Fuzzy time series and its models

Fuzzy Non-Homogeneous Markov Systems

Applied Intelligence

A fuzzy seasonal ARIMA model for forecasting

Fuzzy Sets and Systems - Information processing

Modeling temporal functions with granular regression and fuzzy rules

Fuzzy Sets and Systems - Information processing

Time-series prediction using adaptive neuro-fuzzy networks

International Journal of Systems Science

Pattern Discovery of Fuzzy Time Series for Financial Prediction

IEEE Transactions on Knowledge and Data Engineering

Analyzing the nonlinear time series of turbulent flows with kernel interval regression machine

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Temperature prediction and TAIFEX forecasting based on fuzzy logical relationships and genetic algorithms

Expert Systems with Applications: An International Journal

Temperature prediction and TAIFEX forecasting based on high-order fuzzy logical relationships and genetic simulated annealing techniques

Expert Systems with Applications: An International Journal

Deterministic fuzzy time series model for forecasting enrollments

Computers & Mathematics with Applications

A dynamic approach to adjusting lengths of intervals in fuzzy time series forecasting

Intelligent Data Analysis

Fuzzy time-series based on adaptive expectation model for TAIEX forecasting

Expert Systems with Applications: An International Journal

Multi-attribute fuzzy time series method based on fuzzy clustering

Expert Systems with Applications: An International Journal

A Fuzzy agent-based model for reduction of bullwhip effect in supply chain systems

Expert Systems with Applications: An International Journal

A bivariate fuzzy time series model to forecast the TAIEX

Expert Systems with Applications: An International Journal

Forecasting the number of outpatient visits using a new fuzzy time series based on weighted-transitional matrix

Expert Systems with Applications: An International Journal

A new hybrid artificial neural networks and fuzzy regression model for time series forecasting

Fuzzy Sets and Systems

Prediction of uncertain structural responses using fuzzy time series

Computers and Structures

A SIMPLE TIME VARIANT METHOD FOR FUZZY TIME SERIES FORECASTING

Cybernetics and Systems

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

Data & Knowledge Engineering

The effects of fuzzy forecasting models on supply chain performance

FS'08 Proceedings of the 9th WSEAS International Conference on Fuzzy Systems

Fuzzy forecasting applications on supply chains

WSEAS TRANSACTIONS on SYSTEMS

A FCM-based deterministic forecasting model for fuzzy time series

Computers & Mathematics with Applications

A computational method of forecasting based on fuzzy time series

Mathematics and Computers in Simulation

Forecasting innovation diffusion of products using trend-weighted fuzzy time-series model

Expert Systems with Applications: An International Journal

Temperature prediction and TAIFEX forecasting based on automatic clustering techniques and two-factors high-order fuzzy time series

Expert Systems with Applications: An International Journal

Mining fuzzy frequent trends from time series

Expert Systems with Applications: An International Journal

Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs)

Neurocomputing

Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations

Expert Systems with Applications: An International Journal

An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization

Expert Systems with Applications: An International Journal

A new approach for determining the length of intervals for fuzzy time series

Applied Soft Computing

A distance-based fuzzy time series model for exchange rates forecasting

Expert Systems with Applications: An International Journal

A hybrid multi-order fuzzy time series for forecasting stock markets

Expert Systems with Applications: An International Journal

A new hybrid approach based on SARIMA and partial high order bivariate fuzzy time series forecasting model

Expert Systems with Applications: An International Journal

AN ENHANCED DETERMINISTIC FUZZY TIME SERIES FORECASTING MODEL

Cybernetics and Systems

Improved time-variant fuzzy time series forecast

Fuzzy Optimization and Decision Making

An integrated fuzzy time series forecasting system

Expert Systems with Applications: An International Journal

A new approach based on artificial neural networks for high order multivariate fuzzy time series

Expert Systems with Applications: An International Journal

A computational method of forecasting based on high-order fuzzy time series

Expert Systems with Applications: An International Journal

Forecasting enrollments using automatic clustering techniques and fuzzy logical relationships

Expert Systems with Applications: An International Journal

Application of fuzzy time series models for forecasting the amount of Taiwan export

