Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Alvar Arnaiz Gonzalez , (27/05/2022) - Improvements for therapeutic intervention from the use of web applications and machine learning techniques in different affectations in children aged 0-6 years - International Journal of Environmental Research and Public Health. Doi: 10.3390/ijerph19116558
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Javier Ochoa Orihuel , (27/10/2021) - Using Advanced Learning Technologies with university students: an analysis with Machine Learning techniques - Electronics: 1-16. Doi: 10.3390/electronics10212620
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Juan José Rodriguez Diez , Sandra Rodriguez Arribas , José Francisco Diez Pastor , (13/07/2021) - Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques - Journal of Computing in Higher Education. Doi: 10.1007/s12528-021-09289-9
Rene Jesus Payo Hernanz , Maria Jose Zaparain Yañez , Gonzalo Andres Lopez , Raul Marticorena Sanchez , Alberto Calvo Rodriguez , Caroline Francoise Isabel Martin , Sandra Rodríguez Arribas , Maria Consuelo Saiz Manzanares , (21/06/2021) - Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes - Journal of Visualized Experiments - e62103. Doi: 10.3791/62103
Maria Consuelo Saiz Manzanares , Juan José Rodríguez Díez , Raul Marticorena Sanchez , José Francisco Díez Pastor , Sandra Rodríguez Arribas , Yi Peng Ji , (17/03/2021) - Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques - Apllied Sciences - 6: 1-16. Doi: 10.3390/app11062677
Sandra Rodriguez Arribas , Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Maria Del Camino Escolar Llamazares , Natalia Muñoz Rujas , Nuria Alonso Santander , Maria Angeles Martinez Martin , Elvira Isabel Mercado Val , (22/01/2021) - Teaching and Learning Styles on Moodle: An Analysis of the Effectiveness of Using STEM and Non-STEM Qualifications from a Gender Perspective - Sustainability - 3. Doi: 10.3390/su13031166
Raul Marticorena Sanchez , Maria Consuelo Saiz Manzanares , (29/09/2020) - Moodle LMS Integration with Amazon Alexa: A Practical Experience - Apllied Sciences. Doi: 10.3390/app10196859
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Alvar Arnaiz Gonzalez , (09/09/2020) - Evaluation of Functional Abilities in 0&-6 Year Olds: An Analysis with the eEarlyCare Computer Application - International Journal of Environmental Research and Public Health - 10: 1-18. Doi: 10.3390/ijerph17093315
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , (04/08/2020) - Effectiveness of Using Voice Assistants in Learning: A Study at the Time of COVID-19 - International Journal of Environmental Research and Public Health. Doi: 10.3390/ijerph17155618
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Cesar Garcia Osorio , (11/05/2020) - Open AccessArticleMonitoring Students at the University: Design and Application of a Moodle Plugin - Apllied Sciences: 1-18. Doi: 10.3390/app10103469
Maria Consuelo Saiz Manzanares , Raul Marticorena Sanchez , Alvar Arnaiz Gonzalez , (09/05/2020) - Open AccessArticleEvaluation of Functional Abilities in 0&-6 Year Olds: An Analysis with the eEarlyCare Computer Application - International Journal of Environmental Research and Public Health. Doi: 10.3390/ijerph17093315
Sandra Rodriguez Arribas , Maria Consuelo Saiz Manzanares , Carlos Pardo Aguilar , Miguel Angel Queiruga Dios , (2020) - Effectiveness of self regulation and serious games for learning STEM knowledge in Primary Education - Psicothema - 4: 516-524. Doi: 10.7334/psicothema2020.30
