Research
Publications
Data and process science and engineering
Publications
Data and process science and engineering
2023
An accurate machine learning model to study the impact of realistic metal grain granularity on Nanosheet FETs
Author/s: Julian G. Fernandez, Natalia Seoane, Enrique Comesaña, Juan C. Pichel, Antonio Garcia-Loureiro
A machine learning approach to model the impact of line edge roughness on gate-all-around nanowire FETs while reducing the carbon footprint
Author/s: Antonio García-Loureiro , Natalia Seoane , Julián G. Fernández , Enrique Comesaña , Juan C. Pichel
CONFORMANCE CHECKING-BASED CONCEPT DRIFT DETECTION IN PROCESS MINING
Author/s: Víctor José Gallego Fontenla
Learning context-based representations of events in complex processes
Author/s: Pedro Gamallo Fernández, Juan Carlos Vidal Aguiar, Manuel Lama Penín
Aprendizaxe de materias de programación e intelixencia artificial con perspectiva de xénero
Author/s: Eva Cernadas e Manuel Fernández-Delgado
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark
Author/s: Efrén Rama-Maneiro, Juan Vidal, Manuel Lama
2022
Efficient Access to Heterogeneous Environmental Data Repositories Through Linked Data Standards
Author/s: Shahed Bassam Al-Mobydeen
Providing female role models in STEM higher education careers, a teaching experience
Author/s: E. Calvo-Iglesias, E. Cernadas, M. Fernández-Delgado
A Framework for the Automatic Description of Healthcare Processes in Natural Language: Application in an Aortic Stenosis Integrated Care Process
Author/s: Yago Fontenla-Seco, Manuel Lama, Violeta González-Salvado, Carlos Peña-Gil, Alberto Bugarín-Diz
TAQE: A Data Modeling Framework for Traffic and Air Quality Applications in Smart Cities
Author/s: D. Martínez, L. Po, R. Trillo-Lado, J.R.R. Viqueira
Framework para la Descripción Automática de Procesos en Lenguaje Natural: Aplicación en un Proceso Asistencial Integrado de Estenosis Aórtica
Author/s: Yago Fontenla-Seco, Manuel Lama, Violeta González-Salvado, Carlos Peña-Gil and Alberto Bugarín-Diz
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
Author/s: Marcos F. Criado, Fernando E. Casado, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Perspectiva de género en Inteligencia Artificial, una necesidad
Author/s: Eva Cernadas García y Encina Calvo
Enabling Efficient Distributed Spatial Join on Large Scale Vector-Raster Data Lakes
Author/s: SEBASTIÁN VILLARROYA , JOSÉ R. R. VIQUEIRA, JOSÉ M. COTOS , AND JOSÉ A. TABOADA
GeoSPARQL query support for scientific raster array data
Author/s: Shahed Bassam Almobydeen, José R.R. Viqueira, Manuel Lama
2021
Analysing Agreement Among Different Evaluators in God Class and Feature Envy Detection
Author/s: KHALID ALKHARABSHEH1, SADI ALAWADI2, YANIA CRESPO3, M. ESPERANZA MANSO3,AND JOSÉ A. TABOADA GONZÁLEZ
A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class
Author/s: Khalid Alkharabsheha; Sadi Alawadie; Victor R. Kebanded; Yania Crespo; Manuel Fernández-Delgado; José A. Taboada
BrEarth: Tecnología de almacenes de datos para el cerebro de la tierra
Author/s: David Martínez, José R.R. Viqueira, José Taboada
Unha experiencia da introducción da perspectiva de xénero en materias de Intelixencia Artificial
Author/s: Eva Cernadas García e Manuel Fernández Delgado
Efficient access methods for very large distributed graph databases
Author/s: David Luaces, José R.R.Viqueira, José M.Cotos, Julián C.Flores
Perspectiva de género en Inteligencia Artificial
Author/s: Eva Cernadas y Encina Calvo-Iglesias
Exploratory study of the impact of project domain and size category on the detection of the God class design smell
Author/s: Khalid Alkharabsheh, Yania Crespo, Manuel Fernández-Delgado, José R. Viqueira, José A. Taboada
2020
Gender perspective in Artificial Intelligence (AI)
Author/s: Cernadas, E. and Calvo-Iglesias, E.
