当前有两大趋势，一是 AutoML（自动机器学习），像 auto-sklearn 这样的系统能自动搜索模型族、超参数和预处理步骤。二是自动化时间序列特征提取，像 tsfresh ...

Abstract: It is known that in seamless inertial navigation system (INS)-based integrated drone localization, once data outage occurs in auxiliary measurement technologies, such as global navigation ...

现代Python数据分析与机器学习课程体系已形成清晰的分层递进式结构，涵盖从编程基础到高级算法的完整知识链。以杨年华编著的《Python数据分析与机器学习(微课视频版)》为例，其课程架构分为三大板块：Python语法基础、数据分析与可视化、机器学习应用。

A modular text classification system that detects misinformation across multiple domains. Each niche has its own dataset, labeling rules, and baseline models (TF-IDF + Logistic Regression / Linear SVM ...

Since many pre-trained vision transformers emerge and provide strong representation for various downstream tasks, we aim to adapt them to few-shot image classification tasks in this work. The input ...

Abstract: The manual diagnosis of diabetic retinopathy (DR) is often invasive, time-consuming, expensive, and prone to human error. Additionally, it can be subjective ...