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Artículo
A membrane computing framework for social navigation in robotics
(Elsevier, 2021)
A mobile robot acting in a human environment should follow social conventions, keeping safety distances and navigating at moderate speeds, in order to respect people in its surroundings and avoid obstacles in real-time. ...
Artículo
Detecting the ultra low dimensionality of real networks
(Nature Research, 2022)
Reducing dimension redundancy to find simplifying patterns in high dimensional datasets and complex networks has become a major endeavor in many scientific fields. However, detecting the dimensionality of their latent space ...
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 processes. A point of view that provides valuable insights is the algebraic one. In this work, a ...
Artículo
A complete arithmetic calculator constructed from spiking neural P systems and its application to information fusion
(World Scientific, 2021)
Several variants of spiking neural P systems (SNPS) have been presented in the literature to perform arith- 1 metic operations. However, each of these variants was designed only for one specific arithmetic operation. 2 In ...
Artículo
Tuning Frontiers of Efficiency in Tissue P Systems with Evolutional Communication Rules
(Hindawi, 2021)
Over the last few years, a new methodology to address the P versus NP problem has been developed, based on searching for borderlines between the nonefficiency of computing models (only problems in class P can be solved ...
Artículo
Role of a cryptic tRNA gene operon in survival under translational stress
(Oxford Academic, 2021-08-11)
As compared to eukaryotes, bacteria have a reduced tRNA gene set encoding between 30 and 220 tR-NAs. Although in most bacterial phyla tRNA genes are dispersed in the genome, many species from distinct phyla also show genes ...
Artículo
A new P-Lingua toolkit for agile development in membrane computing
(Elsevier, 2022)
Membrane computing is a massively parallel and non-deterministic bioinspired computing paradigm whose models are called P systems. Validating and testing such models is a challenge which is being overcome by developing ...
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. Thus, providing renewed momentum to the relatively new research area of eXplainable AI (XAI). ...
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 need to explain the behavior of any type of AI-based system (the explainable AI, XAI) or complex ...
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 of solutions to address this issue raises the need to analyze whether the consistency of the learning ...