Shahrokh Asadi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 23

Top Topics

Training Dataset

Ensemble Learning

Swarm Optimization

Imbalanced Data

Top Venues

Knowl. Based Syst.

J. Biomed. Informatics

Publications

Marzieh Hajizadeh Tahan, Mohammad Ghasemzadeh, Shahrokh Asadi
Development of Fully Convolutional Neural Networks Based on Discretization in Time Series Classification. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Marzieh Hajizadeh Tahan, Mohammad Ghasemzadeh, Shahrokh Asadi
A Novel Embedded Discretization-Based Deep Learning Architecture for Multivariate Time Series Classification. IEEE Trans. Ind. Informatics 19 (4) (2023)
Soheila Nikpour, Shahrokh Asadi
A dynamic hierarchical incremental learning-based supervised clustering for data stream with considering concept drift. J. Ambient Intell. Humaniz. Comput. 13 (6) (2022)
Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler
Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. 158 (2022)
Shahrokh Asadi, Seyed Ehsan Roshan
A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging. Knowl. Based Syst. 213 (2021)
Shahrokh Asadi, Seyed Ehsan Roshan, Michael W. Kattan
Random forest swarm optimization-based for heart diseases diagnosis. J. Biomed. Informatics 115 (2021)
Seyed Ehsan Roshan, Shahrokh Asadi
Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization. Int. J. Mach. Learn. Cybern. 12 (6) (2021)
Zahra Donyavi, Shahrokh Asadi
Diverse training dataset generation based on a multi-objective optimization for semi-Supervised classification. Pattern Recognit. 108 (2020)
Seyed Ehsan Roshan, Shahrokh Asadi
Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization. Eng. Appl. Artif. Intell. 87 (2020)
Zahra Donyavi, Shahrokh Asadi
Using decomposition-based multi-objective evolutionary algorithm as synthetic example optimization for self-labeling. Swarm Evol. Comput. 58 (2020)
Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, Khabat Khosravi, Binh Thai Pham, Baharin Bin Ahmad, Dieu Tien Bui
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping. Eng. Appl. Artif. Intell. 96 (2020)
Somayeh Ronoud, Shahrokh Asadi
An evolutionary deep belief network extreme learning-based for breast cancer diagnosis. Soft Comput. 23 (24) (2019)
Sara Fotouhi, Shahrokh Asadi, Michael W. Kattan
A comprehensive data level analysis for cancer diagnosis on imbalanced data. J. Biomed. Informatics 90 (2019)
Shahrokh Asadi
Evolutionary fuzzification of RIPPER for regression: Case study of stock prediction. Neurocomputing 331 (2019)
Saman Sadeghyan, Shahrokh Asadi
MS-BACO: A new Model Selection algorithm using Binary Ant Colony Optimization for neural complexity and error reduction. CoRR (2018)
Marzieh Hajizadeh Tahan, Shahrokh Asadi
MEMOD: a novel multivariate evolutionary multi-objective discretization. Soft Comput. 22 (1) (2018)
Peyman Abbaszadeh, Atieh Alipour, Shahrokh Asadi
Development of a coupled wavelet transform and evolutionary Levenberg-Marquardt neural networks for hydrological process modeling. Comput. Intell. 34 (1) (2018)
Marzieh Hajizadeh Tahan, Shahrokh Asadi
EMDID: Evolutionary multi-objective discretization for imbalanced datasets. Inf. Sci. 432 (2018)
Shahrokh Asadi, Jamal Shahrabi
Complexity-based parallel rule induction for multiclass classification. Inf. Sci. 380 (2017)
Fatemeh Mansourypoor, Shahrokh Asadi
Development of a Reinforcement Learning-based Evolutionary Fuzzy Rule-Based System for diabetes diagnosis. Comput. Biol. Medicine 91 (2017)
S. M. R. Kazemi, Esmaeil Hadavandi, Shahaboddin Shamshirband, Shahrokh Asadi
A novel evolutionary-negative correlated mixture of experts model in tourism demand estimation. Comput. Hum. Behav. 64 (2016)
Shahrokh Asadi, Jamal Shahrabi
RipMC: RIPPER for Multiclass Classification. Neurocomputing 191 (2016)
Shahrokh Asadi, Jamal Shahrabi
ACORI: a novel ACO algorithm for rule induction. Knowl. Based Syst. 97 (2016)
Shahrokh Asadi, Jamal Shahrabi, Peyman Abbaszadeh, Shabnam Tabanmehr
A new hybrid artificial neural networks for rainfall-runoff process modeling. Neurocomputing 121 (2013)
Jamal Shahrabi, Esmaeil Hadavandi, Shahrokh Asadi
Developing a hybrid intelligent model for forecasting problems: Case study of tourism demand time series. Knowl. Based Syst. 43 (2013)
Shahrokh Asadi, Esmaeil Hadavandi, Farhad Mehmanpazir, Mohammad Masoud Nakhostin
Hybridization of evolutionary Levenberg-Marquardt neural networks and data pre-processing for stock market prediction. Knowl. Based Syst. 35 (2012)
Shahrokh Asadi, Akbar Tavakoli, Seyed Reza Hejazi
A new hybrid for improvement of auto-regressive integrated moving average models applying particle swarm optimization. Expert Syst. Appl. 39 (5) (2012)