Sökning: "Prediktiv analys"

Visar resultat 1 - 5 av 35 uppsatser innehållade orden Prediktiv analys.

  1. 1. Common Factors i psykoterapi: Psykometrisk analys av ny mätskala

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för psykologi

    Författare :Andreas Helmersson; Mimmi Levander; [2024]
    Nyckelord :Common Factors; psykoterapi; skattningsskala; psykometri; Psychotherapy; Rating Scale; Psychometrics; Social Sciences;

    Sammanfattning : Understanding what constitutes a positive outcome in psychotherapeutic treatment remains a challenge, whether attributed to Common Factors (CF) shared across therapies or specific therapeutic methods. The definition of CF varies and can be traced to all aspects of therapy, including patient and therapist factors and the process of change. LÄS MER

  3. 2. Sales forecasting for supply chain using Artificial Intelligence

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

    Författare :Vaibhav Mittal; [2023]
    Nyckelord :AI; sales forecasting; supply chain; predictive analytics; AI; försäljningsprognoser; supply chain; predictiv analys;

    Sammanfattning : Supply chain management and logistics are two sectors currently experiencing a transformation thanks to the advent of AI(Artificial Intelligence) technologies. Leveraging predictive analytics powered by AI presents businesses with novel opportunities to streamline their operations effectively. LÄS MER

  4. 3. Predicting the Impact of Supply Chain Disruptions Using Statistical Analysis and Machine Learning

    Master-uppsats, KTH/Matematisk statistik

    Författare :Hannes Andersson; John Sjöberg; [2023]
    Nyckelord :Supply chain disruption; SMOTE; feature engineering; machine learning; random forest; statistics; applied mathematics; Störning i försörjningskedja; maskininlärning; matematik; statistik;

    Sammanfattning : The dairy business is vulnerable to supply chain disruptions since large safety stocks to cover up losses are not always a viable option, therefore it is crucial to maintain a smooth supply chain to ensure stable delivery accuracies. Disruptions are unpredictable and hard to avoid in the supply chain, especially in cases where production errors cause lost production volume. LÄS MER

  5. 4. A Predictive Analysis of Customer Churn

    Kandidat-uppsats, KTH/Matematisk statistik

    Författare :Olivia Eskils; Anna Backman; [2023]
    Nyckelord :Churn prediction; CRM; optimization; applied mathematics; machine learning; gradient boosting; random forest; logistic regression; insurance industry; Kundbortfall; CRM; optimering; tillämpad matematik; maskininlärning; gradient boosting; random forest; logistisk regression; försäkringsbranschen;

    Sammanfattning : Churn refers to the discontinuation of a contract; consequently, customer churn occurs when existing customers stop being customers. Predicting customer churn is a challenging task in customer retention, but with the advancements made in the field of artificial intelligence and machine learning, the feasibility to predict customer churn has increased. LÄS MER

  7. 5. Urban Planning & Governance in the Age of AI : A Study of the Potential Benefits and Risks

    Master-uppsats, KTH/Skolan för arkitektur och samhällsbyggnad (ABE)

    Författare :Jonas Gummesson; [2023]
    Nyckelord :Accountability; AI; Artificial Intelligence; Big Data; Cybernetics; Engagement; Equality; Governance; Neural Networks; Participation; Power; Smart City; Systems planning.; Transparency; Trust; Urban Design; Urban Planning;

    Sammanfattning : Artificial intelligence (AI) is a rapidly developing technology which in this project refers to software that given objectives generate content, predictions, recommendations, or decisions influencing their environment. Using literature reviews and semi-structured interviews, the current and future uses, sentiments, regulations, and risks of AI in urban planning and governance are gathered. LÄS MER