Shahrokh Asadi

Shahrokh Asadi

University of Tehran

H-index: 23

Asia-Iran

About Shahrokh Asadi

Shahrokh Asadi, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Tehran, specializes in the field of Data Analytics, Data Mining, Business Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Development of fully convolutional neural networks based on discretization in time series classification

A novel embedded discretization-based deep learning architecture for multivariate time series classification

A dynamic hierarchical incremental learning-based supervised clustering for data stream with considering concept drift

Face spoofing detection ensemble via multistage optimisation and pruning

Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization

Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

Random forest swarm optimization-based for heart diseases diagnosis

A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging

Shahrokh Asadi Information

University

Position

Assistant Professor at

Citations(all)

1783

Citations(since 2020)

1383

Cited By

845

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

University of Tehran

Google Scholar

View Google Scholar Profile

Shahrokh Asadi Skills & Research Interests

Data Analytics

Data Mining

Business Analytics

Top articles of Shahrokh Asadi

Title

Journal

Author(s)

Publication Date

Development of fully convolutional neural networks based on discretization in time series classification

IEEE Transactions on Knowledge and Data Engineering

Marzieh Hajizadeh Tahan

Mohammad Ghasemzadeh

Shahrokh Asadi

2022/5/26

A novel embedded discretization-based deep learning architecture for multivariate time series classification

IEEE Transactions on Industrial Informatics

Marzieh Hajizadeh Tahan

Mohammad Ghasemzadeh

Shahrokh Asadi

2023/2/1

A dynamic hierarchical incremental learning-based supervised clustering for data stream with considering concept drift

Journal of Ambient Intelligence and Humanized Computing

Soheila Nikpour

Shahrokh Asadi

2022/6

Face spoofing detection ensemble via multistage optimisation and pruning

Pattern recognition letters

Soroush Fatemifar

Shahrokh Asadi

Muhammad Awais

Ali Akbari

Josef Kittler

2022/6/1

Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization

International Journal of Machine Learning and Cybernetics

SeyedEhsan Roshan

Shahrokh Asadi

2021

Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

Geoscience Frontiers

Himan Shahabi

Ataollah Shirzadi

Somayeh Ronoud

Shahrokh Asadi

Binh Thai Pham

...

2021/5/1

Random forest swarm optimization-based for heart diseases diagnosis

Journal of Biomedical Informatics

Shahrokh Asadi

Ehsan Roshan

Michael W Kattan

2021/3

A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging

Knowledge-Based Systems

Shahrokh Asadi

Seyed Ehsan Roshan

2021

Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?

Journal of Hydrology

Binh Thai Pham

Chinh Luu

Tran Van Phong

Phan Trong Trinh

Ataollah Shirzadi

...

2021/1

Diverse training dataset generation based on a multi-objective optimization for semi-supervised classification

Pattern Recognition

Zahra Donyavi

Shahrokh Asadi

2020/12/1

A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping

Engineering Applications of Artificial Intelligence

Ataollah Shirzadi

Shahrokh Asadi

Himan Shahabi

Somayeh Ronoud

John J Clague

...

2020/11/1

Using decomposition-based multi-objective evolutionary algorithm as synthetic example optimization for self-labeling

Swarm and Evolutionary Computation

Zahra Donyavi

Shahrokh Asadi

2020/11/1

Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization

Engineering Applications of Artificial Intelligence

Seyed Ehsan Roshan

Shahrokh Asadi

2020/1/1

See List of Professors in Shahrokh Asadi University(University of Tehran)