Senén Barro

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 29

Top Venues

Publications

Luca Nannini, Jose Maria Alonso-Moral, Alejandro Catalá, Manuel Lama, Senén Barro
Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem. IEEE Intell. Syst. 39 (4) (2024)
Heba Alateyat, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D. Neural Process. Lett. 55 (5) (2023)
Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro
Ensemble and continual federated learning for classification tasks. Mach. Learn. 112 (9) (2023)
Audi Al-Btoush, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Quick extreme learning machine for large-scale classification. Neural Comput. Appl. 34 (8) (2022)
Adina Ioana Vladu, Iria de-Dios-Flores, Carmen Magariños, John E. Ortega, José Ramom Pichel Campos, Marcos García, Pablo Gamallo, Elisa Fernández Rei, Alberto Bugarín, Manuel González González, Senén Barro, Xose Luis Regueira
Proxecto Nós: Artificial intelligence at the service of the Galician language. SEPLN (Projects and Demonstrations) (2022)
Marcos F. Criado, Fernando E. Casado, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead. Inf. Fusion 88 (2022)
Fernando E. Casado, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Concept drift detection and adaptation for federated and continual learning. Multim. Tools Appl. 81 (3) (2022)
Ziad Akram-Ali-Hammouri, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Fast Support Vector Classification for Large-Scale Problems. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Ziad Akram-Ali-Hammouri, Manuel Fernández Delgado, Audi Albtoush, Eva Cernadas, Senén Barro
Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification. Neurocomputing 489 (2022)
Fernando E. Casado, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Concept drift detection and adaptation for federated and continual learning. CoRR (2021)
Audi Al-Btoush, Manuel Fernández Delgado, Eva Cernadas, Senén Barro
Extreme learning machine with confidence interval based bias initialization. IDSTA (2021)
Marcos F. Criado, Fernando E. Casado, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead. CoRR (2021)
Fernando E. Casado, Germán Rodríguez, Roberto Iglesias, Carlos V. Regueiro, Senén Barro, Adrián Canedo-Rodriguez
Walking Recognition in Mobile Devices. Sensors 20 (4) (2020)
Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Collaborative and continual learning for classification tasks in a society of devices. CoRR (2020)
Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings. WAF (2020)
José Maria Alonso, Senén Barro, Alberto Bugarín, Kees van Deemter, Claire Gardent, Albert Gatt, Ehud Reiter, Carles Sierra, Mariët Theune, Nava Tintarev, Hitoshi Yano, Katarzyna Budzynska
Interactive Natural Language Technology for Explainable Artificial Intelligence. TAILOR (2020)
Manuel Fernández Delgado, Manisha Sanjay Sirsat, Eva Cernadas, Sadi Alawadi, Senén Barro, Manuel Febrero-Bande
An extensive experimental survey of regression methods. Neural Networks 111 (2019)
David Santos, Eric López-López, Xosé M. Pardo, Roberto Iglesias, Senén Barro, Xosé Ramón Fdez-Vidal
Robust and Fast Scene Recognition in Robotics Through the Automatic Identification of Meaningful Images. Sensors 19 (18) (2019)
Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Robust Heading Estimation in Mobile Phones. IWINAC (2) (2019)
Sadi Alawadi, Manuel Fernández Delgado, David Mera, Senén Barro
Polynomial Kernel Discriminant Analysis for 2D visualization of classification problems. Neural Comput. Appl. 31 (8) (2019)
Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Learning from the Individuals and the Crowd in Robotics and Mobile Devices. ROBOT (2) (2019)
Manisha Sanjay Sirsat, Eva Cernadas, Manuel Fernández Delgado, Senén Barro
Automatic prediction of village-wise soil fertility for several nutrients in India using a wide range of regression methods. Comput. Electron. Agric. 154 (2018)
David Mera, Manuel Fernández Delgado, José Manuel Cotos, José Ramon Rios Viqueira, Senén Barro
Comparison of a massive and diverse collection of ensembles and other classifiers for oil spill detection in SAR satellite images. Neural Comput. Appl. 28 (S-1) (2017)
Roberto Iglesias, Carlos V. Regueiro, Senén Barro, Germán Rodríguez, Adrián Nieto
