Sergio Hernández

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Authorship Attribution

Point Processes

Top Venues

Nucleic Acids Res.

ATAED@Petri Nets/ACSD

Publications

Sergio Hernández, Juan Luis López, Xaviera A. López-Cortés, Angélica Urrutia
Explainable Hidden Markov Model for road safety: a case of road closure recommendations in extreme weather conditions. J. Intell. Fuzzy Syst. 44 (2) (2023)
Sergio Hernández, Xaviera A. López-Cortés
Evaluating deep learning predictions for COVID-19 from X-ray images using leave-one-out predictive densities. Neural Comput. Appl. 35 (13) (2023)
Sergio Hernández, Juan Luis Lopez
Evaluating and Diagnosing Convergence for Stochastic Gradient Langevin Dynamics. SCCC (2021)
Sergio Hernández, Diego Vergara, Matias Valdenegro-Toro, Felipe Jorquera
Improving predictive uncertainty estimation using Dropout-Hamiltonian Monte Carlo. Soft Comput. 24 (6) (2020)
Felipe Jorquera, Sergio Hernández, Diego Vergara
Probability hypothesis density filter using determinantal point processes for multi object tracking. Comput. Vis. Image Underst. 183 (2019)
José M. Amigó, Sámuel G. Balogh, Sergio Hernández
A Brief Review of Generalized Entropies. Entropy 20 (11) (2018)
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
MultitaskProtDB-II: an update of a database of multitasking/moonlighting proteins. Nucleic Acids Res. 46 (Database-Issue) (2018)
Pedro Álvarez, Sergio Hernández, Javier Fabra, Joaquín Ezpeleta
Cost-driven provisioning and execution of a computing-intensive service on the Amazon EC2. Comput. J. 61 (9) (2018)
Diego Vergara, Sergio Hernández, Matias Valdenegro-Toro, Felipe Jorquera
Predictive Uncertainty in Large Scale Classification using Dropout - Stochastic Gradient Hamiltonian Monte Carlo. CoRR (2018)
Felipe Jorquera, Sergio Hernández, Diego Vergara
Multi Target Tracking Using Determinantal Point Processes. CIARP (2017)
Sergio Hernández, Pedro Álvarez, Javier Fabra, Joaquin Ezpeleta
Analysis of Users' Behavior in Structured e-Commerce Websites. IEEE Access 5 (2017)
Sergio Hernández, Pedro Álvarez, Javier Fabra, Joaquín Ezpeleta
Using Model Checking to Identify Customers Purchasing Behaviour in an E-Commerce. ATAED@Petri Nets/ACSD (2017)
Pedro Álvarez, Javier Fabra, Sergio Hernández, Joaquín Ezpeleta
Alignment of teacher's plan and students' use of LMS resources. Analysis of Moodle logs. ITHET (2016)
Javier Fabra, Sergio Hernández, Pedro Álvarez, Joaquín Ezpeleta, Álvaro Recuenco, Ana Martínez
A History-Based Model for Provisioning EC2 Spot Instances with Cost Constraints. GECON (2016)
Javier Fabra, Sergio Hernández, Estefanía Otero-García, Juan Carlos Vidal, Manuel Lama, Pedro Álvarez
Integration of grid, cluster and cloud resources to semantically annotate a large-sized repository of learning objects. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Sergio Hernández, Joaquin Ezpeleta, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Assessing Process Discovery Scalability in Data Intensive Environments. BDC (2015)
Sergio Hernández, Philip J. Sallis
Distributed Minimum Temperature Prediction Using Mixtures of Gaussian Processes. ISESS (2015)
Sergio Hernández, Sebastiaan J. van Zelst, Joaquín Ezpeleta, Wil M. P. van der Aalst
Handling Big(ger) Logs: Connecting ProM 6 to Apache Hadoop. BPM (Demos) (2015)
Pedro Álvarez, Sergio Hernández, Javier Fabra, Joaquín Ezpeleta
Cost Estimation for the Provisioning of Computing Resources to Execute Bag-of-Tasks Applications in the Amazon Cloud. GECON (2015)
Sergio Hernández, Sabino Miranda-Jiménez, Elio Villaseñor, Eric Sadit Téllez, Mario Graff
