Abolfazl Safikhani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Linear Regression

Top Venues

J. Comput. Civ. Eng.

IEEE J. Sel. Top. Signal Process.

Publications

Tianshu Feng, Rohan Gnanaolivu, Abolfazl Safikhani, Yuanhang Liu, Jun Jiang, Nicholas Chia, Alexander Partin, Priyanka Vasanthakumari, Yitan Zhu, Chen Wang
Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses. CoRR (2024)
Hang Yin, Abolfazl Safikhani, George Michailidis
A General Modeling Framework for Network Autoregressive Processes. Technometrics 65 (4) (2023)
Peiliang Bai, Abolfazl Safikhani, George Michailidis
A Fast Detection Method of Break Points in Effective Connectivity Networks. IEEE Trans. Medical Imaging 41 (5) (2022)
Yue Bai, Abolfazl Safikhani, George Michailidis
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Mingliang Ma, Abolfazl Safikhani
Theoretical analysis of deep neural networks for temporally dependent observations. CoRR (2022)
Yuna Kim, Abolfazl Safikhani, Emre Tepe
Machine learning application to spatio-temporal modeling of urban growth. Comput. Environ. Urban Syst. 94 (2022)
Mingliang Ma, Abolfazl Safikhani
Theoretical analysis of deep neural networks for temporally dependent observations. NeurIPS (2022)
Abolfazl Safikhani, Yue Bai, George Michailidis
Fast and Scalable Algorithm for Detection of Structural Breaks in Big VAR Models. J. Comput. Graph. Stat. 31 (1) (2022)
Peiliang Bai, Abolfazl Safikhani, George Michailidis
Multiple Change Points Detection in Low Rank and Sparse High Dimensional Vector Autoregressive Models. IEEE Trans. Signal Process. 68 (2020)
Sabiheh Faghih, Arpita Shah, Zehan Wang, Abolfazl Safikhani, Camille Kamga
Taxi and Mobility: Modeling Taxi Demand Using ARMA and Linear Regression. EUSPN/ICTH (2020)
Bahman Moghimi, Abolfazl Safikhani, Camille Kamga, Wei Hao, Jiaqi Ma
Short-Term Prediction of Signal Cycle on an Arterial With Actuated-Uncoordinated Control Using Sparse Time Series Models. IEEE Trans. Intell. Transp. Syst. 20 (8) (2019)
Sabiheh Faghih, Abolfazl Safikhani, Bahman Moghimi, Camille Kamga
Predicting Short-Term Uber Demand in New York City Using Spatiotemporal Modeling. J. Comput. Civ. Eng. 33 (3) (2019)
Bahman Moghimi, Abolfazl Safikhani, Camille Kamga, Wei Hao
Cycle-Length Prediction in Actuated Traffic-Signal Control Using ARIMA Model. J. Comput. Civ. Eng. 32 (2) (2018)