Identification of switched autoregressive exogenous systems from large noisy datasets
S Hojjatinia, CM Lagoa… - International journal of …, 2020 - Wiley Online Library
The article introduces novel methodologies for the identification of coefficients of switching
autoregressive moving average with exogenous input systems and switched autoregressive …
autoregressive moving average with exogenous input systems and switched autoregressive …
Comparison of different spike sorting subtechniques based on rat brain basolateral amygdala neuronal activity
S Hojjatinia, CM Lagoa - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
Developing electrophysiological recordings of brain neuronal activity and their analysis
provide a basis for exploring the structure of brain function and nervous system …
provide a basis for exploring the structure of brain function and nervous system …
Identification of switched autoregressive systems from large noisy data sets
S Hojjatinia, CM Lagoa… - 2019 American Control …, 2019 - ieeexplore.ieee.org
The paper introduces a novel methodology for the identification of coefficients of switched
autoregressive linear models. We consider the case when the system's outputs are …
autoregressive linear models. We consider the case when the system's outputs are …
Dynamic models of stress-smoking responses based on high-frequency sensor data
Self-reports indicate that stress increases the risk for smoking; however, intensive data from
sensors can provide a more nuanced understanding of stress in the moments leading up to …
sensors can provide a more nuanced understanding of stress in the moments leading up to …
Identification of switched autoregressive and switched autoregressive exogenous systems from large noisy data sets
The paper introduces novel methodologies for the identification of coefficients of switched
autoregressive and switched autoregressive exogenous linear models. We consider cases …
autoregressive and switched autoregressive exogenous linear models. We consider cases …
[图书][B] Data Analysis and System Identification Algorithms for Behavioral Dynamical Modeling
S Hojjatinia - 2022 - search.proquest.com
In the past few years, the development and advancements in new sensing technologies and
wearable activity monitors have enabled the collection of high frequency individual data …
wearable activity monitors have enabled the collection of high frequency individual data …
[图书][B] Modeling, Monitoring and Scheduling Techniques for Network Recovery from Massive Failures
DZ Tootaghaj - 2018 - search.proquest.com
The Pennsylvania State University The Graduate School College of Engineering
MODELING, MONITORING AND SCHEDULING TECHNIQUES FOR Page 1 The …
MODELING, MONITORING AND SCHEDULING TECHNIQUES FOR Page 1 The …
System Identification Algorithms for Noisy Data with Application to Behavior Modeling
S Hojjatinia - 2020 - etda.libraries.psu.edu
Behavioral medicine is a branch of science which studies the biological, behavioral,
psychological, and social sciences relevant to health and illness. Control system …
psychological, and social sciences relevant to health and illness. Control system …