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Correntropy based filtering for supernova detection

2016 International Joint Conference on Neural Networks (IJCNN), 2016
The recent surge of huge astronomical telescopes opens new possibilities for astrophysical studies, with corresponding challenges regarding massive data analysis. Taking advantage of these new technologies, the High Cadence Transient Survey (HiTS) has developed a pipeline to detect transient astronomical phenomena, such as supernovae, by analyzing ...
Pablo Huentelemu   +2 more
openaire   +1 more source

Mixture Complex Correntropy for Adaptive Filter

IEEE Transactions on Circuits and Systems II: Express Briefs, 2019
With the development of adaptive filtering theory and its application, the research on complex domain has attracted more attention. As a measure of local similarity, complex correntropy has been applied to adaptive filtering in the complex domain. The choice of kernel function plays a very important role in the performance of corresponding algorithms ...
Guobing Qian, Xiaohan Ning, Shiyuan Wang
openaire   +1 more source

Correntropy based self-organizing map

2016 International Conference on Machine Learning and Cybernetics (ICMLC), 2016
Self-organizing map (SOM) is regarded as a type of feedfoward neural network. It has been successfully used for unsupervised learning. However, the objective function of the traditional SOM relies on the mean squared error (MSE) criterion, which makes the performance of SOM become poor in the presence of noise.
Qing-Zhen Shang, Hong-Jie Xing
openaire   +1 more source

Maximum Correntropy Quaternion Kalman Filter

IEEE Transactions on Signal Processing, 2023
Dongyuan Lin   +3 more
openaire   +1 more source

Cauchy kernel-based maximum correntropy Kalman filter

International Journal of Systems Science, 2020
Zhangming He, Jiongqi Wang, Dayi Wang
exaly  

Maximum Correntropy Two-Filter Smoothing

2023 26th International Conference on Information Fusion (FUSION), 2023
Yanbo Yang 0001   +4 more
openaire   +1 more source

Complex correntropy function: Properties, and application to a channel equalization problem

Expert Systems With Applications, 2018
Aluisio Fontes   +2 more
exaly  

Correntropy as a novel measure for nonlinearity tests

Signal Processing, 2009
Aysegul Gunduz, JOSÉ Principe
exaly  

Robust rigid registration algorithm based on pointwise correspondence and correntropy

Pattern Recognition Letters, 2020
Xuetao Zhang, Yue Gao, Shaoyi Du
exaly  

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