Loading...
Loading...

Go to the content (press return)

Mining and visualizing uncertain data objects and named data networking traffics by fuzzy self-organizing map

Author
Karami, A.; Guerrero, M.
Type of activity
Presentation of work at congresses
Name of edition
2nd International Workshop on Artificial Intelligence and Cognition
Date of publication
2014
Presentation's date
2014-11
Book of congress proceedings
Proceedings of the Second International Workshop on Artificial Intelligence and Cognition (AIC 2014): Torino, Italy, November 26-27, 2014
First page
156
Last page
163
Publisher
CEUR-WS.org
Project funding
Service Platform for Smart Cities with Dense M2M Networks
Repository
http://hdl.handle.net/2117/26239 Open in new window
URL
http://ceur-ws.org/Vol-1315/paper14.pdf Open in new window
Abstract
Uncertainty is widely spread in real-world data. Uncertain data-in computer science-is typically found in the area of sensor networks where the sensors sense the environment with certain error. Mining and visualizing uncertain data is one of the new challenges that face uncertain databases. This paper presents a new intelligent hybrid algorithm that applies fuzzy set theory into the context of the Self-Organizing Map to mine and visualize uncertain objects. The algorithm is tested in some benchm...
Citation
Karami, A.; Guerrero, M. Mining and visualizing uncertain data objects and named data networking traffics by fuzzy self-organizing map. A: International Workshop on Artificial Intelligence and Cognition. "Proceedings of the Second International Workshop on Artificial Intelligence and Cognition (AIC 2014): Torino, Italy, November 26-27, 2014". Torino: CEUR-WS.org, 2014, p. 156-163.
Keywords
Algorithms, Artificial intelligence, Bench-mark problems, Conformal mapping, Fuzzy self-organizing maps, Fuzzy sets, Hybrid algorithms, Named data networkings, Performance criterion, Real-world, Self organizing maps, Uncertain database, Uncertain datas
Group of research
CNDS - Computer Networks and Distributed Systems

Participants

Attachments