Erfani, Sarah M.

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

Erfani, S. M., Rajasegarar, S., Karunasekera, S., & Leckie, C. (2016) · Pattern Recognition

Anomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning

Cited by 1,162

Towards quantum enhanced adversarial robustness in machine learning

West, M. T., Tsang, S.-L., Low, J. S., Hill, C. D., Leckie, C., Hollenberg, L. C. L., Erfani, S. M., & Usman, M. (2023) · Nature Machine Intelligence

Quantum Computing Algorithms and ArchitectureAdversarial Robustness in Machine Learning

Cited by 79

Detecting Beneficial Feature Interactions for Recommender Systems

Su, Y., Zhang, R., Erfani, S., & Xu, Z. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 76

Continuous Evaluation of Video Lectures from Real-Time Difficulty Self-Report

Srivastava, N., Velloso, E., Lodge, J. M., Erfani, S., & Bailey, J. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Visual and Cognitive Learning ProcessesEvaluation of Teaching Practices

Cited by 24