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Author

Yakubu Imrana

Observed name: Imrana Yakubu
ORCID: 0000-0002-9901-4909
Observed ORCID: 0000-0002-9901-4909
OpenAlex ID: A5000478201
A bidirectional LSTM deep learning approach for intrusion detection
2021 · Yakubu Imrana, Yanping Xiang, et al. · Expert Systems with Applications · 434
CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units
2024 · Yakubu Imrana, Yanping Xiang, et al. · Complex & Intelligent Systems · 84
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A Feature-Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes
2019 · Liaqat Ali, Shafqat Ullah Khan, et al. · Computational and Mathematical Methods in Medicine · 83
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A novel sample and feature dependent ensemble approach for Parkinson’s disease detection
2022 · Liaqat Ali, Chinmay Chakraborty, et al. · Neural Computing and Applications · 80
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Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
2022 · Ashir Javeed, Shafqat Ullah Khan, et al. · Computational and Mathematical Methods in Medicine · 72
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MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection
2021 · Liaqat Ali, Zhiquan He, et al. · Frontiers in Neuroscience · 53
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χ2-BidLSTM: A Feature Driven Intrusion Detection System Based on χ2 Statistical Model and Bidirectional LSTM
2022 · Yakubu Imrana, Yanping Xiang, et al. · Sensors · 31
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HCL-Classifier: CNN and LSTM based hybrid malware classifier for Internet of Things (IoT)
2022 · Muhammed Amin Abdullah, Yongbin Yu, et al. · Future Generation Computer Systems · 28
A Clinical Decision Support System (CDSS) for Unbiased Prediction of Caesarean Section Based on Features Extraction and Optimized Classification
2022 · Ashir Javeed, Liaqat Ali, et al. · Computational Intelligence and Neuroscience · 21
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ChiGa-Net: A genetically optimized neural network with refined deeply extracted features using χ 2 statistical score for trustworthy Parkinson’s disease detection
2025 · Liaqat Ali, Man-Fai Leung, et al. · Neurocomputing · 14
ResSAGELink: Residual GraphSAGE with Layer-wise Jumping Knowledge for Robust Drug Repurposing
2026 · Yakubu Imrana, Qiu-Ming Chen, et al. · Current Drug Targets
Role-based multi-robot warehouse coordination with reinforcement learning assisted task selection
2026 · Sulemana Nantogma, Yakubu Imrana, et al. · Scientific Reports
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SpikeFormer: A Spiking Transformer-Based Cancer Detection Model
2026 · Yakubu Imrana, Dan-Ni Liu, et al. · Current Genomics
Disparity Analysis Between the Assembly and Byte Malware Samples with Deep Autoencoders
2022 · Muhammed Amin Abdullah, Yongbin Yu, et al. · International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)
Works count: 14
Citation count: 896
H-index: 10
I10-index: 10
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