Carlo Framework: Drift Mapper Quick Reference

This pack contains three coordinated documents that define, summarise, and demonstrate the Drift Mapper, a core analytical tool within the Carlo Framework. The Drift Mapper reads drift behaviour in discrete systems by analysing Delta(n) and classifying long‑term structural patterns. The main document provides the full one‑page specification, including drift signatures, drift classes, the mapping procedure, and the relationship to the Carlo calculus. The quick reference page offers a concise summary of the essential components for fast researcher access. The examples page presents worked cases illustrating stable, unstable, neutral, oscillatory, and mixed drift behaviours. Together, these documents form a complete, researcher‑ready toolkit for understanding and applying drift analysis within the Carlo Framework.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-28
DOI
https://doi.org/10.5281/zenodo.20420901
Primary Topic
Data Stream Mining Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Carlo Framework: Drift Mapper Quick Reference

Matthew Arthur Carlo
Zenodo (CERN European Organization for Nuclear Research)
Data Stream Mining Techniques
article

Carlo Framework: Drift Mapper Quick Reference

Matthew Arthur Carlo
article en

Abstract

This pack contains three coordinated documents that define, summarise, and demonstrate the Drift Mapper, a core analytical tool within the Carlo Framework. The Drift Mapper reads drift behaviour in discrete systems by analysing Delta(n) and classifying long‑term structural patterns. The main document provides the full one‑page specification, including drift signatures, drift classes, the mapping procedure, and the relationship to the Carlo calculus. The quick reference page offers a concise summary of the essential components for fast researcher access. The examples page presents worked cases illustrating stable, unstable, neutral, oscillatory, and mixed drift behaviours. Together, these documents form a complete, researcher‑ready toolkit for understanding and applying drift analysis within the Carlo Framework.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Data Stream Mining Techniques
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