Hybrid structures in time series modeling and forecasting: A review Z Hajirahimi, M Khashei Engineering Applications of Artificial Intelligence 86, 83-106, 2019 | 243 | 2019 |
A comparative study of series arima/mlp hybrid models for stock price forecasting M Khashei, Z Hajirahimi Communications in Statistics-Simulation and Computation 48 (9), 2625-2640, 2019 | 117 | 2019 |
Hybridization of hybrid structures for time series forecasting: A review Z Hajirahimi, M Khashei Artificial Intelligence Review 56 (2), 1201-1261, 2023 | 69 | 2023 |
Performance evaluation of series and parallel strategies for financial time series forecasting M Khashei, Z Hajirahimi Financial Innovation 3, 1-24, 2017 | 52 | 2017 |
A least squares-based parallel hybridization of statistical and intelligent models for time series forecasting ZH Rahimi, M Khashei Computers & Industrial Engineering 118, 44-53, 2018 | 49 | 2018 |
Weighted sequential hybrid approaches for time series forecasting Z Hajirahimi, M Khashei Physica A: Statistical Mechanics and its Applications 531, 121717, 2019 | 22 | 2019 |
A novel parallel hybrid model based on series hybrid models of ARIMA and ANN models Z Hajirahimi, M Khashei Neural Processing Letters 54 (3), 2319-2337, 2022 | 18 | 2022 |
Sequence in hybridization of statistical and intelligent models in time series forecasting Z Hajirahimi, M Khashei Neural Processing Letters 54 (5), 3619-3639, 2022 | 17 | 2022 |
Principal component-based hybrid model for time series forecasting Z Hajirahimi, M Khashei, AZ Hamadani International Journal of Information Technology 15 (6), 3045-3053, 2023 | 11 | 2023 |
An optimal hybrid bi-component series-parallel structure for time series forecasting Z Hajirahimi, M Khashei IEEE Transactions on Knowledge and Data Engineering 35 (11), 11067-11078, 2023 | 11 | 2023 |
An enhanced neural-based bi-component hybrid model for foreign exchange rate forecasting M Khashei, S Torbat, ZH Rahimi Turkish Journal of Forecasting 1 (1), 16-29, 2017 | 10 | 2017 |
Weighted MLP-ARIMA series hybrid model for time series forecasting Z Hajirahimi, M Khashei Journal of Industrial Engineering and Management Studies 7 (2), 187-201, 2020 | 9 | 2020 |
Parallel hybridization of series (PHOS) models for time series forecasting Z Hajirahimi, M Khashei Soft Computing 25, 659-672, 2021 | 8 | 2021 |
Improving the performance of financial forecasting using different combination architectures of ARIMA and ANN models Z Hajirahimi, M Khashei Journal of Industrial Engineering and Management Studies 3 (2), 17-32, 2016 | 7 | 2016 |
Performance evaluation of series and parallel strategies for financial time series forecasting. Financial Innovation, 3 (1), 24 M Khashei, Z Hajirahimi | 6 | 2017 |
A novel class of reliability-based parallel hybridization (RPH) models for time series forecasting Z Hajirahimi, M Khashei, S Etemadi Chaos, Solitons & Fractals 156, 111880, 2022 | 5 | 2022 |
Weighting approaches in data mining and knowledge discovery: A review Z Hajirahimi, M Khashei Neural Processing Letters 55 (8), 10393-10438, 2023 | 4 | 2023 |
Series Hybridization of Parallel (SHOP) models for time series forecasting Z Hajirahimi, M Khashei Physica A: Statistical Mechanics and its Applications 596, 127173, 2022 | 3 | 2022 |
A linear directional optimum weighting (LDOW) approach for parallel hybridization of classifiers Z Hajirahimi, M Khashei, N Bakhtiarvand Applied Soft Computing 161, 111754, 2024 | | 2024 |
A game theoretic approach for novel pricing mechanism in a duopolistic supply chain considering price shock, market forecasting, customer behavior, and tax deduction policy Z Hajirahimi Journal of Industrial Engineering and Management Studies 11 (1), 140-155, 2024 | | 2024 |