| IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset Y Yin, J Jang-Jaccard, W Xu, A Singh, J Zhu, F Sabrina, J Kwak Journal of Big Data 10 (1), 15, 2023 | 210 | 2023 |
| A few-shot meta-learning based siamese neural network using entropy features for ransomware classification J Zhu, J Jang-Jaccard, A Singh, I Welch, ALS Harith, S Camtepe Computers & Security 117, 102691, 2022 | 84 | 2022 |
| Multi-loss siamese neural network with batch normalization layer for malware detection J Zhu, J Jang-Jaccard, PA Watters IEEE access 8, 171542-171550, 2020 | 36 | 2020 |
| Top distance regularized projection and dictionary learning for person re-identification H Li, J Xu, J Zhu, D Tao, Z Yu Information Sciences 502, 472-491, 2019 | 30 | 2019 |
| Joint spectral clustering based on optimal graph and feature selection J Zhu, J Jang-Jaccard, T Liu, J Zhou Neural Processing Letters 53, 257-273, 2021 | 22 | 2021 |
| Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware J Zhu, J Jang-Jaccard, A Singh, PA Watters, S Camtepe Future Internet 15 (6), 214, 2023 | 21 | 2023 |
| Asymmetric projection and dictionary learning with listwise and identity consistency constraints for person re-identification H Li, J Zhu, D Tao IEEE Access 6, 37977-37990, 2018 | 13 | 2018 |
| Igrf-rfe: a hybrid feature selection method for mlp-based network intrusion detection on unsw-nb15 dataset. J Big Data 10 (1): 1–26 Y Yin, J Jang-Jaccard, W Xu, A Singh, J Zhu, F Sabrina, J Kwak | 11 | 2023 |
| Initialization-similarity clustering algorithm T Liu, J Zhu, J Zhou, YX Zhu, X Zhu Multimedia Tools and Applications 78, 33279-33296, 2019 | 10 | 2019 |
| Single image super-resolution reconstruction with preservation of structure and texture details Y Zhang, Y Huang, K Wang, G Qi, J Zhu Mathematics 11 (1), 216, 2023 | 9 | 2023 |
| Weighted adjacent matrix for K-means clustering J Zhou, T Liu, J Zhu Multimedia Tools and Applications 78 (23), 33415-33434, 2019 | 5 | 2019 |
| Relation-aware based siamese denoising autoencoder for malware few-shot classification J Zhu, J Jang-Jaccard, I Welch, H AI-Sahaf, S Camtepe, A Dunmore, ... arXiv preprint arXiv:2411.14029, 2024 | 1 | 2024 |
| A ransomware triage approach using a task memory based on meta-transfer learning framework J Zhu, J Jang-Jaccard, I Welch, H Al-Sahaf, S Camtepe CoRR, 2022 | 1 | 2022 |
| Malware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework J Zhu, J Jang-Jaccard, I Welch, H Al-Sahaf, S Camtepe arXiv preprint arXiv:2207.10242, 2022 | | 2022 |