| 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 | 94 | 2021 |
| Generalized non-orthogonal joint diagonalization with LU decomposition and successive rotations XF Gong, XL Wang, QH Lin IEEE Transactions on Signal Processing 63 (5), 1322-1334, 2015 | 50 | 2015 |
| 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 | 18 | 2020 |
| 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 | 12 | 2021 |
| PARAFAC2-based coupled matrix and tensor factorizations C Schenker, X Wang, E Acar ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
| 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 | 5 | 2022 |
| A study on parallelization of successive rotation based joint diagonalization XL Wang, XF Gong, QH Lin 2014 19th International Conference on Digital Signal Processing, 807-811, 2014 | 5 | 2014 |
| Fast implementation of double-coupled nonnegative canonical polyadic decomposition X Wang, T Ristaniemi, F Cong ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 3 | 2019 |
| An efficient memory reserving-and-fading strategy for vector quantization based 3D brain segmentation and tumor extraction using an unsupervised deep learning network A De, X Wang, Q Zhang, J Wu, F Cong Cognitive Neurodynamics 18 (3), 1097-1118, 2024 | 2 | 2024 |
| 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 | 2 | 2021 |
| 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 | 2 | 2020 |
| Fast learnings of coupled nonnegative Tensor Decomposition using optimal gradient and low-rank approximation X Wang, J Liu, F Cong arXiv preprint arXiv:2302.05119, 2023 | 1 | 2023 |
| A Novel Combined Nomogram Model for Predicting the Pathological Complete Response to Neoadjuvant Chemotherapy in Invasive Breast Carcinoma of No Specific Type: Real-World Study X Zhu, J Shen, H Zhang, X Wang, H Zhang, J Yu, Q Zhang, D Song, L Guo, ... Frontiers in Oncology 12, 916526, 2022 | 1 | 2022 |
| Coupled nonnegative matrix/tensor factorization in brain imaging data X Wang JYU dissertations, 2020 | 1 | 2020 |
| Generalization of Linked Canonical Polyadic Tensor Decomposition for Group Analysis X Wang, C Zhang, T Ristaniemi, F Cong Advances in Neural Networks–ISNN 2019: 16th International Symposium on …, 2019 | 1 | 2019 |
| PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints C Schenker, X Wang, D Horner, MA Rasmussen, E Acar arXiv preprint arXiv:2406.12338, 2024 | | 2024 |
| Thalamic segmentation based on diffusion tensor imaging in patients with trigeminal neuralgia X Li, H Zhao, M Wang, L Li, X Wang, Z Ma, H Du, R Li Brain Research 1830, 148832, 2024 | | 2024 |
| FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning Y Cai, H Liu, X Wang, H Li, Z Wang, C Yang, F Cong arXiv preprint arXiv:2404.11890, 2024 | | 2024 |
| 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 |
Fengyu CongProfessor, Dalian University of Technology, China; Docent, University of Jyvaskyla, FinlandVerified email at dlut.edu.cn
