Essays about: "Interpretability"

Showing result 21 - 25 of 114 essays containing the word Interpretability.

  1. 21. AI-augmented analysis onto the impact of the containment strategies and climate change to pandemic

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Shihao Dong; [2023]
    Keywords : LSTM; Deep learning; Multi-task learning;

    Abstract : This thesis uses a multi-tasking long short-term memory (LSTM) model to investigate the correlation between containment strategies, climate change, and the number of COVID-19 transmissions and deaths. The study focuses on examining the accuracy of different factors in predicting the number of daily confirmed cases and deaths cases to further explore the correlation between different factors and cases. READ MORE

  3. 22. Applying the Shadow Rating Approach: A Practical Review

    University essay from KTH/Matematik (Avd.)

    Author : Viktor Barry; Carl Stenfelt; [2023]
    Keywords : Shadow Rating; probability of default; low default portfolio; credit risk; statistical learning; financial regulation; Basel; Pluto and Tasche; Skuggrating; sannolikhet av fallissemang; lågfallissemangsportfölj; kreditrisk; statistisk inlärning; finansiella regelverk; Basel; Pluto och Tasche;

    Abstract : The combination of regulatory pressure and rare but impactful defaults together comprise the domain of low default portfolios, which is a central and complex topic that lacks clear industry standards. A novel approach that utilizes external data to create a Shadow Rating model has been proposed by Ulrich Erlenmaier. READ MORE

  4. 23. Cracking the AI-gma Code? - The Interpretability and Explainability of AI in light of Forst’s Right to Justification

    University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

    Author : Suana Tafic; [2023]
    Keywords : EU law; EU-rätt; AI; Artificial Intelligence; Artificiell Intelligens; AI Act; AI-Act; AI-förordningen; GDPR; Right to Justification; Human rights; Fundamental Rights; Mänskliga rättigheter; Transparency; Explainability; Interpretability; Transparens; Förklarbarhet; Tolkningsbarhet; Trustworthy AI; tillförlitlig AI; Black Box; Opacitet; IT-rätt; Forst; Law and Political Science;

    Abstract : In April 2018 the European Commission took their first step into establishing the European AI Strategy, which aims to make Europe the world-leading centre for AI while ensuring fundamental rights and freedoms. In April 2021 the proposal for a regulation on artificial intelligence, referred to as the AI Act, was announced. READ MORE

  5. 24. 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

  6. 25. Customer Usage and User-Experienced Quality of NVDB Bicycle Data

    University essay from KTH/Geoinformatik

    Author : Linnea Eriksson; [2023]
    Keywords : Bicycle data; Data quality; NVDB; Cykeldata; datakvalitet; NVDB;

    Abstract : The national road database, NVDB, contains data on Swedish roads, streets, bicycle paths, and their attributes. Ensuring good data quality of bicycle data is important since it can help develop the bicycle infrastructure and strengthen the role of cycling in the transport system. READ MORE