Shahrokh Asadi

Amirkabir University of Technology

24H指数

36论文数

2.1K被引数

收录论文 25

发表时间

From vectors to knowledge graphs: A comprehensive analysis of modern retrieval-augmented generation architectures 从向量到知识图谱：现代检索增强生成架构的全面分析

Computer Science Review

IF12.7

2026-02-11

PREAI

Amir Abbas Kamalipour; Shahrokh Asadi; Mohammad Mahyar Amiri Chimeh

Enhancing Cardiovascular Disease Diagnosis: The Power of Optimized Ensemble Learning

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Yazdi, Fatemeh; Asadi, Shahrokh

A Novel Embedded Discretization-Based Deep Learning Architecture for Multivariate Time Series Classification 一种新的基于嵌入式离散化的多变量时间序列分类深度学习架构

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-04-01

PREAI

Tahan, Marzieh Hajizadeh; Ghasemzadeh, Mohammad; Asadi, Shahrokh

Face spoofing detection ensemble via multistage optimisation and pruning

PATTERN RECOGNITION LETTERS

IF3.3

2022-06-01

PREAI

Fatemifar, Soroush; Asadi, Shahrokh; Awais, Muhammad; Akbari, Ali; Kittler, Josef

Development of Fully Convolutional Neural Networks Based on Discretization in Time Series Classification

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-01-01

PREAI

Tahan, Marzieh Hajizadeh; Ghasemzadeh, Mohammad; Asadi, Shahrokh

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

GEOSCIENCE FRONTIERS

IF8.9

2021-05-01

100

OAAI

Shahabi, Himan; Shirzadi, Ataollah; Ronoud, Somayeh; Asadi, Shahrokh; Binh Thai Pham; Mansouripour, Fatemeh; Geertsema, Marten; Clague, John J.; Dieu Tien Bui

Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization 基于密度峰值分解的进化多目标优化集成学习分类的开发

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2021-04-07

PREAI

Roshan, SeyedEhsan; Asadi, Shahrokh

Random forest swarm optimization-based for heart diseases diagnosis

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2021-03-01

PREAI

Asadi, Shahrokh; Roshan, SeyedEhsan; Kattan, Michael W.

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-02-01

PREAI

Asadi, Shahrokh; Roshan, Seyed Ehsan

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

JOURNAL OF HYDROLOGY

IF6.3

2021-01-01

PREAI

Binh Thai Pham; Chinh Luu; Tran Van Phong; Phan Trong Trinh; Shirzadi, Ataollah; Renoud, Somayeh; Asadi, Shahrokh; Hiep Van Le; von Meding, Jason; Clague, John J.

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

PATTERN RECOGNITION

IF7.6

2020-12-01

PREAI

Donyavi, Zahra; Asadi, Shahrokh

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

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2020-11-01

PREAI

Donyavi, Zahra; Asadi, Shahrokh