Concepedia

Muhammad Umer

MU

Statistics

Publications

80

Citations

4.3K

H-Index

37

Active since

2011

Affiliations

Islamia University of Bahawalpur(Current)

Yeungnam University

Princess Nourah bint Abdulrahman University

Prince Sattam Bin Abdulaziz University

Khwaja Fareed University of Engineering and Information Technology

Muhammad Umer is an author at Islamia University of Bahawalpur specializing in machine learning, computing, and computer science.

Publications per year

2011–2025

80

Publications

80

Improving the Prediction of Heart Failure Patients’ Survival Using SMOTE and Effective Data Mining Techniques

Abid Ishaq, Saima Sadiq, Muhammad Umer et al. · IEEE Access · 2021 · 392 citations · Full text

Computing, Cardiology, Data Science +17

Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM)

Muhammad Umer, Zainab Imtiaz, Saleem Ullah et al. · IEEE Access · 2020 · 323 citations · Full text

Computing, Computer Science, Political Communication +13

Impact of convolutional neural network and FastText embedding on text classification

Muhammad Umer, Zainab Imtiaz, Muhammad Ahmad et al. · Multimedia Tools and Applications · 2022 · 162 citations · Full text

Computing, Computer Science, Machine Learning +16

Water Quality Prediction Using KNN Imputer and Multilayer Perceptron

Afaq Juna, Muhammad Umer, Saima Sadiq et al. · Water · 2022 · 143 citations · Full text

Computing, Computer Science, Water Resources Management +16

A two-stage intrusion detection system with auto-encoder and LSTMs

Earum Mushtaq, Aneela Zameer, Muhammad Umer et al. · Applied Soft Computing · 2022 · 131 citations

Computing, Computer Engineering, Computer Science +12

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