Nahideh Derakhshanfard - Publications, H-index & Citations

Nahideh Derakhshanfard

Islamic Azad University

8H指数

52论文数

178被引数

收录论文 27

发表时间

Human-centered design based on federated learning to optimize user experience on blockchain platforms 基于联邦学习的人本设计以优化区块链平台上的用户体验

Scientific Reports

IF3.9

2026-09-14

OAAI

Alireza Koshgizadeh; Nahideh DerakhshanFard; Asghar Mohammadian; Abbas Mirzaei; Ali Asghar Pour Haji Kazem; Neda Dadashkhani; Mehdi Hosseinzadeh

A framework for proactive QoE forecasting and sustainable resource management in vehicular edge networks using recurrent attention 车载边缘网络中基于循环注意力的前瞻性QoE预测和可持续资源管理的框架

Sustainable Computing-Informatics & Systems

IF5.7

2026-09-01

PREAI

Nouri-Moghaddam, Babak; Mohajer, Amin; Ebrahimifar, Nima; Abdollahi, Jafar; Derakhshanfard, Nahideh; Mirzaei, Abbas

A scalable distributed deep graph clustering framework via heterogeneity-aware graph neural networks and contrastive-prototypical learning 基于异质性感知图神经网络和对比原型学习的可扩展分布式深度图聚类框架

Scientific Reports

IF3.9

2026-08-26

OAAI

Nahideh Derakhshanfard; Ali Asghar Pour Haji Kazem; Neda Dadashkhani

A review of federated learning: architectures, challenges, and targeted solutions 联邦学习综述：架构、挑战及针对性解决方案

Cluster Computing-The Journal of Networks Software Tools and Applications

IF4.1

2026-08-21

OAAI

Mahdiyeh Velaei; Hosna Ghahramani; Ali Ghaffari; Nahideh Derakhshanfard

Scalable self-adaptive traffic management in urban networks using FRVRL for optimizing traffic rules and road configurations 利用FRVRL优化交通规则和道路配置的面向可扩展自适应性城市网络交通管理

Scientific Reports

IF3.9

2026-08-07

OAAI

Shayan Heydarnezhad; Nahideh DerakhshanFard; Abbas Mirzaei; Ali Asghar Pour Haji Kazem; Mehdi Hosseinzadeh

An intelligent framework for content storage optimization in dynamic IoT environment 动态物联网环境中内容存储优化的智能框架

Journal of Supercomputing

IF2.7

2026-08-03

PREAI

Helya Zeighami Alamdari; Nahideh Derakhshanfard; Abbas Mirzaei; Mehdi Hosseinzadeh

Optimized IoT clustering and assignment in semi-synchronous federated learning 半同步联邦学习中的优化物联网聚类与分配

Scientific Reports

IF3.9

2026-07-24

OAAI

Hadi Farajvand; Nahideh Derakhshanfard; Abbas Mirzaei; Ali Ghaffari; Ali Asghar Pour Haji Kazem

SBERT-HCube: A hypercube-based multimodal graph transformer for semantic behavior analysis in IoT networks SBERT-HCube：一种基于超立方体的多模态图Transformer，用于物联网网络中的语义行为分析

Knowledge-Based Systems

IF7.6

2026-07-01

PREAI

Abbasi, Mahsa; DerakhshanFard, Nahideh; Ghaffari, Ali

Efficient abnormal behavior detection in information-centric internet of things using SVM 基于SVM的信息中心物联网中高效异常行为检测

Scientific Reports

IF3.9

2026-05-28

OAAI

Nahideh Derakhshanfard; Tala Salimzadeh; Amir Mollanejad; Abbas Mirzaei; Ali Asghar Pour Haji Kazem; Neda Dadashkhani

A novel hybrid intelligent framework for intrusion detection in cloud computing using genetic algorithm–driven neural network optimization 一种基于遗传算法驱动的神经网络优化的云计算入侵检测新型混合智能框架

