Results 261 to 270 of about 34,857 (308)
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2017
In this chapter, we are planning to make a comparison between conventional Time Series Models and Fuzzy Time Series Models by an application in an e-commerce company. Future sales of furniture will be predicted. The performance of different models and forecasting periods are going to be analyzed to discuss advantages and disadvantages of each method ...
KARAŞAN, Ali +2 more
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In this chapter, we are planning to make a comparison between conventional Time Series Models and Fuzzy Time Series Models by an application in an e-commerce company. Future sales of furniture will be predicted. The performance of different models and forecasting periods are going to be analyzed to discuss advantages and disadvantages of each method ...
KARAŞAN, Ali +2 more
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Fuzzy clustering of time series with time-varying memory
International Journal of Approximate Reasoning, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Roy Cerqueti, Raffaele Mattera
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Fuzzy stochastic fuzzy time series and its models
Fuzzy Sets and Systems, 1997zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Qiang Song +2 more
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Cybernetics and Systems Analysis, 2023
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Minaev, Yu. M. +2 more
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zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Minaev, Yu. M. +2 more
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Fuzzy Time Series Prediction Model
2011The main objective to design this proposed model is to overcome the drawbacks of the exiting approaches and derive more robust & accurate methodology to forecast data. This innovative soft computing time series model is designed by joint consideration of three key points (1) Event discretization of time series data (2 Frequency density based ...
Bindu Garg +3 more
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An efficient time series forecasting model based on fuzzy time series
Engineering Applications of Artificial Intelligence, 2013In this paper, we present a new model to handle four major issues of fuzzy time series forecasting, viz., determination of effective length of intervals, handling of fuzzy logical relationships (FLRs), determination of weight for each FLR, and defuzzification of fuzzified time series values.
Pritpal Singh 0004, Bhogeswar Borah
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Seasonal forecasting in fuzzy time series
Fuzzy Sets and Systems, 1999Abstract In this communication, a seasonal forecasting model for fuzzy time series is proposed.
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A note on fuzzy time-series model
Fuzzy Sets and Systems, 2005zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Wavelet-based Fuzzy Clustering of Time Series
Journal of Classification, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Elizabeth Ann Maharaj +2 more
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Fuzzy Transform in Time Series Decomposition
2019In this paper, we provide a method for applying the fuzzy transform of higher degree to time series decomposition. We assume that a time series can be decomposed into a trend-cycle, a seasonal component and an irregular fluctuation, we devote theoretical justifications for decomposing it into an additive model.
Linh Nguyen 0002, Vilém Novák
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