Shahrokh Asadi

29 papers Journal 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From vectors to knowledge graphs: A comprehensive analysis of modern retrieval-augmented generation architectures. Comput. Sci. Rev. Amir Abbas Kamalipour, Shahrokh Asadi, Mohammad Mahyar Amiri Chimeh
2025	J	`jnl`	Enhancing Cardiovascular Disease Diagnosis: The Power of Optimized Ensemble Learning. IEEE Access Fatemeh Yazdi, Shahrokh Asadi
2023	J	`jnl`	A Novel Embedded Discretization-Based Deep Learning Architecture for Multivariate Time Series Classification. IEEE Trans. Ind. Informatics Marzieh Hajizadeh Tahan, Mohammad Ghasemzadeh, Shahrokh Asadi
2023	J	`jnl`	Development of Fully Convolutional Neural Networks Based on Discretization in Time Series Classification. IEEE Trans. Knowl. Data Eng. Marzieh Hajizadeh Tahan, Mohammad Ghasemzadeh, Shahrokh Asadi
2022	J	`jnl`	A dynamic hierarchical incremental learning-based supervised clustering for data stream with considering concept drift. J. Ambient Intell. Humaniz. Comput. Soheila Nikpour, Shahrokh Asadi
2022	J	`jnl`	Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler
2021	J	`jnl`	A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging. Knowl. Based Syst. Shahrokh Asadi, Seyed Ehsan Roshan
2021	J	`jnl`	Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization. Int. J. Mach. Learn. Cybern. Seyed Ehsan Roshan, Shahrokh Asadi
2021	J	`jnl`	Random forest swarm optimization-based for heart diseases diagnosis. J. Biomed. Informatics Shahrokh Asadi, Seyed Ehsan Roshan, Michael W. Kattan
2020	J	`jnl`	A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping. Eng. Appl. Artif. Intell. Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, Khabat Khosravi, Binh Thai Pham, Baharin Bin Ahmad, Dieu Tien Bui
2020	J	`jnl`	Diverse training dataset generation based on a multi-objective optimization for semi-Supervised classification. Pattern Recognit. Zahra Donyavi, Shahrokh Asadi
2020	J	`jnl`	Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization. Eng. Appl. Artif. Intell. Seyed Ehsan Roshan, Shahrokh Asadi
2020	J	`jnl`	Using decomposition-based multi-objective evolutionary algorithm as synthetic example optimization for self-labeling. Swarm Evol. Comput. Zahra Donyavi, Shahrokh Asadi
2019	J	`jnl`	A comprehensive data level analysis for cancer diagnosis on imbalanced data. J. Biomed. Informatics Sara Fotouhi, Shahrokh Asadi, Michael W. Kattan
2019	J	`jnl`	An evolutionary deep belief network extreme learning-based for breast cancer diagnosis. Soft Comput. Somayeh Ronoud, Shahrokh Asadi
2019	J	`jnl`	Evolutionary fuzzification of RIPPER for regression: Case study of stock prediction. Neurocomputing Shahrokh Asadi
2018	J	`jnl`	Development of a coupled wavelet transform and evolutionary Levenberg-Marquardt neural networks for hydrological process modeling. Comput. Intell. Peyman Abbaszadeh, Atieh Alipour, Shahrokh Asadi
2018	J	`jnl`	EMDID: Evolutionary multi-objective discretization for imbalanced datasets. Inf. Sci. Marzieh Hajizadeh Tahan, Shahrokh Asadi
2018	J	`jnl`	MEMOD: a novel multivariate evolutionary multi-objective discretization. Soft Comput. Marzieh Hajizadeh Tahan, Shahrokh Asadi
2018	J	`jnl`	MS-BACO: A new Model Selection algorithm using Binary Ant Colony Optimization for neural complexity and error reduction. CoRR Saman Sadeghyan, Shahrokh Asadi
2017	J	`jnl`	Complexity-based parallel rule induction for multiclass classification. Inf. Sci. Shahrokh Asadi, Jamal Shahrabi
2017	J	`jnl`	Development of a Reinforcement Learning-based Evolutionary Fuzzy Rule-Based System for diabetes diagnosis. Comput. Biol. Medicine Fatemeh Mansourypoor, Shahrokh Asadi
2016	J	`jnl`	A novel evolutionary-negative correlated mixture of experts model in tourism demand estimation. Comput. Hum. Behav. S. M. R. Kazemi, Esmaeil Hadavandi, Shahaboddin Shamshirband, Shahrokh Asadi
2016	J	`jnl`	ACORI: a novel ACO algorithm for rule induction. Knowl. Based Syst. Shahrokh Asadi, Jamal Shahrabi
2016	J	`jnl`	RipMC: RIPPER for Multiclass Classification. Neurocomputing Shahrokh Asadi, Jamal Shahrabi
2013	J	`jnl`	A new hybrid artificial neural networks for rainfall-runoff process modeling. Neurocomputing Shahrokh Asadi, Jamal Shahrabi, Peyman Abbaszadeh, Shabnam Tabanmehr
2013	J	`jnl`	Developing a hybrid intelligent model for forecasting problems: Case study of tourism demand time series. Knowl. Based Syst. Jamal Shahrabi, Esmaeil Hadavandi, Shahrokh Asadi
2012	J	`jnl`	A new hybrid for improvement of auto-regressive integrated moving average models applying particle swarm optimization. Expert Syst. Appl. Shahrokh Asadi, Akbar Tavakoli, Seyed Reza Hejazi
2012	J	`jnl`	Hybridization of evolutionary Levenberg-Marquardt neural networks and data pre-processing for stock market prediction. Knowl. Based Syst. Shahrokh Asadi, Esmaeil Hadavandi, Farhad Mehmanpazir, Mohammad Masoud Nakhostin