Sökning: "Supervised Methods"

Visar resultat 21 - 25 av 369 uppsatser innehållade orden Supervised Methods.

  1. 21. Cooperative Modular Neural Networks for Artificial Intelligence in Games : A Comparison with A Monolithic Neural Network Regarding Technical Aspects and The Player Experience

    Uppsats för yrkesexamina på avancerad nivå, Blekinge Tekniska Högskola/Fakulteten för datavetenskaper

    Författare :Emil Högstedt; Ove Ødegård; [2023]
    Nyckelord :Neural Network; Modularization; Sensor; Reinforcement Learning; Supervised Learning; Neuralt Nätverk; Modulärisering; Sensor; Förstärkningsinlärning; Väglett Lärande;

    Sammanfattning : Recent years have seen multiple machine-learning research projects concerning agents in video games. Yet, there is a disjoint between this academic research and the video game industry, evidenced by the fact that game developers still hesitate to use neural networks (NN) due to lack of clarity and control. LÄS MER

  3. 22. Predicting room occupancy based on carbon dioxide concentration levels : And potential energy-saving use cases in HVAC (heating, ventilation and air conditioning) control systems.

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Elias Eliasson Schuhmacher; Markus Ledung; [2023]
    Nyckelord :;

    Sammanfattning : This thesis aims to explore the possibilities of recording room occupancy based on measured CO2 (carbon dioxide) concentration levels, and potential energy-saving uses in HVAC (heating, ventilation and air conditioning) - control systems. Furthermore, this thesis specifically aims to use unsupervised machine learning methods, which removes the need for generating correct occupancy labels and training the models before deploying them. LÄS MER

  4. 23. Analysing CSR reporting over the years, company size, region, and sector through dictionary-based text mining

    Master-uppsats, Högskolan Dalarna/Institutionen för information och teknik

    Författare :Anuj Singhvi; Dorna Jahangoshay Sarijlou; [2023]
    Nyckelord :Corporate Social Responsibility; Sustainability Reporting; Natural Language Processing; Text Mining; CSR Dictionaries;

    Sammanfattning : As Corporate Social Responsibility (CSR) reports become more prevalent and systematised, there is a strong need to develop approaches that seek to analyse the contents of these reports. In this thesis, we present two valuable contributions. LÄS MER

  5. 24. Quantification of DNA Microballs Using Image Processing Techniques

    Master-uppsats, KTH/Industriell bioteknologi

    Författare :Yosef Werede Tedros; [2023]
    Nyckelord :Spot detection; Deep learning; Image processing; smFISH; Gene editing; CRISPR; Rolling circle amplification; Big-FISH; LodeSTAR; DeepSpot; Detektering av punkter; Djupinlärning; Bildbehandling; smFISH; Genredigering; CRISPR; Rolling circle amplification; Big-FISH; LodeSTAR; DeepSpot;

    Sammanfattning : I detta examensarbete användes olika bildbehandlingstekniker för detektion och kvantifiering av DNA-mikrobollar, mer specifikt rolling circle amplification-produkter, på mikroskopibilder. Avsikten med detta arbete var att hjälpa Countagen AB utforska pipelines för bildbehandling för sin produkt där de analyserar utfallet av genredigeringsförsök på ett billigare och snabbare sätt än dagens konventionella sekvenseringsmetoder. LÄS MER

  7. 25. Capturing time variation within systemic risk estimation

    Magister-uppsats, Lunds universitet/Nationalekonomiska institutionen

    Författare :Christian Hovstadius; Baltsar Lindgren; [2023]
    Nyckelord :Systemic risk; CoVaR; State variables; Lasso; PCA; Business and Economics;

    Sammanfattning : Systemic risk can be defined as the risk to the whole financial system. Financial institutions may contribute more or less to this risk, and measuring the systemic risk contributions of institutions is of central importance for regulators. LÄS MER