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Shohreh Deldari
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Year
Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding
S Deldari, DV Smith, H Xue, FD Salim
The Web Conference WWW2021, 2020
1072020
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data
S Deldari, D V. Smith, A Sadri, F D. Salim
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
402020
Cocoa: Cross modality contrastive learning for sensor data
S Deldari, H Xue, A Saeed, DV Smith, FD Salim
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
392022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
S Deldari, H Xue, A Saeed, J He, DV Smith, FD Salim
arXiv, 2022
302022
Inferring Work Routines and Behavior Deviations with Life-logging Sensor Data
S Deldari, J Liono, FD Salim, DV Smith
Task Intelligence Workshop (TI@WSDM), Proceedings of ACM International …, 2019
32019
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
J Liu, S Deldari, H Xue, V Nguyen, FD Salim
24th IEEE International Conference on Mobile Data Management (MDM), 2023
22023
Investigating the effects of mood & usage behaviour on notification response time
JS Heinisch, N Gao, C Anderson, S Deldari, K David, F Salim
arXiv preprint arXiv:2207.03405, 2022
22022
Latent Masking for Multimodal Self-supervised Learning in Health Timeseries
S Deldari, D Spathis, M Malekzadeh, F Kawsar, F Salim, A Mathur
arXiv preprint arXiv:2307.16847, 2023
12023
Toward Social Role-Based Interruptibility Management
C Anderson, JS Heinisch, S Deldari, F Salim, S Ohly, K David, V Pejović
IEEE Pervasive Computing 22 (1), 59-68, 2023
12023
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024
D Spathis, A Saeed, A Etemad, S Tonekaboni, S Laskaridis, S Deldari, ...
arXiv preprint arXiv:2403.10561, 2024
2024
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
S Deldari, D Spathis, M Malekzadeh, F Kawsar, FD Salim, A Mathur
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
2024
Learning from multimodal time-series data with minimal supervision
S Deldari
RMIT University, 2023
2023
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Articles 1–12