Liaqat Ali

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

An Automated Diagnostic System for Heart Disease Prediction Based on ${\chi^{2}}$ Statistical Model and Optimally Configured Deep Neural Network

Liaqat Ali, Atiqur Rahman, Mingyi Zhou et al. · IEEE Access · 2019 · 285 citations · Full text

Search Optimization, Artificial Intelligence, Engineering +26

An Optimized Stacked Support Vector Machines Based Expert System for the Effective Prediction of Heart Failure

Liaqat Ali, Awais Niamat, Javed Ali Khan et al. · IEEE Access · 2019 · 277 citations · Full text

Search Optimization, Artificial Intelligence, Heart Failure +25

Automated Detection of Parkinson’s Disease Based on Multiple Types of Sustained Phonations Using Linear Discriminant Analysis and Genetically Optimized Neural Network

Liaqat Ali, Ce Zhu, Zhonghao Zhang et al. · IEEE Journal of Translational Engineering in Health and Medicine · 2019 · 197 citations · Full text

Recent Advancements in Fruit Detection and Classification Using Deep Learning Techniques

Chiagoziem C. Ukwuoma, Qin Zhi-guang, Md Belal Bin Heyat et al. · Mathematical Problems in Engineering · 2022 · 166 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19