Robust Step Detection in Mobile Phones Through a Learning Process Carried Out in the Mobile. IWINAC (2) (2017)
Alejandro Ramos-Soto, Borja Vázquez-Barreiros, Alberto Bugarín, Adriana Gewerc, Senén Barro
Evaluation of a Data-To-Text System for Verbalizing a Learning Analytics Dashboard. Int. J. Intell. Syst. 32 (2) (2017)
Adrián Canedo-Rodriguez, Víctor Alvarez-Santos, Carlos V. Regueiro, Roberto Iglesias, Senén Barro, Jesús María Rodríguez Presedo
Particle filter robot localisation through robust fusion of laser, WiFi, compass, and a network of external cameras. Inf. Fusion 27 (2016)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro
Fuzzy sets across the natural language generation pipeline. Prog. Artif. Intell. 5 (4) (2016)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro
Fuzzy Sets Across the Natural Language Generation Pipeline. CoRR (2016)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro
On the role of linguistic descriptions of data in the building of natural language generation systems. Fuzzy Sets Syst. 285 (2016)
Alejandro Ramos-Soto, Martin Pereira-Fariña, Alberto Bugarín, Senén Barro
A model based on computational perceptions for the generation of linguistic descriptions of data. FUZZ-IEEE (2015)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro, Nuria Gallego, Catalina Rodríguez, Iván Fraga, Anthony Saunders
Automatic Generation of Air Quality Index Textual Forecasts Using a Data-To-Text Approach. CAEPIA (2015)
Alejandro Ramos-Soto, Manuel Lama, Borja Vázquez-Barreiros, Alberto Bugarín, Manuel Mucientes, Senén Barro
Towards Textual Reporting in Learning Analytics Dashboards. ICALT (2015)
Alejandro Ramos-Soto, Alberto José Bugarín Diz, Senén Barro, Juan Taboada
Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data. IEEE Trans. Fuzzy Syst. 23 (1) (2015)
Manuel Fernández Delgado, Eva Cernadas, Senén Barro, Jorge Ribeiro, José Neves
Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation. Neural Networks 50 (2014)
Manuel Fernández Delgado, Eva Cernadas, Senén Barro, Dinani Gomes Amorim
Do we need hundreds of classifiers to solve real world classification problems? J. Mach. Learn. Res. 15 (1) (2014)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro, Juan Taboada
Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data. CoRR (2014)
Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro, Juan Taboada
Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data. FQAS (2013)
Senén Barro
Another Half Century of Progress in Fuzzy Logic? On Fuzziness (1) (2013)
Manuel Lama, Juan Carlos Vidal, Estefanía Otero-García, Alberto Bugarín, Senén Barro
Semantic Linking of Learning Object Repositories to DBpedia. J. Educ. Technol. Soc. 15 (4) (2012)
Abraham Otero, Paulo Félix, Senén Barro, Carlos Zamarrón
A structural knowledge-based proposal for the identification and characterization of apnoea episodes. Appl. Soft Comput. 12 (1) (2012)
Manuel Lama, Juan Carlos Vidal, Estefanía Otero-García, Alberto Bugarín, Senén Barro
Semantic Linking of a Learning Object Repository to DBpedia. ICALT (2011)
Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro
A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin. IJCNN (2010)
Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro
Fast weight calculation for kernel-based perceptron in two-class classification problems. IJCNN (2010)
Manuel Fernández Delgado, M. Reboreda, Eva Cernadas, Senén Barro
A comparison of several neural networks to predict the execution times in injection molding production for automotive industry. Neural Comput. Appl. 19 (5) (2010)
Abraham Otero, Paulo Félix, Senén Barro, Francisco Palacios
Addressing the flaws of current critical alarms: a fuzzy constraint satisfaction approach. Artif. Intell. Medicine 47 (3) (2009)
Senén Barro
Intelligent Patient Monitoring: From Hardware to Learnware. IWINAC (1) (2009)
Abraham Otero, Paulo Félix, Senén Barro
TRACE, a graphical tool for the acquisition and detection of signal patterns. Expert Syst. Appl. 36 (1) (2009)
Abraham Otero, Paulo Félix, Senén Barro
A fuzzy constraint satisfaction approach for signal abstraction. Int. J. Approx. Reason. 50 (2) (2009)
M. Reboreda, Manuel Fernández Delgado, Senén Barro
Time Estimation in Injection Molding Production for Automotive Industry Based on SVR and RBF. IWINAC (2) (2009)
