2025-12-03-36_articles_updated

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

标题: TAPB：一种用于缓解药物-靶点相互作用预测中目标先验偏差的干预性去偏框架

英文标题: TAPB: an interventional debiasing framework for alleviating target prior bias in drug-target interaction prediction

链接: https://www.nature.com/articles/s41467-025-66915-1

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

标题: 深度学习生成的糖代谢异常的数字生物标志物及其与2型糖尿病遗传风险的相关性

英文标题: A deep learning-derived digital biomarker of dysglycemia and its association with genetic risk of type 2 diabetes

链接: https://www.nature.com/articles/s44324-025-00089-8

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

标题: 通过集成深度核糖体展示和深度学习解码蛋白质结合可塑性

英文标题: Decoding protein binding plasticity via integrated deep ribosome display and deep learning

链接: https://www.nature.com/articles/s42003-025-09160-y

期刊: JAMA Current Issue

标题: 人工智能辅助的多任务深度学习超声心动图解读

英文标题: AI-Enabled Echocardiography Interpretation With Multitask Deep Learning

链接: https://jamanetwork.com/journals/jama/fullarticle/2840719

期刊: JAMA Current Issue

标题: 基于多任务深度学习的AI辅助超声心动图解读

英文标题: AI-Enabled Echocardiography Interpretation With Multitask Deep Learning

链接: https://jamanetwork.com/journals/jama/fullarticle/2840718

期刊: JAMA Current Issue

标题: 人工智能辅助的多任务深度学习超声心动图解读——回复

英文标题: AI-Enabled Echocardiography Interpretation With Multitask Deep Learning—Reply

链接: https://jamanetwork.com/journals/jama/fullarticle/2840717

期刊: cs.LG updates on arXiv.org

标题: 隐私保护混合类型表格数据生成的扩散模型

英文标题: Privacy Preserving Diffusion Models for Mixed-Type Tabular Data Generation

链接: https://arxiv.org/abs/2512.00638

期刊: cs.LG updates on arXiv.org

标题: 表格数据合成的流匹配

英文标题: Flow Matching for Tabular Data Synthesis

链接: https://arxiv.org/abs/2512.00698

期刊: cs.LG updates on arXiv.org

标题: 深度学习在混合风电场发电建模与调度中的应用

英文标题: Deep Learning for Modeling and Dispatching Hybrid Wind Farm Power Generation

链接: https://arxiv.org/abs/2512.00728

期刊: cs.LG updates on arXiv.org

标题: 机器学习在超声心动图数据中的亚组有效性

英文标题: Subgroup Validity in Machine Learning for Echocardiogram Data

链接: https://arxiv.org/abs/2512.00976

期刊: cs.LG updates on arXiv.org

标题: 纤维束网络：一种几何机器学习范式

英文标题: Fiber Bundle Networks: A Geometric Machine Learning Paradigm

链接: https://arxiv.org/abs/2512.01151

期刊: cs.LG updates on arXiv.org

标题: 基于机器学习和SHAP分析在智能制造环境中对铣床预测性维护的研究

英文标题: Research on Milling Machine Predictive Maintenance Based on Machine Learning and SHAP Analysis in Intelligent Manufacturing Environment

链接: https://arxiv.org/abs/2512.01205

期刊: cs.LG updates on arXiv.org

标题: 基于LIME可解释性的机器学习算法在电力价格预测中的比较研究

英文标题: A Comparative Study of Machine Learning Algorithms for Electricity Price Forecasting with LIME-Based Interpretability

链接: https://arxiv.org/abs/2512.01212

期刊: cs.LG updates on arXiv.org

标题: milearn: 一个用于多实例机器学习的Python包

英文标题: milearn: A Python Package for Multi-Instance Machine Learning

链接: https://arxiv.org/abs/2512.01287

期刊: cs.LG updates on arXiv.org

标题: 关于生成深度学习模型在降尺度降水预测中的全球适用性和位置迁移性研究

英文标题: On Global Applicability and Location Transferability of Generative Deep Learning Models for Precipitation Downscaling

链接: https://arxiv.org/abs/2512.01400

期刊: cs.LG updates on arXiv.org

标题: 将大型语言模型（LLMs）按照与人类大脑相同的计算路径进行扩展和上下文引导

英文标题: Scaling and context steer LLMs along the same computational path as the human brain

链接: https://arxiv.org/abs/2512.01591

期刊: cs.LG updates on arXiv.org

标题: DeepCAVE：一种用于自动机器学习的可视化与分析工具

英文标题: DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning

链接: https://arxiv.org/abs/2512.01810

期刊: cs.LG updates on arXiv.org

标题: SafeCiM：研究混合浮点内存计算深度学习加速器的弹性

英文标题: SafeCiM: Investigating Resilience of Hybrid Floating-Point Compute-in-Memory Deep Learning Accelerators

链接: https://arxiv.org/abs/2512.00059

期刊: cs.LG updates on arXiv.org

标题: 一个用于大规模热建筑数据生成的高配置框架，以推动机器学习研究

英文标题: A Highly Configurable Framework for Large-Scale Thermal Building Data Generation to drive Machine Learning Research

