scholarly journals Eye Movement Patterns during Locomotion in Real-World and Simulated Environments

i-Perception ◽  
10.1068/id254 ◽  
2012 ◽  
Vol 3 (4) ◽  
pp. 254-254
Author(s):  
Ming Zhao ◽  
Adar Pelah
Keyword(s):  
Eye Movement ◽  
Real World ◽  
Movement Patterns ◽  
Simulated Environments

A Survey on Data-driven Network Intrusion Detection

2022 ◽  
Vol 54 (9) ◽  
pp. 1-36
Author(s):  
Dylan Chou ◽  
Meng Jiang
Keyword(s):  
Machine Learning ◽  
Intrusion Detection ◽  
Real World ◽  
Data Driven ◽  
Network Intrusion Detection ◽  
Large Network ◽  
Learning Models ◽  
Simulated Environments ◽  
Network Intrusion ◽  
Machine Learning Models

Data-driven network intrusion detection (NID) has a tendency towards minority attack classes compared to normal traffic. Many datasets are collected in simulated environments rather than real-world networks. These challenges undermine the performance of intrusion detection machine learning models by fitting machine learning models to unrepresentative “sandbox” datasets. This survey presents a taxonomy with eight main challenges and explores common datasets from 1999 to 2020. Trends are analyzed on the challenges in the past decade and future directions are proposed on expanding NID into cloud-based environments, devising scalable models for large network data, and creating labeled datasets collected in real-world networks.

Eye Movement Patterns Can Distinguish Schizophrenia from the Major Affective Disorders and Healthy Control Subjects

2021 ◽  
Author(s):  
David St Clair ◽  
Graeme MacLennan ◽  
Sara A. Beedie ◽  
Eva Nouzová ◽  
Helen Lemmon ◽  
...  
Keyword(s):  
Eye Movement ◽  
Affective Disorders ◽  
Movement Patterns ◽  
Control Subjects ◽  
Healthy Control

scholarly journals Cultural variations in global and local attention and eye-movement patterns during the perception of complex visual scenes: Comparison of Czech and Taiwanese university students

PLoS ONE ◽  
2020 ◽  
Vol 15 (11) ◽  
pp. e0242501
Author(s):  
Jiří Čeněk ◽  
Jie-Li Tsai ◽  
Čeněk Šašinka
Keyword(s):  
University Students ◽  
Cultural Differences ◽  
Eye Movement ◽  
Scene Perception ◽  
Cognitive Styles ◽  
Reaction Times ◽  
Movement Patterns ◽  
Cross Cultural ◽  
Cross Cultural Differences ◽  
Global And Local

Previous research on cross-cultural differences in visual attention has been inconclusive. Some studies have suggested the existence of systematic differences in global and local attention and context sensitivity, while others have produced negative or mixed results. The objective in this study was to examine the similarities and differences in holistic and analytic cognitive styles in a sample of Czech and Taiwanese university students. Two cognitive tasks were conducted: a Compound Figures Test and a free-viewing scene perception task which manipulated several focal objects and measured eye-movement patterns. An analysis of the reaction times in the Compound Figures Test showed no clear differences between either sample. An analysis of eye-movement metrics showed certain differences between the samples. While Czechs tended to focus relatively more on the focal objects measured by the number of fixations, the Taiwanese subjects spent more time fixating on the background. The results were consistent for scenes with one or two focal objects. The results of a correlation analysis of both tasks showed that they were unrelated. These results showed certain differences between the samples in visual perception but were not as systematic as the theory of holistic and analytic cognitive styles would suggest. An alternative model of cross-cultural differences in cognition and perception is discussed.

The effects of crowding on eye movement patterns in reading

2015 ◽  
Vol 160 ◽  
pp. 23-34 ◽  
Author(s):  
Emanuela Bricolo ◽  
Carola Salvi ◽  
Marialuisa Martelli ◽  
Lisa S. Arduino ◽  
Roberta Daini
Keyword(s):  
Eye Movement ◽  
Movement Patterns

Inferring user tasks in pedestrian navigation from eye movement data in real-world environments

2018 ◽  
Vol 33 (4) ◽  
pp. 739-763 ◽  
Author(s):  
Hua Liao ◽  
Weihua Dong ◽  
Haosheng Huang ◽  
Georg Gartner ◽  
Huiping Liu
Keyword(s):  
Eye Movement ◽  
Real World ◽  
Pedestrian Navigation ◽  
Movement Data ◽  
User Tasks

Eye Movement Patterns in Viewing Ambiguous Figures

2021 ◽  
pp. 145-168
Author(s):  
A. G. Gale ◽  
J. M. Findlay
Keyword(s):  
Eye Movement ◽  
Movement Patterns ◽  
Ambiguous Figures

Limited eye movement patterns in chronic schizophrenic patients

1989 ◽  
Vol 28 (3) ◽  
pp. 307-314 ◽  
Author(s):  
Takuya Kojima ◽  
Steven G. Potkin ◽  
Mohammad Kharazmi ◽  
Eisuke Matsushima ◽  
John Herrera ◽  
...  
Keyword(s):  
Eye Movement ◽  
Movement Patterns ◽  
Chronic Schizophrenic ◽  
Schizophrenic Patients
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