IEEE

The Support Vector Machine Model and Application Based on Particle Swarm Optimization Algorithm

Abstract: The support vector machine (SVM) model has been widely used in network security fields since it was proposed, but the original SVM model has some defects. In response to the limitations of ...
IEEE

A Novel Method to Enhance the Kernel Matrix of Support Vector Machine Classifier Using Genetic Algorithm for Intrusion Detection System

Abstract: Support vector machine (SVM) is a notable classification algorithm in the application of intrusion detection system (IDS). It achieves high accuracy in categorizing network traffic as normal ...
GitHub

A minimal Rust library for creating sparse vector representations using the BM25 algorithm. These vectors can be efficiently stored in vector databases like Qdrant for keyword ...

BM25 is a probabilistic ranking algorithm that calculates relevance scores between queries and documents based on term frequency and inverse document frequency. This library's implementation produces ...