High-dimensional classification addresses situations in which the number of variables far exceeds the number of observations. Traditional methods often falter in these settings due to overfitting, ...

Abstract: Blind signal classification, a major task of intelligent receivers, has important civilian and military applications. This problem becomes more challenging in multi-antenna scenarios due to ...

Suggested Citation: "5 Proposed Classification of Crime for Statistical Purposes." National Academies of Sciences, Engineering, and Medicine. 2016. Modernizing Crime Statistics: Report 1: Defining and ...

Abstract: Feature extraction and dimensionality reduction are important tasks in many fields of science dealing with signal processing and analysis. The relevance of these techniques is increasing as ...

TEMPO.CO, Jakarta - Statistics Indonesia (BPS) has updated the Standard Indonesian Field Classification (KBLI) to capture new economic activities. This update comes five years after the release of the ...

SINGAPORE – A member of an organised criminal group recorded at least 20 videos teaching viewers how to scam Singaporeans by using malware. The court heard on Dec 9 that this was the first prosecution ...

The coral-reef-training AWS S3 bucket provides a single, open, well-structured, growing, community-sourced repository of coral reef image classification training data. Hosted at ...

With the Paris 2024 Paralympics well under way, we take a look at how the classification system works in para-sport – and how are athletes’ classifications defined? The idea behind classifications is ...

Paris is about to host its first Paralympics. Similar to the Olympics last month, Australia is bringing a strong team with many medal hopefuls. But how are the Paralympics similar (or different) to ...

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...