Zobrazeno 1 - 10
of 471
pro vyhledávání: '"Rubio Julio"'
In this paper we describe the mathematical foundations of a new approach to semi-supervised Machine Learning. Using techniques of Symbolic Computation and Computer Algebra, we apply the concept of persistent homology to obtain a new semi-supervised l
Externí odkaz:
http://arxiv.org/abs/2301.11658
Nowadays, Machine Learning and Deep Learning methods have become the state-of-the-art approach to solve data classification tasks. In order to use those methods, it is necessary to acquire and label a considerable amount of data; however, this is not
Externí odkaz:
http://arxiv.org/abs/2205.09617
Publikováno v:
In Journal of Symbolic Computation January-February 2023 114:122-148
Automation and reliability are the two main requirements when computers are applied in Life Sciences. In this paper we report on an application to neuron recognition, an important step in our long-term project of providing software systems to the stu
Externí odkaz:
http://arxiv.org/abs/1509.04420
The quantification of synapses is instrumental to measure the evolution of synaptic densities of neurons under the effect of some physiological conditions, neuronal diseases or even drug treatments. However, the manual quantification of synapses is a
Externí odkaz:
http://arxiv.org/abs/1507.07800
In this paper, three Computational Topology methods (namely effective homology, persistent homology and discrete vector fields) are mixed together to produce algorithms for homological digital image processing. The algorithms have been implemented as
Externí odkaz:
http://arxiv.org/abs/1412.6154
By general case we mean methods able to process simplicial sets and chain complexes not of finite type. A filtration of the object to be studied is the heart of both subjects persistent homology and spectral sequences. In this paper we present the co
Externí odkaz:
http://arxiv.org/abs/1403.7086
Autor:
Bermúdez, Miguel A.1,2 (AUTHOR), Rubio, Julio M.1,2 (AUTHOR), Balboa, María A.1,2 (AUTHOR), Balsinde, Jesús1,2 (AUTHOR) jbalsinde@ibgm.uva.es
Publikováno v:
Biomolecules (2218-273X). Dec2022, Vol. 12 Issue 12, p1851. 13p.
Publikováno v:
ACM Transactions on Computational Logic, Volume 15 Issue 3, Article No. 23 2014
The analysis of digital images using homological procedures is an outstanding topic in the area of Computational Algebraic Topology. In this paper, we describe a certified reduction strategy to deal with digital images, but preserving their homologic
Externí odkaz:
http://arxiv.org/abs/1306.0806