期刊名：Algorithms

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

本期文献清单为您精选2025下半年编辑精选文章（第二辑），欢迎浏览

1. Intelligent Frequency Domain Image Filtering Based on a Multilayer Neural Network with Multi-Valued Neurons

基于多值神经元多层神经网络的智能频域图像滤波

https://www.mdpi.com/1999-4893/18/8/461

Aizenberg, I.; Tovt, Y. Intelligent Frequency Domain Image Filtering Based on a Multilayer Neural Network with Multi-Valued Neurons. Algorithms 2025, 18, 461. https://doi.org/10.3390/a18080461

2. Inverse Kinematics-Augmented Sign Language: A Simulation-Based Framework for Scalable Deep Gesture Recognition

基于逆运动学增强的手语识别：一种可扩展的深度手势识别模拟框架

https://www.mdpi.com/1999-4893/18/8/463

Wang, B.; Jing, L.; Li, X. Inverse Kinematics-Augmented Sign Language: A Simulation-Based Framework for Scalable Deep Gesture Recognition. Algorithms 2025, 18, 463. https://doi.org/10.3390/a18080463

3. A Nonlinear Computational Framework for Optimizing Steel End-Plate Connections Using the Finite Element Method and Genetic Algorithms

使用有限元方法与遗传算法优化钢端板连接的非线性计算框架

https://www.mdpi.com/1999-4893/18/8/460

Grubits, P.; Balogh, T.; Movahedi Rad, M. A Nonlinear Computational Framework for Optimizing Steel End-Plate Connections Using the Finite Element Method and Genetic Algorithms. Algorithms 2025, 18, 460. https://doi.org/10.3390/a18080460

4. Hybrid ARIMA-ANN for Crime Risk Forecasting: Enhancing Interpretability and Predictive Accuracy Through Socioeconomic and Environmental Indicators

用于犯罪风险预测的混合 ARIMA-ANN 模型：通过社会经济与环境指标提升可解释性和预测精度

https://www.mdpi.com/1999-4893/18/8/470

Iacobescu, P.; Susnea, I. Hybrid ARIMA-ANN for Crime Risk Forecasting: Enhancing Interpretability and Predictive Accuracy Through Socioeconomic and Environmental Indicators. Algorithms 2025, 18, 470. https://doi.org/10.3390/a18080470

5. A Novel Lightweight Facial Expression Recognition Network Based on Deep Shallow Network Fusion and Attention Mechanism

一种基于深浅网络融合与注意力机制的轻量级人脸表情识别新模型

https://www.mdpi.com/1999-4893/18/8/473

Yang, Q.; He, Y.; Chen, H.; Wu, Y.; Rao, Z. A Novel Lightweight Facial Expression Recognition Network Based on Deep Shallow Network Fusion and Attention Mechanism. Algorithms 2025, 18, 473. https://doi.org/10.3390/a18080473

6. Robust U-Nets for Fetal R-Peak Identification in Electrocardiography

面向胎儿心电 R 峰识别的稳健 U-Net 模型

https://www.mdpi.com/1999-4893/18/8/487

Zhou, P.; So, S.; Schwerin, B. Robust U-Nets for Fetal R-Peak Identification in Electrocardiography. Algorithms 2025, 18, 487. https://doi.org/10.3390/a18080487

7. In-Context Learning for Low-Resource Machine Translation: A Study on Tarifit with Large Language Models

面向低资源机器翻译的上下文学习：基于大型语言模型的 Tarifit 研究

文章链接：https://www.mdpi.com/1999-4893/18/8/489

Akallouch, O.; Fardousse, K. In-Context Learning for Low-Resource Machine Translation: A Study on Tarifit with Large Language Models. Algorithms 2025, 18, 489. https://doi.org/10.3390/a18080489

8. An Early Investigation of the HHL Quantum Linear Solver for Scientific Applications

HHL 量子线性求解器在科学应用中的初步研究

https://www.mdpi.com/1999-4893/18/8/491

Zheng, M.; Liu, C.; Stein, S.; Li, X.; Mülmenstädt, J.; Chen, Y.; Li, A. An Early Investigation of the HHL Quantum Linear Solver for Scientific Applications. Algorithms 2025, 18, 491. https://doi.org/10.3390/a18080491

9. Comparison of Classical and Artificial Intelligence Algorithms to the Optimization of Photovoltaic Panels Using MPPT

经典算法与人工智能算法在光伏组件 MPPT 优化中的比较

https://www.mdpi.com/1999-4893/18/8/493

Sousa, J.T.; Barbosa, R.S. Comparison of Classical and Artificial Intelligence Algorithms to the Optimization of Photovoltaic Panels Using MPPT. Algorithms 2025, 18, 493. https://doi.org/10.3390/a18080493

