Julio J. Valdés

113 papers A 1B 39C 4Misc 3Journal 24Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Coughprint: Distilled Cough Representations From Speech Foundation Model Embeddings. IEEE Trans. Instrum. Meas. Brady Laska, Pengcheng Xi, Julio J. Valdés, Bruce Wallace, James Green, Rafik Goubran, Frank Knoefel
2025	—	`conf`	Food Degradation Analysis Using Multimodal Fuzzy Clustering. CVPR Workshops Julio J. Valdés, Stephie Liu, Shawn Yang, Yuhao Chen, Alexander Wong, Pengcheng Xi
2025	J	`jnl`	afspm: A Framework for Manufacturer-Agnostic Automation in Scanning Probe Microscopy. CoRR Nicholas J. Sullivan, Julio J. Valdés, Kirk H. Bevan, Peter Grutter
2024	—	`conf`	Cough Sound Analysis using Vocal Tract Models. I2MTC Brady Laska, Julio J. Valdés, Pengcheng Xi, Rafik Goubran, Bruce Wallace, Madison Cohen-McFarlane, Frank Knoefel
2024	B	`conf`	Forecasting Hypoxia Events in North Atlantic Ecosystems Using Chaotic Dynamics. IJCNN Guillaume Durand, Julio J. Valdés, Thomas Guyondet, Olivia Gerry Rice, Michael Coffin
2024	—	`conf`	Multi-Level Method for Sound Source Location Measurement. I2MTC Mahya Shahmohammadimehrjardi, R. Bruce Wallace, Adrian D. C. Chan, Rafik Goubran, Pengcheng Xi, Julio J. Valdés
2024	J	`jnl`	Novel machine learning insights into the QM7b and QM9 quantum mechanics datasets. J. Comput. Chem. Julio J. Valdés, Alain B. Tchagang
2024	—	`conf`	Zero-Shot Multi-Task Cough Sound Analysis with Speech Foundation Model Embeddings. MeMeA Brady Laska, Pengcheng Xi, Julio J. Valdés, R. Bruce Wallace, Rafik Goubran
2023	B	`conf`	Approximating the Atomic Composition of Drug-like Molecules from Quantum Derived Properties: Inverse Design. IJCNN Julio J. Valdés, Alain B. Tchagang
2023	—	`conf`	Data Augmentation using Reverb and Noise in Deep Learning Implementation of Cough Classification. MeMeA Saiful Huq, Pengcheng Xi, Rafik Goubran, Julio J. Valdés, Frank Knoefel, James R. Green
2023	B	`conf`	Domestic Sound Classification with Deep Learning. SAS Zhenyu Zhang, Yichun Shen, Julio J. Valdés, Saiful Huq, Bruce Wallace, James Green, Pengcheng Xi, Rafik Goubran
2023	J	`jnl`	Understanding the Structure of QM7b and QM9 Quantum Mechanical Datasets Using Unsupervised Learning. CoRR Julio J. Valdés, Alain B. Tchagang
2022	B	`conf`	Computational Intelligence Approach for the Analysis of Estuary Hypoxia Phenomena. IJCNN Guillaume Durand, Julio J. Valdés, Michael Coffin, Md Monwer Hussain, Luke Poirier
2022	B	`conf`	Cough Classification Using Audio Spectrogram Transformer. SAS Karim Habashy, Julio J. Valdés, Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel
2022	B	`conf`	Cough Classification with Deep Derived Features using Audio Spectrogram Transformer. IEEE Big Data Julio J. Valdés, Karim Habashy, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel
2022	—	`conf`	Explainable AI Applied to the Analysis of the Climatic Behavior of 11 Years of Meteosat Water Vapor Images. SSCI Julio J. Valdés, Antonio Pou
2022	C	`conf`	Towards a Classification Scheme for Inferring the Atomic Composition of Drug-like Molecules from their Quantum Derived Electronic Properties. CIBCB Alain B. Tchagang, Julio J. Valdés
2021	—	`conf`	A Machine Learning - Explainable AI approach to tropospheric dynamics analysis using Water Vapor Meteosat images. SSCI Julio J. Valdés, Antonio Pou
2021	J	`jnl`	An Extension of the Gamma Test Statistics to Binary Variables and Some Applications. Int. J. Pattern Recognit. Artif. Intell. Alessandro Maria Selvitella, Julio J. Valdés
2021	—	`conf`	Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization. MeMeA Julio J. Valdés, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel
2021	B	`conf`	Computational Intelligence Techniques Applied to a Preliminary Exploration of Climatic Traits using Meteosat Water Vapor Images. IJCNN Julio J. Valdés, Antonio Pou
2021	J	`jnl`	Evaluation and Selection of Video Stabilization Techniques for UAV-Based Active Infrared Thermography Application. Sensors Shashank Pant, Parham Nooralishahi, Nicolas P. Avdelidis, Clemente Ibarra-Castanedo, Marc Genest, Shakeb Deane, Julio J. Valdés, Argyrios C. Zolotas, Xavier P. V. Maldague
