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（第三辑），欢迎浏览

1.A Review of Explainable Artificial Intelligence from the Perspectives of Challenges and Opportunities‌

从挑战与机遇视角审视可解释人工智能综述

https://doi.org/10.3390/a18090556

Kabir, S.; Hossain, M.S.; Andersson, K. A Review of Explainable Artificial Intelligence from the Perspectives of Challenges and Opportunities. Algorithms 2025, 18, 556.

‌2.Evaluating Machine Learning Techniques for Brain Tumor Detection with Emphasis on Few-Shot Learning Using MAML‌

基于MAML小样本学习的脑肿瘤检测机器学习技术评估

https://doi.org/10.3390/a18100624

Vaidya, S.S.; Ali, R.H.; Faiz, S.; Ahmed, I.; Khan, T.A. Evaluating Machine Learning Techniques for Brain Tumor Detection with Emphasis on Few-Shot Learning Using MAML. Algorithms 2025, 18, 624.

‌3.Hybrid Sparrow Search-Exponential Distribution Optimization with Differential Evolution for Parameter Prediction of Solar Photovoltaic Models‌

融合差分进化的混合麻雀搜索-指数分布优化算法用于太阳能光伏模型参数预测

https://doi.org/10.3390/a17010026

Abd El-Mageed, A.A.; Al-Hamadi, A.; Bakheet, S.; Abd El-Rahiem, A.H. Hybrid Sparrow Search-Exponential Distribution Optimization with Differential Evolution for Parameter Prediction of Solar Photovoltaic Models. Algorithms 2024, 17, 26.

‌4.Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting‌

基于特征感知的数据集划分实现深度学习训练自动优化

https://doi.org/10.3390/a17030106

Shahrabadi, S.; Adão, T.; Peres, E.; Morais, R.; Magalhães, L.G.; Alves, V. Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting. Algorithms 2024, 17, 106.

‌5.Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations and Interpretation of Results with Modified Shapley Additive Explanations‌

基于云观测自然语言处理的太阳辐照度预测及改进Shapley加性解释结果分析

https://doi.org/10.3390/a17040150

Matrenin, P.V.; Gamaley, V.V.; Khalyasmaa, A.I.; Stepanova, A.I. Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations and Interpretation of Results with Modified Shapley Additive Explanations. Algorithms 2024, 17, 150.

6.Enhancing Video Anomaly Detection Using a Transformer Spatiotemporal Attention Unsupervised Framework for Large Datasets‌

面向大规模数据集的Transformer时空注意力无监督框架增强视频异常检测

https://doi.org/10.3390/a17070286

Habeb, M.H.; Salama, M.; Elrefaei, L.A. Enhancing Video Anomaly Detection Using a Transformer Spatiotemporal Attention Unsupervised Framework for Large Datasets. Algorithms 2024, 17, 286.

‌7.Optimized Analytical–Numerical Procedure for Ultrasonic Sludge Treatment for Agricultural Use‌

农用超声波污泥处理的优化解析-数值方法

https://doi.org/10.3390/a17120592

Laganà, F.; Pullano, S.A.; Angiulli, G.; Versaci, M. Optimized Analytical–Numerical Procedure for Ultrasonic Sludge Treatment for Agricultural Use. Algorithms 2024, 17, 592.

‌8.Unmanned Aerial Vehicles (UAV) Networking Algorithms: Communication, Control, and AI-Based Approaches‌

无人机组网算法：通信、控制与基于人工智能的方法

https://doi.org/10.3390/a18050244

Trinh, M.L.; Nguyen, D.T.; Dinh, L.Q.; Nguyen, M.D.; Setiadi, D.R.I.M.; Nguyen, M.T. Unmanned Aerial Vehicles (UAV) Networking Algorithms: Communication, Control, and AI-Based Approaches. Algorithms 2025, 18, 244.

‌9.IMM Filtering Algorithms for a Highly Maneuvering Fighter Aircraft: An Overview‌

高机动战斗机交互多模型滤波算法综述

https://doi.org/10.3390/a17090399

Radhika, M.N.; Mallick, M.; Tian, X. IMM Filtering Algorithms for a Highly Maneuvering Fighter Aircraft: An Overview. Algorithms 2024, 17, 399.

‌10.A New Computer-Aided Diagnosis System for Breast Cancer Detection from Thermograms Using Metaheuristic Algorithms and Explainable AI‌

基于元启发式算法与可解释AI的热成像乳腺癌检测计算机辅助诊断新系统

https://doi.org/10.3390/a17100462

Dihmani, H.; Bousselham, A.; Bouattane, O. A New Computer-Aided Diagnosis System for Breast Cancer Detection from Thermograms Using Metaheuristic Algorithms and Explainable AI. Algorithms 2024, 17, 462.

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

TimetoFirstDecision : 17.6 Days

AcceptancetoPublication : 3.9 Days