Essays about: "Daniel Strallhofer"

Found 2 essays containing the words Daniel Strallhofer.

  1. 1. Operationalizing FAccT : A Case Study at the Swedish Tax Agency

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Daniel Jansson; Daniel Strallhofer; [2020]
    Keywords : Fairness; Accountability; Transparency; Algorithmic accountability; Bias; Framework; Machine learning; Case study; Rättvisa; Ansvarsskyldighet; Transparens; Algoritmisk ansvarsskyldighet; Ramverk; Maskininlärning;

    Abstract : Fairness, accountability and transparency (FAccT) in machine learning is an interdisciplinary area that concerns the design, development, deployment and maintenance of ethical AI and ML. Examples of research challenges in the field are detecting biased models, accountability issues that arise with systems that make decisions without human intervention or oversight, and the blackbox issues where decisions made by an AI system are untraceable. READ MORE

  3. 2. Classifying Urgency : A Study in Machine Learning for Classifying the Level of Medical Emergency of an Animal’s Situation

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

    Author : Daniel Strallhofer; Jonatan Ahlqvist; [2018]
    Keywords : Medical Urgency; Veterinarian; Text Classification; Machine Learning; Multinomial Naive Bayes; Linear Support Vector Classification; Edge cases; Data gathering process;

    Abstract : This paper explores the use of Naive Bayes as well a Linear Support Vector Machines in order to classify a text based on the level of medical emergency. The primary source of testing will be an online veterinarian service’s customer data. READ MORE