Evaluation of the effects of a virtual intervention programme on cognitive flexibility, inhibitory control and basic math skills in childhood education
Author/s: Manuel Peralbo Uzquiano, Raquel Fernández Abella, Montserrat Durán Bouza, Juan Carlos Brenlla Blanco, José Manuel Cotos Yáñez
On the Integration of Machine Learning and Array Databases
Author/s: Sebastián Villarroya, Peter Baumann
Smart Environmental Data Infrastructures: Bridging the Gap between Earth Sciences and Citizens
Author/s: José R.R. Viqueira, Sebastián Villarroya, David Mera and José A. Taboada
A comparison of machine learning algorithms for forecasting indoor temperature in smart buildings
Author/s: Sadi Alawadi, David Mera, Manuel Fernández-Delgado, Fahed Alkhabbas, Carl Magnus Olsson & Paul Davidsson
2019
Una aproximación basada en Machine Learning para evaluar la influencia del tamaño del proyecto en la detección de God Class.
Author/s: Khalid Alkharabsheh; Yania Crespo; Manuel Fernández-Delgado; José M. Cotos; José A. Taboada
Factores que tienen en cuenta los desarrolladores en la priorización de smells para su corrección: conclusiones después de una réplica
Author/s: Khalid Alkharabsheh, Yania Crespo, M. Esperanza Manso, Jose Angel Taboada
Assessing the Influence of Size Category of the Project in God Class Detection, an Experimental Approach based on Machine Learning (MLA)
Author/s: Khalid Alkharabsheh, Yania Crespo, Manuel Fernández-Delgado, José M. Cotos, José A. Taboada
Improving design smell detection for adoption in industry
Author/s: Khalid Alkharabsheh
Leveraging Bitmap Indexing for Subgraph Searching
Author/s: David Luaces, José R.R. Viqueira, Tomás F. Pena, José M. Cotos
Gesture recognition system application to early childhood education
Author/s: Tareq AlZubi
2018
Towards a Fast and Accurate EIT Inverse Problem Solver: A Machine Learning Approach
Author/s: Xosé Fernández-Fuentes, David Mera, Andrés Gómez and Ignacio Vidal-Franco
Grid, cloud and high performance computing: scientific applications' use cases
Author/s: Carmen Cotelo Queijo
Improving the working memory during early childhood education through the use of an interactive gesture game-based learning approach
Author/s: Tareq AlZubi, Raquel Fernández, Julián Flores, Montserrat Duran, José M. Cotos
Consulta eficiente de datos moleculares: Situación actual y retos futuros
Author/s: David Luaces , Michael Goebel, José R.R. Viqueira, José Antonio García, Tomás F. Pena and Carlos Cobas
Multimodal User Interaction for GIS Applications (MUI_GIS).
Author/s: Zaid Mustafa, Julián Flores and José M Cotos
Incremento de las capacidades ejecutivas mediante el uso de herramientas interactivas basadas en gestos: Caso de estudio la memoria de trabajo.
Author/s: TAREQ ALZUBI, RAQUEL FERNÁNDEZ, JULIÁN FLORES. MONTSERRAT DURAN, Manel Cotos.
KEYSTONE Activities and Results Overview on Training School
Author/s: C. Abela, A. Fariña, M. Lupu, R. Trillo-Lado, J.R.R. Viqueira
2017
Towards Keyword-Based Search over Environmental Data Sources
Author/s: David Álvarez-Castro, José R. R. Viqueira, Alberto Bugarín
VICLEO: A Visualization Tool for Representing the Semantic Field of Statements
Author/s: Martin Pereira-Farina, Jose Antonio Lopez-Fojo, Alberto Bugarin
Comparative study of artificial neural network models for forecasting the indoor temperature in smart buildings
Author/s: Sadi Alawadi, David Mera, Manuel Fernández-Delgado, and José A. Taboada
Semantic mediation of observation datasets through Sensor Observation Services
Author/s: Manuel A. Regueiro, José R.R. Viqueira, Christoph Stasch, José A. Taboada
2016
S-FRULER: Scalable Fuzzy Rule Learning through Evolution for Regression
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes, Alberto Bugarin
Prediction of indoor temperatures for energy optimization in buildings
Author/s: Pablo Rodríguez-Mier, Marc Fresquet, Manuel Mucientes, Alberto Bugarín
Análisis inteligente de flujos de trabajo sociales
Author/s: Manuel Lama, Pedro Alvarez, Manuel Ocaña, Manuel Mucientes, Joaquín Ezpeleta, Miguel Ángel Garrido, Alberto Bugarín
FRULER: Fuzzy Rule Learning through Evolution for Regression
Author/s: I. Rodríguez-Fdez, M. Mucientes , A. Bugarín
A Genetic Fuzzy System for Large-scale Regression
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes and Alberto Bugarin
A MapReduce Implementation of a Genetic Fuzzy System for Regression
Author/s: I. Rodríguez-Fdez, M. Mucientes, A. Bugarín
Effects of movement imitation training in Parkinson´s disease: A Virtual Reality Pilot Study
Author/s: Verónica Robles-García, Ph.D; Yoanna Corral Bergantiños; Nelson Espinosa; Carlos García-Sancho; Gabriel Sanmartín; Julián Flores; Javier Cudeiro, Pablo Arias.
