| A bidirectional LSTM deep learning approach for intrusion detection Y Imrana, Y Xiang, L Ali, Z Abdul-Rauf Expert Systems with Applications 185, 115524, 2021 | 226 | 2021 |
| A Feature‐Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes L Ali, SU Khan, NA Golilarz, I Yakubu, I Qasim, A Noor, R Nour Computational and Mathematical Methods in Medicine 2019 (1), 6314328, 2019 | 100 | 2019 |
| MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection L Ali, Z He, W Cao, HT Rauf, Y Imrana, MB Bin Heyat Frontiers in Neuroscience 15, 754058, 2021 | 43 | 2021 |
| A novel sample and feature dependent ensemble approach for Parkinson’s disease detection L Ali, C Chakraborty, Z He, W Cao, Y Imrana, JJPC Rodrigues Neural Computing and Applications 35 (22), 15997-16010, 2023 | 28 | 2023 |
| χ2-BidLSTM: A Feature Driven Intrusion Detection System Based on χ2 Statistical Model and Bidirectional LSTM Y Imrana, Y Xiang, L Ali, Z Abdul-Rauf, YC Hu, S Kadry, S Lim Sensors 22 (5), 2018, 2022 | 24 | 2022 |
| HCL-Classifier: CNN and LSTM based hybrid malware classifier for Internet of Things (IoT) MA Abdullah, Y Yu, K Adu, Y Imrana, X Wang, J Cai Future Generation Computer Systems 142, 41-58, 2023 | 10 | 2023 |
| Machine Learning Based Parkinson’s Disease Diagnosis using Hand Writing Related Variables A Rahman, S Ali, A Iqbal, SU Khan, A Khan, Y Imrana, A Ali vol 13, 143-148, 2021 | 2 | 2021 |
| CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units Y Imrana, Y Xiang, L Ali, A Noor, K Sarpong, MA Abdullah Complex & Intelligent Systems, 1-18, 2024 | 1 | 2024 |
| Disparity Analysis Between the Assembly and Byte Malware Samples with Deep Autoencoders MA Abdullah, Y Yu, J Cai, Y Imrana, NO Tettey, D Addo, K Sarpong, ... 2022 19th International Computer Conference on Wavelet Active Media …, 2022 | | 2022 |
Liaqat AliAssistant Professor, Postdoc, University of Barcelona在 ub.edu 的电子邮件经过验证
