Rosana Montes

44 papers B 4C 1Misc 1Journal 26Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep learning methodology for the identification of wood species using high-resolution macroscopic images and patch-voting.
Appl. Intell.
David Herrera-Poyatos, Andrés Herrera-Poyatos, Rosana Montes, Paloma de Palacios, Luis G. Esteban, Alberto García-Iruela, Francisco G. Fernández, Francisco Herrera
2026 J jnl
SeNeDiF-OOD: Semantic Nested Dichotomy Fusion for Out-of-Distribution Detection Methodology in Open-World Classification. A Case Study on Monument Style Classification.
CoRR
Ignacio Antequera-Sánchez, Juan Luis Suárez-Díaz, Rosana Montes, Francisco Herrera
2025 J jnl
An Online A/B Testing Decision Support System for Web Usability Assessment Based on a Linguistic Decision-making Methodology: Case of Study a Virtual Learning Environment.
CoRR
Noe Zermeño, Cristina Zuheros, Lucas Daniel Del Rosso Calache, Francisco Herrera, Rosana Montes
2025 J jnl
An overview of model uncertainty and variability in LLM-based sentiment analysis. Challenges, mitigation strategies and the role of explainability.
CoRR
David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Andrés Herrera-Poyatos, Virilo Tejedor, Francisco Herrera, Rosana Montes
2025 J jnl
An overview of model uncertainty and variability in LLM-based sentiment analysis: challenges, mitigation strategies, and the role of explainability.
Frontiers Artif. Intell.
David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Andrés Herrera-Poyatos, Virilo Tejedor, Francisco Herrera, Rosana Montes
2025 J jnl
DCV-ROOD Evaluation Framework: Dual Cross-Validation for Robust Out-of-Distribution Detection.
CoRR
Arantxa Urrea-Castaño, Nicolás Segura-Kunsagi, Juan Luis Suárez-Díaz, Rosana Montes, Francisco Herrera
2025 J jnl
Triadic Fusion of Cognitive, Functional, and Causal Dimensions for Explainable LLMs: The TAXAL Framework.
CoRR
David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Virilo Tejedor, Rosana Montes, Francisco Herrera
2024 J jnl
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images.
CoRR
David Herrera-Poyatos, Andrés Herrera-Poyatos, Rosana Montes, Paloma de Palacios, Luis G. Esteban, Alberto García-Iruela, Francisco G. Fernández, Francisco Herrera
2024 J jnl
Design and consensus content validity of the questionnaire for b-learning education: A 2-Tuple Fuzzy Linguistic Delphi based Decision Support Tool.
CoRR
Rosana Montes, Cristina Zuheros, Jeovani M. Morales, Noe Zermeño, Jeronimo Duran, Francisco Herrera
2024 — conf
Establishing the Foundation for Out-of-Distribution Detection in Monument Classification Through Nested Dichotomies.
HAIS (2)
Ignacio Antequera-Sánchez, Juan Luis Suárez-Díaz, Rosana Montes, Francisco Herrera
2024 J jnl
Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges.
CoRR
Cristina Zuheros, David Herrera-Poyatos, Rosana Montes, Francisco Herrera
2024 J jnl
Moodle Usability Assessment Methodology using the Universal Design for Learning perspective.
CoRR
Rosana Montes, Liliana Herrera, Emilio Crisol
2024 J jnl
On-line linguistic Decision Support System based on Citizen Crowd Decision Making.
Inf. Fusion
Jeronimo Duran, Antonio-Francisco Roldán-López-de-Hierro, Francisco Herrera, Rosana Montes
2024 J jnl
Small data deep learning methodology for in-field disease detection.
CoRR
David Herrera-Poyatos, Jacinto Domínguez-Rull, Rosana Montes, Inés Hernández, Ignacio Barrio, Carlos Poblete-Echeverría, Javier Tardáguila, Francisco Herrera, Andrés Herrera-Poyatos
2024 J jnl
Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust.
CoRR
Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera
2023 J jnl
Design and consensus content validity of the questionnaire for b-learning education: A 2-Tuple Fuzzy Linguistic Delphi based Decision Support Tool.
Appl. Soft Comput.
Rosana Montes, Cristina Zuheros, Jeovani Morales, Noe Zermeño, Jeronimo Duran, Francisco Herrera
2022 J jnl
EXplainable Neural-Symbolic Learning (
Inf. Fusion
Natalia Díaz Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera
2021 J jnl
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects.
Appl. Intell.
Iván Palomares, Eugenio Martínez-Cámara, Rosana Montes, Pablo García-Moral, Manuel Chiachío, Juan Chiachío, Sergio Alonso, Francisco J. Melero, Daniel Molina, Bárbara Fernández, Cristina Moral, Rosario Marchena, Javier Pérez de Vargas, Francisco Herrera
2021 J jnl
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case.
CoRR
Natalia Díaz Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera
2021 J jnl
MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification.
Neurocomputing
Alberto Lamas, Siham Tabik, Policarpo Cruz, Rosana Montes, Álvaro Martínez-Sevilla, Teresa Cruz, Francisco Herrera
2019 J jnl
Alternative Ranking-Based Clustering and Reliability Index-Based Consensus Reaching Process for Hesitant Fuzzy Large Scale Group Decision Making.
