Title :
Applications of unsupervised neural networks in data mining
Author :
Pokrajac, Dragoljub ; Lazarevic, Aleksandar
Author_Institution :
Delaware State Univ., DE, USA
Abstract :
In this paper, we discuss the applications of four-layer auto-associative feed-forward neural networks for unsupervised learning. We consider applications in data mining, ranging from precision agriculture, to bioinformatics, to intrusion detection in networks.
Keywords :
associative processing; data mining; feedforward neural nets; unsupervised learning; autoassociative neural networks; autoassociators; bioinformatics; data mining; multilayer feedforward neural networks; network intrusion detection; precision agriculture; unsupervised learning; unsupervised neural networks; Agriculture; Bioinformatics; Data mining; Intelligent networks; Network topology; Neural networks; Neurons; Proteins; Training data; Unsupervised learning;
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2004. NEUREL 2004. 2004 7th Seminar on
Print_ISBN :
0-7803-8547-0
DOI :
10.1109/NEUREL.2004.1416521
