Essays about: "förklarbarhet"

Showing result 1 - 5 of 17 essays containing the word förklarbarhet.

1. 1. Increasing explainability of neural network based retail credit risk models

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

   Author : Anton Evilevitch; [2023]
   Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

   Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

3. 2. Estimating Poolability of Transport Demand Using Shipment Encoding : Designing and building a tool that estimates different poolability types of shipment groups using dimensionality reduction.

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

   Author : Marvin Kërçini; [2023]
   Keywords : Poolability; Transport networks; Autoencoder; Dimensionality reduction; Vehicle Routing Problem; Raggruppabilità; Reti di trasporto; Autoencoder; Riduzione della dimensionalità; Vehicle Routing Problem; Poolbarhet; Transportnätverk; Autokodare; Dimensionsreduktion; Fordonsdirigeringsproblem;

   Abstract : Dedicating less transport resources by grouping goods to be shipped together, or pooling as we name it, has a very crucial role in saving costs in transport networks. Nonetheless, it is not so easy to estimate pooling among different groups of shipments or understand why these groups are poolable. READ MORE

4. 3. Explainable Machine Learning in Cardiovascular Diagnostics

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

   Author : Alexander Gutell; Ludvig Skare; [2023]
   Keywords : ;

   Abstract : The major challenges in implementing machine learning models in medical applications stemfrom ethical and accountability concerns, which arise from the lack of insight and understandingof the models' inner workings and reasoning. This opaqueness has resulted in the emergenceof a new subfield of machine learning called Explainability, which aims to develop and deploymethods to gain insight into how input data is weighted and propagated through a machinelearning algorithm. READ MORE

5. 4. Explainability to enhance creativity : A human-centered approach to prompt engineering and task allocation in text-to-image models for design purposes

   University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

   Author : Celina Burlin; [2023]
   Keywords : ;

   Abstract : As the power, utility, and prevalence of generative AI technologies continue to grow, the debate on whether and how designers should incorporate text-image models into the design process is gaining momentum. To ensure productivity, creativity, and human values, this project seeks to address design interaction and task allocation between designers, and generative AI models become essential. READ MORE

6. 5. 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