Guillermo Hernández

27 papers Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Refining skip connections in convolutional encoder-decoder networks for whole meningioma segmentation using shifted window transformer blocks. Eng. Appl. Artif. Intell. Marco Zurdo-Tabernero, Guillermo Hernández, Angélica González Arrieta, Javier Prieto, Juan M. Corchado
2025	J	`jnl`	Leveraging transformers for semi-supervised pathogenicity prediction with soft labels. J. Integr. Bioinform. Pablo Enrique Guillem, Marco Zurdo-Tabernero, Noelia Egido Iglesias, Ángel Canal-Alonso, Liliana Durón Figueroa, Guillermo Hernández, Angélica González Arrieta, Fernando De la Prieta
2024	J	`jnl`	Machine Learning-Based Prediction of Cattle Activity Using Sensor-Based Data. Sensors Guillermo Hernández, Carlos González-Sánchez, Angélica González Arrieta, Guillermo Sánchez-Brizuela, Juan Carlos Fraile Marinero
2023	J	`jnl`	Automatic Cell Counting With YOLOv5: A Fluorescence Microscopy Approach. Int. J. Interact. Multim. Artif. Intell. Sebastián López Flórez, Alfonso González-Briones, Guillermo Hernández, Carlos Ramos, Fernando De la Prieta
2023	—	`ed.`	Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference, DCAI 2022, L'Aquila, Italy, 13-15 July 2022. DCAI (2) José Manuel F. Machado, Pablo Chamoso, Guillermo Hernández, Grzegorz Bocewicz, Roussanka Loukanova, Esteban Jove, Ángel Martín del Rey, Michela Ricca
2023	—	`conf`	Flow Disaggregation: Underdetermined Non-negative Linear Systems. ISAmI Javier Curto, Guillermo Hernández, María Alonso-García, Alicia Serrano-Ortega, Alberto Toledo-Garrote, Pablo Chamoso
2023	—	`conf`	Mapped supervised learning. IVUS Guillermo Hernández, Angélica González Arrieta, Pablo Chamoso, Juan M. Corchado
2023	J	`jnl`	OCI-CBR: A hybrid model for decision support in preference-aware investment scenarios. Expert Syst. Appl. María-Eugenia Pérez-Pons, Javier Parra-Domínguez, Guillermo Hernández, Isabelle Bichindaritz, Juan M. Corchado
2022	—	`conf`	Automated Counting via Multicolumn Network and CytoSMART Exact FL Microscope. ISAmI Sebastián López Flórez, Alfonso González-Briones, Guillermo Hernández, Fernando De la Prieta
2022	J	`jnl`	Evaluation metrics and dimensional reduction for binary classification algorithms: a case study on bankruptcy prediction. Knowl. Eng. Rev. María E. Pérez-Pons, Javier Parra-Domínguez, Guillermo Hernández, Enrique Herrera-Viedma, Juan M. Corchado
2022	—	`conf`	Object Recognition-Driven Cultural Travel Guide for the Coffee Cultural Landscape of Colombia. PAAMS (Workshops) Sebastián López Flórez, Luis Hernando Ríos González, Ana María López Echeverry, Guillermo Hernández, Fernando De la Prieta
2022	J	`jnl`	Recommendation of technological profiles to collaborate in software projects using document embeddings. Neural Comput. Appl. Pablo Chamoso, Guillermo Hernández, Alfonso González-Briones, Francisco J. García-Peñalvo
2022	—	`conf`	The Communicational Universe of Cryptocurrencies. An Approach to the Current Scientific Importance. BLOCKCHAIN Sergio Manzano, Javier Parra-Domínguez, Francisco Pinto-Santos, Alfonso González-Briones, Guillermo Hernández
2022	—	`conf`	Transfer Learning-Based Methodology for Diabetic Retinopathy Screening. DCAI (1) David Alonso-Moro, Guillermo Hernández, Jesús Martín González, Francisco Javier García Criado
2021	J	`jnl`	Advanced malware propagation on random complex networks. Neurocomputing Ángel Martín del Rey, Guillermo Hernández, A. Bustos Tabernero, A. Queiruga Dios
2021	J	`jnl`	Artificial neural network analysis of the academic performance of students in virtual learning environments. Neurocomputing Alberto Rivas, Alfonso González-Briones, Guillermo Hernández, Javier Prieto, Pablo Chamoso
2021	J	`jnl`	CEBRA: A CasE-Based Reasoning Application to recommend banking products. Eng. Appl. Artif. Intell. Elena Hernández Nieves, Guillermo Hernández, Ana B. Gil González, Sara Rodríguez-González, Juan M. Corchado
2021	—	`conf`	Codebook-Based Near-Duplicate Video Detection. SOCO Guillermo Hernández, Angélica González Arrieta, Paulo Novais, Sara Rodríguez
2021	J	`jnl`	Deepint.net: A Rapid Deployment Platform for Smart Territories. Sensors 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
2021	—	`conf`	Distributed Platform for the Extraction and Analysis of Information. SSCT Francisco Pinto-Santos, Niloufar Shoeibi, Alberto Rivas, Guillermo Hernández, Pablo Chamoso, Fernando De la Prieta
2021	—	`conf`	Multiagent Architecture for a Codebook-Based Bug Management System. ISAmI Guillermo Hernández, Pablo Chamoso, Ana Belén Gil, Javier Prieto, Juan Manuel Corchado
2020	J	`jnl`	Fog computing architecture for personalized recommendation of banking products. Expert Syst. Appl. Elena Hernández Nieves, Guillermo Hernández, Ana Belén Gil González, Sara Rodríguez-González, Juan M. Corchado
2020	—	`conf`	System for Recommending Financial Products Adapted to the User's Profile. ISAmI M. Unzueta, Ana Bartolomé, Guillermo Hernández, Javier Parra, Pablo Chamoso
2020	—	`conf`	Video Analysis System Using Deep Learning Algorithms. ISAmI Guillermo Hernández, Sara Rodríguez, Angélica González, Juan Manuel Corchado Rodríguez, Javier Prieto
2019	—	`conf`	Design of an AI-Based Workflow-Guiding System for Stratified Sampling. ISAmI Guillermo Hernández, David García-Retuerta, Pablo Chamoso, Alberto Rivas
2019	—	`conf`	Modeling the Spread of Malware on Complex Networks. DCAI (Special Sessions) Ángel Martín del Rey, A. Queiruga Dios, Guillermo Hernández, A. Bustos Tabernero
2016	J	`jnl`	xpecgen: A program to calculate x-ray spectra generated in tungsten anodes. J. Open Source Softw. Guillermo Hernández, Francisco Fernández