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ORCIDSergio Hernández
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Journal Articles
- 2023
[j15]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): 3171-3187 (2023)- [j14]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): 9819-9830 (2023) - 2020
- [j13]Sergio Hernández, Diego Vergara, Matias Valdenegro-Toro, Felipe Jorquera:
Improving predictive uncertainty estimation using Dropout-Hamiltonian Monte Carlo. Soft Comput. 24(6): 4307-4322 (2020) - 2019
- [j12]Felipe Jorquera, Sergio Hernández, Diego Vergara:
Probability hypothesis density filter using determinantal point processes for multi object tracking. Comput. Vis. Image Underst. 183: 33-41 (2019) - 2018
- [j11]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): 1407-1421 (2018) - [j10]José M. Amigó, Sámuel G. Balogh, Sergio Hernández:
A Brief Review of Generalized Entropies. Entropy 20(11): 813 (2018) - [j9]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): D645-D648 (2018) - 2017
- [j8]Sergio Hernández, Pedro Álvarez, Javier Fabra, Joaquin Ezpeleta:
Analysis of Users' Behavior in Structured e-Commerce Websites. IEEE Access 5: 11941-11958 (2017) - 2015
- [j7]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): 4603-4629 (2015) - [j6]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: 147-159 (2015) - [j5]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: 101-109 (2015) - 2014
- [j4]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): 41-65 (2014) - [j3]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): 517-520 (2014) - 2011
- [j2]Philip J. Sallis, William Claster, Sergio Hernández:
A machine-learning algorithm for wind gust prediction. Comput. Geosci. 37(9): 1337-1344 (2011) - [j1]Antonio Neme, Sergio Hernández, Omar Neme:
An electoral preferences model based on self-organizing maps. J. Comput. Sci. 2(4): 345-352 (2011)
Conference and Workshop Papers
- 2022
- [c27]Mónica Borunda, Adrián Ramírez, Raul Garduño Ramírez, Gerardo Ruiz, Sergio Hernández, O. A. Jaramillo:
Convolutional and Dense ANN for Cloud Kinetics Forecasting Using Satellite Images. MICAI (1) 2022: 212-224 - 2021
- [c26]Sergio Hernández, Juan Luis Lopez:
Evaluating and Diagnosing Convergence for Stochastic Gradient Langevin Dynamics. SCCC 2021: 1-6 - 2017
- [c25]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: 158-164 - [c24]Felipe Jorquera, Sergio Hernández, Diego Vergara:
Multi Target Tracking Using Determinantal Point Processes. CIARP 2017: 323-330 - 2016
- [c23]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: 208-222 - [c22]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: 1-8 - 2015
- [c21]Sergio Hernández, Joaquin Ezpeleta, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Assessing Process Discovery Scalability in Data Intensive Environments. BDC 2015: 99-104 - [c20]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: 80-84 - [c19]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: 65-77 - [c18]Sergio Hernández, Philip J. Sallis:
Distributed Minimum Temperature Prediction Using Mixtures of Gaussian Processes. ISESS 2015: 484-491 - 2014
- [c17]Sergio Hernández, Matias Hernandez:
Likelihood Function for Multi-target Color Tracking Using Discrete Finite Mixtures. IBERAMIA 2014: 182-193 - 2013
- [c16]Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta:
A Reliable and Scalable Service Bus Based on Amazon SQS. ESOCC 2013: 196-211 - [c15]Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta:
Cost Evaluation of Migrating a Computation Intensive Problem from Clusters to Cloud. GECON 2013: 90-105 - [c14]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: 65-72 - 2012
- [c13]Antonio Neme, Sergio Hernández, Antonio Nido, Carlos Islas:
Multilayer Perceptrons as Classifiers Guided by Mutual Information and Trained with Genetic Algorithms. IDEAL 2012: 176-183 - [c12]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: 423-430 - [c11]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: 81-90 - [c10]Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta:
A Simulation-based Scheduling Strategy for Scientific Workflows. SIMULTECH 2012: 61-70 - [c9]Sergio Hernández, Javier Fabra, Pedro Álvarez, Joaquín Ezpeleta:
Simulation and Realistic Workloads to Support the Meta-scheduling of Scientific Workflows. SIMULTECH (Selected Papers) 2012: 155-167 - [c8]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: 265-274 - 2011
- [c7]Sergio Hernández, Philip Sallis:
Sentiment-Preserving Reduction for Social Media Analysis. CIARP 2011: 409-416 - [c6]Sergio Hernández, Luis Morales, Philip Sallis:
Estimation of Reference Evapotranspiration Using Limited Climatic Data and Bayesian Model Averaging. EMS 2011: 59-63 - [c5]Antonio Neme, Sergio Hernández, Omar Neme:
Self Organizing Maps as Models of Social Processes: The Case of Electoral Preferences. WSOM 2011: 51-60 - 2010
- [c4]Philip J. Sallis, Sergio Hernández:
Ensemble Interpolation Methods for Spatio-temporal Data Modelling. EMS 2010: 132-135 - 2009
- [c3]Antonio Neme, Sergio Hernández, Omar Neme, Leticia Hernández:
Self-Organizing Maps with Non-cooperative Strategies (SOM-NC). WSOM 2009: 200-208 - 2007
- [c2]Sergio Hernández, Paul D. Teal:
Multi-target Tracking with Poisson Processes Observations. PSIVT 2007: 474-483 - 2004
- [c1]Sergio Hernández, Doris Sáez, Domingo Mery:
Neuro-Fuzzy Method for Automated Defect Detection in Aluminium Castings. ICIAR (2) 2004: 826-833
Parts in Books or Collections
- 2009
- [p1]Antonio Neme, Sergio Hernández:
Algorithms Inspired in Social Phenomena. Nature-Inspired Algorithms for Optimisation 2009: 369-387
Informal and Other Publications
- 2018
- [i1]Diego Vergara, Sergio Hernández, Matias Valdenegro-Toro, Felipe Jorquera:
Predictive Uncertainty in Large Scale Classification using Dropout - Stochastic Gradient Hamiltonian Monte Carlo. CoRR abs/1805.04756 (2018)
Coauthor Index
aka: Joaquin Ezpeleta
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