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Presentation
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 new insights about the knowledge hidden within this great amount of data. In this paper a methodology ...
Article
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 need to explain the behavior of any type of AI-based system (the explainable AI, XAI) or complex ...
Article
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 of solutions to address this issue raises the need to analyze whether the consistency of the learning ...