Fatema Siddika
Position
- PhD Student
Fatema Siddika is a Ph.D. student in the Department of Computer Science at Iowa State University. She works in the Laboratory for Software Analytics and Pervasive Parallelism Lab (SwAPP) under the supervision of Dr. Ali Jannesari . Fatema's research focuses on optimizing Foundation Models in Federated Learning, notably enhancing the knowledge distillation process for edge devices with limited computational resources.
Contact
Social Media and Websites
Area of Expertise
- Heterogennous Federated Learning
- Foundation Models
Education
- BSc., Computer Science and Engineering, Jagannath University, 2015
- MSc, Computer Science and Engineering, Jagannath University, 2017
Publications
- Transition from IPv4 to IPv6 in Bangladesh: The Competent and Enhanced Way to Follow
- Ensemble Method Based Architecture Using Random Forest Importance to Predict Employee's Turn Over
- Profitable Ranking of Stock Market Organizations Using Different Machine Learning Models
- A Web Based Four-Tier Architecture Using Reduced Feature Based Neural Network Approach for Prediction of Student Performance
- A Comparison of Some Soft Computing Methods on Imbalanced Data
- Hybrid Sampling and Random Forest Based Machine Learning Approach for Software Defect Prediction
- IPv6 Deployment Status in Bangladesh and Way Towards Migration