Expert Systems with Applications: An International Journal

Forecasting TAIFEX based on fuzzy time series and particle swarm optimization

Expert Systems with Applications: An International Journal

TAIFEX and KOSPI 200 forecasting based on two-factors high-order fuzzy time series and particle swarm optimization

Expert Systems with Applications: An International Journal

Fuzzy relation analysis in fuzzy time series model

Computers & Mathematics with Applications

Temperature prediction and TAIFEX forecasting based on fuzzy relationships and MTPSO techniques

Expert Systems with Applications: An International Journal

A neural network-based fuzzy time series model to improve forecasting

Expert Systems with Applications: An International Journal

Adaptive-expectation based multi-attribute FTS model for forecasting TAIEX

Computers & Mathematics with Applications

A note on fuzzy time-series model

Fuzzy Sets and Systems

A new method to forecast the TAIEX based on fuzzy time series

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

A new method for forecasting the TAIEX based on high-order fuzzy logical relationships

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Finding an optimal interval length in high order fuzzy time series

Expert Systems with Applications: An International Journal

A fuzzy integrated logical forecasting model for dry bulk shipping index forecasting: An improved fuzzy time series approach

Expert Systems with Applications: An International Journal

Cardinality-based fuzzy time series for forecasting enrollments

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

Deterministic vector long-term forecasting for fuzzy time series

Fuzzy Sets and Systems

Choosing the appropriate order in fuzzy time series: A new N-factor fuzzy time series for prediction of the auto industry production

Expert Systems with Applications: An International Journal

An improved fuzzy forecasting method for seasonal time series

Expert Systems with Applications: An International Journal

An application of fuzzy time series to improve ISE forecasting

WSEAS Transactions on Mathematics

An adaptive ordered fuzzy time series with application to FOREX

Expert Systems with Applications: An International Journal

Fuzzy time series-based trajectory estimation of a moving object

NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems

A fuzzy prediction based trajectory estimation

WSEAS TRANSACTIONS on SYSTEMS

A stochastic HMM-based forecasting model for fuzzy time series

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Fuzzy forecasting based on fuzzy-trend logical relationship groups

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

A heuristic time-invariant model for fuzzy time series forecasting

Expert Systems with Applications: An International Journal

Forecasting tourism demand based on improved fuzzy time series model

ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part I

Weighted fuzzy time series forecasting model

ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part I

Forecasting stock market based on price trend and variation pattern

ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part I

Original articles: A high order fuzzy time series forecasting model based on adaptive expectation and artificial neural networks

Mathematics and Computers in Simulation

Forecast Combination by Using Artificial Neural Networks

Neural Processing Letters

Adaptive time-variant models for fuzzy-time-series forecasting

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Handling forecasting problems based on high-order fuzzy logical relationships

Expert Systems with Applications: An International Journal

Forecasting TAIEX using improved type 2 fuzzy time series

Expert Systems with Applications: An International Journal

A new approach based on the optimization of the length of intervals in fuzzy time series

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

A comparison study of performance measures and length of intervals in fuzzy time series by neural networks

ICOSSSE '09 Proceedings of the 8th WSEAS international conference on System science and simulation in engineering

A new piecewise fuzzy exponential smoothing model based on some change-points

Expert Systems with Applications: An International Journal

A vector forecasting model for fuzzy time series

Applied Soft Computing

Wavelet-based multi-resolution analysis and artificial neural networks for forecasting temperature and thermal power consumption

Engineering Applications of Artificial Intelligence

TAIEX forecasting based on fuzzy time series and the automatically generated weights of defuzzified forecasted fuzzy variations of multiple-factors

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II

A hybrid forecasting model for enrollments based on aggregated fuzzy time series and particle swarm optimization

Expert Systems with Applications: An International Journal

Piecewise cloud approximation for time series mining

Knowledge-Based Systems

Fuzzy time series forecasting method based on Gustafson-Kessel fuzzy clustering

Expert Systems with Applications: An International Journal

A generalized method for forecasting based on fuzzy time series

Expert Systems with Applications: An International Journal

Multivariate fuzzy forecasting based on fuzzy time series and automatic clustering techniques

Expert Systems with Applications: An International Journal

The adaptive fuzzy time series model with an application to Taiwan's tourism demand

Expert Systems with Applications: An International Journal

A comparison study between fuzzy time series model and ARIMA model for forecasting Taiwan export

