A new fuzzy time series model based on robust clustering for forecasting of air pollution

Ecological Informatics ◽

10.1016/j.ecoinf.2017.12.001 ◽

2018 ◽

Vol 43 ◽

pp. 157-164 ◽

Author(s):

Nevin Güler Dincer ◽

Özge Akkuş

Keyword(s):

Air Pollution ◽

Time Series ◽

Time Series Model ◽

Fuzzy Time Series ◽

Robust Clustering ◽

Download Full-text

Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution

International Journal of Fuzzy Systems ◽

10.1007/s40815-020-00841-w ◽

2020 ◽

Vol 22 (5) ◽

pp. 1468-1486 ◽

Author(s):

Yousif Alyousifi ◽

Mahmod Othman ◽

Ibrahima Faye ◽

Rajalingam Sokkalingam ◽

Petronio C. L. Silva

Keyword(s):

Air Pollution ◽

Time Series ◽

Time Series Model ◽

Fuzzy Time Series ◽

Model Based ◽

Partition Method ◽

Optimum Partition

Download Full-text

Pythagorean fuzzy time series model based on Pythagorean fuzzy c-means and improved Markov weighted in the prediction of the new COVID-19 cases

Soft Computing ◽

10.1007/s00500-021-06259-2 ◽

2021 ◽

Author(s):

Sidong Xian ◽

Yue Cheng

Keyword(s):

Time Series ◽

Time Series Model ◽

Fuzzy Time Series ◽

Fuzzy C Means ◽

Download Full-text

Fuzzy time series model based on probabilistic approach and rough set rule induction for empirical research in stock markets

Data & Knowledge Engineering ◽

10.1016/j.datak.2008.06.002 ◽

2008 ◽

Vol 67 (1) ◽

pp. 103-117 ◽

Author(s):

Hia Jong Teoh ◽

Ching-Hsue Cheng ◽

Hsing-Hui Chu ◽

Jr-Shian Chen

Keyword(s):

Time Series ◽

Empirical Research ◽

Rough Set ◽

Stock Markets ◽

Probabilistic Approach ◽

Rule Induction ◽

Time Series Model ◽

Fuzzy Time Series ◽

Download Full-text

A hybrid fuzzy time series model based on granular computing for stock price forecasting

Information Sciences ◽

10.1016/j.ins.2014.09.038 ◽

2015 ◽

Vol 294 ◽

pp. 227-241 ◽

Author(s):

Mu-Yen Chen ◽

Bo-Tsuen Chen

Keyword(s):

Time Series ◽

Stock Price ◽

Granular Computing ◽

Time Series Model ◽

Fuzzy Time Series ◽

Price Forecasting ◽

Stock Price Forecasting ◽

Download Full-text

A New Fuzzy Time Series Model Based on Cluster Analysis Problem

International Journal of Fuzzy Systems ◽

10.1007/s40815-018-0589-x ◽

2019 ◽

Vol 21 (3) ◽

pp. 852-864 ◽

Author(s):

Tai Vovan ◽

Nghiep Ledai

Keyword(s):

Time Series ◽

Cluster Analysis ◽

Time Series Model ◽

Fuzzy Time Series ◽

Analysis Problem ◽

Download Full-text

A fuzzy time series model based on N-th Quantile Discretization Approach for TAIEX forecasting

2013 5th International Conference on Knowledge and Smart Technology (KST) ◽

10.1109/kst.2013.6512778 ◽

2013 ◽

Author(s):

Jing-Rong Chang ◽

Chung-Chi Liu

Keyword(s):

Time Series ◽

Time Series Model ◽

Fuzzy Time Series ◽

Download Full-text

A New Fuzzy Time Series Model Based on Fuzzy C-Regression Model

International Journal of Fuzzy Systems ◽

10.1007/s40815-018-0497-0 ◽

2018 ◽

Vol 20 (6) ◽

pp. 1872-1887 ◽

Author(s):

Nevin Güler Dincer

Keyword(s):

Time Series ◽

Regression Model ◽

Time Series Model ◽

Fuzzy Time Series ◽

Download Full-text

A hybrid fuzzy time series model based on ANFIS and integrated nonlinear feature selection method for forecasting stock

Neurocomputing ◽

10.1016/j.neucom.2016.03.068 ◽

2016 ◽

Vol 205 ◽

pp. 264-273 ◽

Author(s):

Chung-Ho Su ◽

Ching-Hsue Cheng

Keyword(s):

Time Series ◽

Feature Selection ◽

Feature Selection Method ◽

Selection Method ◽

Time Series Model ◽

Fuzzy Time Series ◽

Model Based ◽

Nonlinear Feature

Download Full-text

An Intuitionistic Fuzzy Time Series Model Based on New Data Transformation Method

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.210106.002 ◽

2021 ◽

Author(s):

Long-Sheng Chen ◽

Mu-Yen Chen ◽

Jing-Rong Chang ◽

Pei-Yu Yu

Keyword(s):

Time Series ◽

Data Transformation ◽

Transformation Method ◽

Time Series Model ◽

Fuzzy Time Series ◽

Model Based ◽

Intuitionistic Fuzzy

Download Full-text

A two-factors and multi-orders self-adaptive fuzzy time series model based on fuzzy logical relationships trees and particle swarm optimization

2017 3rd IEEE International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2017.8322993 ◽

2017 ◽

Author(s):

Xin Hao ◽

Yong Liu ◽

Xiongbiao Li ◽

Yuyan Zhang

Keyword(s):

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Time Series Model ◽

Fuzzy Time Series ◽

Swarm Optimization ◽

Adaptive Fuzzy ◽

Model Based ◽

Two Factors ◽

Download Full-text