Zobrazeno 1 - 10
of 44
pro vyhledávání: '"Hoai Minh, Le"'
Publikováno v:
Springer Handbook of Engineering Statistics ISBN: 9781447175025
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4e83474ed68014c30d7523b78a0e0735
https://doi.org/10.1007/978-1-4471-7503-2_34
https://doi.org/10.1007/978-1-4471-7503-2_34
Publikováno v:
In Pattern Recognition January 2014 47(1):388-401
Publikováno v:
Neural Networks
Neural Networks, Elsevier, 2020, 132, pp.220-231. ⟨10.1016/j.neunet.2020.08.024⟩
Neural Networks, Elsevier, 2020, 132, pp.220-231. ⟨10.1016/j.neunet.2020.08.024⟩
We consider the large sum of DC (Difference of Convex) functions minimization problem which appear in several different areas, especially in stochastic optimization and machine learning. Two DCA (DC Algorithm) based algorithms are proposed: stochasti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c44c1ee01a2cece1346c1a67f3ff4113
https://hal.univ-lorraine.fr/hal-03063833
https://hal.univ-lorraine.fr/hal-03063833
Publikováno v:
Intelligent Information and Database Systems ISBN: 9783030419639
ACIIDS (1)
Intelligent Information and Database Systems. Lecture Notes in Computer Science
12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020
Intelligent Information and Database Systems. Lecture Notes in Computer Science, 12033, pp.404-415, 2020, ⟨10.1007/978-3-030-41964-6_35⟩
ACIIDS (1)
Intelligent Information and Database Systems. Lecture Notes in Computer Science
12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020
Intelligent Information and Database Systems. Lecture Notes in Computer Science, 12033, pp.404-415, 2020, ⟨10.1007/978-3-030-41964-6_35⟩
Gaussian Mixture Models (GMM) is a model-based clustering approach which has been used in many applications thanks to its flexibility and effectiveness. However, in high dimension data, GMM based clustering lost its advantages due to over-parameteriz
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b5d318ea467c259ea81d1df1a2db8381
https://doi.org/10.1007/978-3-030-41964-6_35
https://doi.org/10.1007/978-3-030-41964-6_35
The proceedings consist of 34 papers which have been submitted to the 4th international conference on Modelling, Computation & Optimization in Information Systems and Management Science (MCO 2021) held on 11-13 December, 2021 at Hanoi, Vietnam. The b
Autor:
Hoai Minh Le, Vo Xuanthanh
Publikováno v:
Advanced Computational Methods for Knowledge Engineering ISBN: 9783030383633
ICCSAMA
ICCSAMA
In this work, we consider the Robust Principal Components Analysis, a popular method of dimensionality reduction. The corresponding optimization involves the minimization of \(l_0\)-norm which is known to be NP-hard. To deal with this problem, we rep
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e5f2cdaa31cfe703643c18af7491d376
https://doi.org/10.1007/978-3-030-38364-0_12
https://doi.org/10.1007/978-3-030-38364-0_12
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783030218027
WCGO
Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Advances in Intelligent Systems and Computing
6th World Congress on Global Optimization, WCGO 2019
Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Advances in Intelligent Systems and Computing, 991, pp.893-905, 2020, ⟨10.1007/978-3-030-21803-4_89⟩
WCGO
Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Advances in Intelligent Systems and Computing
6th World Congress on Global Optimization, WCGO 2019
Optimization of Complex Systems: Theory, Models, Algorithms and Applications. Advances in Intelligent Systems and Computing, 991, pp.893-905, 2020, ⟨10.1007/978-3-030-21803-4_89⟩
We develop an efficient approach for customer clustering of French transmission system operator (RTE) based on their electricity consumption. The ultimate goal of customer clustering is to automatically detect patterns for understanding the behaviors
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::62ff0cf59de0eae0cc56dbf54da8be11
https://doi.org/10.1007/978-3-030-21803-4_89
https://doi.org/10.1007/978-3-030-21803-4_89
This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algori
This proceedings book contains 37 papers selected from the submissions to the 6th International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2019), which was held on 19–20 December, 2019, in Hanoi, Vietnam. The book