SODA: A framework for spatial observation data analysis
Author/s: Villarroya S, Viqueira J.R.R., Regueiro M.A., Taboada J.A., Cotos J.M.
Daily Life Activities Recognition Using RFID to Save Energy
Author/s: Anas J. Al-Rahamneh, Tareq M. AlZu’bi, Jose A. Taboada, Jose R. R. Viqueira
2015
Keyword-Based Search over Environmental Datasets
Author/s: José R.R. Viqueira, Alberto Bugarín, Joaquín Triñanes, Jaime Martínez-Urtaza
Reducing the Complexity in Genetic Learning of Accurate Regression TSK Rule-Based Systems
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes and Alberto Bugarín
Virtual integration of sensor observation data
Author/s: Manuel A. Regueiro, José R.R. Viqueira, José A. Taboada, José M. Cotos
Approximate syllogism as argumentative expression for knowledge representation and reasoning with Generalized Bayes' Theorem
Author/s: M. Pereira-Fariña, A. Bugarín
Application of fuzzy techniques to Autonomous Robots
Author/s: Ismael Rodríguez-Fdez, Manuel Mucientes, Alberto Bugarín
Data Storage Optimization for Energy Management in Intelligent Buildings
Author/s: Otero S., Taboada J.A., Viqueira J.R.R., Arias J.E.
Learning Fuzzy Controllers in Mobile Robotics with Embedded Preprocessing
Author/s: I. Rodríguez-Fdez, M. Mucientes, A. Bugarín
2014
Common Data Model in AmI Environments
Author/s: David Martínez Casas, Sebastián Villarroya Fernández, Moisés Vilar Vidal, José Manuel Cotos Yáñez, José Ramon Rios Viqueira, José Ángel Taboada González
A Fuzzy Syllogistic Reasoning Schema for Generalized Quantifiers
Author/s: M. Pereira-Fariña, Juan C. Vidal, F. Díaz-Hermida, A. Bugarín
Graph-based semantic annotation for enriching educational content with linked data
Author/s: Juan C. Vidal, Manuel Lama, Estefanía Otero-García, Alberto Bugarín
2013
A Proposal of Fuzzy Chained Syllogism based on the Concept of Synonymy
Author/s: Martin Pereira-Fariña, Alejandro Sobrino, Alberto Bugarín
An Instance Selection Algorithm for Regression and its Application in Variance Reduction
Author/s: Ismael Rodriguez-Fdez, Manuel Mucientes and Alberto Bugarin
A Tabu Search Optimization Module for Scheduling: Design and integration in the open source tool LibrePlan for project management
Author/s: A. González-Sieira, A. Bugarín, M. Mucientes and J. Morán
On the analysis of set-based fuzzy quantified reasoning using classical syllogistics
Author/s: M. Pereira-Fariña, F. Díaz-Hermida, A. Bugarín
Low-Cost Virtual Reality System in Evaluation of Rhythmic Motor Patterns in Elderly and Parkinson's Disease Patients
Author/s: Gabriel Sanmartín, Julián Flores, Verónica Robles-García, Pablo Arias, Javier Cudeiro
Fuzzy Systems at the University of Santiago de Compostela. A personal vision of the last twenty years
Author/s: A. Bugarín
2012
Integración de observaciones medioambientales: Solución inicial y retos futuros
Author/s: Regueiro M.A., Villarroya S., Sanmartín G., Viqueira J.R.R.
Diseño de un sistema escalable para la sensorización de platós virtuales de televisión con emisiones en directo
Author/s: Méndez, R., Sanmartín, G., Mera, D., Flores, J., Castelló, E.
Motion Capture for Clinical Purposes, an Approach Using PrimeSense Sensors
Author/s: Gabriel Sanmartín, Julián Flores, Pablo Arias, Javier Cudeiro, Roi Méndez
The virtual instruments of the Pórtico de la Gloria
Author/s: Méndez, R., Otero, A., Flores, J.
Razonamiento silogístico aproximado con cuantificadores generalizados
Author/s: M. Pereira-Fariña, Juan C. Vidal-Aguiar, P. Montoto, F. Díaz-Hermida, A. Bugarín