Essays about: "data mining approach"

Showing result 6 - 10 of 152 essays containing the words data mining approach.

  1. 6. Organizational Readiness for Initiating the Implementation of the RAMP Tool : A case study of LKAB Malmberget

    University essay from KTH/Ergonomi

    Author : Katerina Kraus; [2023]
    Keywords : Systematic work environment management; RAMP tool; organizational readiness; implementation of risk management tool;

    Abstract : In Sweden, all employers are obligated to provide occupational health services that prevent and eliminate health risks in the workplace. Risk assessment is one of the recommended procedures of systematic work environment management that employers shall conduct to investigate the occurrence of workplace risks. READ MORE

  3. 7. Improving Change Point Detection Using Self-Supervised VAEs : A Study on Distance Metrics and Hyperparameters in Time Series Analysis

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Daniel Workinn; [2023]
    Keywords : Change point detection; Time series data; Segmentation; Machine learning; Data mining; Detektion av brytpunkter; Tidsseriedata; Segmentering; Maskininlärning; Datautvinning;

    Abstract : This thesis addresses the optimization of the Variational Autoencoder-based Change Point Detection (VAE-CP) approach in time series analysis, a vital component in data-driven decision making. We evaluate the impact of various distance metrics and hyperparameters on the model’s performance using a systematic exploration and robustness testing on diverse real-world datasets. READ MORE

  4. 8. Hierarchical Clustering using Brain-like Recurrent Attractor Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hannah Kühn; [2023]
    Keywords : Hierarchical Clustering; Attractor Network; Recurrent Neural Network; Brain-like computing; Hierarkisk klustring; Anlockningsnätverk; Återkommande neurala nätverk; Hjärnliknande databehandling;

    Abstract : Hierarchical clustering is a family of machine learning methods that has many applications, amongst other data science and data mining. This thesis belongs to the research area of brain-like computing and introduces a novel approach to hierarchical clustering using a brain-like recurrent neural network. READ MORE

  5. 9. Reverse Logistics in the Setting of Industry 4.0: A Sustainability Perspective

    University essay from Linnéuniversitetet/Institutionen för management (MAN)

    Author : Nils Linden; Sophie Persson; Dhannya Rejoice Maliackal; [2023]
    Keywords : Industry 4.0; Reverse Logistics; Sustainability; Sustainability Measurements; Manufacturing Companies;

    Abstract : Circularity and sustainability, these are terms that are discussed in many different ways in current research due to the climate crisis. To face the challenges of the climate crisis and new consumer behaviour, the still emerging concept of Industry 4.0 is considered in different ways. READ MORE

  6. 10. Endometriosis and Its Correlation with Lifestyle Factors and Health Indicators : A Data Mining Approach Using R and Python

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Jonas Stylbäck; Ella Villför; [2023]
    Keywords : Endometriosis; lifestyle factors; correspondence analysis; data mining; Endometrios; livsstil; korrespondensanalys; datautvinning;

    Abstract : Around 10% of women in fertile age have endometriosis, despite this there is little known about its origin. It can take years from the first experienced symptoms to an established diagnosis, which is done using invasive methods. READ MORE