Mahsa Salehi

Improving position encoding of transformers for multivariate time series classification

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb et al. · Data Mining and Knowledge Discovery · 2023 · 205 citations · Full text

Computing, Data Science, Feature Engineering +11

Fast Memory Efficient Local Outlier Detection in Data Streams

Mahsa Salehi, Christopher Leckie, James C. Bezdek et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 157 citations

Computing, Computer Science, Data Mining +16

CARLA: Self-supervised contrastive representation learning for time series anomaly detection

Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al. · Pattern Recognition · 2024 · 107 citations · Full text

Computing, Computer Science, Computer Vision +14

A Survey on Anomaly detection in Evolving Data

Mahsa Salehi, Lida Rashidi · ACM SIGKDD Explorations Newsletter · 2018 · 88 citations

Computing, Computer Science, Data Mining +13

Deep Learning for Time Series Anomaly Detection: A Survey

Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al. · arXiv (Cornell University) · 2022 · 74 citations · Full text

Computing, Computer Science, Data Mining +15