Yakubu Imrana

A bidirectional LSTM deep learning approach for intrusion detection

Yakubu Imrana, Yanping Xiang, Liaqat Ali et al. · Expert Systems with Applications · 2021 · 372 citations

Engineering, Machine Learning, Data Science +6

A Feature-Driven Decision Support System for Heart Failure Prediction Based on <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M1"><mml:mrow><mml:msup><mml:mrow><mml:mi>χ</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math> Statistical Model and Gaussian Naive Bayes

Liaqat Ali, Shafqat Ullah Khan, Noorbakhsh Amiri Golilarz et al. · Computational and Mathematical Methods in Medicine · 2019 · 82 citations · Full text

Heart Failure, Intelligent Diagnostics, Diagnosis +22

A novel sample and feature dependent ensemble approach for Parkinson’s disease detection

Liaqat Ali, Chinmay Chakraborty, Zhiquan He et al. · Neural Computing and Applications · 2022 · 65 citations · Full text

Engineering, Machine Learning, Novel Sample +26

CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units

Yakubu Imrana, Yanping Xiang, Liaqat Ali et al. · Complex & Intelligent Systems · 2024 · 54 citations · Full text

MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

Liaqat Ali, Zhiquan He, Wenming Cao et al. · Frontiers in Neuroscience · 2021 · 50 citations · Full text

Data Modalities, Engineering, Machine Learning +26