A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection

2022-05-15
Ulusoy, İlkay
tüfekçi, gülin
Kayabaşı, Alper

Suggestions

A comparative study of autoregressive neural network hybrids
Taşkaya Temizel, Tuğba (2005-06-01)
Many researchers have argued that combining many models for forecasting gives better estimates than single time series models. For example, a hybrid architecture comprising an autoregressive integrated moving average model (ARIMA) and a neural network is a well-known technique that has recently been shown to give better forecasts by taking advantage of each model's capabilities. However, this assumption carries the danger of underestimating the relationship between the model's linear and non-linear componen...
A comparative study of deep reinforcement learning methods and conventional controllers for aerial manipulation
Ünal, Kazım Burak; Kalkan, Sinan; Saranlı, Afşar; Department of Computer Engineering (2021-2-26)
Aerial manipulation with unmanned aerial vehicles is increasingly becoming a necessity in many applications. In this thesis, we analyze the controller approaches for a bi-rotor aerial manipulator for a pick and place operation. First of all, we compare a classical control approach with a minimum snap trajectory generation and Deep Reinforcement actor-critic algorithms for the control of the aerial manipulator. Furthermore, we examine the effects of degrees of freedom of the manipulator for the Deep Reinforc...
A comparative analysis of matched field processors for underwater acoustic source localization
Sarıkaya, Tevfik Bahadır; Çiloğlu, Tolga; Department of Electrical and Electronics Engineering (2010)
In this thesis, localization of the underwater sound sources using matched field processing technique is considered. Localization of the underwater sound sources is one of the most important problems encountered in underwater acoustics and signal processing. Many techniques were developed to localize sources in range, depth and bearing angle. However, most of these techniques do not consider or only slightly takes into account the environmental factors that dramatically effect the propagation of underwater ...
A Comparative Analysis of Functional Connectivity Data in Resting and Task-Related Conditions of the Brain for Disease Signature of OCD
Shenas, Sona Khaneh; Halıcı, Uğur; Cicek, Metehan (2014-08-30)
Obsessive Compulsive Disorder (OCD) is a frequent, chronic disorder producing intrusive thoughts which results in repetitive behaviors. It is thought that this psychological disorder occurs due to abnormal functional connectivity in certain regions of the brain called Default Mode Network (DMN) mainly. Recently, functional MRI (FMRI) studies were performed in order to compare the differences in brain activity between patients with OCD and healthy individuals through different conditions of the brain. Our pr...
A multilevel analysis of home and classroom literacy environments in relation to preschoolers' early literacy development
Altun, Dilek; Erden, Feyza; Snow, Catherine E (Wiley, 2018-11-01)
This study aimed to investigate the characteristics of preschoolers' home and classroom literacy environments and the relationships between receptive and expressive vocabulary, phonological awareness, and concepts about print (CAP) development. The participants were 168 parents and their children from five private preschools in a large suburban area. Two waves of data were collected. Multilevel linear modeling was used to analyze the two-level data set. The findings of the study revealed that children have ...
Citation Formats
İ. Ulusoy, g. tüfekçi, and A. Kayabaşı, “A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection,” presented at the Sinyal İşleme ve Uygulamaları Kurultayı 2022, 2022, Accessed: 00, 2022. [Online]. Available: http://dx.doi.org/10.1109/siu55565.2022.9864790.