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1

A novel hybridization of artificial neural networks and ARIMA models for time series forecasting

Mehdi Khashei, Mehdi Bijari

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 799 KB

english, 2011

2

Making investment decisions in stock markets using a forecasting-Markowitz based decision-making approaches

Moeini Najafabadi, Zahra, Bijari, Mehdi, Khashei, Mehdi

Journal:

Journal of Modelling in Management

Year:

2019

File:

PDF, 149 KB

2019

3

An artificial neural network (p, d, q) model for timeseries forecasting

Mehdi Khashei, Mehdi Bijari

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 1.16 MB

english, 2010

4

A hybrid probabilistic fuzzy ARIMA model for consumption forecasting in commodity markets

Torbat, Sheida, Khashei, Mehdi, Bijari, Mehdi

Journal:

Economic Analysis and Policy

Year:

2018

Language:

english

File:

PDF, 421 KB

english, 2018

5

A comparative study of series arima/mlp hybrid models for stock price forecasting

Khashei, Mehdi, Hajirahimi, Zahra

Journal:

Communications in Statistics - Simulation and Computation

Year:

2018

Language:

english

File:

PDF, 1.38 MB

english, 2018

6

A Kalman filter-based hybridization model of statistical and intelligent approaches for exchange rate forecasting

Khashei, Mehdi, Mahdavi Sharif, Bahareh

Journal:

Journal of Modelling in Management

Year:

2020

File:

PDF, 723 KB

2020

7

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

Mehdi Khashei, Seyed Reza Hejazi, Mehdi Bijari

Journal:

Fuzzy Sets and Systems

Year:

2008

Language:

english

File:

PDF, 472 KB

english, 2008

8

Hybrid structures in time series modeling and forecasting: A review

Hajirahimi, Zahra, Khashei, Mehdi

Journal:

Engineering Applications of Artificial Intelligence

Year:

2019

File:

PDF, 1.47 MB

2019

9

Combining seasonal ARIMA models with computational intelligence techniques for time series forecasting

Khashei, Mehdi, Bijari, Mehdi, Hejazi, Seyed Reza

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2012

Language:

english

File:

PDF, 561 KB

english, 2012

10

A New Hybrid Methodology for Nonlinear Time Series Forecasting

Khashei, Mehdi, Bijari, Mehdi

Journal:

Modelling and Simulation in Engineering

Year:

2011

Language:

english

File:

PDF, 502 KB

english, 2011

11

Performance evaluation of series and parallel strategies for financial time series forecasting

Khashei, Mehdi, Hajirahimi, Zahra

Journal:

Financial Innovation

Year:

2017

Language:

english

File:

PDF, 2.24 MB

english, 2017

12

A least squares-based parallel hybridization of statistical and intelligent models for time series forecasting

Haji Rahimi, Zahra, Khashei, Mehdi

Journal:

Computers & Industrial Engineering

Year:

2018

Language:

english

File:

PDF, 1.01 MB

english, 2018

13

Performance evaluation of thermal power plants considering CO2 emission: A multistage PCA, Clustering, Game theory and Data Envelopment Analysis

Mahmoudi, Reza, Emrouznejad, Ali, Khosroshahi, Hossein, Khashei, Mehdi, Rajabi, Parisa

Journal:

Journal of Cleaner Production

Year:

2019

Language:

english

File:

PDF, 797 KB

english, 2019

14

Weighted sequential hybrid approaches for time series forecasting

Hajirahimi, Zahra, Khashei, Mehdi

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2019

Language:

english

File:

PDF, 1.15 MB

english, 2019

15

A soft intelligent allocation-based hybrid model for uncertain complex time series forecasting

Amini, Pegah, Khashei, Mehdi

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.56 MB

english, 2019

16

Hybridization of autoregressive integrated moving average (ARIMA) with probabilistic neural networks (PNNs)

Mehdi Khashei, Mehdi Bijari, Gholam Ali Raissi Ardali

Journal:

