Yakubu Imrana

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Liaqat AliAssistant Professor, Postdoc, University of BarcelonaVerified email at ustb.edu.pk
Adeeb NoorProfessor of Medical IT, King Abdulaziz UniversityVerified email at kau.edu.sa
Wenming Caoshenzhen universityVerified email at szu.edu.cn
Redhwan NourAssistant Professor, Taibah UniversityVerified email at taibahu.edu.sa
Qasim IqbalAssociate Professor of Computer Science, University of Science and Technology, Bannu, PakistanVerified email at ustb.edu.pk
Noorbakhsh Amiri GolilarzAssistant Research Professor at Mississippi State UniversityVerified email at cse.msstate.edu
Md Belal Bin HeyatWestlake University, Hangzhou, Zhejiang, ChinaVerified email at westlake.edu.cn
Hafiz Tayyab RaufThe University of ManchesterVerified email at manchester.ac.uk
Dr. Sardar AliProfessor of EEE AT NALLA MALLA REDDY ENGINEERING COLLEGE JNT University HyderabadVerified email at nmrec.edu.in

Yakubu Imrana

University of Electronic Science and Technology of China

Verified email at uestc.edu.cn

Machine Learning Decision Making Data Science Intrusion Detection Biomedical Informatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	200	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, 2019	99	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	39	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	26	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	23	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	9	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		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

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