- idUS
- Listar por autor
Listar por autor "Galán Páez, Juan"
Mostrando ítems 1-20 de 28
-
Artículo
A model of three-way decisions for Knowledge Harnessing
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Elsevier, 2020)The present work introduces the Knowledge Harnessing, by showing its theoretical founda-tions as well as a three-way ...
-
Ponencia
A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine
Solís Martín, David; Galán Páez, Juan; Borrego Díaz, Joaquín (PHM Society, 2021)his paper presents the data-driven techniques and method ologies used to predict the remaining useful life (RUL) of a ...
-
Tesis Doctoral
Aplicaciones de la racionalidad acotada al razonamiento cualitativo sobre sistemas complejos
Galán Páez, Juan (2014)En un trabajo clásico de 1973, los investigadores Horst W. J. Rittel y Melvin M. Webber introducen, dentro del campo de ...
-
Ponencia
ASAP: A Framework for Designing Gamified Models of Complex Systems
Solís Martín, David; Galán Páez, Juan; Borrego Díaz, Joaquín; Sancho Caparrini, Fernando (IEEE Computer Society, 2016)This paper introduces ASAP, a framework for the development of mobile gamification of problems where Complex Systems ...
-
Ponencia
Bounded Rationality for Data Reasoning based on Formal Concept Analysis
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (IEEE, 2011)Formal Concept Analysis (FCA) is a theory whose goal is to discover and extract Knowledge from qualitative data. It also ...
-
Ponencia
Building knowledge layers and networks from urban digital information
Borrego Díaz, Joaquín; Galán Páez, Juan; Miguel Rodríguez, Jaime de (Universitat Politécnica de Catalunya, 2013)The understanding and management of complex digital information on cities need the use of tools providing experts with ...
-
Artículo
Complex concept lattices for simulating human prediction in sport
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2013)In order to address the study of complex systems, the detection of patterns in their dynamics could play a key role in ...
-
Artículo
Concept learning consistency under three‑way decision paradigm
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2022)Concept Mining is one of the main challenges both in Cognitive Computing and in Machine Learning. The ongoing improve ment ...
-
Ponencia
Confidence-Based Reasoning with Local Temporal Formal Contexts
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2011)Formal Concept Analysis (FCA) is a theory whose goal is to discover and to extract Knowledge from qualitative data. It ...
-
Artículo
Discovering New Sentiments from the Social Web
Borrego Díaz, Joaquín; Galán Páez, Juan (Cornell University Library, 2014) -
Ponencia
Emergent Concepts on Knowledge Intensive Processes
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan; Jiménez Mavillard, Antonio (Springer, 2014)An approach to refine and revise the general framework of KiP (Knowledge Intensive Process) is presented. The specific ...
-
Artículo
Explainable Artificial Intelligence in Data Science: From Foundational Issues Towards Socio-technical Considerations
Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2022)A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. ...
-
Artículo
Extracción y organización del conocimiento de etiquetados. Aplicación a etiquetados en repositorios digitales sobre arte
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Seminario Interdisciplinar para el Estudio de la Literatura Áurea Española, 2014) -
Ponencia
Extracting emergent knowledge about the socioeconomic urban contexts
Galán Páez, Juan; Borrego Díaz, Joaquín; Miguel Rodríguez, Jaime de (ACM Digital Library, 2015)An approach to represent and analyze socioeconomic contexts as well as to reason with them, in order to extract useful ...
-
Artículo
Knowledge representation for explainable artificial intelligence: modeling foundations from complex systems
Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2022)Alongside the particular need to explain the behavior of black box artificial intelligence (AI) systems, there is a general ...
-
Ponencia
Modeling Lexicon Emergence as Concept Emergence in Networks
Galán Páez, Juan; Borrego Díaz, Joaquín; Aranda Corral, Gonzalo A. (Springer, 2015)Amodel for lexicon emergence in social networks is presented. The model is based on a modified version of classic Naming ...
-
Capítulo de Libro
On Experimental Efficiency for Retraction Operator to Stem Basis
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan; Trujillo Caballero, Alejandro (Springer, 2018)In this paper, we introduce an implementation of an inference rule called “Independence Rule” which lets us reduce the ...
-
Artículo
On the Phenomenological Reconstruction of Complex Systems—The Scale-Free Conceptualization Hypothesis
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Wiley, 2013)Phenomenological reconstruction of a complex system (CS) from collected and selected data allows us to work with formal ...
-
Ponencia
Pedestrian Behavior Mining from Data
Galán Páez, Juan; Borrego Díaz, Joaquín (University of York, UK, 2015)A general -observation-based- qualitative framework to extract agent-based pedestrian behavior is presented. To extract qualitative rules from data we use tools, from Formal Concept Analysis, for implicational reasoning.
-
Ponencia
Phenomenological Percolation in Conceptual Networks associated to Complex Systems
Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (IEEE Computer Society, 2014)A notion of phenomenological percolation for Conceptual Structures associated to Complex Systems (CS) is proposed. This ...