GitHub

KNN (K近邻分类器)

一个全面的Python人工智能算法与应用实践仓库 (A Comprehensive Repository for Python AI Algorithms & Applications)。涵盖从经典机器学习算法（如KNN、决策树、朴素贝叶斯、逻辑回归、HMM、GMM-HMM）到深度学习（BP神经网络），再到聚类（K-Means, DBSCAN, 密度峰值）与降维（PCA, t-SNE ...
IEEE

Relay-Assisted Wireless Sensor Networks Using KNN-DBSCAN Static Clustering

Abstract: Wireless sensor networks (WSNs) play a vital role in modern applications such as healthcare, smart cities, and environmental monitoring. However, their potential is often limited by energy ...
IEEE

An in-Depth Analysis of Eps and MinPts Selection in DBSCAN with Genetic Algorithm Optimization

Abstract: DBSCAN (Density-Based Spatial Clustering of Applications with Noise) has been recognized as a powerful clustering algorithm for detecting non-linearly separable clusters but has faced ...
GitHub

dbscan-algorithm

working with amazons3 ,t2.micro Ubuntu instance, Amazon AutoScaling group, Map-Reduce and Parallelize the implementation of K-means and DBSCAN algorithm using Hadoop and Map reduce cluster ...