Title :
Simultaneous experimentation of self-learning classification, connectivity analysis and visualisation for data interpretation
Author :
Ollero, A. ; Aguilar-Martin, J.
Author_Institution :
Escuela Tecnica Superior de Ingenieros Industriales de Vigo, Univ. de Santiago, Vigo, Spain
Abstract :
Self-learning classification of data and connectivity analysis using probabilistic and fuzzy concepts are compared with subjective and visual rearrangement of data. Both methodologies are fully described and results are compared on two examples: crisp binary data and normalized real data.
Keywords :
data structures; fuzzy set theory; learning systems; pattern recognition; statistical analysis; connectivity analysis; crisp binary data; data interpretation; fuzzy concepts; normalized real data; self-learning classification; visualisation; Cities and towns; Cybernetics; Equations; Estimation; Finite element methods; Kinematics; Mathematical model;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMC.1984.6313244