2021	—	`conf`	Impact of face coverings on cough measurement characterization. MeMeA Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Julio J. Valdés, Rafik Goubran, Frank Knoefel
2021	—	`conf`	Time Frequency Representations and Deep Convolutional Neural Networks: A Recipe for Molecular Properties Prediction. CCECE Alain B. Tchagang, Julio J. Valdés
2020	B	`conf`	A Computational Intelligence Characterization of Solar Magnetograms. IJCNN Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri
2020	—	`conf`	A Distributed Multimodal Multi-user Virtual Environment for Visualization and Query of Complex Data. IHIET (Lausanne) Jean-François Lapointe, Julio J. Valdés, Luc Belliveau, Norman G. Vinson, Bruno Emond, Serge Léger
2020	—	`conf`	Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Direct Mappings. SSCI Julio J. Valdés, Alain B. Tchagang
2020	—	`conf`	Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Inverse Mappings. SSCI Julio J. Valdés, Alain B. Tchagang
2020	—	`conf`	Failure modeling in a gas turbine system: Combining classification with anomaly detection models for two data selection strategies. SSCI Catherine Cheung, Davis To, Julio J. Valdés
2020	B	`conf`	Radar-based Noncontact Human Activity Classification Using Genetic Programming. CEC Julio J. Valdés, Zachary Baird, Sreeraman Rajan, Miodrag Bolic
2019	—	`conf`	Characterization of Quantum Derived Electronic Properties of Molecules: A Computational Intelligence Approach. ICANN (Workshop) Julio J. Valdés, Alain B. Tchagang
2019	—	`conf`	Discrete Fourier Transform Improves the Prediction of the Electronic Properties of Molecules in Quantum Machine Learning. CCECE Alain B. Tchagang, Julio J. Valdés
2019	J	`jnl`	Failure Modeling of a Propulsion Subsystem: Unsupervised and Semi-Supervised Approaches to Anomaly Detection. Int. J. Pattern Recognit. Artif. Intell. Catherine Cheung, Julio J. Valdés, Richard Salas Chavez, Srishti Sehgal
2019	B	`conf`	Machine Learning Approaches for Predicting the 10.7 cm Radio Flux from Solar Magnetogram Data. IJCNN Julio J. Valdés, Ljubomir Nikolic, Kenneth Tapping
2019	—	`conf`	Prediction of the Atomization Energy of Molecules Using Coulomb Matrix and Atomic Composition in a Bayesian Regularized Neural Networks. ICANN (Workshop) Alain B. Tchagang, Julio J. Valdés
2019	B	`conf`	Visualizing Learning Performance Data and Model Predictions as Objects in a 3D Space. EDM Bruno Emond, Julio J. Valdés
2018	J	`jnl`	Extreme learning machines with heterogeneous data types. Neurocomputing Julio J. Valdés
2018	B	`conf`	Single Channel Continuous Wave Doppler Radar for Differentiating Types of Human Activity. IJCNN Julio J. Valdés, Zachary Baird, Sreeraman Rajan, Miodrag Bolic
2017	B	`conf`	Extreme learning machines to approximate low dimensional spaces for helicopter load signal and fatigue life estimation. IJCNN Julio J. Valdés, Catherine Cheung, Alejandro Lehman Rubio
2017	B	`conf`	Helicopter load signal and fatigue life estimation using low dimensional spaces. IJCNN Catherine Cheung, Julio J. Valdés, Alejandro Lehman Rubio
2016	B	`conf`	Extreme Learning Machines for approximating nonlinear dimensionality reduction mappings: Application to Haptic handwritten signatures. IJCNN Julio J. Valdés, Fawaz A. Alsulaiman, Abdulmotaleb El Saddik
2016	B	`conf`	Heterogeneous extreme learning machines. IJCNN Julio J. Valdés
2016	—	`ch.`	Improving Load Signal and Fatigue Life Estimation for Helicopter Components Using Computational Intelligence Techniques. Recent Advances in Computational Intelligence in Defense and Security Catherine Cheung, Julio J. Valdés, Jobin Puthuparampil
2016	—	`ch.`	Visualization of Handwritten Signatures Based on Haptic Information. Recent Advances in Computational Intelligence in Defense and Security Julio J. Valdés, Fawaz A. Alsulaiman, Abdulmotaleb El Saddik
2015	—	`conf`	Haptic handwritten signatures: the effect of deconcentrated dissimilarities on manifold extraction. HAVE Julio J. Valdés, Fawaz A. Alsulaiman, Abdulmotaleb El Saddik
