Essays about: "advanced analytics"

Showing result 1 - 5 of 27 essays containing the words advanced analytics.

  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. Monocular 3D Human Pose Estimation

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

    Author : Robert Rey; [2023]
    Keywords : 3D Human Pose Estimation; Monocular Images; Deep Learning; Artificial Neural Networks; 3D Människokroppspositionsuppskattning; Monokulära bilder; Djupinlärning; Konstgjorda neurala nätverk;

    Abstract : The focus of this work is the task of 3D human pose estimation, more specifically by making use of key points located in single monocular images in order to estimate the location of human body joints in a 3D space. It was done in association with Tracab, a company based in Stockholm, who specialises in advanced sports tracking and analytics solutions. READ MORE

  4. 3. Identifying Optimal Throw-in Strategy in Football Using Logistic Regression

    University essay from KTH/Matematisk statistik

    Author : Stephan Nieto; [2023]
    Keywords : Set-piece; throw-in; football analytics; optimal strategy; logistic regression; model assumptions; feature importance; feature transformations; gradient boosting; Fasta situationer; inkast; fotbollsanalys; optimal strategi; logistisk regression; modellantaganden; variabelvikt; variabeltransformationer; gradient boosting;

    Abstract : Set-pieces such as free-kicks and corners have been thoroughly examined in studies related to football analytics in recent years. However, little focus has been put on the most frequently occurring set-piece: the throw-in. READ MORE

  5. 4. Process Analyses for Digitalization and Automation at Operational Stop Points for European Rail Freight. : A Case Study of Hallsberg Marshalling Yard (Sweden)

    University essay from KTH/Transportplanering

    Author : ALI MOHAMMED; HAMZA BASHIR; [2023]
    Keywords : ;

    Abstract : The European Rail Freight Transport industry, is critical to the region's logistics and commerce, has experienced considerable alterations in the last few decades. As the need for efficiency, planning, punctuality, and sustainability grows, there is an obvious need to address operational stop points—areas that contribute delays or inefficiencies in the freight transport process. READ MORE

  6. 5. Bugs in the system: Re-grounding planning and environmental assessment practice : The case of Blodstensskogen, Uppsala

    University essay from Uppsala universitet/Naturresurser och hållbar utveckling; Uppsala universitet/CEMUS

    Author : Eva Maria Kottkamp; [2021]
    Keywords : ;

    Abstract : This case study focuses on the planning practice for the building project in Blodstensskogen, Uppsala (SE), that started in 2010. I put together a creative framework of more-than-human theory and methodology, addressing the case as a material-semiotic practice within a natureculture. READ MORE