Farzana Anowar

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Neighborhood Preserving

Dimensionality Reduction

Incremental Learning

Top Venues

Canadian Conference on AI

Comput. Sci. Rev.

Publications

Farzana Anowar, Samira Sadaoui, Hardik Dalal
Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case. SN Comput. Sci. 4 (1) (2023)
Mohsena Ashraf, Farzana Anowar, Jahanggir Hossain Setu, Atiqul Islam Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun
A Survey on Dimensionality Reduction Techniques for Time-Series Data. IEEE Access 11 (2023)
Farzana Anowar, Samira Sadaoui, Hardik Dalal
Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset. ICAART (2) (2022)
Farzana Anowar, Samira Sadaoui, Hardik Dalal
Adaptive Learning for Service Monitoring Data. CoRR (2022)
Farzana Anowar, Samira Sadaoui, Hardik Dalal
An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series. DeLTA (2022)
Farzana Anowar, Samira Sadaoui
Incremental learning framework for real-world fraud detection environment. Comput. Intell. 37 (1) (2021)
Farzana Anowar, Samira Sadaoui, Bassant Selim
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE). Comput. Sci. Rev. 40 (2021)
Farzana Anowar, Samira Sadaoui
Incremental Learning with Self-labeling of Incoming High-dimensional Data. Canadian Conference on AI (2021)
Md Imran Hossen, Ashraful Islam, Farzana Anowar, Eshtiak Ahmed, Mohammad Masudur Rahman
Generating Cyber Threat Intelligence to Discover Potential Security Threats Using Classification and Topic Modeling. CoRR (2021)
Farzana Anowar, Samira Sadaoui
Chunk-Based Incremental Classification of Fraud Data. FLAIRS Conference (2020)
Farzana Anowar, Samira Sadaoui
Incremental Neural-Network Learning for Big Fraud Data. SMC (2020)
Farzana Anowar, Samira Sadaoui
Detection of Auction Fraud in Commercial Sites. J. Theor. Appl. Electron. Commer. Res. 15 (1) (2020)
Farzana Anowar, Samira Sadaoui
Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data. Canadian Conference on AI (2019)
Farzana Anowar, Samira Sadaoui, Malek Mouhoub
Auction Fraud Classification Based on Clustering and Sampling Techniques. ICMLA (2018)
Kashfia Sailunaz, Musaed A. Alhussein, Mohammad Shahiduzzaman, Farzana Anowar, Khondaker Abdullah Al Mamun
CMED: Cloud based medical system framework for rural health monitoring in developing countries. Comput. Electr. Eng. 53 (2016)