Sergio Hernández

45 papers C 5Journal 17Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Autonomous collection of voiding events for sound uroflowmetries with machine learning. Biomed. Signal Process. Control. Laura Arjona, Sergio Hernández, Girish Narayanswamy, Alfonso Bahillo, Shwetak N. Patel
2023	J	`jnl`	Evaluating deep learning predictions for COVID-19 from X-ray images using leave-one-out predictive densities. Neural Comput. Appl. Sergio Hernández, Xaviera A. López-Cortés
2023	J	`jnl`	Explainable Hidden Markov Model for road safety: a case of road closure recommendations in extreme weather conditions. J. Intell. Fuzzy Syst. Sergio Hernández, Juan Luis López, Xaviera A. López-Cortés, Angélica Urrutia
2022	—	`conf`	Convolutional and Dense ANN for Cloud Kinetics Forecasting Using Satellite Images. MICAI (1) Mónica Borunda, Adrián Ramírez, Raul Garduño Ramírez, Gerardo Ruiz, Sergio Hernández, O. A. Jaramillo
2021	—	`conf`	Evaluating and Diagnosing Convergence for Stochastic Gradient Langevin Dynamics. SCCC Sergio Hernández, Juan Luis Lopez
2020	J	`jnl`	Improving predictive uncertainty estimation using Dropout-Hamiltonian Monte Carlo. Soft Comput. Sergio Hernández, Diego Vergara, Matias Valdenegro-Toro, Felipe Jorquera
2019	J	`jnl`	Probability hypothesis density filter using determinantal point processes for multi object tracking. Comput. Vis. Image Underst. Felipe Jorquera, Sergio Hernández, Diego Vergara
2018	J	`jnl`	A Brief Review of Generalized Entropies. Entropy José M. Amigó, Sámuel G. Balogh, Sergio Hernández
2018	J	`jnl`	Cost-driven provisioning and execution of a computing-intensive service on the Amazon EC2. Comput. J. Pedro Álvarez, Sergio Hernández, Javier Fabra, Joaquín Ezpeleta
2018	J	`jnl`	MultitaskProtDB-II: an update of a database of multitasking/moonlighting proteins. Nucleic Acids Res. Luís Franco-Serrano, Sergio Hernández, Alejandra Calvo, María A. Severi, Gabriela Ferragut, JosepAntoni Perez-Pons, Jaume Piñol, Òscar Pich, Angel Mozo-Villarias, Isaac Amela, Enrique Querol, Juan Cedano
2018	J	`jnl`	Predictive Uncertainty in Large Scale Classification using Dropout - Stochastic Gradient Hamiltonian Monte Carlo. CoRR Diego Vergara, Sergio Hernández, Matias Valdenegro-Toro, Felipe Jorquera
2017	J	`jnl`	Analysis of Users' Behavior in Structured e-Commerce Websites. IEEE Access Sergio Hernández, Pedro Álvarez, Javier Fabra, Joaquin Ezpeleta
2017	C	`conf`	Multi Target Tracking Using Determinantal Point Processes. CIARP Felipe Jorquera, Sergio Hernández, Diego Vergara
2017	—	`conf`	Using Model Checking to Identify Customers Purchasing Behaviour in an E-Commerce. ATAED@Petri Nets/ACSD Sergio Hernández, Pedro Álvarez, Javier Fabra, Joaquín Ezpeleta
2016	—	`conf`	A History-Based Model for Provisioning EC2 Spot Instances with Cost Constraints. GECON Javier Fabra, Sergio Hernández, Pedro Álvarez, Joaquín Ezpeleta, Álvaro Recuenco, Ana Martínez
2016	—	`conf`	Alignment of teacher's plan and students' use of LMS resources. Analysis of Moodle logs. ITHET Pedro Álvarez, Javier Fabra, Sergio Hernández, Joaquín Ezpeleta
2015	—	`conf`	Assessing Process Discovery Scalability in Data Intensive Environments. BDC Sergio Hernández, Joaquin Ezpeleta, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2015	—	`conf`	Cost Estimation for the Provisioning of Computing Resources to Execute Bag-of-Tasks Applications in the Amazon Cloud. GECON Pedro Álvarez, Sergio Hernández, Javier Fabra, Joaquín Ezpeleta
2015	—	`conf`	Distributed Minimum Temperature Prediction Using Mixtures of Gaussian Processes. ISESS Sergio Hernández, Philip J. Sallis
2015	—	`conf`	Handling Big(ger) Logs: Connecting ProM 6 to Apache Hadoop. BPM (Demos) Sergio Hernández, Sebastiaan J. van Zelst, Joaquín Ezpeleta, Wil M. P. van der Aalst
2015	J	`jnl`	Integration of grid, cluster and cloud resources to semantically annotate a large-sized repository of learning objects. Concurr. Comput. Pract. Exp. Javier Fabra, Sergio Hernández, Estefanía Otero-García, Juan Carlos Vidal, Manuel Lama, Pedro Álvarez
