Evolutionary computation for feature selection in classification problems

B De La Iglesia - Wiley Interdisciplinary Reviews: Data Mining …, 2013 - Wiley Online Library
Feature subset selection (FSS) has received a great deal of attention in statistics, machine
learning, and data mining. Real world data analyzed by data mining algorithms can involve …

Non-conventional keystroke dynamics for user authentication

A Alsultan, K Warwick, H Wei - Pattern Recognition Letters, 2017 - Elsevier
This paper introduces an approach for user authentication using free-text keystroke
dynamics which incorporates the use of non-conventional keystroke features. Semi-timing …

Estimation of daily dew point temperature by using bat algorithm optimization based extreme learning machine

J Dong, L Wu, X Liu, Z Li, Y Gao, Y Zhang… - Applied Thermal …, 2020 - Elsevier
Capabilities of the bat algorithm optimized extreme learning machine (Bat-ELM) model for
dew point temperature (T dew) estimation were evaluated in this study, in comparison with …

Keystroke dynamics for biometric authentication—A survey

S Bhatt, T Santhanam - 2013 international conference on …, 2013 - ieeexplore.ieee.org
The latest trend in authenticating users is by using the potentiality of biometrics. Keystroke
dynamics is a behavioural biometrics which captures the typing rhythms of users and then …

A new feature scoring method in keystroke dynamics-based user authentications

DI Kim, S Lee, JS Shin - IEEE Access, 2020 - ieeexplore.ieee.org
In recent years, computing devices have become widely distributed, and the accumulated
data from these devices are growing rapidly, especially as they are increasingly equipped …

Analysis of strong password using keystroke dynamics authentication in touch screen devices

A Salem, D Zaidan, A Swidan… - 2016 Cybersecurity and …, 2016 - ieeexplore.ieee.org
In this paper user verification and identification system on touch screen mobile devices is
proposed. The system examines the keystroke dynamics and uses it as a second …

Free‐text keystroke dynamics authentication for Arabic language

A Alsultan, K Warwick, H Wei - IET Biometrics, 2016 - Wiley Online Library
This study introduces an approach for user authentication using free‐text keystroke
dynamics which incorporates text in Arabic language. The Arabic language has completely …

A mobile edge computing-assisted video delivery architecture for wireless heterogeneous networks

Y Li, PA Frangoudis, Y Hadjadj-Aoul… - 2017 IEEE Symposium …, 2017 - ieeexplore.ieee.org
We focus on QoE-optimized video delivery in a wireless heterogeneous network setting,
where users equipped with multi-interface devices access a Dynamic Adaptive Streaming …

Keystroke dynamics: a behavioral biometric model for user authentication in online exams

SK AV, M Rathi - … Anthology on Developing Effective Online Learning …, 2021 - igi-global.com
Online learning has entirely transformed the way of learning by the students. Online tests
and quizzes play an important role in online learning, which provides accurate results to the …

User identification by keystroke dynamics using improved binary particle swarm optimisation

T Wu, K Zheng, G Xu, C Wu… - International Journal of …, 2019 - inderscienceonline.com
As a kind of behavioural characteristic, keystroke features are crucial to the accuracy of user
identification system using shallow machine learning algorithms. Filter and wrapper feature …