Perfil del autor: Galán Páez, Juan
Datos institucionales
| Nombre | Galán Páez, Juan |
| Departamento | Ciencias de la Computación e Inteligencia Artificial |
| Área de conocimiento | Ciencia de la Computación e Inteligencia Artificial |
| Categoría profesional | Profesor Sustituto |
| Correo electrónico | Solicitar |
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Estadísticas
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Nº publicaciones
28
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Nº visitas
2825
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Nº descargas
3752
| Publicaciones |
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Artículo
 Explainable Artificial Intelligence in Data Science: From Foundational Issues Towards Socio-technical Considerations
(Springer, 2022)
A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. ... |
Artículo
Knowledge representation for explainable artificial intelligence: modeling foundations from complex systems
(Springer, 2022)
Alongside the particular need to explain the behavior of black box artificial intelligence (AI) systems, there is a general ... |
Artículo
Concept learning consistency under three‑way decision paradigm
(Springer, 2022)
Concept Mining is one of the main challenges both in Cognitive Computing and in Machine Learning. The ongoing improve ment ... |
Artículo
Towards a Notion of Basis for Knowledge-Based Systems—Applications
(MDPI, 2021)
In the paradigm of Knowledge-Based Systems (KBS), the design of methods to simplify the reasoning leads to more efficient ... |
Ponencia
A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine
(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
A model of three-way decisions for Knowledge Harnessing
(Elsevier, 2020)
The present work introduces the Knowledge Harnessing, by showing its theoretical founda-tions as well as a three-way ... |
Capítulo de Libro
On Experimental Efficiency for Retraction Operator to Stem Basis
(Springer, 2018)
In this paper, we introduce an implementation of an inference rule called “Independence Rule” which lets us reduce the ... |
Ponencia
ASAP: A Framework for Designing Gamified Models of Complex Systems
(IEEE Computer Society, 2016)
This paper introduces ASAP, a framework for the development of mobile gamification of problems where Complex Systems play ... |
Ponencia
Urban Knowledge Extraction, Representation and Reasoning as a Bridge from Data City towards Smart City
(IEEE Computer Society, 2016)
Urban Data management represents a major challenge in the field of Smart Cities. Its understanding is essential for the ... |
Ponencia
Synthetizing Qualitative (Logical) Patterns for Pedestrian Simulation from Data
(Springer, 2016)
This work introduces a (qualitative) data-driven framework to extract patterns of pedestrian behaviour and synthesize ... |
Ponencia
Extracting emergent knowledge about the socioeconomic urban contexts
(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
Modeling Lexicon Emergence as Concept Emergence in Networks
(Springer, 2015)
Amodel for lexicon emergence in social networks is presented. The model is based on a modified version of classic Naming ... |
Ponencia
Towards a Soft Evaluation and Refinement of Tagging in Digital Humanities
(Springer, 2015)
In this paper we estimate the soundness of tagging in digital repositories within the field of Digital Humanities by ... |
Ponencia
Pedestrian Behavior Mining from Data
(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
Discovering New Sentiments from the Social Web
(Cornell University Library, 2014)
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Ponencia
Phenomenological Percolation in Conceptual Networks associated to Complex Systems
(IEEE Computer Society, 2014)
A notion of phenomenological percolation for Conceptual Structures associated to Complex Systems (CS) is proposed. This ... |
Artículo
Extracción y organización del conocimiento de etiquetados. Aplicación a etiquetados en repositorios digitales sobre arte
(Seminario Interdisciplinar para el Estudio de la Literatura Áurea Española, 2014)
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Ponencia
Emergent Concepts on Knowledge Intensive Processes
(Springer, 2014)
An approach to refine and revise the general framework of KiP (Knowledge Intensive Process) is presented. The specific ... |
Tesis Doctoral
Aplicaciones de la racionalidad acotada al razonamiento cualitativo sobre sistemas complejos
(2014)
En un trabajo clásico de 1973, los investigadores Horst W. J. Rittel y Melvin M. Webber introducen, dentro del campo de ... |
Artículo
Complex concept lattices for simulating human prediction in sport
(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
Building knowledge layers and networks from urban digital information
(Universitat Politécnica de Catalunya, 2013)
The understanding and management of complex digital information on cities need the use of tools providing experts with ... |
Artículo
On the Phenomenological Reconstruction of Complex Systems—The Scale-Free Conceptualization Hypothesis
(Wiley, 2013)
Phenomenological reconstruction of a complex system (CS) from collected and selected data allows us to work with formal ... |
Ponencia
Qualitative Reasoning on Complex Systems from Observations
(Springer, 2013)
A hybrid approach to phenomenological reconstruction of Complex Systems (CS), using Formal Concept Analysis (FCA) as main ... |
Ponencia
Scale-Free Structure in Concept Lattices Associated to Complex Systems
(IEEE Computer Society, 2012)
Qualitative representation and reasoning on Complex Systems (CS) is important for a number of human activities on CS, ... |
Ponencia
Simulating Language Dynamics by Means of Concept Reasoning
(Springer, 2012)
A problem in the phenomenological reconstruction of Complex Systems (CS) is the extraction of the knowledge that elements ... |
Ponencia
Confidence-Based Reasoning with Local Temporal Formal Contexts
(Springer, 2011)
Formal Concept Analysis (FCA) is a theory whose goal is to discover and to extract Knowledge from qualitative data. It ... |
Ponencia
Bounded Rationality for Data Reasoning based on Formal Concept Analysis
(IEEE, 2011)
Formal Concept Analysis (FCA) is a theory whose goal is to discover and extract Knowledge from qualitative data. It also ... |
Ponencia
Selecting Attributes for Sport Forecasting using Formal Concept Analysis
(Cornell University Library, 2011)
In order to address complex systems, apply pattern recongnition on their evolution could play an key role to understand their ... |