NombreGalán Páez, Juan
DepartamentoCiencias de la Computación e Inteligencia Artificial
Área de conocimientoCiencia de la Computación e Inteligencia Artificial
Categoría profesionalProfesor Sustituto
Correo electrónicoSolicitar
         
  • Nº publicaciones

    28

  • Nº visitas

    2861

  • Nº descargas

    3799


 

Artículo
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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
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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 ...
Artículo
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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 ...
Artículo
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Towards a Notion of Basis for Knowledge-Based Systems—Applications

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan; Rodríguez Chavarría, Daniel (MDPI, 2021)
In the paradigm of Knowledge-Based Systems (KBS), the design of methods to simplify the reasoning leads to more efficient ...
Ponencia
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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 fleet ...
Artículo
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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 ...
Capítulo de Libro
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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 ...
Ponencia
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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 play ...
Ponencia
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Urban Knowledge Extraction, Representation and Reasoning as a Bridge from Data City towards Smart City

Miguel Rodríguez, Jaime de; Galán Páez, Juan; Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín (IEEE Computer Society, 2016)
Urban Data management represents a major challenge in the field of Smart Cities. Its understanding is essential for the ...
Ponencia
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Synthetizing Qualitative (Logical) Patterns for Pedestrian Simulation from Data

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2016)
This work introduces a (qualitative) data-driven framework to extract patterns of pedestrian behaviour and synthesize ...
Ponencia
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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 ...
Ponencia
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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 ...
Ponencia
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Towards a Soft Evaluation and Refinement of Tagging in Digital Humanities

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2015)
In this paper we estimate the soundness of tagging in digital repositories within the field of Digital Humanities by ...
Ponencia
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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.
Artículo
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Discovering New Sentiments from the Social Web

Borrego Díaz, Joaquín; Galán Páez, Juan (Cornell University Library, 2014)
Ponencia
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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 ...
Artículo
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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
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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 ...
Tesis Doctoral
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Aplicaciones de la racionalidad acotada al razonamiento cualitativo sobre sistemas complejos

Galán Páez, Juan; Borrego Díaz, Joaquín (2014)
En un trabajo clásico de 1973, los investigadores Horst W. J. Rittel y Melvin M. Webber introducen, dentro del campo de ...
Artículo
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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 ...
Ponencia
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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
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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
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Qualitative Reasoning on Complex Systems from Observations

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2013)
A hybrid approach to phenomenological reconstruction of Complex Systems (CS), using Formal Concept Analysis (FCA) as main ...
Ponencia
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Scale-Free Structure in Concept Lattices Associated to Complex Systems

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (IEEE Computer Society, 2012)
Qualitative representation and reasoning on Complex Systems (CS) is important for a number of human activities on CS, ...
Ponencia
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Simulating Language Dynamics by Means of Concept Reasoning

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Springer, 2012)
A problem in the phenomenological reconstruction of Complex Systems (CS) is the extraction of the knowledge that elements ...
Ponencia
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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 ...
Ponencia
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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
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Selecting Attributes for Sport Forecasting using Formal Concept Analysis

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan (Cornell University Library, 2011)
In order to address complex systems, apply pattern recongnition on their evolution could play an key role to understand their ...