Mahsa Salehi - Publications, H-index & Citations

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Mahsa Salehi

Monash University

15H-index

87Paper Count

1.5KCitation Count

Published Papers 7

Publication Date

DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-08-01

OAAI

Zahra Zamanzadeh Darban; Yiyuan Yang; Geoffrey I. Webb; Charu C. Aggarwal; Qingsong Wen; Shirui Pan; Mahsa Salehi

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Proximity forest 2.0: a new effective and scalable similarity-based classifier for time series

DATA MINING AND KNOWLEDGE DISCOVERY

IF4.3

2025-02-14

OAAI

Tan, Chang Wei; Herrmann, Matthieu; Salehi, Mahsa; Webb, Geoffrey I.

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

PATTERN RECOGNITION

IF7.6

2025-01-01

OAAI

Darban, Zahra Zamanzadeh; Webb, Geoffrey I.; Pan, Shirui; Aggarwal, Charu C.; Salehi, Mahsa

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Deep Learning for Time Series Anomaly Detection: A Survey

ACM COMPUTING SURVEYS

IF28

2024-10-07

OAAI

Darban, Zahra zamanzadeh; Webb, Geoffrey i.; Pan, Shirui; Aggarwal, Charu; Salehi, Mahsa

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Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

ACM COMPUTING SURVEYS

IF28

2024-04-25

OAAI

Foumani, Navid Mohammadi; Miller, Lynn; Tan, Chang Wei; Webb, Geoffrey I.; Forestier, Germain; Salehi, Mahsa

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Information resources estimation for accurate distribution-based concept drift detection

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2022-05-01

PREAI

Tan, Chang How; Lee, Vincent C. S.; Salehi, Mahsa

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A study on the vertical distribution of dust transported from the Tigris-Euphrates basin to the Northwest Iran Plateau based on CALIOP/CALIPSO data

ATMOSPHERIC POLLUTION RESEARCH

IF3.5

2021-12-01

OAAI

Salehi, M.; Masoumi, A.; Moradhaseli, R.

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Research Directions