The Journal of Supercomputing

IF0

2026-04-08

PREAI

Rasoul Farahi; Nahideh Derakhshanfard; Ali Ghaffari; Abbas Mirzaei

AP-DQN: A novel approach for controller placement in software-defined networks using deep reinforcement learning AP-DQN：一种基于深度强化学习实现软件定义网络中控制器部署的新方法

Results in Engineering

IF7.9

2026-02-19

OAAI

Rasoul Farahi; Ali Ghaffari; Nahideh Derakhshanfard; Shiva Taghipoureivazi

DeepWK-MSTC: a novel approach for adaptive controller placement in software-defined networks via deep learning DeepWK-MSTC：一种基于深度学习的软件定义网络自适应控制器放置方法

The Journal of Supercomputing

IF0

2026-02-16

OAAI

Rasoul Farahi; Ali Ghaffari; Nahideh Derakhshanfard; Shiva Taghipoureivazi

MLP-GWO: A Novel Hybrid Intelligent Framework for Intrusion Detection in Cloud Computing using Grey Wolf Optimization-Driven Neural Network Optimization MLP-GWO：一种基于灰狼优化驱动的神经网络优化的云计算入侵检测新型混合智能框架

International Journal of Networked and Distributed Computing

IF0.5

2026-02-06

OAAI

Farahi, Rasoul; Kavian, Mohammad; Shirbeigi, Negar; Derakhshanfard, Nahideh

DEA-GAO: A Two-stage Approach Optimal Controller Placement in Software-defined Networks Using Data Envelopment Analysis DEA-GAO：一种基于数据包络分析（Data Envelopment Analysis）的软件定义网络中两阶段最优控制器部署方法

Computer Standards & Interfaces

IF3.1

2025-12-02

PREAI

Fatemeh Dashti; Ali Ghaffari; Nahideh Derakhshanfard; Shiva Taghipoureivazi

An Intelligent Framework for Energy Optimization in IoT Networks Using LSTM and Multi-Criteria Decision Making 基于LSTM和多准则决策的物联网网络能量优化智能框架

Sustainable Computing: Informatics and Systems

IF0

2025-11-04

PREAI

Nahideh Derakhshanfard; Hossein Heydari; Abbas Mirzaei; Aliasghar Pourhajikazem

Target Tracking in Internet of Things Using Reinforcement Learning 基于强化学习的物联网目标跟踪

Array

IF4.5

2025-10-20

OAAI

Ali Hashemian; Nahideh Derakhshanfard

Intelligent Decision Support System for Liver Disease Diagnosis with MLP Network Optimized by Genetic Algorithm 基于遗传算法优化的MLP网络的肝脏疾病诊断智能决策支持系统

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

IF3

2025-10-06

OAAI

Farahi, Rasoul; Derakhshanfard, Nahideh; Ghaffari, Ali

FICAD: federated learning-based clustering for IoT data aggregation FICAD：基于联邦学习的物联网数据聚合聚类

Cluster Computing

IF0

2025-09-19

PREAI

Darya AzharShokoufeh; Nahideh DerakhshanFard; Ali Ghaffari

An Adaptive Data Gathering Scheduler Based on Data Variance for Energy Efficiency in Mobile Social Networks 基于数据方差的自适应数据收集调度器，用于移动社交网络中的能量效率

INTERNATIONAL JOURNAL OF NETWORKED AND DISTRIBUTED COMPUTING

IF0.5

2025-09-05

OAAI

Alilu, Elham; Derakhshanfard, Nahideh; Ghaffari, Ali

Optimizing the distribution of tasks in Internet of Things using edge processing-based reinforcement learning 基于边缘计算强化学习优化物联网任务分配

INTELLIGENT SYSTEMS WITH APPLICATIONS

IF4.3

2025-09-01

OAAI

Latifi, Mohsen; Derakhshanfard, Nahideh; Heydari, Hossein

研究方向