Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Alexandre Reeberg de Mello"'
Publikováno v:
Information Sciences. 526:20-38
In this paper, we present an incremental variant of the Twin Support Vector Machine (TWSVM) called Fuzzy Bounded Twin Support Vector Machine (FBTWSVM) to deal with large datasets and to learn from data streams. We combine the TWSVM with a fuzzy membe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a36c9a9f00c1803ab2815ec27a700bd8
https://doi.org/10.1016/j.ins.2020.03.038
https://doi.org/10.1016/j.ins.2020.03.038
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0a80215ad52ea01f0c9d015e0f5b8efd
https://doi.org/10.2139/ssrn.4187593
https://doi.org/10.2139/ssrn.4187593
Publikováno v:
Pattern Recognition Letters. 116:43-49
We propose a method to pre-select support vector (SV) candidates for training support vector machines (SVM) with a large-scale dataset. The technique creates a support vector candidates set to feed the SVM training phase, where this set is built by r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ec194da10d882d20adeb26efc2565d9d
https://doi.org/10.1016/j.patrec.2018.09.001
https://doi.org/10.1016/j.patrec.2018.09.001