Farzana Anowar

According to our database, Farzana Anowar authored at least 15 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case.

Farzana Anowar, Samira Sadaoui, Hardik Dalal

SN Comput. Sci., 2023

A Survey on Dimensionality Reduction Techniques for Time-Series Data.

Mohsena Ashraf, Farzana Anowar, Jahanggir Hossain Setu, Atiqul Islam Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun

IEEE Access, 2023

2022

Adaptive Learning for Service Monitoring Data.

Farzana Anowar, Samira Sadaoui, Hardik Dalal

CoRR, 2022

Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset.

Farzana Anowar, Samira Sadaoui, Hardik Dalal

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series.

Farzana Anowar, Samira Sadaoui, Hardik Dalal

Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021

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

Comput. Sci. Rev., 2021

Generating Cyber Threat Intelligence to Discover Potential Security Threats Using Classification and Topic Modeling.

Md. Imran Hossen, Ashraful Islam, Farzana Anowar, Eshtiak Ahmed, Mohammad Masudur Rahman

CoRR, 2021

Incremental learning framework for real-world fraud detection environment.

Farzana Anowar, Samira Sadaoui

Comput. Intell., 2021

Incremental Learning with Self-labeling of Incoming High-dimensional Data.

Farzana Anowar, Samira Sadaoui

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020

Detection of Auction Fraud in Commercial Sites.

Farzana Anowar, Samira Sadaoui

J. Theor. Appl. Electron. Commer. Res., 2020

Incremental Neural-Network Learning for Big Fraud Data.

Farzana Anowar, Samira Sadaoui

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Chunk-Based Incremental Classification of Fraud Data.

Farzana Anowar, Samira Sadaoui

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data.

Farzana Anowar, Samira Sadaoui

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Auction Fraud Classification Based on Clustering and Sampling Techniques.

Farzana Anowar, Samira Sadaoui, Malek Mouhoub

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2016

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

Kashfia Sailunaz, Musaed A. Alhussein, Mohammad Shahiduzzaman, Farzana Anowar, Khondaker Abdullah Al Mamun

Comput. Electr. Eng., 2016