Zobrazeno 1 - 10
of 336
pro vyhledávání: '"Naranjo Miguel A."'
Intent detection is a text classification task whose aim is to recognize and label the semantics behind a users query. It plays a critical role in various business applications. The output of the intent detection module strongly conditions the behavi
Externí odkaz:
http://arxiv.org/abs/2408.02838
In Evolutionary Game Theory (EGT), a population reaches a Nash equilibrium when none of the agents can improve its objective by solely changing its strategy on its own. Roughly speaking, this equilibrium is a protection against betrayal. Generalized
Externí odkaz:
http://arxiv.org/abs/2404.17671
Autor:
Toscano-Durán, Víctor, Perera-Lago, Javier, Paluzo-Hidalgo, Eduardo, Gonzalez-Diaz, Rocío, Gutierrez-Naranjo, Miguel Ángel, Rucco, Matteo
In recent years, Deep Learning has gained popularity for its ability to solve complex classification tasks, increasingly delivering better results thanks to the development of more accurate models, the availability of huge volumes of data and the imp
Externí odkaz:
http://arxiv.org/abs/2403.15150
In this paper, we present SIMAP, a novel layer integrated into deep learning models, aimed at enhancing the interpretability of the output. The SIMAP layer is an enhanced version of Simplicial-Map Neural Networks (SMNNs), an explainable neural networ
Externí odkaz:
http://arxiv.org/abs/2403.15083
Autor:
Morosan Mihaela, Hassan Mohamad Al, Naranjo Miguel A., López-Gresa María P., Boscaiu Monica, Vicente Oscar
Publikováno v:
The EuroBiotech Journal, Vol 1, Iss 3, Pp 247-252 (2017)
Genetic improvement of crop drought tolerance has become an urgent need for increasing agricultural yields and food production, to feed a growing human population in the context of global climate change. To get insights into the most relevant mechani
Externí odkaz:
https://doaj.org/article/1db9f36aec104c26ae9da1ecf7bd6e7a
Simplicial map neural networks (SMNNs) are topology-based neural networks with interesting properties such as universal approximation ability and robustness to adversarial examples under appropriate conditions. However, SMNNs present some bottlenecks
Externí odkaz:
http://arxiv.org/abs/2306.00010
The improvement of air-quality in urban areas is one of the main concerns of public government bodies. This concern emerges from the evidence between the air quality and the public health. Major efforts from government bodies in this area include mon
Externí odkaz:
http://arxiv.org/abs/2201.04188
Autor:
Garcia-Moreno, Francisco M., Ruiz-Espigares, Jesús, Gutiérrez-Naranjo, Miguel A., Marchal, Juan Antonio
Publikováno v:
In Computers in Biology and Medicine September 2024 180
Publikováno v:
In Information Sciences May 2024 667
In this paper, we use topological data analysis (TDA) tools such as persistent homology, persistent entropy and bottleneck distance, to provide a {\it TDA-based summary} of any given set of texts and a general method for computing a distance between
Externí odkaz:
http://arxiv.org/abs/1912.09253