Minería de opinión en blogs financieros para la predicción de tendencias en mercados bursátiles. Res. Comput. Sci. 92 (2015)
Antonio Neme, Jorge Rafael Gutierrez-Pulido, Abril Muñoz, Sergio Hernández, Teresa Dey
Stylistics analysis and authorship attribution algorithms based on self-organizing maps. Neurocomputing 147 (2015)
Javier Fabra, Sergio Hernández, Joaquín Ezpeleta, Pedro Álvarez
Solving the Interoperability Problem by Means of a Bus - An Experience on the Integration of Grid, Cluster and Cloud Infrastructures. J. Grid Comput. 12 (1) (2014)
Sergio Hernández, Gabriela Ferragut, Isaac Amela, JosepAntoni Perez-Pons, Jaume Piñol, Angel Mozo-Villarias, Juan Cedano, Enrique Querol
MultitaskProtDB: a database of multitasking proteins. Nucleic Acids Res. 42 (Database-Issue) (2014)
Sergio Hernández, Matias Hernandez
Likelihood Function for Multi-target Color Tracking Using Discrete Finite Mixtures. IBERAMIA (2014)
Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
Cost Evaluation of Migrating a Computation Intensive Problem from Clusters to Cloud. GECON (2013)
Javier Fabra, Sergio Hernández, Pedro Álvarez, Estefanía Otero-García, Juan Carlos Vidal, Manuel Lama
A practical experience concerning the parallel semantic annotation of a large-scale data collection. I-SEMANTICS (2013)
Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
A Reliable and Scalable Service Bus Based on Amazon SQS. ESOCC (2013)
Antonio Neme, Sergio Hernández, Teresa Dey, Abril Muñoz, Jorge Rafael Gutierrez-Pulido
Computational Study of Stylistics: Visualizing the Writing Style with Self-Organizing Maps. WSOM (2012)
Antonio Neme, Sergio Hernández, Vicente Carrión
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) (2012)
Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
Simulation and Realistic Workloads to Support the Meta-scheduling of Scientific Workflows. SIMULTECH (Selected Papers) (2012)
Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta
A Simulation-based Scheduling Strategy for Scientific Workflows. SIMULTECH (2012)
Joaquín D. García-Pérez, Daniel Ruiz Fernández, Antonio Soriano Payá, Oscar Marín, Sergio Hernández, Segismundo Ferrairó
eFisioTrack: A Telerehabilitation Platform for Monitoring Prescribed Therapeutic Exercises in Orthopaedic Injuries. IWAAL (2012)
Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas
Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms. IDEAL (2012)
Sergio Hernández, Philip Sallis
Sentiment-Preserving Reduction for Social Media Analysis. CIARP (2011)
Antonio Neme, Sergio Hernández, Omar Neme
Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences. WSOM (2011)
Sergio Hernández, Luis Morales, Philip Sallis
Estimation of Reference Evapotranspiration Using Limited Climatic Data and Bayesian Model Averaging. EMS (2011)
Antonio Neme, Sergio Hernández, Omar Neme
An electoral preferences model based on self-organizing maps. J. Comput. Sci. 2 (4) (2011)
Philip J. Sallis, William Claster, Sergio Hernández
A machine-learning algorithm for wind gust prediction. Comput. Geosci. 37 (9) (2011)
Philip J. Sallis, Sergio Hernández
Ensemble Interpolation Methods for Spatio-temporal Data Modelling. EMS (2010)
Antonio Neme, Sergio Hernández, Omar Neme, Leticia Hernández
Self-Organizing Maps with Non-cooperative Strategies (SOM-NC). WSOM (2009)
Sergio Hernández, Paul D. Teal
Multi-target Tracking with Poisson Processes Observations. PSIVT (2007)
Sergio Hernández, Doris Sáez, Domingo Mery
Neuro-Fuzzy Method for Automated Defect Detection in Aluminium Castings. ICIAR (2) (2004)