Zobrazeno 1 - 10
of 382
pro vyhledávání: '"Koen Vanhoof"'
ISKE2009 is the fourth in a series of conferences on Intelligent Systems and Knowledge Engineering. The ISKE2009 proceedings covers state-of-the-art research and development in various areas of Intelligent Systems and Knowledge Engineering, particula
Autor:
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Publikováno v:
Renewable Energy, 190, 730-740. Elsevier BV
Time series processing is an essential aspect of wind turbine health monitoring. In this paper, we propose two new approaches for analyzing wind turbine health. Both methods are based on abstract concepts, implemented using fuzzy sets, which allow ag
Publikováno v:
Information Sciences, 560, 51-67. Elsevier Science Inc.
Rough set theory is a granular computing formalism that allows analyzing a given dataset through well-defined measures. Some of these measures aim to characterize datasets used to discover knowledge, mostly in traditional classification problems. Mea
Deep neural network to extract high-level features and labels in multi-label classification problems
Publikováno v:
Neurocomputing. 413:259-270
Pooling layers help reduce redundancy and the number of parameters in deep neural networks without the need of performing additional learning processes. Although these operators are able to deal with both single-label and multi-label problems they ar
Publikováno v:
Knowledge-Based Systems, 238:107811. Elsevier
Time series similarity evaluation is a crucial processing task performed either as a stand-alone action or as a part of extensive data analysis schemes. Among essential procedures that rely on measuring time series similarity, we find time series clu
Publikováno v:
Journal of Business Economics and Management, Vol 17, Iss 4 (2016)
The main goal of this paper is the calculation of a multi-product model of Customer Potential Value using the Probit method. The results of this first analysis are used to perform an ex-post segmentation of customers, whose output can be employed to
Externí odkaz:
https://doaj.org/article/5bf59176175d4d9fac226148461dbe1f
Publikováno v:
Neural Networks: The official journal of the International Neural Network Society, European Neural Network Society, Japanese Neural Network Society, 124, 258-268. Elsevier Limited
Hybrid artificial intelligence deals with the construction of intelligent systems by relying on both human knowledge and historical data records. In this paper, we approach this problem from a neural perspective, particularly when modeling and simula
Publikováno v:
Intelligent Systems and Applications, 682-699
STARTPAGE=682;ENDPAGE=699;TITLE=Intelligent Systems and Applications
Lecture Notes in Networks and Systems ISBN: 9783030821920
IntelliSys (1)
STARTPAGE=682;ENDPAGE=699;TITLE=Intelligent Systems and Applications
Lecture Notes in Networks and Systems ISBN: 9783030821920
IntelliSys (1)
Predict customer buying behavior is an important task for improving direct marketing campaigns, offering the best possible experiences, and providing personalization in the customer journey trip. Improving how models capture the sequential informatio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf4e5cfacc8cd9ffd1da074a113605bf
https://research.tilburguniversity.edu/en/publications/6dbda3f4-ae60-447f-824a-d63f6d0d8bbb
https://research.tilburguniversity.edu/en/publications/6dbda3f4-ae60-447f-824a-d63f6d0d8bbb
Publikováno v:
Mexican International Conference on Artificial Intelligence, 3-14
STARTPAGE=3;ENDPAGE=14;TITLE=Mexican International Conference on Artificial Intelligence
Advances in Computational Intelligence ISBN: 9783031194924
STARTPAGE=3;ENDPAGE=14;TITLE=Mexican International Conference on Artificial Intelligence
Advances in Computational Intelligence ISBN: 9783031194924
This paper elaborates on the modeling and simulation of complex systems involving uncertainty. More explicitly, we are interested in situations in which experts hesitate about the exact values of variables when designing the model. Such situations ca
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b776a29be5d0935cbfea2cb48654951c
https://doi.org/10.1007/978-3-031-19493-1_1
https://doi.org/10.1007/978-3-031-19493-1_1
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