scholarly journals Flexible Neo-fuzzy Neuron and Neuro-fuzzy Network for Monitoring Time Series Properties

2013 ◽  
Vol 16 (1) ◽  
Author(s):  
Yevgeniy Bodyanskiy ◽  
Iryna Pliss ◽  
Olena Vynokurova
Keyword(s):  
Time Series ◽  
Monitoring Time ◽  
Neuro Fuzzy ◽  
Fuzzy Network

Intelligent forecasting of time series based on evolving distributed Neuro‐Fuzzy network

2020 ◽  
Vol 36 (3) ◽  
pp. 1394-1413
Author(s):  
Selmo Eduardo Rodrigues Júnior ◽  
Ginalber Luiz Oliveira Serra
Keyword(s):  
Time Series ◽  
Neuro Fuzzy ◽  
Fuzzy Network

ANNEALED CHAOTIC LEARNING FOR TIME SERIES PREDICTION IN IMPROVED NEURO-FUZZY NETWORK WITH FEEDBACKS

2009 ◽  
Vol 08 (04) ◽  
pp. 429-444 ◽  
Author(s):  
CATHERINE VAIRAPPAN ◽  
SHANGCE GAO ◽  
ZHENG TANG ◽  
HIROKI TAMURA
Keyword(s):  
Time Series ◽  
Fuzzy System ◽  
Chaotic Dynamics ◽  
Time Series Prediction ◽  
Data Series ◽  
Temporal Data ◽  
Optimal Solutions ◽  
Benchmark Data ◽  
Neuro Fuzzy ◽  
Fuzzy Network

A new version of neuro-fuzzy system of feedbacks with chaotic dynamics is proposed in this work. Unlike the conventional neuro-fuzzy, improved neuro-fuzzy system with feedbacks is better able to handle temporal data series. By introducing chaotic dynamics into the feedback neuro-fuzzy system, the system has richer and more flexible dynamics to search for near-optimal solutions. In the experimental results, performance and effectiveness of the presented approach are evaluated by using benchmark data series. Comparison with other existing methods shows the proposed method for the neuro-fuzzy feedback is able to predict the time series accurately.

EEG classification using recurrent adaptive neuro-fuzzy network based on time-series prediction

2017 ◽  
Vol 31 (7) ◽  
pp. 2551-2562 ◽  
Author(s):  
Hossein Komijani ◽  
Mohammad Reza Parsaei ◽  
Ebrahim Khajeh ◽  
Mohammad Javad Golkar ◽  
Houman Zarrabi
Keyword(s):  
Time Series ◽  
Time Series Prediction ◽  
Eeg Classification ◽  
Neuro Fuzzy ◽  
Fuzzy Network

Continuous Glucose Monitoring Time Series and Hypo/Hyperglycemia Prevention: Requirements, Methods, Open Problems

2008 ◽  
Vol 4 (3) ◽  
pp. 181-192 ◽  
Author(s):  
Giovanni Sparacino ◽  
Andrea Facchinetti ◽  
Alberto Maran ◽  
Claudio Cobelli
Keyword(s):  
Time Series ◽  
Continuous Glucose Monitoring ◽  
Glucose Monitoring ◽  
Open Problems ◽  
Monitoring Time
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