期刊名：Algorithms

期刊主页：https://www.mdpi.com/journal/algorithms

本期为您精选Algorithms 期刊2024–2025年高引文章（第一辑），欢迎浏览

1. Enhanced Intrusion Detection Systems Performance with UNSW-NB15 Data Analysis

基于 UNSW-NB15 数据分析提升入侵检测系统性能

https://doi.org/10.3390/a17020064

2. A Review of Machine Learning’s Role in Cardiovascular Disease Prediction: Recent Advances and Future Challenges

机器学习在心血管疾病预测中的作用综述：最新进展与未来挑战

https://doi.org/10.3390/a17020078

3. Quantum Computing and Machine Learning in Medical Decision-Making: A Comprehensive Review

量子计算与机器学习在医疗决策中的应用：综合综述

https://doi.org/10.3390/a18030156

4. SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models

SMOTE 与 SMOTEENN：重采样算法在解决回归模型中类别不平衡问题中的性能研究

https://doi.org/10.3390/a18010037

5. Anomaly Detection in Blockchain Networks Using Unsupervised Learning: A Survey

利用无监督学习进行区块链网络中的异常检测：综述

https://doi.org/10.3390/a17050201

6. In-Depth Insights into the Application of Recurrent Neural Networks (RNNs) in Traffic Prediction: A Comprehensive Review

深入探讨循环神经网络（RNN）在交通预测中的应用：综合综述

https://doi.org/10.3390/a17090398

7. Program Code Generation with Generative Ais

生成式人工智能驱动的程序代码生成

https://doi.org/10.3390/a17020062

8. A Hybrid Learning-Architecture for Improved Brain Tumor Recognition

面向脑肿瘤识别优化的混合学习架构

https://doi.org/10.3390/a17060221

9. Exploring the Use of Artificial Intelligence in Agent-Based Modeling Applications: A Bibliometric Study

人工智能在多智能体建模应用中的探索：文献计量学研究

https://doi.org/10.3390/a17010021

10. Explainable AI Frameworks: Navigating the Present Challenges and Unveiling Innovative Applications

可解释人工智能框架：现存挑战梳理与创新应用展望

https://doi.org/10.3390/a17060227

期刊介绍

主编：Frank Werner, Otto-von-Guericke-University, Germany

Algorithms (ISSN 1999-4893; CODEN: ALGOCH) 是一个开放获取期刊，涵盖计算机科学、计算数学、人工智能、自动化与控制系统、理论、方法及跨学科应用、数据与信息系统以及软件工程等领域。Algorithms为算法及其应用相关研究提供了一个先进的交流平台，已被 Scopus、ESCI（Web of Science）、Ei Compendex 等数据库收录。

2025 Impact Factor: 2.6

2025 CiteScore: 5.4

Time to First Decision : 17.6Days

Acceptance to Publication : 3.9 Days