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Nahid Ferdous Aurna | Researchclopedia

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Nahid Ferdous Aurna

Nara Institute of Science and Technology ORCID

10

Works

332

Citations

6

h-index

6

i10-index

Research Topics

Advanced Neural Network Applications Network Security and Intrusion Detection Smart Grid Security and Resilience

Affiliations

Nara Institute of Science and Technology2023–2025

Bangladesh University of Professionals2021–2022

Top Works

A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models

Nahid Ferdous Aurna,Mohammad Abu Yousuf,et al.

2022183 citations

Energy Load and Power Forecasting

Imbalanced Data Classification Techniques

Machine learning and internet of things in industry 4.0: A review

Md. Sazzadur Rahman,Tapotosh Ghosh,et al.

202377 citations

Federated Learning-Based Credit Card Fraud Detection: Performance Analysis with Sampling Methods and Deep Learning Algorithms

Nahid Ferdous Aurna,Md Delwar Hossain,et al.

202325 citations

Multi-Classification of Brain Tumors via Feature Level Ensemble of Convolutional Neural Networks

Nahid Ferdous Aurna,Mohammad Abu Yousuf,et al.

202118 citations

Time series analysis of electric energy consumption using autoregressive integrated moving average model and Holt Winters model

Nahid Ferdous Aurna,Md. Tanjil Mostafa Rubel,et al.

202114 citations

FedFusion: Adaptive Model Fusion for Addressing Feature Discrepancies in Federated Credit Card Fraud Detection

Nahid Ferdous Aurna,Md Delwar Hossain,et al.

202412 citations

Predicting Periodic Energy Saving Pattern of Continuous IoT Based Transmission Data Using Machine Learning Model

Nahid Ferdous Aurna,Faria Shahjahan Anika,et al.

20213 citations

Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity

Nahid Ferdous Aurna,Md Delwar Hossain,et al.

20240 citations

A Feedback-Driven Federated Zero-Shot Learning Framework for Adaptive Detection of Evolving Banking Malware

Nahid Ferdous Aurna,Yuzo Taenaka,et al.

20250 citations