TY - JOUR
T1 - Multimodality exploration by an unsupervised projection pursuit neural network
AU - Dotan, Yocheved
AU - Intrator, Nathan
PY - 1998
Y1 - 1998
N2 - Graphical inspection of multimodality is demonstrated using unsupervised lateral-inhibition neural networks. Three projection pursuit indexes are compared on low-dimensional simulated and real-world data: principal components, Legendre polynomial, and projection pursuit network.
AB - Graphical inspection of multimodality is demonstrated using unsupervised lateral-inhibition neural networks. Three projection pursuit indexes are compared on low-dimensional simulated and real-world data: principal components, Legendre polynomial, and projection pursuit network.
KW - Exploratory data analysis
KW - Exploratory projection pursuit
KW - Inhibited neural networks
KW - Kurtosis maximization
KW - Unsupervised clustering
KW - Unsupervised learning
UR - http://www.scopus.com/inward/record.url?scp=0032074994&partnerID=8YFLogxK
U2 - 10.1109/72.668888
DO - 10.1109/72.668888
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C2 - 18252470
AN - SCOPUS:0032074994
VL - 9
SP - 464
EP - 472
JO - IEEE Transactions on Neural Networks and Learning Systems
JF - IEEE Transactions on Neural Networks and Learning Systems
SN - 2162-237X
IS - 3
ER -