Farzana Anowar

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)

Farzana Anowar, Samira Sadaoui, Bassant Selim · Computer Science Review · 2021 · 770 citations

Empirical Comparison, Engineering, Data Science +10

CMED: Cloud based medical system framework for rural health monitoring in developing countries

Kashfia Sailunaz, Musaed Alhussein, Md. Shahiduzzaman et al. · Computers & Electrical Engineering · 2016 · 42 citations

Connected Health, Remote Patient Monitoring, Rural Health Monitoring +11

A Survey on Dimensionality Reduction Techniques for Time-Series Data

Mohsena Ashraf, Farzana Anowar, Jahanggir Hossain Setu et al. · IEEE Access · 2023 · 39 citations · Full text

Modern Times, Engineering, Machine Learning +16

Incremental learning framework for real‐world fraud detection environment

Farzana Anowar, Samira Sadaoui · Computational Intelligence · 2021 · 28 citations

Fraud Detection, Artificial Intelligence, Incremental Learning +18

Detection of Auction Fraud in Commercial Sites

Farzana Anowar, Samira Sadaoui · Journal of theoretical and applied electronic commerce research · 2019 · 23 citations · Full text

Fraud Detection, Electronic Auction, Engineering +22