Zobrazeno 1 - 10
of 170
pro vyhledávání: '"Jesús S. Aguilar–Ruiz"'
Autor:
Jesús S. Aguilar-Ruiz, Marcin Michalak
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract The evaluation of diagnostic systems is pivotal for ensuring the deployment of high-quality solutions, especially given the pronounced context-sensitivity of certain systems, particularly in fields such as biomedicine. Of notable importance
Externí odkaz:
https://doaj.org/article/cb8de985165e4e5196d2b3d0ad2885c0
Autor:
Marcin Michalak, Jesús S. Aguilar-Ruiz
Publikováno v:
Symmetry, Vol 15, Iss 11, p 1977 (2023)
There are several goals of the two-dimensional data analysis: one may be interested in searching for groups of similar objects (clustering), another one may be focused on searching for some dependencies between a specified one and other variables (cl
Externí odkaz:
https://doaj.org/article/64e21417ceb64db682fdd979311fbc84
Publikováno v:
BioData Mining, Vol 15, Iss 1, Pp 1-6 (2022)
Externí odkaz:
https://doaj.org/article/662780b4c047434baf50194887dc1005
Publikováno v:
BioData Mining, Vol 11, Iss 1, Pp 1-19 (2018)
Abstract Background Biclustering algorithms search for groups of genes that share the same behavior under a subset of samples in gene expression data. Nowadays, the biological knowledge available in public repositories can be used to drive these algo
Externí odkaz:
https://doaj.org/article/8b2538a9e9614954b434b01e49cec582
Publikováno v:
Evolutionary Bioinformatics, Vol 2015, Iss 11, Pp 223-229 (2015)
Externí odkaz:
https://doaj.org/article/2277a0ed867a4f45aed646d84ed78fca
Autor:
Jesús S. Aguilar-Ruiz, Marcin Michalak
Publikováno v:
IEEE Access. 10:68915-68921
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::97eccf272bf272cc3a10725f6926cd42
https://doi.org/10.1109/access.2022.3186444
https://doi.org/10.1109/access.2022.3186444
Publikováno v:
SoftwareX, Vol 28, Iss , Pp 101877- (2024)
The Multiclass Classification Performance (MCP) curve is an innovative method to visualize the performance of a classifier for multiclass datasets. On the other hand, the Imbalanced Multiclass Classification Performance (IMCP) curve is a novel approa
Externí odkaz:
https://doaj.org/article/554899ffef0249c6bdc403d9939be97e
Publikováno v:
Digital.CSIC. Repositorio Institucional del CSIC
instname
idUS. Depósito de Investigación de la Universidad de Sevilla
instname
idUS. Depósito de Investigación de la Universidad de Sevilla
The evolution of the Data Analytics field, both in its scientific dimension, i.e. Data Analytics Science (research and development of machine learning techniques), and in its engineering extension, i.e. Data Analytics Engineering (analysis, design, i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6474b730c17fef8be68fe502883b951b
http://hdl.handle.net/10261/280400
http://hdl.handle.net/10261/280400
Autor:
Jesús S. Aguilar-Ruiz
Publikováno v:
Analytics. 1:54-55
Since the envisioning of the concept of Artificial Intelligence in the 1950s, the interest in making machines emulate human behavior has increased, scientific dedication has grown, and, consequently, new concepts have appeared, with unequal success [
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d3ceef6155b3375d37b41f2474075f40
https://doi.org/10.3390/analytics1010005
https://doi.org/10.3390/analytics1010005
Autor:
Jesus S. Aguilar-Ruiz
Publikováno v:
Analytics, Vol 3, Iss 2, Pp 221-224 (2024)
The ROC curve [...]
Externí odkaz:
https://doaj.org/article/980381ba8b2943cf81b4be3e741ee3b6