Zobrazeno 1 - 10
of 1 546
pro vyhledávání: '"Feature reduction"'
Publikováno v:
Iraqi Journal for Computers and Informatics, Vol 50, Iss 1, Pp 46-53 (2024)
This investigation aims to explore previous research on the implementation of feature selection in intrusion detection. Feature selection has demonstrated its ability to enhance or sustain comparable classification accuracy levels for intrusion detec
Externí odkaz:
https://doaj.org/article/9cb44347d71a47479e58bec3c6035a3f
Publikováno v:
Intelligent Systems with Applications, Vol 23, Iss , Pp 200407- (2024)
Internet of Things (IoT) devices are extensively utilized but are susceptible to cyberattacks, posing significant security challenges. To mitigate these threats, machine learning techniques have been implemented for network intrusion detection in IoT
Externí odkaz:
https://doaj.org/article/1ffda17dcf444c47b6b7d2580ff8a8dd
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 6, Iss 2, Pp 789-799 (2024)
Effective data reduction must retain the greatest possible amount of informative content of the data under examination. Feature selection is the default for dimensionality reduction, as the relevant features of a dataset are usually retained through
Externí odkaz:
https://doaj.org/article/338945f5c9d6474bac491a08b6595242
Publikováno v:
Heliyon, Vol 10, Iss 15, Pp e34911- (2024)
Background: Patients’ hand-drawn Archimedes spirals are widely used in the neurological community to grade tremors. These spirals are either drawn on paper and Xeroxed/scanned into digital images or digitizing tablets are used for the drawings. Thi
Externí odkaz:
https://doaj.org/article/010b645720464c2d9e5d412eaf1cea74
Autor:
Ahmad Houkan, Ashwin Kumar Sahoo, Sarada Prasad Gochhayat, Prabodh Kumar Sahoo, Haipeng Liu, Syed Ghufran Khalid, Prince Jain
Publikováno v:
IEEE Access, Vol 12, Pp 160864-160883 (2024)
The increasing deployment of Internet of Things devices has introduced significant cyber security challenges, creating a need for robust intrusion detection systems. This research focuses on improving anomaly detection in industrial Internet of Thing
Externí odkaz:
https://doaj.org/article/3b3810cd68684c0aa4c8439e918892c0
Autor:
Ameya Chatur, Mostafa Haghi, Nagarajan Ganapathy, Nima TaheriNejad, Ralf Seepold, Natividad Martinez Madrid
Publikováno v:
IEEE Access, Vol 12, Pp 150664-150678 (2024)
Sleep deprivation is a significant contributor to various diseases, leading to poor cognitive function, decreased performance, and heart disorders. Insomnia, the most prevalent sleep disorder, requires more effective diagnosis and screening for prope
Externí odkaz:
https://doaj.org/article/130e44f3e1a640ca93f68d8ea2820e37
Publikováno v:
Neuropsychiatric Disease and Treatment, Vol Volume 20, Pp 137-148 (2024)
Mohsin Khan,1,* Syed Khalid Perwez,2,* Rahul Paul Gaddam,2 Rabuni Aiswarya,2 Mohammed Abrar Basha,3 Abhradeep Malas,4 Shafiul Haque,5– 7 Faraz Ahmad4 1Department of Commerce, School of Social Science and Languages, Vellore Institute of Tech
Externí odkaz:
https://doaj.org/article/02a8b2a66bc943ceabb1e9f5a4f44b5a
Publikováno v:
Frontiers in Human Neuroscience, Vol 18 (2024)
IntroductionBrain-computer interfaces (BCIs) are systems that acquire the brain's electrical activity and provide control of external devices. Since electroencephalography (EEG) is the simplest non-invasive method to capture the brain's electrical ac
Externí odkaz:
https://doaj.org/article/666b94091c0547ebb517d814e9365b4f
Publikováno v:
Journal of Cybersecurity and Privacy, Vol 3, Iss 3, Pp 544-557 (2023)
An intrusion detection system (IDS), whether as a device or software-based agent, plays a significant role in networks and systems security by continuously monitoring traffic behaviour to detect malicious activities. The literature includes IDSs that
Externí odkaz:
https://doaj.org/article/fc4745ae93ae49d6a18565c4a62cfc5c
Publikováno v:
Complex & Intelligent Systems, Vol 10, Iss 1, Pp 171-191 (2023)
Abstract Surrogate-assisted evolutionary algorithm (SAEA) prevails in the optimization of computationally expensive problems. However, existing SAEAs confront low efficiency in the resolution of high-dimensional problems characterized by multiple loc
Externí odkaz:
https://doaj.org/article/c787b4f308c14555a64ff0c0b8f3155e