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Publication search results
found 120 matches
- 2025
- Brady Laska
, Pengcheng Xi
, Julio J. Valdés
, Bruce Wallace
, James Green
, Rafik Goubran
, Frank Knoefel
:
Coughprint: Distilled Cough Representations From Speech Foundation Model Embeddings. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - Javier Bisbal, Julio Sotelo, Maria I Valdés, Pablo Irarrazaval, Marcelo E. Andia, Julio García, Jose Rodriguez-Palomares, Francesca Raimondi, Cristian Tejos, Sergio Uribe:
Adaptive Plane Reformatting for 4D Flow MRI using Deep Reinforcement Learning. CoRR abs/2506.00727 (2025) - 2024
- Julio J. Valdés, Alain B. Tchagang
:
Novel machine learning insights into the QM7b and QM9 quantum mechanics datasets. J. Comput. Chem. 45(15): 1193-1214 (2024) - Brady Laska
, Julio J. Valdés, Pengcheng Xi, Rafik Goubran, Bruce Wallace, Madison Cohen-McFarlane, Frank Knoefel:
Cough Sound Analysis using Vocal Tract Models. I2MTC 2024: 1-6 - Mahya Shahmohammadimehrjardi, R. Bruce Wallace, Adrian D. C. Chan, Rafik Goubran, Pengcheng Xi, Julio J. Valdés:
Multi-Level Method for Sound Source Location Measurement. I2MTC 2024: 1-6 - Guillaume Durand, Julio J. Valdés, Thomas Guyondet, Olivia Gerry Rice, Michael Coffin:
Forecasting Hypoxia Events in North Atlantic Ecosystems Using Chaotic Dynamics. IJCNN 2024: 1-8 - Brady Laska
, Pengcheng Xi, Julio J. Valdés, R. Bruce Wallace, Rafik Goubran:
Zero-Shot Multi-Task Cough Sound Analysis with Speech Foundation Model Embeddings. MeMeA 2024: 1-6 - 2023
- Julio J. Valdés, Alain B. Tchagang:
Approximating the Atomic Composition of Drug-like Molecules from Quantum Derived Properties: Inverse Design. IJCNN 2023: 1-8 - Saiful Huq, Pengcheng Xi, Rafik Goubran, Julio J. Valdés, Frank Knoefel, James R. Green:
Data Augmentation using Reverb and Noise in Deep Learning Implementation of Cough Classification. MeMeA 2023: 1-6 - Zhenyu Zhang, Yichun Shen
, Julio J. Valdés, Saiful Huq, Bruce Wallace, James Green, Pengcheng Xi, Rafik Goubran:
Domestic Sound Classification with Deep Learning. SAS 2023: 1-6 - Julio J. Valdés, Alain B. Tchagang:
Understanding the Structure of QM7b and QM9 Quantum Mechanical Datasets Using Unsupervised Learning. CoRR abs/2309.15130 (2023) - 2022
- Julio J. Valdés, Karim Habashy, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Cough Classification with Deep Derived Features using Audio Spectrogram Transformer. IEEE Big Data 2022: 1729-1739 - Alain B. Tchagang, Julio J. Valdés:
Towards a Classification Scheme for Inferring the Atomic Composition of Drug-like Molecules from their Quantum Derived Electronic Properties. CIBCB 2022: 1-5 - Guillaume Durand, Julio J. Valdés, Michael Coffin, Md Monwer Hussain, Luke Poirier
:
Computational Intelligence Approach for the Analysis of Estuary Hypoxia Phenomena. IJCNN 2022: 1-8 - Karim Habashy, Julio J. Valdés, Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Cough Classification Using Audio Spectrogram Transformer. SAS 2022: 1-6 - Julio J. Valdés, Antonio Pou:
Explainable AI Applied to the Analysis of the Climatic Behavior of 11 Years of Meteosat Water Vapor Images. SSCI 2022: 846-853 - 2021
- Alessandro Maria Selvitella, Julio J. Valdés:
An Extension of the Gamma Test Statistics to Binary Variables and Some Applications. Int. J. Pattern Recognit. Artif. Intell. 35(10): 2151010:1-2151010:30 (2021) - Shashank Pant
, Parham Nooralishahi
, Nicolas P. Avdelidis
, Clemente Ibarra-Castanedo
, Marc Genest
, Shakeb Deane
, Julio J. Valdés, Argyrios C. Zolotas
, Xavier P. V. Maldague
:
Evaluation and Selection of Video Stabilization Techniques for UAV-Based Active Infrared Thermography Application. Sensors 21(5): 1604 (2021) - Alain B. Tchagang, Julio J. Valdés:
Time Frequency Representations and Deep Convolutional Neural Networks: A Recipe for Molecular Properties Prediction. CCECE 2021: 1-5 - Julio J. Valdés, Antonio Pou:
Computational Intelligence Techniques Applied to a Preliminary Exploration of Climatic Traits using Meteosat Water Vapor Images. IJCNN 2021: 1-8 - Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Julio J. Valdés, Rafik Goubran, Frank Knoefel:
Impact of face coverings on cough measurement characterization. MeMeA 2021: 1-6 - Julio J. Valdés, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization. MeMeA 2021: 1-6 - Julio J. Valdés, Antonio Pou:
A Machine Learning - Explainable AI approach to tropospheric dynamics analysis using Water Vapor Meteosat images. SSCI 2021: 1-8 - 2020
- José Luis Velázquez-Libera
, Fabio Durán-Verdugo
, Alejandro Valdés-Jiménez
, Gabriel Núñez-Vivanco
, Julio Caballero
:
LigRMSD: a web server for automatic structure matching and RMSD calculations among identical and similar compounds in protein-ligand docking. Bioinform. 36(9): 2912-2914 (2020) - Julio A. Peraza-Goicolea
, Eduardo Martínez-Montes
, Eduardo Aubert, Pedro A. Valdés-Hernández, Roberto Mulet:
Modeling functional resting-state brain networks through neural message passing on the human connectome. Neural Networks 123: 52-69 (2020) - Julio J. Valdés, Zachary Baird, Sreeraman Rajan
, Miodrag Bolic:
Radar-based Noncontact Human Activity Classification Using Genetic Programming. CEC 2020: 1-8 - Jean-François Lapointe
, Julio J. Valdés, Luc Belliveau, Norman G. Vinson
, Bruno Emond
, Serge Léger:
A Distributed Multimodal Multi-user Virtual Environment for Visualization and Query of Complex Data. IHIET (Lausanne) 2020: 213-218 - Julio J. Valdés, Ljubomir Nikolic, Simone Disabato
, Manuel Roveri
:
A Computational Intelligence Characterization of Solar Magnetograms. IJCNN 2020: 1-8 - Catherine Cheung, Davis To, Julio J. Valdés:
Failure modeling in a gas turbine system: Combining classification with anomaly detection models for two data selection strategies. SSCI 2020: 842-849 - Julio J. Valdés, Alain B. Tchagang:
Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Direct Mappings. SSCI 2020: 2485-2494
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