2025-12-20-24_articles_updated

期刊: Computational biology and bioinformatics : nature.com subject feeds

标题: 机器学习实现可扩展和系统的病毒分类学

英文标题: Machine learning enables scalable and systematic hierarchical virus taxonomy

链接: https://www.nature.com/articles/s41587-025-02946-9

期刊: Computational biology and bioinformatics : nature.com subject feeds

标题: 探索KAT6作为乳腺癌治疗靶点的策略：精准医学中的表观遗传学方法

英文标题: Exploring KAT6 as a therapeutic target in breast cancer: epigenetic approaches for precision medicine

链接: https://www.nature.com/articles/s41523-025-00858-0

期刊: AAAS: Science Advances: Table of Contents

标题: 机器学习增强的微流控细胞分选的进展

英文标题: Advances in machine learning–enhanced microfluidic cell sorting

链接: https://www.science.org/doi/abs/10.1126/sciadv.aea6007?af=R

期刊: cs.LG updates on arXiv.org

标题: 旋转血泵中血栓风险预测的机器学习框架

英文标题: Machine Learning Framework for Thrombosis Risk Prediction in Rotary Blood Pumps

链接: https://arxiv.org/abs/2512.15761

期刊: cs.LG updates on arXiv.org

标题: 金融机器学习中的对抗鲁棒性：防御措施、经济影响和治理证据

英文标题: Adversarial Robustness in Financial Machine Learning: Defenses, Economic Impact, and Governance Evidence

链接: https://arxiv.org/abs/2512.15780

期刊: cs.LG updates on arXiv.org

标题: 基于微调的站点校准以指导知识机器学习：结果总结

英文标题: Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning: A Summary of Results

链接: https://arxiv.org/abs/2512.16013

期刊: cs.LG updates on arXiv.org

标题: 博客数据对决：机器学习与神经符号模型在性别分类中的应用

英文标题: Blog Data Showdown: Machine Learning vs Neuro-Symbolic Models for Gender Classification

链接: https://arxiv.org/abs/2512.16687

期刊: cs.LG updates on arXiv.org

标题: 朝着预测过程挖掘的可重复性：SPICE - 一个深度学习库

英文标题: Towards Reproducibility in Predictive Process Mining: SPICE - A Deep Learning Library

链接: https://arxiv.org/abs/2512.16715

期刊: cs.LG updates on arXiv.org

标题: 机器学习算法：基于文本和元数据分析的官方朝觐和Umrah旅行社检测

英文标题: Machine Learning Algorithms: Detection Official Hajj and Umrah Travel Agency Based on Text and Metadata Analysis

链接: https://arxiv.org/abs/2512.16742

期刊: cs.LG updates on arXiv.org

标题: 基于超参数调优的机器学习算法网络入侵检测性能优化分析

英文标题: Hyperparameter Tuning-Based Optimized Performance Analysis of Machine Learning Algorithms for Network Intrusion Detection

链接: https://arxiv.org/abs/2512.15779

期刊: cs.LG updates on arXiv.org

标题: 生物医学影像中的基础模型：将炒作变为现实

英文标题: Foundation Models in Biomedical Imaging: Turning Hype into Reality

链接: https://arxiv.org/abs/2512.15808

期刊: cs.LG updates on arXiv.org

标题: 可解释的深度学习在股票收益中的应用：一种共识瓶颈资产定价模型

英文标题: Interpretable Deep Learning for Stock Returns: A Consensus-Bottleneck Asset Pricing Model

链接: https://arxiv.org/abs/2512.16251

期刊: cs.LG updates on arXiv.org

标题: 像素级深度学习荧光寿命成像

英文标题: Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning

链接: https://arxiv.org/abs/2512.16266

期刊: cs.LG updates on arXiv.org

标题: 转移学习在因果机器学习中用于个体治疗效应的优势与局限性

英文标题: Advantages and limitations in the use of transfer learning for individual treatment effects in causal machine learning

链接: https://arxiv.org/abs/2512.16489

期刊: cs.LG updates on arXiv.org

标题: 基于机器学习的小数据集预测无机合成：尺寸控制Cu纳米颗粒的案例研究

英文标题: Predictive Inorganic Synthesis based on Machine Learning using Small Data sets: a case study of size-controlled Cu Nanoparticles

链接: https://arxiv.org/abs/2512.16545

期刊: cs.LG updates on arXiv.org

标题: 基础机器学习原子间势在异相催化中的准确性如何？

英文标题: How accurate are foundational machine learning interatomic potentials for heterogeneous catalysis?

链接: https://arxiv.org/abs/2512.16702

期刊: cs.LG updates on arXiv.org

标题: 科学机器学习在混沌系统中发现神经群体的控制方程

英文标题: Scientific Machine Learning of Chaotic Systems Discovers Governing Equations for Neural Populations

链接: https://arxiv.org/abs/2507.03631

期刊: cs.LG updates on arXiv.org

标题: 通过基于SDE的时空图深度学习在纵向脑网络中揭示阿尔茨海默病进展

英文标题: Uncovering Alzheimer’s Disease Progression via SDE-based Spatio-Temporal Graph Deep Learning on Longitudinal Brain Networks

链接: https://arxiv.org/abs/2509.21735

期刊: cs.LG updates on arXiv.org

标题: 空间时间机器学习模型用于抵押贷款信用风险：违约概率和贷款组合

英文标题: A Spatio-Temporal Machine Learning Model for Mortgage Credit Risk: Default Probabilities and Loan Portfolios

链接: https://arxiv.org/abs/2410.02846

期刊: cs.LG updates on arXiv.org

标题: 人工智能在微生物学及微生物组研究中的应用

英文标题: Artificial Intelligence for Microbiology and Microbiome Research

链接: https://arxiv.org/abs/2411.01098

期刊: cs.LG updates on arXiv.org

标题: 蛋白质结构的数学洞察： Persistent Homology 和机器学习应用于鞭毛马达

英文标题: Mathematical Insights into Protein Architecture: Persistent Homology and Machine Learning Applied to the Flagellar Motor

链接: https://arxiv.org/abs/2504.16941

期刊: cs.LG updates on arXiv.org

标题: 贝叶斯深度学习在离散选择中的应用

英文标题: Bayesian Deep Learning for Discrete Choice

链接: https://arxiv.org/abs/2505.18077

期刊: cs.LG updates on arXiv.org

标题: TACE: 一种统一的不可约笛卡尔张量框架用于原子机器学习

英文标题: TACE: A unified Irreducible Cartesian Tensor Framework for Atomistic Machine Learning

链接: https://arxiv.org/abs/2509.14961

期刊: cs.LG updates on arXiv.org

标题: 机器学习与控制：基础、进展与展望

英文标题: Machine Learning and Control: Foundations, Advances, and Perspectives

链接: https://arxiv.org/abs/2510.03303