2014	C	`conf`	Sensor dynamics in high dimensional phase spaces via nonlinear transformations: Application to helicopter loads monitoring. CIDM Julio J. Valdés, Catherine Cheung, Matthew Li
2013	J	`jnl`	Identity verification based on handwritten signatures with haptic information using genetic programming. ACM Trans. Multim. Comput. Commun. Appl. Fawaz A. Alsulaiman, Nizar Sakr, Julio J. Valdés, Abdulmotaleb El Saddik
2013	—	`conf`	Identity verification based on haptic handwritten Signature: Novel fitness functions for GP framework. HAVE Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El Saddik
2012	J	`jnl`	Data and knowledge visualization with virtual reality spaces, neural networks and rough sets: Application to cancer and geophysical prospecting data. Expert Syst. Appl. Julio J. Valdés, Enrique Romero, Alan J. Barton
2012	—	`conf`	Identity verification based on haptic handwritten signatures: Genetic programming with unbalanced data. CISDA Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El Saddik
2012	B	`conf`	Towards conservative helicopter loads prediction using computational intelligence techniques. IJCNN Julio J. Valdés, Catherine Cheung, Matthew Li
2012	B	`conf`	Use of evolutionary computation techniques for exploration and prediction of helicopter loads. IEEE Congress on Evolutionary Computation Catherine Cheung, Julio J. Valdés, Matthew Li
2011	B	`conf`	Computational intelligence methods for helicopter loads estimation. IJCNN Julio J. Valdés, Catherine Cheung, Weichao Wang
2011	B	`conf`	Evolutionary computation methods for helicopter loads estimation. IEEE Congress on Evolutionary Computation Julio J. Valdés, Catherine Cheung, Weichao Wang
2011	—	`ch.`	Genetic Programming for Exploring Medical Data using Visual Spaces. Genetic and Evolutionary Computation: Medical Applications Julio J. Valdés, Alan J. Barton, Robert Orchard
2010	B	`conf`	Central england temperatures and solar activity: A Computational Intelligence approach. IJCNN Julio J. Valdés, Antonio Pou
2010	B	`conf`	Evolutionary computation based nonlinear transformations to low dimensional spaces for sensor data fusion and Visual Data Mining. IEEE Congress on Evolutionary Computation Julio J. Valdés
2010	—	`conf`	Exploring the underlying structure of haptic-based handwritten signatures using visual data mining techniques. HAPTICS Nizar Sakr, Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El Saddik, Nicolas D. Georganas
2010	B	`conf`	Feature selection in haptic-based handwritten signatures using rough sets. FUZZ-IEEE Nizar Sakr, Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El Saddik, Nicolas D. Georganas
2010	J	`jnl`	Finding order in chaos: a behavior model of the whole grid. Concurr. Comput. Pract. Exp. Jesús Montes, Alberto Sánchez, Julio J. Valdés, María S. Pérez, Pilar Herrero
2010	—	`conf`	Identification of Similarities among MS/MS Spectra from Human Brain. BICoB Alan J. Barton, Arsalan S. Haqqani, Julio J. Valdés
2009	B	`conf`	Climatic variation of the structure of maximum daily temperatures in Spain: A combined statistical and computational intelligence approach. IJCNN Julio J. Valdés, Antonio Pou
2009	—	`conf`	Data Fusion via Nonlinear Space Transformations. SNA Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang
2009	—	`conf`	Feature selection and classification in genetic programming: Application to haptic-based biometric data. CISDA Fawaz A. Alsulaiman, Nizar Sakr, Julio J. Valdés, Abdulmotaleb El Saddik, Nicolas D. Georganas
2009	B	`conf`	Learning the neuron functions within a neural network via Genetic Programming: Applications to geophysics and hydrogeology. IJCNN Alan J. Barton, Julio J. Valdés, Robert Orchard
2009	—	`ch.`	Neural Network-Based Visual Data Mining for Cancer Data. Encyclopedia of Artificial Intelligence Enrique Romero, Julio J. Valdés, Alan J. Barton
2009	J	`jnl`	Neural networks with multiple general neuron models: A hybrid computational intelligence approach using Genetic Programming. Neural Networks Alan J. Barton, Julio J. Valdés, Robert Orchard
2009	—	`conf`	Relevant Feature Selection and Generation in High Dimensional Haptic-based Biometric Data. DMIN Nizar Sakr, Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El Saddik, Nicolas D. Georganas
