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Abolfazl Safikhani
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Year
Joint structural break detection and parameter estimation in high-dimensional nonstationary VAR models
A Safikhani, A Shojaie
Journal of the American Statistical Association 117 (537), 251-264, 2022
712022
Investigation on range anxiety and safety buffer of battery electric vehicle drivers
Q Yuan, W Hao, H Su, G Bing, X Gui, A Safikhani
Journal of Advanced Transportation 2018, 2018
662018
Spatio-temporal modeling of yellow taxi demands in New York City using generalized STAR models
A Safikhani, C Kamga, S Mudigonda, SS Faghih, B Moghimi
International Journal of Forecasting 36 (3), 1138-1148, 2020
472020
Cycle-length prediction in actuated traffic-signal control using ARIMA model
B Moghimi, A Safikhani, C Kamga, W Hao
Journal of Computing in Civil Engineering 32 (2), 04017083, 2018
332018
Predicting short-term uber demand in new york city using spatiotemporal modeling
SS Faghih, A Safikhani, B Moghimi, C Kamga
Journal of Computing in Civil Engineering 33 (3), 05019002, 2019
262019
Non-stationary spatio-temporal modeling of COVID-19 progression in the US
Y Bai, A Safikhani, G Michailidis
medRxiv, 2020.09. 14.20194548, 2020
222020
Multiple change points detection in low rank and sparse high dimensional vector autoregressive models
P Bai, A Safikhani, G Michailidis
IEEE Transactions on Signal Processing 68, 3074-3089, 2020
212020
PROMIS and legacy measures compared in a supportive care intervention for breast cancer patients and caregivers: Experience from a randomized trial
A Sikorskii, D Victorson, P O'Connor, V Hankin, A Safikhani, T Crane, ...
Psycho‐oncology 27 (9), 2265-2273, 2018
202018
Short-term prediction of signal cycle on an arterial with actuated-uncoordinated control using sparse time series models
B Moghimi, A Safikhani, C Kamga, W Hao, J Ma
IEEE Transactions on Intelligent Transportation Systems 20 (8), 2976-2985, 2018
162018
Inference on the change point under a high dimensional sparse mean shift
A Kaul, SB Fotopoulos, VK Jandhyala, A Safikhani
Electronic journal of statistics 15 (1), 71-134, 2021
142021
Taxi and mobility: Modeling taxi demand using ARMA and linear regression
S Faghih, A Shah, Z Wang, A Safikhani, C Kamga
Procedia Computer Science 177, 186-195, 2020
112020
Predicting short-term Uber demand using spatio-temporal modeling: A New York City Case Study
SS Faghih, A Safikhani, B Moghimi, C Kamga
arXiv preprint arXiv:1712.02001, 2017
102017
A unified framework for change point detection in high-dimensional linear models
Y Bai, A Safikhani
Statistica Sinica, 2022
82022
Machine learning application to spatio-temporal modeling of urban growth
Y Kim, A Safikhani, E Tepe
Computers, Environment and Urban Systems 94, 101801, 2022
82022
Structural break detection in high-dimensional non-stationary var models
A Safikhani, A Shojaie
arXiv preprint arXiv:1708.02736, 2017
82017
Saw palmetto for symptom management during radiation therapy for prostate cancer
GK Wyatt, A Sikorskii, A Safikhani, KT McVary, J Herman
Journal of Pain and Symptom Management 51 (6), 1046-1054, 2016
82016
Spatio-temporal modeling of parcel-level land-use changes using machine learning methods
E Tepe, A Safikhani
Sustainable Cities and Society 90, 104390, 2023
72023
Multiple change point detection in reduced rank high dimensional vector autoregressive models
P Bai, A Safikhani, G Michailidis
Journal of the American Statistical Association 118 (544), 2776-2792, 2023
62023
Fast and scalable algorithm for detection of structural breaks in big var models
A Safikhani, Y Bai, G Michailidis
Journal of Computational and Graphical Statistics 31 (1), 176-189, 2022
62022
Theoretical analysis of deep neural networks for temporally dependent observations
M Ma, A Safikhani
Advances in Neural Information Processing Systems 35, 37324-37334, 2022
52022
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Articles 1–20