Computers & Industrial Engineering

Year:

2012

Language:

english

File:

PDF, 523 KB

english, 2012

17

A novel hybrid classification model of artificial neural networks and multiple linear regression models

Mehdi Khashei, Ali Zeinal Hamadani, Mehdi Bijari

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 721 KB

english, 2012

18

A new class of hybrid models for time series forecasting

Mehdi Khashei, Mehdi Bijari

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.11 MB

english, 2012

19

A fuzzy intelligent approach to the classification problem in gene expression data analysis

Mehdi Khashei, Ali Zeinal Hamadani, Mehdi Bijari

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 469 KB

english, 2012

20

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

Mehdi Khashei, Mehdi Bijari, Gholam Ali Raissi Ardali

Journal:

Year:

2009

Language:

english

File:

PDF, 642 KB

english, 2009

21

Hybridization of the probabilistic neural networks with feed-forward neural networks for forecasting

Khashei, Mehdi, Bijari, Mehdi

Journal:

Engineering Applications of Artificial Intelligence

Year:

2012

Language:

english

File:

PDF, 1.21 MB

english, 2012

22

Hybrid Fuzzy Auto-Regressive Integrated Moving Average (FARIMAH) Model for Forecasting the Foreign Exchange Markets

Khashei, Mehdi, Rafiei, Farimah Mokhatab, Bijari, Mehdi

Journal:

International Journal of Computational Intelligence Systems

Year:

2013

Language:

english

File:

PDF, 810 KB

english, 2013

23

A bi-level neural-based fuzzy classification approach for credit scoring problems

Khashei, Mehdi, Rezvan, Mohammad Taghi, Hamadani, Ali Zeinal, Bijari, Mehdi

Journal:

Year:

2013

Language:

english

File:

PDF, 327 KB

english, 2013

24

Artificial and Hybrid Fuzzy Linear Neural Network-Based Estimation of Seed Oil Content of Safflower

Sabzalian, Mohammad R., Khashei, Mehdi, Ghaderian, Mostafa

Journal:

Journal of the American Oil Chemists' Society

Year:

2014

Language:

english

File:

PDF, 459 KB

english, 2014

25

A seasonal direct optimal hybrid model of computational intelligence and soft computing techniques for electricity load forecasting

Chahkoutahi, Fatemeh, Khashei, Mehdi

Journal:

Year:

2017

Language:

english

File:

PDF, 1.78 MB

english, 2017

26

Learning speed of supervised neural networks as similarity measurement in unsupervised cluster analysis

Journal:

Intelligent Data Analysis

Year:

2017

Language:

english

File:

PDF, 3.80 MB

english, 2017

27

Advanced Time Series Forecasting Methods

Egrioglu, Erol, Khashei, Mehdi, Aladag, Cagdas Hakan, Turksen, I. Burhan, Yolcu, Ufuk

Journal:

Mathematical Problems in Engineering

Year:

2015

Language:

english

File:

PDF, 1.80 MB

english, 2015

28

A Soft Intelligent Risk Evaluation Model for Credit Scoring Classification

Khashei, Mehdi, Mirahmadi, Akram

Journal:

International Journal of Financial Studies

Year:

2015

Language:

english

File:

PDF, 252 KB

english, 2015

29

Hybrid structures in time series modeling and forecasting: A review

Hajirahimi, Zahra, Khashei, Mehdi

Journal:

Engineering Applications of Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 1.47 MB

english, 2019

30

Sequence in Hybridization of Statistical and Intelligent Models in Time Series Forecasting

Hajirahimi, Zahra, Khashei, Mehdi

Journal:

Neural Processing Letters

Year:

2020

File:

PDF, 2.01 MB

2020

31

Parallel hybridization of series (PHOS) models for time series forecasting

Hajirahimi, Zahra, Khashei, Mehdi

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2020

File:

PDF, 1.45 MB

2020

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