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Wenya Liu
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Year
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG
X Wang, X Wang, W Liu, Z Chang, T Kärkkäinen, F Cong
Neurocomputing 459, 212-222, 2021
652021
An efficient elastic net with regression coefficients method for variable selection of spectrum data
W Liu, Q Li
PloS one 12 (2), e0171122, 2017
632017
Functional connectivity of major depression disorder using ongoing EEG during music perception
W Liu, C Zhang, X Wang, J Xu, Y Chang, T Ristaniemi, F Cong
Clinical Neurophysiology 131 (10), 2413-2422, 2020
572020
Network entropy for the sequence analysis of functional connectivity graphs of the brain
C Zhang, F Cong, T Kujala, W Liu, J Liu, T Parviainen, T Ristaniemi
Entropy 20 (5), 311, 2018
222018
Group analysis of ongoing EEG data based on fast double-coupled nonnegative tensor decomposition
X Wang, W Liu, P Toiviainen, T Ristaniemi, F Cong
Journal of neuroscience methods 330, 108502, 2020
182020
Adaptive soft sensor based on a moving window just-in-time learning LS-SVM for distillation processes
Q Li, L Xing, W Liu, W Ba
IFAC-PapersOnLine 48 (28), 51-56, 2015
152015
Identifying oscillatory hyperconnectivity and hypoconnectivity networks in major depression using coupled tensor decomposition
W Liu, X Wang, J Xu, Y Chang, T Hämäläinen, F Cong
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1895-1904, 2021
112021
Exploring oscillatory dysconnectivity networks in major depression during resting state using coupled tensor decomposition
W Liu, X Wang, T Hämäläinen, F Cong
IEEE Transactions on Biomedical Engineering 69 (8), 2691-2700, 2022
42022
Soft sensor modelling based on mutual information variable selection and partial least squares
Q Li, X Du, W Liu, W Ba
2017 Chinese Automation Congress (CAC), 3649-3654, 2017
22017
SOFT SENSOR FOR DISTILLATION PROCESS BASED ON THE DYNAMIC MOVING WINDOW LEAST SQUARES SUPPORT VECTOR MACHINE ALGORITHM
Q Li, W Liu, M Li, W Ba
International Journal of Innovative Computing, Information and Control 12 (6 …, 2016
22016
Shared and Unshared Feature Extraction in Major Depression During Music Listening Using Constrained Tensor Factorization
X Wang, W Liu, X Wang, Z Mu, J Xu, Y Chang, Q Zhang, J Wu, F Cong
Frontiers in Human Neuroscience 15, 799288, 2021
12021
Identifying task-based dynamic functional connectivity using tensor decomposition
W Liu, X Wang, T Ristaniemi, F Cong
International Conference on Neural Information Processing, 361-369, 2020
12020
Alpha Band Dysconnectivity Networks in Major Depression during Resting State
W Liu, X Wang, F Cong, T Hämäläinen
2021 29th European Signal Processing Conference (EUSIPCO), 1155-1158, 2021
2021
Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data
X Wang, W Liu, F Cong, T Ristaniemi
2020 28th European Signal Processing Conference (EUSIPCO), 2125-2129, 2021
2021
Dysconnectivity of oscillatory networks in major depression disorder
W Liu
JYU dissertations, 2021
2021
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Articles 1–15