Vong CM - Search Results

1

Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification.

Du J, Zhou Y, Liu P, Vong CM, Wang T. Du J, et al. Among authors: vong cm. IEEE Trans Neural Netw Learn Syst. 2023 Jun;34(6):3234-3240. doi: 10.1109/TNNLS.2021.3110885. Epub 2023 Jun 1. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 34524963

2

Post-boosting of classification boundary for imbalanced data using geometric mean.

Du J, Vong CM, Pun CM, Wong PK, Ip WF. Du J, et al. Among authors: vong cm. Neural Netw. 2017 Dec;96:101-114. doi: 10.1016/j.neunet.2017.09.004. Epub 2017 Sep 14. Neural Netw. 2017. PMID: 28987974

3

Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning.

Vong CM, Du J, Wong CM, Cao JW. Vong CM, et al. IEEE Trans Neural Netw Learn Syst. 2018 Dec;29(12):6163-6177. doi: 10.1109/TNNLS.2018.2826553. Epub 2018 May 8. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29993897

4

Robust Online Multilabel Learning Under Dynamic Changes in Data Distribution With Labels.

Du J, Vong CM. Du J, et al. Among authors: vong cm. IEEE Trans Cybern. 2020 Jan;50(1):374-385. doi: 10.1109/TCYB.2018.2869476. Epub 2019 May 17. IEEE Trans Cybern. 2020. PMID: 31107670

5

Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification.

Du J, Vong CM, Chen CLP. Du J, et al. Among authors: vong cm. IEEE Trans Cybern. 2021 Mar;51(3):1586-1597. doi: 10.1109/TCYB.2020.2969705. Epub 2021 Feb 17. IEEE Trans Cybern. 2021. PMID: 32086231

6

Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data.

Vong CM, Du J. Vong CM, et al. Neural Netw. 2020 Aug;128:268-278. doi: 10.1016/j.neunet.2020.05.010. Epub 2020 May 19. Neural Netw. 2020. PMID: 32454371

7

Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System.

Du J, Liu P, Vong CM, Chen C, Wang T, Chen CLP. Du J, et al. Among authors: vong cm. IEEE Trans Neural Netw Learn Syst. 2024 Aug;35(8):11332-11345. doi: 10.1109/TNNLS.2023.3259016. Epub 2024 Aug 5. IEEE Trans Neural Netw Learn Syst. 2024. PMID: 37030863

8

A novel sequential structure for lightweight multi-scale feature learning under limited available images.

Liu P, Du J, Vong CM. Liu P, et al. Among authors: vong cm. Neural Netw. 2023 Jul;164:124-134. doi: 10.1016/j.neunet.2023.04.023. Epub 2023 Apr 26. Neural Netw. 2023. PMID: 37148608

9

An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation.

Du J, Zhang X, Liu P, Vong CM, Wang T. Du J, et al. Among authors: vong cm. IEEE Trans Neural Netw Learn Syst. 2024 Nov;35(11):15372-15386. doi: 10.1109/TNNLS.2023.3286484. Epub 2024 Oct 29. IEEE Trans Neural Netw Learn Syst. 2024. PMID: 37379193

10

Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation.

Huang J, Vong CM, Chen CLP, Zhou Y. Huang J, et al. Among authors: vong cm. IEEE Trans Neural Netw Learn Syst. 2023 Dec;34(12):10240-10253. doi: 10.1109/TNNLS.2022.3165299. Epub 2023 Nov 30. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35436203

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