Roberto Serrano Lopez , Pablo Nieves Cordones , H. Zhang , O. Yu. Vekilova , J.m. Barandiaran , K. Skokov , O. Gutfleisch , O. Eriksson , H.c. Herper , T. Schrefl , Santiago Cuesta Lopez , Sergiu Arapan , Jesus Manuel Maudes Raedo , Raul Marticorena Sanchez , Noel Luis Del Brio Fuertes , A. Kovacs , C. Echeverría Bonet , D. Salazar , J. Weischenberg , (04/06/2019) - Database of novel magnetic materials for high-performance permanent magnet development - Computational Materials Science: 188-202. Doi: 10.1016/j.commatsci.2019.06.007
Maria Consuelo Saiz Manzanares , Cesar Ignacio Garcia Osorio , Jose Francisco Diez Pastor , Luis Jorge Martín Antón , (19/01/2019) - Will personalized e-Learning increase deep learning in higher education? - INFORMATION DISCOVERY AND DELIVERY. Doi: 10.1108/IDD-08-2018-0039
Cesar Ignacio Garcia Osorio , álvar Arnáiz González , Diez-pastor, Jose F. , Rodriguez, Juan J. , Ignacio Garcia-osorio, Cesar , (15/07/2016) - Instance selection for regression by discretization - Expert Systems with Applications: 340-350
Cesar Ignacio Garcia Osorio , álvar Arnáiz González , Blachnik, Marcin , Kordos, Miroslaw , César García Osorio , (01/07/2016) - Fusion of instance selection methods in regression tasks - Information Fusion: 69-79
Cesar Ignacio Garcia Osorio , Diez-pastor, Jose F. , Rodriguez, Juan J. , Garcia-osorio, Cesar I. , Ludmila I. Kuncheva , (20/12/2015) - Diversity techniques improve the performance of the best imbalance learning ensembles - Information Sciences: 98-117
Carlos Lopez Nozal , Jesus Manuel Maudes Raedo , Raul Marticorena Sanchez , Jesus M. Alonso , (2015) - Uso de GitHub en el diseño de e-actividades para la refactorización del software - Education in the Knowledge Society (EKS) - 4: 81-96
Carlos Lopez Nozal , Raul Marticorena Sanchez , Jose Francisco Diez Pastor , Cesar Ignacio Garcia Osorio , (2015) - Acquisition of Transferable Skills Associated with Software Maintenance and Development Using Tools for Versioning and Task Management - International Journal of Engineering Education - 3: 839-850
Jose Francisco Diez Pastor , Cesar Ignacio Garcia Osorio , Juan Jose Rodriguez Diez , (13/02/2014) - Tree ensemble construction using a GRASP-based heuristic and annealed randomness - Information Fusion. Doi: http://dx.doi.org/10.1016/j.inffus.2014.01.009
Carlos Pardo Aguilar , Jose Francisco Diez Pastor , Cesar Ignacio Garcia Osorio , Juan Jose Rodriguez Diez , (01/06/2013) - Rotation Forests for regression - Applied Mathematics and Computation: 9914-9924. Doi: http://dx.doi.org/10.1016/j.amc.2013.03.139
Maciej Grzenda , Andres Bustillo Iglesias , (05/2013) - The Evolutionary Development of Roughness Prediction Models - Applied Soft Computing - 13: 2913-2922. Doi: 10.1016/j.asoc.2012.03.070
Nicolás García Pedrajas , Cesar Ignacio Garcia Osorio , (2013) - Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections - Progress in Artificial Intelligence - 1: 29-44. Doi: 10.1007/s13748-012-0028-4
Ludmila I. Kuncheva , Juan Jose Rodriguez Diez , (2013) - Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis - Progress in Artificial Intelligence - 1: 65-72. Doi: 10.1007/s13748-012-0037-3
Carlos Lopez Nozal , Jose Francisco Diez Pastor , Jesus Manuel Maudes Raedo , Raul Marticorena Sanchez , (07/2012) - Módulo Moodle para gestionar Trabajos Final de Grado o Master - IEEE Rita Revista Iberoamericana de Tecnologías del Aprendizaje - 3: 155-162
Nicolás García Pedrajas , Jesus Manuel Maudes Raedo , Juan Jose Rodriguez Diez , Cesar Ignacio Garcia Osorio , (06/2012) - Supervised subspace projections for constructing ensembles of classifiers - Information Sciences: 1-21. Doi: http://dx.doi.org/10.1016/j.ins.2011.06.023