Expert Systems with Applications: An International Journal

Extracting fuzzy relations in fuzzy time series model based on approximation concepts

Expert Systems with Applications: An International Journal

A hidden Markov model-based forecasting model for fuzzy time series

ICS'06 Proceedings of the 10th WSEAS international conference on Systems

Trend-weighted fuzzy time-series model for TAIEX forecasting

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

A linguistic approach to time series modeling with the help of F-transform

Fuzzy Sets and Systems

Time series processing and forecasting using soft computing tools

RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing

Forecasting stock price based on fuzzy time-series with entropy-based discretization partitioning

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II

Forecasting neural network-based fuzzy time series with different neural network models

GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation

Fuzzy data mining for time-series data

Applied Soft Computing

A multivariate model of fuzzy integrated logical forecasting method (M-FILF) and multiplicative time series clustering: A model of time-varying volatility for dry cargo freight market

Expert Systems with Applications: An International Journal

Fuzzy time series prediction method based on fuzzy recurrent neural network

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II

A new trend heuristic time-variant fuzzy time series method for forecasting enrollments

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences

Fuzzy based trend mapping and forecasting for time series data

Expert Systems with Applications: An International Journal

Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees

Expert Systems with Applications: An International Journal

The optimal interval partition and second-factor fuzzy set bi on the impacts of fuzzy time series forecasting

WSEAS Transactions on Circuits and Systems

Fuzzy time series model incorporating predictor variables and interval partition

WSEAS Transactions on Mathematics

A hybrid genetic algorithm and particle swarm optimization based fuzzy times series model for TAIFEX and KSE-100 forecasting

BICA'12 Proceedings of the 5th WSEAS congress on Applied Computing conference, and Proceedings of the 1st international conference on Biologically Inspired Computation

Fuzzy forecasting based on high-order fuzzy logical relationships and automatic clustering techniques

Expert Systems with Applications: An International Journal

Partitions based computational method for high-order fuzzy time series forecasting

Expert Systems with Applications: An International Journal

A new time invariant fuzzy time series forecasting method based on particle swarm optimization

Applied Soft Computing

A new time-invariant fuzzy time series forecasting method based on genetic algorithm

Advances in Fuzzy Systems - Special issue on Fuzzy Function, Relations, and Fuzzy Transforms (2012)

Using multiplicative neuron model to establish fuzzy logic relationships

Expert Systems with Applications: An International Journal

Fuzzy time series forecasting with a novel hybrid approach combining fuzzy c-means and neural networks

Expert Systems with Applications: An International Journal

Revenue forecasting using a least-squares support vector regression model in a fuzzy environment

Information Sciences: an International Journal

Applications of axiomatic fuzzy sets theory on fuzzy time series forecasting

International Journal of Systems, Control and Communications

Forecasting the TAIEX based on fuzzy time series, PSO techniques and support vector machines

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I

High-order fuzzy-neuro expert system for time series forecasting

Knowledge-Based Systems

TAIEX forecasting based on fuzzy time series, particle swarm optimization techniques and support vector machines

Information Sciences: an International Journal

An efficient time series forecasting model based on fuzzy time series

Engineering Applications of Artificial Intelligence

Online fuzzy time series analysis based on entropy discretization and a Fast Fourier Transform

Applied Soft Computing

Water leakage forecasting: the application of a modified fuzzy evolving algorithm

Applied Soft Computing

A unified approach to asymptotic behaviors for the autoregressive model with fuzzy data

Information Sciences: an International Journal

Determination of temporal information granules to improve forecasting in fuzzy time series

Expert Systems with Applications: An International Journal

The modeling of time series based on fuzzy information granules

Expert Systems with Applications: An International Journal

Forecasting stock index price based on M-factors fuzzy time series and particle swarm optimization

International Journal of Approximate Reasoning

A multi-agent solution for reduction of bullwhip effect in fuzzy supply chains

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Two new time-variant methods for fuzzy time series forecasting

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Introducing polynomial fuzzy time series

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

A high order seasonal fuzzy time series model and application to international tourism demand of Turkey

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Fuzzy artificial neural network p, d, q model for incomplete financial time series forecasting

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

A new method for short multivariate fuzzy time series based on genetic algorithm and fuzzy clustering

Advances in Fuzzy Systems