Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Gonzalo Napoles"'
Publikováno v:
2022 International Joint Conference on Neural Networks, IJCNN 2022-Proceedings
Neural networks are considered a black-box model as their strength in modeling complex interactions makes its operation almost impossible to explain. Still, neural networks remain very interesting tools as they have shown promising performance in var
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a2a553fde5675146a0f0515b56fa4d49
https://research.tilburguniversity.edu/en/publications/880376b9-e102-45db-b077-41f3ab69a067
https://research.tilburguniversity.edu/en/publications/880376b9-e102-45db-b077-41f3ab69a067
This book starts with the rationale for creating an FCM by contrast to other techniques for participatory modeling, as this rationale is a key element to justify the adoption of techniques in a research paper. Fuzzy cognitive mapping is an active res
Publikováno v:
IEEE Transactions on Cybernetics, 1-12. IEEE
STARTPAGE=1;ENDPAGE=12;ISSN=2168-2267;TITLE=IEEE Transactions on Cybernetics
Pure TUe
arXiv, 2021:2107.03423. Cornell University Library
STARTPAGE=1;ENDPAGE=12;ISSN=2168-2267;TITLE=IEEE Transactions on Cybernetics
Pure TUe
arXiv, 2021:2107.03423. Cornell University Library
Machine-learning solutions for pattern classification problems are nowadays widely deployed in society and industry. However, the lack of transparency and accountability of most accurate models often hinders their safe use. Thus, there is a clear nee
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0ec550fb68382aa8cc91660cd8958a89
https://doi.org/10.48550/arXiv.2107.03423
https://doi.org/10.48550/arXiv.2107.03423
Publikováno v:
IEEE Transactions on Cybernetics. IEEE
This article presents a comprehensive approach for time-series classification. The proposed model employs a fuzzy cognitive map (FCM) as a classification engine. Preprocessed input data feed the employed FCM. Map responses, after a postprocessing pro
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b6943576f1cd674a38692b3178326d2c
http://www.scopus.com/inward/record.url?scp=85122087094&partnerID=8YFLogxK
http://www.scopus.com/inward/record.url?scp=85122087094&partnerID=8YFLogxK
Publikováno v:
Vrije Universiteit Brussel
Pure TUe
Pure TUe
Semi-supervised Classification (SSC) is becoming an attractive research filed due to the emergence of real-world problems on which the number of unlabeled examples exceeds the labeled ones. The natural complexity of this kind of problems rices up whe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2f64708a8d07fc1f6dd8c5b2d7cd84cc
https://biblio.vub.ac.be/vubir/training-set-edition-using-rough-set-theory-for-semisupervised-classification(e57d181d-2af8-46c8-9fe9-d9bf39cc574b).html
https://biblio.vub.ac.be/vubir/training-set-edition-using-rough-set-theory-for-semisupervised-classification(e57d181d-2af8-46c8-9fe9-d9bf39cc574b).html
Publikováno v:
Tilburg University-PURE
Many papers describe the use of Fuzzy Cognitive Maps as a modeling/representation technique for real-life scenarios’ simulation or prediction. However, not many real software implementations are described neither found. In this proposal the authors
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::145ce1382ef922b4a1a385c717b72581
http://hdl.handle.net/1942/22992
http://hdl.handle.net/1942/22992
Autor:
Samvel Mkhitaryan, Philippe Giabbanelli, Maciej K Wozniak, Gonzalo Nápoles, Nanne De Vries, Rik Crutzen
Publikováno v:
PeerJ Computer Science, Vol 8, p e1078 (2022)
FCMpy is an open-source Python module for building and analyzing Fuzzy Cognitive Maps (FCMs). The module provides tools for end-to-end projects involving FCMs. It is able to derive fuzzy causal weights from qualitative data or simulating the system b
Externí odkaz:
https://doaj.org/article/82d18d3951bf49749b376ab647fd45c9
Autor:
Maida Bárbara Reyes‐Rodríguez, Jorge Laureano Moya‐Rodríguez, Sergio Ramón Pérez‐León, Gonzalo Nápoles‐Ruiz
Publikováno v:
Ingeniería Mecánica, Vol 17, Iss 2, Pp 129-137 (2014)
Los procesos de transferencia de calor sonuno de los problemas más importantes a resolver en el campo de la Ingeniería. Entre los equipos más usados en la industria para realizar la transferencia de calor están los intercambiadores de calor de tu
Externí odkaz:
https://doaj.org/article/60a7b6660a5844789f4b22325b6cdd26
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 6, Iss 6 (2013)
Although the individuals' transport behavioural modelling is a complex task, it can produce a notable social and economic impact. In this paper, Fuzzy Cognitive Maps are explored to represent the behaviour and operation of such complex systems. An au
Externí odkaz:
https://doaj.org/article/ff2563f038a24a9286447d7f9107b6ac
Autor:
Ricardo Navarro, Gonzalo Nápoles
Publikováno v:
Revista Cubana de Ciencias Informáticas, Vol 7, Iss 2 (2013)
En las últimas dos décadas los métodos poblacionales de optimización han sido muy usados por su capacidad para encontrar buenas soluciones con un esfuerzo bajo, convergiendo a un único óptimo global. En muchos problemas prácticos, multimodales
Externí odkaz:
https://doaj.org/article/3f45563d0f5641fe874357d1947b57cf