Jose Francisco Diez Pastor , Andres Bustillo Iglesias , Guillen Quintana , Cesar Ignacio Garcia Osorio , (18/04/2012) - Boosting Projections to improve surface roughness prediction in high-torque milling operations - Soft Computing-a fusion of foundations, methodologies and applications - 8: 1427-1437. Doi: 10.1007/s00500-012-0846-0
Guillem Quintana , Andres Bustillo Iglesias , Joaquim Ciurana , (2012) - Prediction, monitoring and control of surface roughness in high-torque milling machine operations - International Journal of Computer Integrated Manufacturing - 25: 1129-1138
Andres Bustillo Iglesias , Maritza Correa , (2012) - Using artificial intelligence to predict surface roughness in deep drilling of Steel Components - Journal of Intelligent Manufacturing - 23: 1893-1902
Agustin Gajate , Andres Bustillo Iglesias , Rodolfo Haber , (2012) - Transductive neurofuzzy-based torque control of a milling process: results of a case study - International Journal of Innovative, Computing, Information and Control, - 8: 3495-3510
Jesus Manuel Maudes Raedo , Juan Jose Rodriguez Diez , Cesar Ignacio Garcia Osorio , Nicolás García Pedrajas , (01/2012) - Random Feature Weights for Decision Tree Ensemble Construction - Information Fusion - 1: 1566-2535. Doi: http://dx.doi.org/10.1016/j.inffus.2010.11.004
Maciej Grzenda , Andres Bustillo Iglesias , Guillem Quintana , Joaquim Ciurana , (2012) - Improvement of surface roughness models for face milling operations through dimensionality reduction - Integrated Computer-Aided Engineering - 19: 179-197. Doi: 10.3233/ICA-2012-0398
Jesus Manuel Maudes Raedo , Juan Jose Rodriguez Diez , Cesar Ignacio Garcia Osorio , Nicolás García Pedrajas , (01/2012) - Random Feature Weights for Decision Tree Ensemble Construction - Information Fusion - 1: 20-30. Doi: 10.1016/j.inffus.2010.11.004
Jesus Manuel Maudes Raedo , Juan Jose Rodriguez Diez , Cesar Ignacio Garcia Osorio , Carlos Pardo Aguilar , (06/2011) - Random Projections for Linear SVM Ensembles - Applied Intelligence - 3: 347-359. Doi: DOI: 10.1007/s10489-011-0283-2
Cesar Ignacio Garcia Osorio , Andres Bustillo Iglesias , Jose Francisco Diez Pastor , Guillen Quintana , (07/05/2011) - Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations - International Journal of Advanced Manufacturing Technology - 5--8: 521-532. Doi: ttp://dx.doi.org/10.1007/s00170-011-3300-z
Andres Bustillo Iglesias , Eneko Ukar , Juan Jose Rodriguez Diez , Aitzol Lamikiz , (2011) - Modelling of process parameters in laser polishing of steel components using ensembles of regression trees - International Journal of Computer Integrated Manufacturing
Juan José Rodríguez Diez , Jesus Manuel Maudes Raedo , Cesar Ignacio Garcia Osorio , Nicolás García Pedrajas , (2011) - Random feature weights for decision tree ensemble construction - Information Fusion. Doi: 10.1016/j.inffus.2010.11.004
Nicolás García Pedrajas , Cesar Ignacio Garcia Osorio , (2011) - Constructing ensembles of classifiers using supervised projection methods based on misclassified instances - Expert Systems with Applications - 38: 343-359. Doi: 10.1016/j.eswa.2010.06.072
Maciej Grzenda , Andres Bustillo Iglesias , Pawel Zawistowski , (19/11/2010) - A soft computing system using intelligent imputation strategies for roughness prediction in deep drilling - Journal of Intelligent Manufacturing. Doi: 10.1007/s10845-010-0478-0
A. Gajate , R. Haber , R. Del Toro , P. Vega , Andres Bustillo Iglesias , (01/08/2010) - Tool wear monitoring using neuro-fuzzy techniques: a comparative study in a turning process - Journal of Intelligent Manufacturing. Doi: 10.1007/s10845-010-0443-y
