Mehdi Khashei

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Classification Method

Financial Time Series

Support Vector Machine

Top Venues

Eng. Appl. Artif. Intell.

Neural Process. Lett.

Comput. Ind. Eng.

Publications

Zahra Hajirahimi, Mehdi Khashei, Negar Bakhtiarvand
A linear directional optimum weighting (LDOW) approach for parallel hybridization of classifiers. Appl. Soft Comput. 161 (2024)
Fatemeh Chahkoutahi, Mehdi Khashei
Influence of cost/loss functions on classification rate: A comparative study across diverse classifiers and domains. Eng. Appl. Artif. Intell. 128 (2024)
Mehdi Khashei, Sepideh Etemadi, Negar Bakhtiarvand
A New Discrete Learning-Based Logistic Regression Classifier for Bankruptcy Prediction. Wirel. Pers. Commun. 134 (2) (2024)
Marzieh Soltani, Mehdi Khashei, Negar Bakhtiarvand
A Novel Discrete Deep Learning-Based Cancer Classification Methodology. Cogn. Comput. 16 (3) (2024)
Mehdi Khashei, Negar Bakhtiarvand
Discrete learning-based intelligent methodology for heart disease diagnosis. Biomed. Signal Process. Control. 84 (2023)
Zahra Hajirahimi, Mehdi Khashei
Weighting Approaches in Data Mining and Knowledge Discovery: A Review. Neural Process. Lett. 55 (8) (2023)
Mehdi Khashei, Fateme Yazdani, Negar Bakhtiarvand
Stock turning points classification using a novel discrete learning-based methodology. Soft Comput. 27 (13) (2023)
Mehdi Khashei, Sepideh Etemadi, Negar Bakhtiarvand
A Comparative Study of Discrete Direction vs. Continuous Distance-Based Cost Function in Energy Classification. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Mehdi Khashei, Negar Bakhtiarvand
A discrete intelligent classification methodology. J. Ambient Intell. Humaniz. Comput. 14 (3) (2023)
Mehdi Khashei, Negar Bakhtiarvand
A novel discrete learning-based intelligent methodology for breast cancer classification purposes. Artif. Intell. Medicine 139 (2023)
Zahra Hajirahimi, Mehdi Khashei
An Optimal Hybrid Bi-Component Series-Parallel Structure for Time Series Forecasting. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Sepideh Etemadi, Mehdi Khashei, Saba Tamizi
Etemadi reliability-based multi-layer perceptrons for classification and forecasting. Inf. Sci. 651 (2023)
Mehdi Khashei, Erfan Nazgouei, Negar Bakhtiarvand
Intelligent Discrete Deep Learning Based Classification Methodology in Chemometrics. J. Chem. Inf. Model. 63 (7) (2023)
Zahra Hajirahimi, Mehdi Khashei
Hybridization of hybrid structures for time series forecasting: a review. Artif. Intell. Rev. 56 (2) (2023)
Negar Bakhtiarvand, Mehdi Khashei, Mehdi Mahnam, Somayeh Hajiahmadi
A novel reliability-based regression model to analyze and forecast the severity of COVID-19 patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Saba Tamizi, Mehdi Bijari, Mehdi Khashei
Analysis of effective factors on gas leakage of polyethylene pipes for the intelligent forecasting of leakage degree. Iran J. Comput. Sci. 5 (4) (2022)
Zahra Hajirahimi, Mehdi Khashei
Sequence in Hybridization of Statistical and Intelligent Models in Time Series Forecasting. Neural Process. Lett. 54 (5) (2022)
Zahra Hajirahimi, Mehdi Khashei
A Novel Parallel Hybrid Model Based on Series Hybrid Models of ARIMA and ANN Models. Neural Process. Lett. 54 (3) (2022)
Sepideh Etemadi, Mehdi Khashei
Accuracy versus reliability-based modelling approaches for medical decision making. Comput. Biol. Medicine 141 (2022)
Mehdi Khashei, Fatemeh Chahkoutahi