10. A Novel ECC-Based Method for Secure Image Encryption

一种基于 ECC 的新型安全图像加密方法

https://www.mdpi.com/1999-4893/18/8/514

Lahraoui, Y.; Lazaar, S.; Amal, Y.; Nitaj, A. A Novel ECC-Based Method for Secure Image Encryption. Algorithms 2025, 18, 514. https://doi.org/10.3390/a18080514

11. MHD-Protonet: Margin-Aware Hard Example Mining for SAR Few-Shot Learning via Dual-Loss Optimization

MHD-Protonet：通过双损失优化实现 SAR 小样本学习的边距感知难例挖掘

https://www.mdpi.com/1999-4893/18/8/519

Zayani, M.; Toumi, A.; Khalfallah, A. MHD-Protonet: Margin-Aware Hard Example Mining for SAR Few-Shot Learning via Dual-Loss Optimization. Algorithms 2025, 18, 519. https://doi.org/10.3390/a18080519

12. Analysis of the State and Fault Detection of a Plastic Injection Machine—A Machine Learning-Based Approach

塑料注塑机状态与故障检测分析——一种基于机器学习的方法

https://www.mdpi.com/1999-4893/18/8/521

Costa, J.; Silva, R.; Martins, G.; Barreiros, J.; Mendes, M. Analysis of the State and Fault Detection of a Plastic Injection Machine—A Machine Learning-Based Approach. Algorithms 2025, 18, 521. https://doi.org/10.3390/a18080521

13. On Solving the Minimum Spanning Tree Problem with Conflicting Edge Pairs

求解含冲突边对的最小生成树问题

https://www.mdpi.com/1999-4893/18/8/526

Montemanni, R.; Smith, D.H. On Solving the Minimum Spanning Tree Problem with Conflicting Edge Pairs. Algorithms 2025, 18, 526. https://doi.org/10.3390/a18080526

14. Examining the Neurophysiology of Attentional Habituation to Repeated Presentations of Food and Non-Food Visual Stimuli

食物与非食物视觉刺激重复呈现中注意习惯化的神经生理机制研究

https://www.mdpi.com/1999-4893/18/8/525

Duraisingam, A.; Soria, D.; Palaniappan, R. Examining the Neurophysiology of Attentional Habituation to Repeated Presentations of Food and Non-Food Visual Stimuli. Algorithms 2025, 18, 525. https://doi.org/10.3390/a18080525

15. A New Geometric Algebra-Based Classification of Hand Bradykinesia in Parkinson’s Disease Measured Using a Sensory Glove

一种基于几何代数的帕金森患者手部运动迟缓分类方法（使用感应手套测量）

https://www.mdpi.com/1999-4893/18/8/527

Saggio, G.; Roselli, P.; Pietrosanti, L.; Romano, A.; Arangino, N.; Patera, M.; Suppa, A. A New Geometric Algebra-Based Classification of Hand Bradykinesia in Parkinson’s Disease Measured Using a Sensory Glove. Algorithms 2025, 18, 527. https://doi.org/10.3390/a18080527

期刊简介：

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。期刊发表综述论文、常规研究论文、简短通讯，以及特定主题的专刊论文。Algorithms的宗旨是鼓励科学家尽可能详细地发表其实验和理论研究成果。因此，期刊对论文的篇幅没有限制。作者应提供完整的实验细节，以便结果能够被重复验证。

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

Frank Werner 教授自20世纪80年代起，长期从事调度问题的精确与近似求解研究。其早期工作包括针对流水车间调度问题开发遗传算法。此后，他的研究方向涵盖了复杂性问题、不确定性条件下的调度问题、列车调度问题以及多种图论问题。

他曾主持并参与多个重要科研项目，资助机构包括德国研究基金会（DFG）、欧盟（INTAS）以及白俄罗斯共和国基础研究基金会等。自2019年以来，Werner 教授担任Algorithms （MDPI） 主编。同时，他也是 International Journal of Production Research、Journal of Scheduling 以及 Operations Research and Decisions 的副主编，并担任另外18个国际期刊的编委或顾问编委。

此外，他曾担任14个国际期刊特刊的客座编辑，并受邀参加超过180场国际学术会议的程序委员会工作。学术成果方面，Werner 教授出版了2本数学教材，撰写或主编了17部学术著作，并在国际期刊上发表了300余篇学术论文。