Cesar Ignacio Garcia Osorio , Aida Haro, De García , Nicolás García Pedrajas , (04/2010) - Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts - Artificial Intelligence: 410-441
Gregor Stiglic , Juan Jose Rodriguez Diez , Peter Kokol , (2010) - Finding Optimal Classifiers for Small Feature Sets in Genomics and Proteomics - Neurocomputing - 13-15: 2346-2352. Doi: 10.1016/j.neucom.2010.02.024
Juan Jose Rodriguez Diez , Ludmila I. Kuncheva , (2010) - Classifier Ensembles for fMRI Data Analysis: An Experiment - Magnetic Resonance Imaging - 4: 583-593. Doi: 10.1016/j.mri.2009.12.021
Juan Jose Rodriguez Diez , Cesar Ignacio Garcia Osorio , Jesus Manuel Maudes Raedo , (2010) - Forests of Nested Dichotomies - Pattern Recognition Letters - 2: 125-132. Doi: 10.1016/j.patrec.2009.09.015
Ludmila I. Kuncheva , Juan Jose Rodriguez Diez , Catrin O. Plumton , David E. J. Linden , Stephen J. Johnston , (2010) - Random Subspace Ensembles for fMRI Classification - IEEE Transactions on Medical Imaging - 2: 531-542. Doi: 10.1109/TMI.2009.2037756
Joaquín Yagüe , Rafael Rodríguez , Andres Bustillo Iglesias , Fermín Zubiri , Fermín Garciandía , (01/06/2009) - Estudio del efecto de tratamientos dúplex temple laser + PVD en aceros de herramientas - TRATER Press - 11: 31-35
Luis Noberto López De La Calle , Andres Bustillo Iglesias , (01/05/2009) - Nada de tecnología ficción. La inteligencia en las máquinas, algo más que un atractivo enunciado - I M H E-(Informacion de Maquinas - Herramienta Equipos y Accesorios) - 360: 103-119
S. Omatu , M.p. Rocha , J. Bravo , F. Fernández-riverola , Andres Bustillo Iglesias , J. M. Corchado , (2009) - Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living 10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops, Salamanca, Spain, June 10-12, 2009. Proceedings, Part II - SPRINGER VERLAG GMBH - 5518
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(2019) - INTED2019 Proceedings - IATED ACADEMY, S.L. : 2966-2971
(2019) - INTED2019 Proceedings - IATED ACADEMY, S.L. : 5322-5328
(2017) - Análisis de protocolos de pensar en voz alta: un ejemplo de SRL en el aprendizaje de la física - SCINFOPER: 731-738
(2017) - Conductas de aprendizaje en LMS: SRL y feedback efectivo en B-Learning - SCINFOPER: 747-752
(2017) - Formación del profesorado en Metodologías Activas desde Plataformas interactivas - SCINFOPER: 39-44
(2017) - Aprendizaje basado en proyectos utilizando LMS: una experiencia en Ciencias de la Salud - SCINFOPER: 739-746
(2013) - Archaeology in the Digital Era. Papers from the 40th Annual Conference of Computer Applications and Quantitative Methods in Archaeology (CAA), Southampton, 26-29 March 2012 - Amsterdam University Press
(2013) - CAA2010 Fusion of Cultures. Proceedings of the 38th Annual Conference on Computer Applications and Quantitative Methods in Archaeology - Archaeopress, Publishers of British Archaeological Reports, Gordon House: 55-62
(2012) - Actas del Congreso Internacional: Innovación metodológica y docente en Historia, Arte y Geografía. Santiago de Compostela, 7-9 de septiembre de 2011 : 1068-1080
(2011) - Ensembles in Machine Learning Applications - SPRINGER VERLAG GMBH: 181-199
(2011) - Software Tools and Algorithms for Biological Systems - SPRINGER VERLAG GMBH: 211-221
(25/05/2009) - Computer Recognition Systems 3 - Springer Berlin / Heidelberg: 601-609
(2009) - Applications of Supervised and Unsupervised Ensemble Methods - SPRINGER VERLAG GMBH: 113-133
(2009) - Soft Computing Methods for Practical Environmental Solutions: Techniques and Studies