The New Architecture of Simplified Fuzzy ARTMAP for Supporting Medical Diagnostic Reasoning

International Journal of Computer Applications ◽

10.5120/14215-2413 ◽

2013 ◽

Vol 81 (17) ◽

pp. 16-19

Author(s):

Pranamika Kakati ◽

Hemanta K. Baruah

Keyword(s):

Diagnostic Reasoning ◽

Fuzzy Artmap ◽

Medical Diagnostic ◽

Simplified Fuzzy Artmap

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Improving Simplified Fuzzy ARTMAP Performance Using Genetic Algorithm for Brain Fingerprint Classification

2006 International Conference on Advanced Computing and Communications ◽

10.1109/adcom.2006.4289909 ◽

2006 ◽

Author(s):

Ramaswamy Palaniappan ◽

Shankar M. Krishnan ◽

Chikkanan Eswaran

Keyword(s):

Genetic Algorithm ◽

Fuzzy Artmap ◽

Fingerprint Classification ◽

Simplified Fuzzy Artmap

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An efficient genetic selection of the presentation order in simplified fuzzy ARTMAP patterns

Applied Soft Computing ◽

10.1016/j.asoc.2014.03.026 ◽

2014 ◽

Vol 22 ◽

pp. 101-107 ◽

Author(s):

Jeonghyun Baek ◽

Heesung Lee ◽

Byungyun Lee ◽

Heejin Lee ◽

Euntai Kim

Keyword(s):

Genetic Selection ◽

Presentation Order ◽

Fuzzy Artmap ◽

Simplified Fuzzy Artmap ◽

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An application to transient current signal based induction motor fault diagnosis of Fourier–Bessel expansion and simplified fuzzy ARTMAP

Expert Systems with Applications ◽

10.1016/j.eswa.2013.03.040 ◽

2013 ◽

Vol 40 (13) ◽

pp. 5372-5384 ◽

Author(s):

Van Tung Tran ◽

Faisal AlThobiani ◽

Andrew Ball ◽

Byeong-Keun Choi

Keyword(s):

Fault Diagnosis ◽

Induction Motor ◽

Transient Current ◽

Fuzzy Artmap ◽

Current Signal ◽

Simplified Fuzzy Artmap

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Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2005.173 ◽

2005 ◽

Vol 17 (11) ◽

pp. 1589-1593 ◽

Author(s):

C.K. Loo ◽

M.V.C. Rao

Keyword(s):

Fuzzy Artmap ◽

Reliable Diagnosis ◽

Diagnosis And Classification ◽

Simplified Fuzzy Artmap

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Simplified fuzzy ARTMAP classification of individuals using optimal VEP channels

International Journal of Knowledge-based and Intelligent Engineering Systems ◽

10.3233/kes-2006-10604 ◽

2006 ◽

Vol 10 (6) ◽

pp. 445-452 ◽

Author(s):

K.V.R. Ravi ◽

Ramaswamy Palaniappan ◽

S.-H. Heng

Keyword(s):

Fuzzy Artmap ◽

Simplified Fuzzy Artmap

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Face Recognition Using Simplified Fuzzy Artmap

Signal & Image Processing An International Journal ◽

10.5121/sipij.2010.1212 ◽

2010 ◽

Vol 1 (2) ◽

pp. 134-146

Author(s):

Antu Annam Thomas ◽

M Wilscy

Keyword(s):

Face Recognition ◽

Fuzzy Artmap ◽

Simplified Fuzzy Artmap

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An Improved and Adaptive Face Recognition Method Using Simplified Fuzzy ARTMAP

Communications in Computer and Information Science - Advanced Computing ◽

10.1007/978-3-642-17881-8_3 ◽

2011 ◽

pp. 23-34

Author(s):

Antu Annam Thomas ◽

M. Wilscy

Keyword(s):

Face Recognition ◽

Fuzzy Artmap ◽

Recognition Method ◽

Simplified Fuzzy Artmap

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The Select and Test (ST) Algorithm and Drill-Locate-Drill (DLD) Algorithm for Medical Diagnostic Reasoning

Artificial Intelligence: Methodology, Systems, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-44748-3_36 ◽

2016 ◽

pp. 356-359

Author(s):

D. A. Irosh P. Fernando ◽

Frans A. Henskens

Keyword(s):

Diagnostic Reasoning ◽

Medical Diagnostic

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Malayalam online handwriting recognition system: A simplified fuzzy ARTMAP approach

2012 Annual IEEE India Conference (INDICON) ◽

10.1109/indcon.2012.6420691 ◽

2012 ◽

Author(s):

T. R. Indhu ◽

V. K. Bhadran

Keyword(s):

Handwriting Recognition ◽

Recognition System ◽

Fuzzy Artmap ◽

System A ◽

Online Handwriting Recognition ◽

Simplified Fuzzy Artmap ◽

Online Handwriting

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IMAGE RECOGNITION USING SIMPLIFIED FUZZY ARTMAP AUGMENTED WITH A MOMENT BASED FEATURE EXTRACTOR

International Journal of Pattern Recognition and Artificial Intelligence ◽

10.1142/s0218001400000684 ◽

2000 ◽

Vol 14 (08) ◽

pp. 1081-1095 ◽

Author(s):

S. RAJASEKARAN ◽

G. A. VIJAYALAKSHMI PAI

Keyword(s):

Satellite Images ◽

Fuzzy Model ◽

Color Images ◽

Fuzzy Artmap ◽

Invariant Feature ◽

Neuro Fuzzy ◽

Feature Extractor ◽

Sample Test ◽

Rst Invariant ◽

Simplified Fuzzy Artmap

The capability of Kasuba's Simplified Fuzzy ARTMAP (SFAM) to behave as a Pattern Recognizer/Classifier of images both noisy and noise free has been investigated in this paper. This calls for augmenting the original Neuro–Fuzzy model with a modified moment-based RST invariant feature extractor. The potential of the SFAM based Pattern Recognizer to recognize patterns — monochrome and color, noisy and noise free — has been studied on two experimental problems. The first experiment which concerns monochrome images, pertains to recognition of satellite images, a problem discussed by Wang et al. The second experiment, which concerns color images, deals with the recognition of some sample test colored patterns. The results of the computer simulation have also been presented.

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