Godino-Llorente
Baseline Wander Removal Applied to Smooth Pursuit Eye Movements From Parkinsonian Patients. IEEE Access 11 (2023)
Germán E. Melo-Acosta, Freddy Duitama-Muñoz, Julián D. Arias-Londoño
An Instance Selection Algorithm for Big Data in High imbalanced datasets based on LSH. CoRR (2022)
Kevin Martínez-Gallego, Andrés M. Álvarez-Ortiz, Julián D. Arias-Londoño
Fake News Detection in Spanish Using Deep Learning Techniques. CoRR (2021)
Jorge Andrés Gómez García, Laureano Moro-Velázquez, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
On the design of automatic voice condition analysis systems. Part III: review of acoustic modelling strategies. Biomed. Signal Process. Control. 66 (2021)
Laureano Moro-Velázquez, Jorge Andrés Gómez García, Julián D. Arias-Londoño, Najim Dehak, Juan Ignacio Godino-Llorente
Advances in Parkinson's Disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects. Biomed. Signal Process. Control. 66 (2021)
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente
Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach. CoRR (2020)
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente
Multimodal and Multi-Output Deep Learning Architectures for the Automatic Assessment of Voice Quality Using the GRB Scale. IEEE J. Sel. Top. Signal Process. 14 (2) (2020)
Julián D. Arias-Londoño, Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente
Artificial Intelligence Applied to Chest X-Ray Images for the Automatic Detection of COVID-19. A Thoughtful Evaluation Approach. IEEE Access 8 (2020)
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
Protein Disorder Prediction using Jumping Motifs from Torsion Angles Dynamics in Ramachandran Plots. BIOINFORMATICS (2018)
J. E. Salazar Jiménez, J. D. Sánchez Carvajal, B. Quiros-Gómez, Julián D. Arias-Londoño
Automatic Feature Selection in the SOPFs Dissolution Profiles Prediction Problem. BIOINFORMATICS (2017)
Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna
Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots. BIOINFORMATICS (2017)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech. ICASSP (2016)
T. Villa-Cañas, Julián D. Arias-Londoño, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Low-frequency components analysis in running speech for the automatic detection of parkinson's disease. INTERSPEECH (2015)
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
Voiced/unvoiced transitions in speech as a potential bio-marker to detect parkinson's disease. INTERSPEECH (2015)
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
Entropies from Markov Models as Complexity Measures of Embedded Attractors. Entropy 17 (6) (2015)
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Spectral and cepstral analyses for Parkinson's disease detection in Spanish vowels and words. Expert Syst. J. Knowl. Eng. 32 (6) (2015)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, Elmar Nöth
Automatic detection of parkinson's disease from continuous speech recorded in non-controlled noise conditions. INTERSPEECH (2015)
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, L. D. Avendaño, Elmar Nöth
Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech. TSD (2015)
Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
A multi-class extension for multi-labeler support vector machines. ESANN (2014)
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
Automatic detection of parkinson's disease from words uttered in three different languages. INTERSPEECH (2014)
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Analysis of Speech from People with Parkinson's Disease through Nonlinear Dynamics. NOLISP (2013)
S. Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines. IWINAC (1) (2013)
Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, S. Murillo Rendón, Germán Castellanos-Domínguez, J. F. Garcés
Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words. Cogn. Comput. 5 (4) (2013)
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Perceptual Analysis of Speech Signals from People with Parkinson's Disease. IWINAC (1) (2013)
Elkyn Alexander Belalcázar-Bolaños, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez, Elmar Nöth
New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease. IWINAC (1) (2013)
Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Automatic detection of hypernasal speech signals using nonlinear and entropy measurements. INTERSPEECH (2012)
Juana M. Gutiérrez-Arriola, Víctor Osma-Ruiz, Nicolás Sáenz-Lechón, Juan Ignacio Godino-Llorente, Rubén Fraile, Julián D. Arias-Londoño
Objective measurements to evaluate glottal space segmentation from laryngeal images. EMBC (2012)
Víctor Osma-Ruiz, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Juana Maria Gutiérrez-Arriola, Julián D. Arias-Londoño, Rubén Fraile, Bartolomé Scola-Yurrita
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. 7 (1) (2012)
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
Automatic Selection of Acoustic and Non-Linear Dynamic Features in Voice Signals for Hypernasality Detection. INTERSPEECH (2011)
S. Murillo Rendón, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
Automatic Detection of Hypernasality in Children. IWINAC (2) (2011)
Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Jesús Francisco Vargas-Bonilla, Edilson Delgado-Trejos, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
Nonlinear Dynamics for Hypernasality Detection. NOLISP (2011)
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Juana M. Gutiérrez-Arriola
Automatic GRBAS assessment using complexity measures and a multiclass GMM-based detector. MAVEBA (2011)
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
Automatic Detection of Pathological Voices Using Complexity Measures, Noise Parameters, and Mel-Cepstral Coefficients. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
An improved method for voice pathology detection by means of a HMM-based feature space transformation. Pattern Recognit. 43 (9) (2010)
Maria E. Markaki, Yannis Stylianou, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente
Dysphonia detection based on modulation spectral features and cepstral coefficients. ICASSP (2010)
Víctor Osma-Ruiz, Juana M. Gutiérrez-Arriola, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Rubén Fraile, Julián D. Arias-Londoño
Advanced preprocessing of larynx images to improve the segmentation of glottal area. MAVEBA (2009)
Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
Dynamic Feature Extraction: an Application to Voice Pathology Detection. Intell. Autom. Soft Comput. 15 (4) (2009)
Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Juan Ignacio Godino-Llorente, Manuel Blanco-Velasco, Fernando Cruz-Roldán, Julián D. Arias-Londoño
Effects of Audio Compression in Automatic Detection of Voice Pathologies. IEEE Trans. Biomed. Eng. 55 (12) (2008)