Miguel A. Rodríguez, Roberto Iglesias, Carlos V. Regueiro, José Correa, Senén Barro
Autonomous and fast robot learning through motivation. Robotics Auton. Syst. 55 (9) (2007)
Manuel Mucientes, David L. Moreno, Alberto Bugarín, Senén Barro
Design of a fuzzy controller in mobile robotics using genetic algorithms. Appl. Soft Comput. 7 (2) (2007)
Roberto Iglesias, Miguel A. Rodríguez, Carlos V. Regueiro, José Correa, Pablo Quintía, Senén Barro
New approach to get autonomous and fast robot learning processes. ICINCO-RA (1) (2007)
Ricardo José Rocha Amorim, Eduardo Sánchez, Manuel Lama, Senén Barro, Xosé A. Vila Sobrino
Representing and executing Units of Learning on the basis of a Learning Design Ontology. Inteligencia Artif. 11 (33) (2007)
Eduardo Sánchez, Senén Barro, Jorge Mariño, Antonio Canedo
Cortical modulation of dorsal column nuclei: A computational study. J. Comput. Neurosci. 21 (1) (2006)
Abraham Otero, Paulo Félix, Carlos V. Regueiro, Miguel A. Rodríguez, Senén Barro
Fuzzy constraint satisfaction approach for landmark recognition in mobile robotics. AI Commun. 19 (3) (2006)
Manuel Mucientes, David L. Moreno, Alberto Bugarín, Senén Barro
Evolutionary learning of a fuzzy controller for wall-following behavior in mobile robotics. Soft Comput. 10 (10) (2006)
Roberto Iglesias, Miguel A. Rodríguez, Carlos V. Regueiro, José Correa, Senén Barro
Combining reinforcement learning and genetic algorithms to learn behaviours in mobile robotics. ICINCO-RA (2006)
Félix Díaz-Hermida, David E. Losada, Alberto Bugarín, Senén Barro
A Probabilistic Quantifier Fuzzification Mechanism: The Model and Its Evaluation for Information Retrieval. IEEE Trans. Fuzzy Syst. 13 (5) (2005)
Abraham Otero, Paulo Félix, Santiago Fraga, Senén Barro, Francisco Palacios
A Hierarchical Pattern Matching Procedure for Signal Abstraction. CAEPIA (2005)
David L. Moreno, Carlos V. Regueiro, Roberto Iglesias, Senén Barro
Making Use of Unelaborated Advice to Improve Reinforcement Learning: A Mobile Robotics Approach. ICAPR (1) (2005)
Dinani Gomes, Manuel Fernández Delgado, Senén Barro
Internal Categories with Irregular Geometry and Overlapping in ART Networks. CAEPIA (2005)
Félix Díaz-Hermida, Alberto Bugarín, Purificación Cariñena, Senén Barro
Voting-model based evaluation of fuzzy quantified sentences: a general framework. Fuzzy Sets Syst. 146 (1) (2004)
Purificación Cariñena, Carlos V. Regueiro, Abraham Otero, Alberto Bugarín, Senén Barro
Landmark detection in mobile robotics using fuzzy temporal rules. IEEE Trans. Fuzzy Syst. 12 (4) (2004)
David E. Losada, Félix Díaz-Hermida, Alberto Bugarín, Senén Barro
Experiments on using fuzzy quantified sentences in adhoc retrieval. SAC (2004)
Adolfo Riera, Manuel Lama, Eduardo Sánchez Vila, Ricardo José Rocha Amorim, Xosé A. Vila Sobrino, Senén Barro
Study of Communication in a Multi-Agent System for Collaborative Learning Scenarios. PDP (2004)
Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo
Sleep and Wakefulness in the Cuneate Nucleus: A Computational Study. IWANN (1) (2003)
Juan Carlos Vidal, Manuel Lama, Alberto Bugarín, Senén Barro
Workflow-based information system for furniture budgeting. ETFA (1) (2003)
Santiago Fraga, Daniel Castro, Alberto Bugarín, Jesús María Rodríguez Presedo, Senén Barro, T. Lucas
Ubiquitous environment for processes monitoring in power stations. ETFA (1) (2003)
Senén Barro, Alberto Bugarín, Purificación Cariñena, Félix Díaz-Hermida
A framework for fuzzy quantification models analysis. IEEE Trans. Fuzzy Syst. 11 (1) (2003)
Paulo Félix, Senén Barro, Abraham Otero
Algunas reflexiones sobre la semántica de una restricción borrosa. Inteligencia Artif. 7 (20) (2003)
Juan Carlos Vidal, Manuel Lama, Alberto Bugarín, Senén Barro
Problem-Solving Analysis for the Budgeting Task in Furniture Industry. KES (2003)
Eduardo Sánchez Vila, Manuel Lama, Ricardo José Rocha Amorim, Adolfo Riera, Xosé A. Vila Sobrino, Senén Barro
A multi-tiered agent-based architecture for a cooperative learning environment. PDP (2003)
Abraham Otero, Paulo Félix, Carlos V. Regueiro, Miguel A. Rodríguez, Senén Barro
A model to perform knowledge-based temporal abstraction over multiple signals. TIME (2003)
Félix Díaz-Hermida, Alberto Bugarín, Senén Barro
Definition and classification of semi-fuzzy quantifiers for the evaluation of fuzzy quantified sentences. Int. J. Approx. Reason. 34 (1) (2003)