链接: https://arxiv.org/abs/2512.00483

期刊: cs.LG updates on arXiv.org

标题: 可解释的多模态深度学习用于从呼吸音频信号中自动检测肺部疾病

英文标题: Explainable Multi-Modal Deep Learning for Automatic Detection of Lung Diseases from Respiratory Audio Signals

链接: https://arxiv.org/abs/2512.00563

期刊: cs.LG updates on arXiv.org

标题: 统计-计算在多高斯图对齐中的差距

英文标题: Statistical-computational gap in multiple Gaussian graph alignment

链接: https://arxiv.org/abs/2512.00610

期刊: cs.LG updates on arXiv.org

标题: 多普勒增强深度学习：利用YOLOv5实例分割改进甲状腺结节分割

英文标题: Doppler-Enhanced Deep Learning: Improving Thyroid Nodule Segmentation with YOLOv5 Instance Segmentation

链接: https://arxiv.org/abs/2512.00639

期刊: cs.LG updates on arXiv.org

标题: ForamDeepSlice：一种用于从二维微CT切片中高精度分类有孔虫物种的深度学习框架

英文标题: ForamDeepSlice: A High-Accuracy Deep Learning Framework for Foraminifera Species Classification from 2D Micro-CT Slices

链接: https://arxiv.org/abs/2512.00912

期刊: cs.LG updates on arXiv.org

标题: 无线多模态可穿戴设备上无需氧气流量使用Mamba深度学习方法的睡眠呼吸暂停检测

英文标题: Sleep Apnea Detection on a Wireless Multimodal Wearable Device Without Oxygen Flow Using a Mamba-based Deep Learning Approach

链接: https://arxiv.org/abs/2512.00989

期刊: cs.LG updates on arXiv.org

标题: 优化中风风险预测：结合ROS平衡集成和可解释人工智能的机器学习管道

英文标题: Optimizing Stroke Risk Prediction: A Machine Learning Pipeline Combining ROS-Balanced Ensembles and XAI

链接: https://arxiv.org/abs/2512.01333

期刊: cs.LG updates on arXiv.org

标题: hls4ml：一个适用于可重构硬件的灵活、开源深度学习加速平台

英文标题: hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

链接: https://arxiv.org/abs/2512.01463

期刊: cs.LG updates on arXiv.org

标题: 一种鲁棒且可泛化的设备无关深度学习模型，用于从三轴腕部加速度计确定睡眠-觉醒状态

英文标题: A robust generalizable device-agnostic deep learning model for sleep-wake determination from triaxial wrist accelerometry

链接: https://arxiv.org/abs/2512.01986

期刊: cs.LG updates on arXiv.org

标题: LCEN：一种非线性、可解释的特征选择和机器学习算法

英文标题: LCEN: A Nonlinear, Interpretable Feature Selection and Machine Learning Algorithm

链接: https://arxiv.org/abs/2402.17120

期刊: cs.LG updates on arXiv.org

标题: 考古实践中机器学习应用：综述

英文标题: Machine learning applications in archaeological practices: a review

链接: https://arxiv.org/abs/2501.03840

期刊: cs.LG updates on arXiv.org

标题: 鲁棒的在模式可变性下合成表格数据的检测

英文标题: Robust Detection of Synthetic Tabular Data under Schema Variability

链接: https://arxiv.org/abs/2509.00092

期刊: cs.LG updates on arXiv.org

标题: 比较生存分析中机器学习算法的方法

英文标题: Methodology for Comparing Machine Learning Algorithms for Survival Analysis

链接: https://arxiv.org/abs/2510.24473

期刊: cs.LG updates on arXiv.org

标题: 语义优势与法医效率的比较分析：用于商业电子邮件欺诈检测的深度学习与心理语言学的对比

英文标题: Semantic Superiority vs. Forensic Efficiency: A Comparative Analysis of Deep Learning and Psycholinguistics for Business Email Compromise Detection

链接: https://arxiv.org/abs/2511.20944

期刊: cs.LG updates on arXiv.org

标题: 深度学习增强的交流最优潮流的直流近似的可微优化

英文标题: Differentiable Optimization for Deep Learning-Enhanced DC Approximation of AC Optimal Power Flow

链接: https://arxiv.org/abs/2504.01970

期刊: cs.LG updates on arXiv.org

标题: SCOPE-MRI：以Bankart损伤检测为例，在数据整理和深度学习应用于复杂诊断中的案例研究

英文标题: SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses

链接: https://arxiv.org/abs/2504.20405

期刊: cs.LG updates on arXiv.org

标题: 机器学习时间传播器用于时变密度泛函理论模拟

英文标题: Machine Learning Time Propagators for Time-Dependent Density Functional Theory Simulations

链接: https://arxiv.org/abs/2508.16554

期刊: cs.LG updates on arXiv.org

标题: 评估双量子点数据中多类状态识别的机器学习模型

英文标题: Benchmarking machine learning models for multi-class state recognition in double quantum dot data

链接: https://arxiv.org/abs/2511.22451