Sökning: "Classification problem"

Visar resultat 6 - 10 av 849 uppsatser innehållade orden Classification problem.

  1. 6. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

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

    Författare :Khalid El Yaacoub; [2024]
    Nyckelord :Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

    Sammanfattning : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. LÄS MER

  3. 7. Personers erfarenheter av djurassisterad terapi vid psykisk ohälsa : en icke-systematisk litteraturöversikt

    Kandidat-uppsats, Sophiahemmet Högskola

    Författare :Petrine Knight; Filippa Oblak; [2024]
    Nyckelord :Animal-assisted therapy; Mental health; Nursing; Patient experiences; Djurassisterad terapi; Omvårdnad; Personers erfarenheter; Psykisk ohälsa;

    Sammanfattning : Bakgrund Psykisk ohälsa är ett vanligt problem världen över. Farmakologisk behandling är den vanligaste behandlingen vid psykisk ohälsa. Behandlingen kan ha oönskade biverkningar, vilket ökar efterfrågan på samtalsterapi och icke-farmakologiska behandlingar och omvårdnadsåtgärder. LÄS MER

  4. 8. Classifying femur fractures using federated learning

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Hong Zhang; [2024]
    Nyckelord :Atypical femur fracture; Federated Learning; Neural Network; Classification;

    Sammanfattning : The rarity and subtle radiographic features of atypical femoral fractures (AFF) make it difficult to distinguish radiologically from normal femoral fractures (NFF). Compared with NFF, AFF has subtle radiological features and is associated with the long-term use of bisphosphonates for the treatment of osteoporosis. LÄS MER

  5. 9. IDENTIFYING HATE SPEECH IN SOCIAL MEDIA THROUGH CONTENT AND SOCIAL CONNECTIONS ANALYSIS

    Master-uppsats, Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Författare :Milan Stanišić; [2023-06-19]
    Nyckelord :hate speech; social media; natural language processing; classification;

    Sammanfattning : Hate speech is a problem which puts its targets at risk of serious harm. It spreads fast and has a real influence on the society because of the ubiquity of the internet and social media, and so various research efforts have been put to find solutions to automatic hate speech detection. LÄS MER

  7. 10. Utredning av leveransprecisionen hos Företag X : En analys av in- och utgående logistik, inköp och produktion

    Magister-uppsats, Linnéuniversitetet/Institutionen för management (MAN)

    Författare :Oskar Siggesson; Mattias Hedendahl; [2023]
    Nyckelord :Delivery precision; production planning; ABC XYZ-analysis; classification; cause and effect diagram; Leveransprecision; produktionsplanering; ABC XYZ-analys; klassificering; orsak och verkan-diagram;

    Sammanfattning : Background: The company has had a low outgoing delivery precision for a prolonged period. This creates problems as orders must be prioritized in order to be produced on time and partial deliveries are used to satisfy customers. The origin of the problem is unknown to the company, but there are suspicions that the problems arise in production. LÄS MER