IEEE Trans. Fuzzy Syst.
Xia Liu, Yejun Xu, Rosana Montes, Ru-Xi Ding, Francisco Herrera
2019 J jnl
Analysis of self-confidence indices-based additive consistency for fuzzy preference relations with self-confidence and its application in group decision making.
Int. J. Intell. Syst.
Xia Liu, Yejun Xu, Rosana Montes, Yucheng Dong, Francisco Herrera
2019 J jnl
Social network group decision making: Managing self-confidence-based consensus model with the dynamic importance degree of experts and trust-based feedback mechanism.
Inf. Sci.
Xia Liu, Yejun Xu, Rosana Montes, Francisco Herrera
2018 — ed.
Advances in Artificial Intelligence - 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, Granada, Spain, October 23-26, 2018, Proceedings
CAEPIA
Francisco Herrera, Sergio Damas, Rosana Montes, Sergio Alonso, Oscar Cordón, Antonio González, Alicia Troncoso
2018 J jnl
Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust.
Appl. Soft Comput.
Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera
2018 — conf
The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to Validate by Consensus a Questionnaire in a Blended-Learning Environment.
IPMU (3)
Jeovani Morales, Rosana Montes, Noe Zermeño, Jeronimo Duran, Francisco Herrera
2017 B conf
A decision making model to evaluate the reputation in social networks using HFLTS.
FUZZ-IEEE
Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera
2016 B conf
Fuzzy-Citation-KNN: A fuzzy nearest neighbor approach for multi-instance classification.
FUZZ-IEEE
Pedro Villar, Rosana Montes, Ana Maria Sánchez, Francisco Herrera
2015 J jnl
A web tool to support decision making in the housing market using hesitant fuzzy linguistic term sets.
Appl. Soft Comput.
Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera
2015 B conf
Improving the OVO performance in Fuzzy Rule-Based Classification Systems by the genetic learning of the granularity level.
FUZZ-IEEE
Pedro Villar, Alberto Fernández, Rosana Montes, Ana Maria Sánchez, Francisco Herrera
2014 B conf
Designing a compact Genetic fuzzy rule-based system for one-class classification.
FUZZ-IEEE
Pedro Villar, Bartosz Krawczyk, Ana M. Sánchez, Rosana Montes, Francisco Herrera
2014 J jnl
Generating Lifelong-Learning Communities and Branding with Massive Open Online Courses.
Inf. Resour. Manag. J.
Rosana Montes, Miguel Gea, Roberto Bergaz, Belén Rojas
2013 — conf
Turning out a social community into an e-Learning platform for MOOC: the case of AbiertaUGR.
TEEM
Rosana Montes, Serafina Molina, Miguel Gea, Roberto Bergaz, David Bravo-Lupiáñez, Antonio Ramos
2009 — conf
BioCASE: Accelerating Software Development of Genome-Wide Filtering Applications.
IWANN (2)
Rosana Montes, María M. Abad-Grau
2008 — conf
An Importance Sampling Method for Arbitrary BRDFs.
VISIGRAPP (Selected Papers)
Rosana Montes, Carlos Ureña, Rubén Jesús García, Miguel Lastra
2008 — conf
Estimación de Densidades usando GPUs.
CEIG
Miguel Lastra, Carlos Ureña, Jirí Bittner, Rubén Jesús García, Rosana Montes
2008 — conf
Generic BRDF Sampling - A Sampling Method for Global Illumination.
GRAPP
Rosana Montes, Carlos Ureña, Rubén Jesús García, Miguel Lastra
2008 — conf
Un Algoritmo de Muestreo exacto para BRDFs Arbitrarias.
CEIG
Rosana Montes, Carlos Ureña, Miguel Lastra, Rubén Jesús García
2007 — conf
Evolution of the Design and Implementation of Tutor: A Web-Based Educational System for University Courses.
EUROCAST
Roberto F. Arroyo, Miguel J. Hornos, Rosana Montes
2006 J jnl
Building chromosome-wide LD maps.
Bioinform.
María M. Abad-Grau, Rosana Montes, Paola Sebastiani
2006 — conf
Web Knowledge Management for Small and Medium-Size Enterprises - WebTour: A Case Study from the Tourism Sector.
ICEIS (1)
María M. Abad-Grau, Francisco Araque, Rosana Montes, María Visitación Hurtado, Miguel J. Hornos
2004 C conf
Interactive Global Illumination for Quasi-Static Scenes.
Computer Graphics International
Rubén Jesús García, Carlos Ureña, Miguel Lastra, Rosana Montes, Jorge Revelles
2003 Misc conf
A Formal Framework for Analysis and Comparison of Simple Ray-Scene Intersection Test Improvement.
WSCG
Jorge Revelles, Miguel Lastra, Rosana Montes, P. Cano
2003 — conf
A Spatial Representation for Ray-Scene Intersection Test Improvement in Complex Scenes.
Eurographics (Posters)
Jorge Revelles, N. Aguilera, J. Aguado, Miguel Lastra, Rubén Jesús García, Rosana Montes