2015	J	`jnl`	Minería de opinión en blogs financieros para la predicción de tendencias en mercados bursátiles. Res. Comput. Sci. Sergio Hernández, Sabino Miranda-Jiménez, Elio Villaseñor, Eric Sadit Téllez, Mario Graff
2015	J	`jnl`	Stylistics analysis and authorship attribution algorithms based on self-organizing maps. Neurocomputing Antonio Neme, Jorge Rafael Gutierrez-Pulido, Abril Muñoz, Sergio Hernández, Teresa Dey
2014	—	`conf`	Likelihood Function for Multi-target Color Tracking Using Discrete Finite Mixtures. IBERAMIA Sergio Hernández, Matias Hernandez
2014	J	`jnl`	MultitaskProtDB: a database of multitasking proteins. Nucleic Acids Res. Sergio Hernández, Gabriela Ferragut, Isaac Amela, JosepAntoni Perez-Pons, Jaume Piñol, Angel Mozo-Villarias, Juan Cedano, Enrique Querol
2014	J	`jnl`	Solving the Interoperability Problem by Means of a Bus - An Experience on the Integration of Grid, Cluster and Cloud Infrastructures. J. Grid Comput. Javier Fabra, Sergio Hernández, Joaquín Ezpeleta, Pedro Álvarez
2013	—	`conf`	A Reliable and Scalable Service Bus Based on Amazon SQS. ESOCC Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
2013	—	`conf`	A practical experience concerning the parallel semantic annotation of a large-scale data collection. I-SEMANTICS Javier Fabra, Sergio Hernández, Pedro Álvarez, Estefanía Otero-García, Juan Carlos Vidal, Manuel Lama
2013	—	`conf`	Cost Evaluation of Migrating a Computation Intensive Problem from Clusters to Cloud. GECON Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
2012	C	`conf`	A Simulation-based Scheduling Strategy for Scientific Workflows. SIMULTECH Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
2012	—	`conf`	Computational Study of Stylistics: Visualizing the Writing Style with Self-Organizing Maps. WSOM Antonio Neme, Sergio Hernández, Teresa Dey, Abril Muñoz, Jorge Rafael Gutierrez-Pulido
2012	—	`conf`	Identification of the Minimal Set of Attributes That Maximizes the Information towards the Author of a Political Discourse: The Case of the Candidates in the Mexican Presidential Elections. MICAI (2) Antonio Neme, Sergio Hernández, Vicente Carrión
2012	C	`conf`	Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms. IDEAL Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas
2012	—	`conf`	Simulation and Realistic Workloads to Support the Meta-scheduling of Scientific Workflows. SIMULTECH (Selected Papers) Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
2012	—	`conf`	eFisioTrack: A Telerehabilitation Platform for Monitoring Prescribed Therapeutic Exercises in Orthopaedic Injuries. IWAAL Joaquín D. García-Pérez, Daniel Ruiz Fernández, Antonio Soriano Payá, Oscar Marín, Sergio Hernández, Segismundo Ferrairó
2011	J	`jnl`	A machine-learning algorithm for wind gust prediction. Comput. Geosci. Philip J. Sallis, William Claster, Sergio Hernández
2011	J	`jnl`	An electoral preferences model based on self-organizing maps. J. Comput. Sci. Antonio Neme, Sergio Hernández, Omar Neme
2011	—	`conf`	Estimation of Reference Evapotranspiration Using Limited Climatic Data and Bayesian Model Averaging. EMS Sergio Hernández, Luis Morales, Philip Sallis
2011	—	`conf`	Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences. WSOM Antonio Neme, Sergio Hernández, Omar Neme
2011	C	`conf`	Sentiment-Preserving Reduction for Social Media Analysis. CIARP Sergio Hernández, Philip Sallis
2010	—	`conf`	Ensemble Interpolation Methods for Spatio-temporal Data Modelling. EMS Philip J. Sallis, Sergio Hernández
2009	—	`ch.`	Algorithms Inspired in Social Phenomena. Nature-Inspired Algorithms for Optimisation Antonio Neme, Sergio Hernández
2009	—	`conf`	Self-Organizing Maps with Non-cooperative Strategies (SOM-NC). WSOM Antonio Neme, Sergio Hernández, Omar Neme, Leticia Hernández
2007	C	`conf`	Multi-target Tracking with Poisson Processes Observations. PSIVT Sergio Hernández, Paul D. Teal
2004	—	`conf`	Neuro-Fuzzy Method for Automated Defect Detection in Aluminium Castings. ICIAR (2) Sergio Hernández, Doris Sáez, Domingo Mery