Navid Ziaei

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Dynamical Model

Model Construction

Top Venues

Publications

Navid Ziaei, Joshua J. Stim, Melanie D. Goodman-Keiser, Scott Sponheim, Alik S. Widge, Sasoun Krikorian, Ali Yousefi
Latent Variable Double Gaussian Process Model for Decoding Complex Neural Data. CoRR (2024)
Navid Ziaei, Behzad Nazari, Ali Yousefi
A Discriminative Bayesian Gaussian Process Latent Variable Model for High-Dimensional Data. CoRR (2024)
Mohammad R. Rezaei, Reza Saadati Fard, Ebrahim Pourjafari, Navid Ziaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
Reverse survival model (RSM): a pipeline for explaining predictions of deep survival models. Appl. Intell. 53 (17) (2023)
Reza Saadati Fard, Navid Ziaei, Ali Yousefi
Latent Dynamical Model to Characterize Brain Network-Level Rhythmic Dynamics. EMBC (2023)
Navid Ziaei, Reza Saadati Fard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity. CoRR (2023)
Navid Ziaei, Reza Saadatifard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity. BI (2023)
Mohammad R. Rezaei, Reza Saadati Fard, Ebrahim Pourjafari, Navid Ziaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models. CoRR (2022)
Ebrahim Pourjafari, Navid Ziaei, Mohammad R. Rezaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture. MLHC (2022)
Ebrahim Pourjafari, Navid Ziaei, Mohammad R. Rezaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture. CoRR (2022)