A comprehensive low-risk and cost parallel hybrid method for electricity load forecasting. Comput. Ind. Eng. 155 (2021)
Mehrnaz Ahmadi, Mehdi Khashei
Current status of hybrid structures in wind forecasting. Eng. Appl. Artif. Intell. 99 (2021)
Zahra Hajirahimi, Mehdi Khashei
Parallel hybridization of series (PHOS) models for time series forecasting. Soft Comput. 25 (1) (2021)
Mehrnaz Ahmadi, Mehdi Khashei
Generalized support vector machines (GSVMs) model for real-world time series forecasting. Soft Comput. 25 (22) (2021)
Mehdi Khashei, Zahra Hajirahimi
A comparative study of series arima/mlp hybrid models for stock price forecasting. Commun. Stat. Simul. Comput. 48 (9) (2019)
Pegah Amini, Mehdi Khashei
A soft intelligent allocation-based hybrid model for uncertain complex time series forecasting. Appl. Soft Comput. 84 (2019)
Zahra Hajirahimi, Mehdi Khashei
Hybrid structures in time series modeling and forecasting: A review. Eng. Appl. Artif. Intell. 86 (2019)
Zahra Haji Rahimi, Mehdi Khashei
A least squares-based parallel hybridization of statistical and intelligent models for time series forecasting. Comput. Ind. Eng. 118 (2018)
Mehdi Khashei
Learning speed of supervised neural networks as similarity measurement in unsupervised cluster analysis. Intell. Data Anal. 21 (4) (2017)
Mehdi Khashei, Mehdi Bijari
Fuzzy artificial neural network (p, d, q) model for incomplete financial time series forecasting. J. Intell. Fuzzy Syst. 26 (2) (2014)
Mehdi Khashei, Farimah Mokhatab Rafiei, Mehdi Bijari
Hybrid Fuzzy Auto-Regressive Integrated Moving Average (FARIMAH) Model for Forecasting the Foreign Exchange Markets. Int. J. Comput. Intell. Syst. 6 (5) (2013)
Mehdi Khashei, Mohammad Taghi Rezvan, Ali Zeinal Hamadani, Mehdi Bijari
A bi-level neural-based fuzzy classification approach for credit scoring problems. Complex. 18 (6) (2013)
Mehdi Khashei, Ali Zeinal Hamadani, Mehdi Bijari
A fuzzy intelligent approach to the classification problem in gene expression data analysis. Knowl. Based Syst. 27 (2012)
Mehdi Khashei, Mehdi Bijari, Seyed Reza Hejazi
Combining seasonal ARIMA models with computational intelligence techniques for time series forecasting. Soft Comput. 16 (6) (2012)
Mehdi Khashei, Mehdi Bijari
A new class of hybrid models for time series forecasting. Expert Syst. Appl. 39 (4) (2012)
Mehdi Khashei, Ali Zeinal Hamadani, Mehdi Bijari
A novel hybrid classification model of artificial neural networks and multiple linear regression models. Expert Syst. Appl. 39 (3) (2012)
Mehdi Khashei, Mehdi Bijari, Gholam Ali Raissi Ardali
Hybridization of autoregressive integrated moving average (ARIMA) with probabilistic neural networks (PNNs). Comput. Ind. Eng. 63 (1) (2012)
Mehdi Khashei, Mehdi Bijari
Hybridization of the probabilistic neural networks with feed-forward neural networks for forecasting. Eng. Appl. Artif. Intell. 25 (6) (2012)
Mehdi Khashei, Mehdi Bijari
A novel hybridization of artificial neural networks and ARIMA models for time series forecasting. Appl. Soft Comput. 11 (2) (2011)
Mehdi Khashei, Mehdi Bijari
An artificial neural network (p, d, q) model for timeseries forecasting. Expert Syst. Appl. 37 (1) (2010)
Mehdi Khashei, Mehdi Bijari, Gholam Ali Raissi Ardali
Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs). Neurocomputing 72 (4-6) (2009)
Mehdi Khashei, Seyed Reza Hejazi, Mehdi Bijari
A new hybrid artificial neural networks and fuzzy regression model for time series forecasting. Fuzzy Sets Syst. 159 (7) (2008)