Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Belkacem Fergani"'
Publikováno v:
Information, Vol 6, Iss 3, Pp 505-521 (2015)
Feature extraction and classification are two key steps for activity recognition in a smart home environment. In this work, we used three methods for feature extraction: Principal Component Analysis (PCA), Independent Component Analysis (ICA), and Li
Externí odkaz:
https://doaj.org/article/c8c306b8989b4039853541d65edafec3
Publikováno v:
Sensor Review. 42:384-401
Purpose Mobile phone-based human activity recognition (HAR) consists of inferring user’s activity type from the analysis of the inertial mobile sensor data. This paper aims to mainly introduce a new classification approach called adaptive k-nearest
Publikováno v:
International Journal of Software Innovation. 9:67-87
This article describes a new scheme for a physical activity recognition process based on carried smartphone embedded sensors, such as accelerometer and gyroscope. For this purpose, the WKNN-SVM algorithm has been proposed to predict physical activiti
Publikováno v:
2022 IEEE 21st international Ccnference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).
Publikováno v:
International Journal of E-Health and Medical Communications. 12:1-20
A lot of real-life mobile sensing applications are becoming available nowadays. The traditional approach for activity recognition employs machine learning algorithms to learn from collected data from smartphpne and induce a model. The model generatio
Publikováno v:
Intelligenza Artificiale. 15:1-15
Mobile phone based activity recognition uses data obtained from embedded sensors to infer user’s physical activities. The traditional approach for activity recognition employs machine learning algorithms to learn from collected labeled data and ind
Publikováno v:
Journal of Ambient Intelligence and Humanized Computing.
Smart homes are equipped with several sensor networks to keep an eye on both residents and their environment, to interpret the current situation and to react immediately. Handling large scale dataset of sensory events on real time to enable efficient
Publikováno v:
International Journal of RF Technologies
International Journal of RF Technologies, IOS Press, 2019, 10 (1-2), pp.9-26. ⟨10.3233/RFT-180152⟩
International Journal of RF Technologies, IOS Press, 2019, 10 (1-2), pp.9-26. ⟨10.3233/RFT-180152⟩
International audience
Publikováno v:
2020 2nd International Workshop on Human-Centric Smart Environments for Health and Well-being (IHSH).
The rapid increase and expansion of cyber-attacks requires the development of new quality tools to reduce, combat, and eventually stop their risks. In this context, an Intrusion Prevention Systems (IPS) is introduced. It is an extended IDS solutions
Publikováno v:
2020 4th International Symposium on Informatics and its Applications (ISIA).
The rapid evolution in technology is a great challenge for network security against computer threats. Indeed, distributed denial of service (DDoS) attacks aim to deplete or even cripple target networks with malicious traffic. However, before they can