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Metrics and visualisation for crime analysis and genomics

Jeroen Franciscus Jacobus Laros

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Abstract

In this thesis, a configurable generalisation of some well-known distance measures is introduced. Parameters are given to use this metric in the area of law enforcement, but also molecular biology.\nWith a valid distance measure, it is possible to analyse data by using a dimension reduction technique. One of these techniques is analysed and extended.

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What this paper is about

In this thesis, a configurable generalisation of some well-known distance measures is introduced. Parameters are given to use this metric in the area of law enforcement, but also molecular biology.\nWith a valid distance measure, it is possible to analyse data by using a dimension reduction technique. One of these techniques is analysed and extended.

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OpenAlex reports 36 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

In this thesis, a configurable generalisation of some well-known distance measures is introduced. Parameters are given to use this metric in the area of law enforcement, but also molecular biology.\nWith a valid distance measure, it is possible to analyse data by using a dimension reduction technique. One of these techniques is analysed and extended.

Key concepts: Measure (data warehouse), Metric (unit), Law enforcement, Dimension (graph theory), Data science, Computer science, Visualization, Data mining

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Metrics and visualisation for crime analysis and genomics — Research Paper | ScholarLens