Paulo Félix, Senén Barro, Roque Marín
Fuzzy constraint networks for signal pattern recognition. Artif. Intell. 148 (1-2) (2003)
Félix Díaz-Hermida, Alberto Bugarín, Purificación Cariñena, Manuel Mucientes, David E. Losada, Senén Barro
Modelling Fuzzy Quantified Statements under a Voting Model Interpretation of Fuzzy Sets. IFSA (2003)
Pedro Jorge, David L. Moreno, Eduardo Sánchez Vila, Senén Barro
Database Integration and Remote Accessibility in a Distributed Vision-Based Surveillance System. PDP (2003)
Manuel Mucientes, Roberto Iglesias, Carlos V. Regueiro, Alberto Bugarín, Senén Barro
A fuzzy temporal rule-based velocity controller for mobile robotics. Fuzzy Sets Syst. 134 (1) (2003)
Eduardo Sánchez Vila, Senén Barro, Antonio Canedo
Edge Detection and Motion Discrimination in the Cuneate Nucleus. ICANN (2002)
Manuel Mucientes, Roberto Iglesias, Carlos V. Regueiro, Alberto Bugarín, Purificación Cariñena, Senén Barro
Fuzzy temporal rules for mobile robot guidance in dynamic environments. IEEE Trans. Syst. Man Cybern. Part C 31 (3) (2001)
Eduardo Sánchez Vila, Manuel Mucientes, Senén Barro
A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics. IWANN (2) (2001)
Félix Díaz-Hermida, Purificación Cariñena, Alberto Bugarín, Senén Barro
Modelling of Task-oriented Vocabularies: an Example in Fuzzy Temporal Reasoning. FUZZ-IEEE (2001)
Paulo Félix, Senén Barro
A fuzzy model for the representation and recognition of linguistically described trends. Intell. Data Anal. 5 (6) (2001)
Félix Díaz-Hermida, Alberto Bugarín, Purificación Cariñena, Senén Barro
A general framework for probabilistic approaches to fuzzy quantification. EUSFLAT Conf. (2001)
Senén Barro, Roque Marín, Francisco Palacios Ortega, Ramon Ruíz
Fuzzy logic in a patient supervision system. Artif. Intell. Medicine 21 (1-3) (2001)
Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus. IWANN (1) (2001)
Roberto Iglesias, Manuel Fernández Delgado, Senén Barro
Learning of perceptual states in the design of an adaptive wall-following behavior. ESANN (2000)
Miguel A. Rodríguez, José Correa, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
Probabilistic and Count Methods in Map Building for Autonomous Mobile Robots. EWLR (1999)
Roberto Iglesias, Senén Barro
SOAN: Self Organizing with Adaptive Neighborhood Neural Network. IWANN (1) (1999)
Manuel Lama, Maria Taboada, Senén Barro, Roque Marín, Francisco Palacios
Design of a Therapeutic Specialist for Acute Myocardial Infarct. Cybern. Syst. 30 (3) (1999)
Paulo Félix, Santiago Fraga, Senén Barro
Linguistic Representation of Fuzzy Temporal Profiles. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 7 (3) (1999)
Manuel Fernández Delgado, Jesús María Rodríguez Presedo, Senén Barro
Multichannel Pattern Recognition Neural Network. IWANN (1) (1999)
Maria Taboada, Manuel Lama, Senén Barro, Roque Marín, José Mira, Francisco Palacios Ortega
A problem-solving method for 'unprotocolised' therapy administration task in medicine. Artif. Intell. Medicine 17 (2) (1999)
E. A. Fernandez, Jesús María Rodríguez Presedo, Senén Barro
An ECG Ischemic Detection System Based on Self-Organizing Maps and a Sigmoid Function Pre-processing Stage. AIMDM (1999)
Manuel Mucientes, Roberto Iglesias, Carlos V. Regueiro, Alberto Bugarín, Purificación Cariñena, Senén Barro
Use of fuzzy temporal rules for avoidance of moving obstacles in mobile robotics. EUSFLAT-ESTYLF Joint Conf. (1999)
Purificación Cariñena, Alberto Bugarín, Santiago Fraga, Senén Barro
Enhanced fuzzy temporal rules and their projection onto fuzzy Petri nets. Int. J. Intell. Syst. 14 (8) (1999)
Paulo Félix, Santiago Fraga, Roque Marín, Senén Barro
Trend detection based on a fuzzy temporal profile model. Artif. Intell. Eng. 13 (4) (1999)
Purificación Cariñena, Alberto Bugarín, Manuel Mucientes, Senén Barro
A language for expressing expert knowledge using fuzzy temporal rules. EUSFLAT-ESTYLF Joint Conf. (1999)
Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo, Pablo Vázquez
Modelling the Circuitry of the Cuneate Nucleus. IWANN (1) (1999)
Alberto Bugarín, Senén Barro
Reasoning with truth values on compacted fuzzy chained rules. IEEE Trans. Syst. Man Cybern. Part B 28 (1) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Senén Barro