Publications

Mahsa Ashouri, Nicholas C. Henderson (2024). Generalized Bayesian additive regression trees for restricted mean survival time inference.

Mahsa Ashouri, Frederick Kin Hing Phoa, Marzia A. Cremona (2023). Analyzing Taiwanese traffic patterns on consecutive holidays through forecast reconciliation and prediction-based anomaly detection techniques.

Mahsa Ashouri, Frederick Kin Hing Phoa, Chun-Houh Chen, Galit Shmueli (2023). An interactive clustering-based visualization tool for air quality data analysis. Aerosol and Air Quality Research.

Mahsa Ashouri, Frederick Kin Hing Phoa (2022). Interactive tool for clustering and forecasting patterns of Taiwan COVID-19 spread. PLOS ONE.

Mahsa Ashouri, Rob J Hyndman, Galit Shmueli (2022). Fast forecast reconciliation using linear models. In Journal of Computational and Graphical Statistics.

Hohyun Jung, Frederick Kin Hing Phoa, Mahsa Ashouri (2022). A leading author model for the popularity effect on scientific collaboration. Complex Networks.

Ta-Chun Kuan, Sz-Wei Wu, Cheng-Che Liao, Mahsa Ashouri, Galit Shmueli, Lin Che (2019). Forecasting daily accommodation occupancy for supply preparation by a sharing economy platform. IEEE 5th International Conference on Big Data Intelligence and Computing.

Mahsa Ashouri, Galit Shmueli, Chor-Yiu Sin (2019). Tree-based methods for clustering time series using domain-relevant attributes. Journal of Business Analytics.

Te-Cheng Hsu, Jia-Siang Chen, Wei-Zhu Chen, Yu-Hsuan Chien, Sz-Wei Wu, Mahsa Ashouri, Che Lin, Galit Shmueli (2018). A deep learning approach to bank direct marketing. Proceedings of INFORMS International Conference.

Mahsa Ashouri, Kate Cai, Furen Lin, Galit Shmueli (2018). Assessing the value of an information system for developing predictive analytics: the case of forecasting school-level demand in Taiwan. Service Science.