2009	—	`ch.`	Visualizing Cancer Databases Using Hybrid Spaces. Encyclopedia of Artificial Intelligence Julio J. Valdés, Alan J. Barton
2008	J	`jnl`	Analysis of mass spectrometry data of cerebral stroke samples: an evolutionary computation approach to resolve and quantify peptide peaks. Genet. Program. Evolvable Mach. Julio J. Valdés, Alan J. Barton, Arsalan S. Haqqani
2008	B	`conf`	Characterization of climatic variations in Spain at the regional scale: A computational intelligence approach. IJCNN Julio J. Valdés, Antonio Pou, Robert Orchard
2008	—	`conf`	Computational Intelligence Techniques Applied to Magnetic Resonance Spectroscopy Data of Human Brain Cancers. RSCTC Alan J. Barton, Julio J. Valdés
2008	C	`conf`	Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Gastric and Liver Cancer Databases: An Evolutionary Computation Approach. ISMIS Alan J. Barton, Julio J. Valdés
2008	—	`conf`	The Grid as a Single Entity: Towards a Behavior Model of the Whole Grid. OTM Conferences (1) Jesús Montes, Alberto Sánchez, Julio J. Valdés, María S. Pérez, Pilar Herrero
2008	—	`conf`	Visualizing Human Behavioral Features based on Signature Haptic Data. HAPTICS Rosa Iglesias, Mauricio Orozco Trujillo, Julio J. Valdés, Abdulmotaleb El Saddik
2007	J	`jnl`	Computational intelligence in earth and environmental sciences. Neural Networks Vladimir Cherkassky, William Hsieh, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valdés
2007	—	`conf`	Computational intelligence techniques: a study of scleroderma skin disease. GECCO (Companion) Julio J. Valdés, Alan J. Barton
2007	B	`conf`	Data and Knowledge Visualization with Virtual Reality Spaces, Neural Networks and Rough Sets: Application to Geophysical Prospecting. IJCNN Julio J. Valdés, Enrique Romero, Ruben Gonzalez
2007	—	`conf`	Exploring medical data using visual spaces with genetic programming and implicit functional mappings. GECCO (Companion) Julio J. Valdés, Robert Orchard, Alan J. Barton
2007	J	`jnl`	Finding Relevant Attributes in High Dimensional Data: A Distributed Computing Hybrid Data Mining Strategy. Trans. Rough Sets Julio J. Valdés, Alan J. Barton
2007	B	`conf`	Greenland Temperatures and Solar Activity: A Computational Intelligence Approach. IJCNN Julio J. Valdés, Antonio Pou
2007	Misc	`conf`	Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Cancer Databases: An Evolutionary Computation Approach. IWANN Julio J. Valdés, Alan J. Barton
2007	B	`conf`	Multi-objective Evolutionary Optimization of Neural Networks for Virtual Reality Visual Data Mining: Application to Hydrochemistry. IJCNN Julio J. Valdés, Alan J. Barton
2007	J	`jnl`	Multi-objective evolutionary optimization for constructing neural networks for virtual reality visual data mining: Application to geophysical prospecting. Neural Networks Julio J. Valdés, Alan J. Barton
2007	Misc	`conf`	Neural Network Based Virtual Reality Spaces for Visual Data Mining of Cancer Data: An Unsupervised Perspective. IWANN Enrique Romero, Julio J. Valdés, Alan J. Barton
2007	B	`conf`	Virtual reality high dimensional objective spaces for multi-objective optimization: An improved representation. IEEE Congress on Evolutionary Computation Julio J. Valdés, Alan J. Barton, Robert Orchard
2007	B	`conf`	Visualizing high dimensional objective spaces for multi-objective optimization: A virtual reality approach. IEEE Congress on Evolutionary Computation Julio J. Valdés, Alan J. Barton
2006	J	`jnl`	2006 Special issue: Earth Sciences and Environmental Applications of Computational IntelligenceIntroduction. Neural Networks Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valdés
2006	J	`jnl`	Computational intelligence in earth sciences and environmental applications: Issues and challenges. Neural Networks Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valdés
2006	—	`conf`	Distributed Data Mining on Virtual Clusters. HPCS Gabriel Mateescu, Julio J. Valdés
2006	A	`conf`	Multiobjective evolutionary optimization for visual data mining with virtual reality spaces: application to Alzheimer gene expressions. GECCO Julio J. Valdés, Alan J. Barton
