Guillermo Hernández

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Diabetic Retinopathy

Fluorescence Microscopy

Dimensional Reduction

Complex Networks

Top Venues

Expert Syst. Appl.

Publications

Guillermo Hernández, Carlos González-Sánchez, Angélica González Arrieta, Guillermo Sánchez-Brizuela, Juan Carlos Fraile Marinero
Machine Learning-Based Prediction of Cattle Activity Using Sensor-Based Data. Sensors 24 (10) (2024)
María-Eugenia Pérez-Pons, Javier Parra-Domínguez, Guillermo Hernández, Isabelle Bichindaritz, Juan M. Corchado
OCI-CBR: A hybrid model for decision support in preference-aware investment scenarios. Expert Syst. Appl. 211 (2023)
Sebastián López Flórez, Alfonso González-Briones, Guillermo Hernández, Carlos Ramos, Fernando de la Prieta
Automatic Cell Counting With YOLOv5: A Fluorescence Microscopy Approach. Int. J. Interact. Multim. Artif. Intell. 8 (3) (2023)
Javier Curto, Guillermo Hernández, María Alonso-García, Alicia Serrano-Ortega, Alberto Toledo-Garrote, Pablo Chamoso
Flow Disaggregation: Underdetermined Non-negative Linear Systems. ISAmI (2023)
Guillermo Hernández, Angélica González Arrieta, Pablo Chamoso, Juan M. Corchado
Mapped supervised learning. IVUS (2023)
María E. Pérez-Pons, Javier Parra-Domínguez, Guillermo Hernández, Enrique Herrera-Viedma, Juan M. Corchado
Evaluation metrics and dimensional reduction for binary classification algorithms: a case study on bankruptcy prediction. Knowl. Eng. Rev. 37 (2022)
Sebastián López Flórez, Alfonso González-Briones, Guillermo Hernández, Fernando de la Prieta
Automated Counting via Multicolumn Network and CytoSMART Exact FL Microscope. ISAmI (2022)
Sebastián López Flórez, Luis Hernando Ríos González, Ana María López Echeverry, Guillermo Hernández, Fernando de la Prieta
Object Recognition-Driven Cultural Travel Guide for the Coffee Cultural Landscape of Colombia. PAAMS (Workshops) (2022)
Pablo Chamoso, Guillermo Hernández, Alfonso González-Briones, Francisco J. García-Peñalvo
Recommendation of technological profiles to collaborate in software projects using document embeddings. Neural Comput. Appl. 34 (11) (2022)
David Alonso-Moro, Guillermo Hernández, Jesús Martín Gonzalez, FJ. García-Criado
Transfer Learning-Based Methodology for Diabetic Retinopathy Screening. DCAI (2022)
Sergio Manzano, Javier Parra-Domínguez, Francisco Pinto-Santos, Alfonso González-Briones, Guillermo Hernández
The Communicational Universe of Cryptocurrencies. An Approach to the Current Scientific Importance. BLOCKCHAIN (2022)
Juan M. Corchado, Pablo Chamoso, Guillermo Hernández, Agustín San Roman Gutierrez, Alberto Rivas Camacho, Alfonso González-Briones, Francisco Pinto-Santos, Enrique Goyenechea, David García-Retuerta, María Alonso-Miguel, Beatriz Bellido Hernandez, Diego Valdeolmillos Villaverde, Manuel Sanchez-Verdejo, Pablo Plaza-Martínez, Manuel López-Pérez, Sergio Manzano-García, Ricardo S. Alonso, Roberto Casado-Vara, Javier Prieto Tejedor, Fernando de la Prieta, Sara Rodríguez-González, Javier Parra-Domínguez, Mohd Saberi Mohamad, Saber Trabelsi, Enrique Díaz-Plaza Sanz, José Alberto García Coria, Tan Yigitcanlar, Paulo Novais, Sigeru Omatu
Deepint.net: A Rapid Deployment Platform for Smart Territories. Sensors 21 (1) (2021)
Guillermo Hernández, Angélica González Arrieta, Paulo Novais, Sara Rodríguez
Codebook-Based Near-Duplicate Video Detection. SOCO (2021)
Guillermo Hernández, Pablo Chamoso, Ana Belén Gil, Javier Prieto, Juan Manuel Corchado
Multiagent Architecture for a Codebook-Based Bug Management System. ISAmI (2021)
Elena Hernández Nieves, Guillermo Hernández, Ana B. Gil González, Sara Rodríguez-González, Juan M. Corchado
CEBRA: A CasE-Based Reasoning Application to recommend banking products. Eng. Appl. Artif. Intell. 104 (2021)
Alberto Rivas, Alfonso González-Briones, Guillermo Hernández, Javier Prieto, Pablo Chamoso
Artificial neural network analysis of the academic performance of students in virtual learning environments. Neurocomputing 423 (2021)
Francisco Pinto-Santos, Niloufar Shoeibi, Alberto Rivas, Guillermo Hernández, Pablo Chamoso, Fernando de la Prieta
Distributed Platform for the Extraction and Analysis of Information. SSCT (2021)
Ángel Martín del Rey, Guillermo Hernández, A. Bustos Tabernero, A. Queiruga Dios
Advanced malware propagation on random complex networks. Neurocomputing 423 (2021)
M. Unzueta, Ana Bartolomé, Guillermo Hernández, J. Parra, Pablo Chamoso
System for Recommending Financial Products Adapted to the User's Profile. ISAmI (2020)
Elena Hernández Nieves, Guillermo Hernández, Ana Belén Gil González, Sara Rodríguez-González, Juan M. Corchado
Fog computing architecture for personalized recommendation of banking products. Expert Syst. Appl. 140 (2020)
Guillermo Hernández, Sara Rodríguez, Angélica González, Juan Manuel Corchado Rodríguez, Javier Prieto
Video Analysis System Using Deep Learning Algorithms. ISAmI (2020)
Ángel Martín del Rey, A. Queiruga Dios, Guillermo Hernández, A. Bustos Tabernero
Modeling the Spread of Malware on Complex Networks. DCAI (Special Sessions) (2019)
Guillermo Hernández, David García-Retuerta, Pablo Chamoso, Alberto Rivas
Design of an AI-Based Workflow-Guiding System for Stratified Sampling. ISAmI (2019)
Guillermo Hernández, Francisco Fernández
xpecgen: A program to calculate x-ray spectra generated in tungsten anodes. J. Open Source Softw. 1 (7) (2016)