Navid Ziaei

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hierarchical Stochastic Differential Equation Models for Latent Manifold Learning in Neural Time Series.
CoRR
Pedram Rajaei, Maryam Ostadsharif Memar, Navid Ziaei, Behzad Nazari, Ali Yousefi
2024 J jnl
A Bayesian Gaussian Process-Based Latent Discriminative Generative Decoder (LDGD) Model for High-Dimensional Data.
IEEE Access
Navid Ziaei, Behzad Nazari, Uri T. Eden, Alik S. Widge, Ali Yousefi
2024 J jnl
A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy through Spatial Information Integration.
CoRR
Maryam Ostadsharif Memar, Navid Ziaei, Behzad Nazari
2024 J jnl
A Discriminative Bayesian Gaussian Process Latent Variable Model for High-Dimensional Data.
CoRR
Navid Ziaei, Behzad Nazari, Ali Yousefi
2024 — conf
Latent Variable Double Gaussian Process Model for Decoding Complex Neural Data.
EMBC
Navid Ziaei, Joshua J. Stim, Melanie D. Goodman-Keiser, Scott R. Sponheim, Alik S. Widge, Sasoun Krikorian, Ali Yousefi
2024 J jnl
Latent Variable Double Gaussian Process Model for Decoding Complex Neural Data.
CoRR
Navid Ziaei, Joshua J. Stim, Melanie D. Goodman-Keiser, Scott R. Sponheim, Alik S. Widge, Sasoun Krikorian, Ali Yousefi
2024 J jnl
RISE-iEEG: Robust to Inter-Subject Electrodes Implantation Variability iEEG Classifier.
CoRR
Maryam Ostadsharif Memar, Navid Ziaei, Behzad Nazari, Ali Yousefi
2023 — conf
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity.
BI
Navid Ziaei, Reza Saadatifard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
2023 J jnl
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity.
CoRR
Navid Ziaei, Reza Saadati Fard, Ali Yousefi, Behzad Nazari, Sydney S. Cash, Angelique C. Paulk
2023 — conf
Latent Dynamical Model to Characterize Brain Network-Level Rhythmic Dynamics.
EMBC
Reza Saadati Fard, Navid Ziaei, Ali Yousefi
2023 J jnl
Reverse survival model (RSM): a pipeline for explaining predictions of deep survival models.
Appl. Intell.
Mohammad R. Rezaei, Reza Saadati Fard, Ebrahim Pourjafari, Navid Ziaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
2022 J jnl
Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models.
CoRR
Mohammad R. Rezaei, Reza Saadati Fard, Ebrahim Pourjafari, Navid Ziaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
2022 — conf
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture.
MLHC
Ebrahim Pourjafari, Navid Ziaei, Mohammad R. Rezaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi
2022 J jnl
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture.
CoRR
Ebrahim Pourjafari, Navid Ziaei, Mohammad R. Rezaei, Amir Sameizadeh, Mohammad Shafiee, Mohammad Alavinia, Mansour Abolghasemian, Nick Sajadi