2006	—	`conf`	Relevant Attribute Discovery in High Dimensional Data: Application to Breast Cancer Gene Expressions. RSKT Julio J. Valdés, Alan J. Barton
2006	J	`jnl`	Time dependent neural network models for detecting changes of state in complex processes: Applications in earth sciences and astronomy. Neural Networks Julio J. Valdés, Graeme Bonham-Carter
2006	B	`conf`	Virtual Reality Spaces for Visual Data Mining with Multiobjective Evolutionary Optimization: Implicit and Explicit Function Representations Mixing Unsupervised and Supervised Properties. IEEE Congress on Evolutionary Computation Julio J. Valdés, Alan J. Barton
2006	B	`conf`	Virtual Reality Visual Data Mining via Neural Networks obtained from Multi-objective Evolutionary Optimization: Application to Geophysical Prospecting. IJCNN Julio J. Valdés, Alan J. Barton
2005	—	`conf`	Relevant Attribute Discovery in High Dimensional Data Based on Rough Sets and Unsupervised Classification: Application to Leukemia Gene Expressions. RSFDGrC (2) Julio J. Valdés, Alan J. Barton
2005	B	`conf`	Special session panel discussion: methodological issues in the application of learning methods to climate modeling and Earth sciences. IJCNN Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valdés
2005	B	`conf`	Time dependent neural network models for detecting changes of state in Earth and planetary processes. IJCNN Julio J. Valdés, Graeme Bonham-Carter
2005	B	`conf`	Virtual reality visual data mining with nonlinear discriminant neural networks: application to leukemia and Alzheimer gene expression data. IJCNN Julio J. Valdés, Alan J. Barton
2004	J	`jnl`	Data mining of gene expression changes in Alzheimer brain. Artif. Intell. Medicine P. Roy Walker, Brandon Smith, Qing Yan Liu, A. Fazel Famili, Julio J. Valdés, Ziying Liu, Boleslaw Lach
2004	C	`conf`	Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective. IEA/AIE Julio J. Valdés, Alan J. Barton
2003	B	`conf`	An evolution strategies approach to the simultaneous discretization of numeric attributes in data mining. IEEE Congress on Evolutionary Computation Julio J. Valdés, Luis Carlos Molina, N. Peris
2003	—	`conf`	Mining Multivariate Time Series Models with Soft-Computing Techniques: A Coarse-Grained Parallel Computing Approach. ICCSA (2) Julio J. Valdés, Alan J. Barton
2003	B	`conf`	Multivariate time series model discovery with similarity-based neuro-fuzzy networks and genetic algorithms. IJCNN Julio J. Valdés, Alan J. Barton
2003	—	`conf`	Virtual Reality Representation of Information Systems and Decision Rules: An Exploratory Technique for Understanding Data and Knowledge Structure. RSFDGrC Julio J. Valdés
2002	—	`conf`	Time Series Model Mining with Similarity-Based Neuro-Fuzzy Networks and Genetic Algorithms: A Parallel Implementation. Rough Sets and Current Trends in Computing Julio J. Valdés, Gabriel Mateescu
2000	B	`conf`	Behavior Analysis of Fractal Features for Texture Description in Digital Images: An Experimental Study. ICPR Julio J. Valdés, Luis Carlos Molina, Sergio Espinosa
2000	J	`jnl`	Fuzzy heterogeneous neurons for imprecise classification problems. Int. J. Intell. Syst. Julio J. Valdés, Lluís A. Belanche Muñoz, René Alquézar
2000	J	`jnl`	Prediction of the bulking phenomenon in wastewater treatment plants. Artif. Intell. Eng. Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi Rodríguez-Roda, Manel Poch
1999	—	`conf`	Fuzzy Inputs and Missing Data in Similarity-Based Heterogeneous Neural Networks. IWANN (2) Lluís Belanche, Julio J. Valdés
1999	J	`jnl`	Towards a model of input-output behaviour os wastewater treatment plants using soft computing techniques. Environ. Model. Softw. Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi R.-Roda, Manel Poch
1997	Misc	`conf`	A Model for Heterogeneous Neurons and Its Use in Configuring Neural Networks for Classification Problems. IWANN Julio J. Valdés, Ricardo García
1989	J	`jnl`	Partially ordered combining structures and multiple sources of knowledge evidences in rule-based expert systems. Kybernetika Julio J. Valdés