Essays about: "Explanatory artificial intelligence"

Showing result 1 - 5 of 10 essays containing the words Explanatory artificial intelligence.

  1. 1. Interactive or textual explanations? : Evaluation of two explanatory approaches within in-vehicle adaptive systems.

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

    Author : Gabriele Carollo; [2023]
    Keywords : Explainable artificial intelligence; human machine interaction; Förklarlig artificiell intelligens; interaktion mellan människa och maskin;

    Abstract : Adaptiva system är idag en viktig resurs för att kunna utföra vardagliga uppgifter och tillgodose användarnas behov med personliga anpassningar. Sådana system är vanligtvis baserade på modeller som förlitar sig på komplexa algoritmer för artificiell intelligens som gör att systemets beteende uppfattas som ogenomskinligt för användarna. READ MORE

  3. 2. Explainability of Machine Learning in Forecasts for Retail Sales Campaigns

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

    Author : Alexander Olsson; Robin Zamojsky; [2022]
    Keywords : ;

    Abstract : Explainable artificial intelligence is a growing field which is becoming increasingly important as machine learning is more integrated in businesses and various functions in society. A rising concern is the lack of transparency in decision-making processes for a substantial number of machine learning models. READ MORE

  4. 3. Comparison of Logistic Regression and an Explained Random Forest in the Domain of Creditworthiness Assessment

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

    Author : Marcus Ankaräng; Jakob Kristiansson; [2021]
    Keywords : Classification; Creditworthiness; Explainable Artificial Intelligence; Logistic Regression; Machine Learning; Random Forest; SHAP; XAI;

    Abstract : As the use of AI in society is developing, the requirement of explainable algorithms has increased. A challenge with many modern machine learning algorithms is that they, due to their often complex structures, lack the ability to produce human-interpretable explanations. READ MORE

  5. 4. Do Judge a Book by its Cover! : Predicting the genre of book covers using supervised deep learning. Analyzing the model predictions using explanatory artificial intelligence methods and techniques.

    University essay from Linköpings universitet/Datorseende

    Author : Alice Velander; David Gumpert Harrysson; [2021]
    Keywords : Convolutional neural network; Book cover; Explanatory artificial intelligence;

    Abstract : In Storytel’s application on which a user can read and listen to digitalized literature, a user is displayed a list of books where the first thing the user encounters is the book title and cover. A book cover is therefore essential to attract a consumer’s attention. READ MORE

  6. 5. Raw Data for Peace and Security - The Extraction and Mining of People's Behaviour

    University essay from Malmö universitet/Fakulteten för kultur och samhälle (KS)

    Author : Yannick Deller; [2020]
    Keywords : UN Global Pulse; Peace and Security; Instrumentarianism; Big Data and Artificial Intelligence; Social Control;

    Abstract : In 2015, the United Nations Global Pulse launched an experimentation process assessing the viability of big data and artificial intelligence analysis to support peace and security. The proposition of using such analysis, and thereby creating early warning systems based on real-time monitoring, warrants a critical assessment. READ MORE