Essays about: "comparative analysis clusters"

Showing result 1 - 5 of 14 essays containing the words comparative analysis clusters.

  1. 1. Exploring Advanced Clustering Techniques for Business Descriptions : A Comparative Study and Analysis of DBSCAN, K-Means, and Hierarchical Clustering

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Wisam Orabi Alkhen; [2023]
    Keywords : Machine learning; Business descriptions; Search scope reduction; Relevant business terminology; Data analysis.;

    Abstract : In this study, we introduce several approaches to analyze large volumes of business descriptions by applying machine learning clustering and classification algorithms. The goal is to efficiently classify these descriptions, reducing the search scope and allowing for better business insights and decision-making processes. READ MORE

  3. 2. Comparison of Distance Metrics for Trace Clustering in Process Mining : An Effort to Simplify Analysis of Usage Patterns in PACS

    University essay from Linköpings universitet/Programvara och system

    Author : Christoffer Sjöbergsson; [2022]
    Keywords : Trace Clustering; Process Mining; User behavior classification;

    Abstract : This study intended to validate if clustering could be used to simplify models generated with process mining. The intention was also to see if these clusters could suggest anything about user efficiency. To that end a new metric where devised, average mean duration deviation. READ MORE

  4. 3. Classify part of day and snow on the load of timber stacks : A comparative study between partitional clustering and competitive learning

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : My Nordqvist; [2021]
    Keywords : Machine Learning ML ; Unsupervised Learning; Cluster Analysis; Partitional Clustering; Competitive Learning; Dimensionality Reduction; Principal Component Analysis PCA ; K-means; Kohonen Self-Organizing Map SOM ; Timber;

    Abstract : In today's society, companies are trying to find ways to utilize all the data they have, which considers valuable information and insights to make better decisions. This includes data used to keeping track of timber that flows between forest and industry. READ MORE

  5. 4. Sloppy, slab and slender: a comparative study of the phonaestheme sl- in English and Swedish

    University essay from Lunds universitet/Engelska

    Author : Christoffer Modig Forser; [2019]
    Keywords : phonaesthemes; ideophones; morphology; phonetics; lexical analysis; Languages and Literatures;

    Abstract : The primary aim of this essay is to add new insight as to the productivity and universality of phonaesthemes in general, and the sl-phonaestheme in particular. The data presented in this essay is generated in two ways: lexical analyses and an experiment. READ MORE

  6. 5. A comparative analysis of word use in popular science and research articles in the natural sciences: A corpus linguistic investigation

    University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Author : Fredrik Nilsson; [2019]
    Keywords : corpus linguistics; popular science; popularization; research articles; word frequency; concordance; keyword-in-context; word clusters; part-of-speech;

    Abstract : Within the realm of the natural sciences there are different written genres for interested readers to explore. Popular science articles aim to explain advanced scientific research to a non-expert audience while research articles target the science experts themselves. READ MORE