Zobrazeno 1 - 10
of 107
pro vyhledávání: '"Daqi, Gao"'
Publikováno v:
In Neural Networks September 2016 81:59-71
Publikováno v:
Sensors, Vol 20, Iss 9, p 2514 (2020)
This paper deals with the classification of stenches, which can stimulate olfactory organs to discomfort people and pollute the environment. In China, the triangle odor bag method, which only depends on the state of the panelist, is widely used in de
Externí odkaz:
https://doaj.org/article/ceebf0ee293a4d3fa75194828ef06b79
Publikováno v:
In Pattern Recognition February 2014 47(2):789-805
Publikováno v:
Information Sciences. 548:328-343
In recent years, studies on speech signals have increasingly paid attention to emotional information. The most challenging aspect in speech emotion recognition (SER) is choosing the optimal speech feature representation. According to the statistical
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5d42a3f892f493dc659fb67c20e8880d
https://doi.org/10.1016/j.ins.2020.09.047
https://doi.org/10.1016/j.ins.2020.09.047
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. 29:2581-2594
Existing learning models for classification of imbalanced data sets can be grouped as either boundary-based or nonboundary-based depending on whether a decision hyperplane is used in the learning process. The focus of this paper is a new approach tha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a1e9a99ff42ffbfffa7ef10cfef3cbf
https://doi.org/10.1109/tnnls.2017.2676239
https://doi.org/10.1109/tnnls.2017.2676239
Publikováno v:
Neural Computing and Applications. 32:6601-6609
Mu rhythm is a spontaneous neural response occurring during a motor imagery (MI) task and has been increasingly applied to the design of brain–computer interface (BCI). Accurate classification of MI is usually rather difficult to be achieved since
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::823fbb6a9e37931fd685f5a0bbf18f6b
https://doi.org/10.1007/s00521-018-3735-3
https://doi.org/10.1007/s00521-018-3735-3
Publikováno v:
Neural Processing Letters. 49:1485-1509
Multiple Empirical Kernel Learning (MEKL) explicitly maps the samples to empirical feature spaces, in which the feature vectors of the mapped samples are explicitly presented. Thus with the explicit representation of the samples, almost all algorithm
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1eee94956a7107049c0b0d5a7ce56105
https://doi.org/10.1007/s11063-018-9881-x
https://doi.org/10.1007/s11063-018-9881-x
Publikováno v:
Knowledge-Based Systems. 150:57-73
Fisher Linear Discriminant (FLD) has been widely applied to classification tasks due to its simple structure, analytical optimization, and useful criterion. However, when dealing with imbalanced datasets, even though the weight vector of FLD could be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::85f57cde689c7c4509005408939217f3
https://doi.org/10.1016/j.knosys.2018.02.035
https://doi.org/10.1016/j.knosys.2018.02.035
Publikováno v:
In Sensors & Actuators: B. Chemical 2007 120(2):584-594
Publikováno v:
In Pattern Recognition 2007 40(8):2226-2236