Selina Sharmin

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin et al. · Journal Of Big Data · 2024 · 238 citations · Full text

Computing, Computer Science, Cybersecurity +15

DeepCrop: Deep learning-based crop disease prediction with web application

Md. Manowarul Islam, Md. Adil, Md. Alamin Talukder et al. · Journal of Agriculture and Food Research · 2023 · 156 citations · Full text

Agriculture, Crop Sciences, Plant Pathology +13

A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection

Selina Sharmin, Tanvir Ahammad, Md. Alamin Talukder et al. · IEEE Access · 2023 · 146 citations · Full text

Computing, Computer Science, Oncology +16

Cyberbullying Detection on Social Networks Using Machine Learning Approaches

Md. Manowarul Islam, Md. Ashraf Uddin, Linta Islam et al. · 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) · 2020 · 116 citations · Full text

Social Sciences, Communication, Computer Science +17

MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs

Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin et al. · International Journal of Information Security · 2024 · 100 citations · Full text

Computing, Computer Science, Computer Systems +15