Essays about: "LIME"

Showing result 1 - 5 of 129 essays containing the word LIME.

  1. 1. Using XAI Tools to Detect Harmful Bias in ML Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Klaus Virtanen; [2022]
    Keywords : Explainable AI; XAI; Machine Learning; Bias; Bias in Machine Learning; LIME; SHAP;

    Abstract : In the past decade, machine learning (ML) models have become farmore powerful, and are increasingly being used in many important contexts. At the same time, ML models have become more complex, and harder to understand on their own, which has necessitated an interesting explainable AI (XAI), a field concerned with ensuring that ML and other AI system can be understood by human users and practitioners. READ MORE

  2. 2. Correlation of Magma Intrusions in the Slaufrudalur Pluton With 3D Modeling and Photogrammetry

    University essay from Uppsala universitet/Mineralogi, petrologi och tektonik

    Author : Maximilian Solberg; [2022]
    Keywords : photogrammetry; pluton; intrusion; subterranean cauldron subsidence; point cloud; mesh; geocellular volume; fotogrammetri; pluton; intrusion; subterranean cauldron subsidence; point cloud; mesh; geocellular volume;

    Abstract : Photogrammetry has become a great tool when analyzing geological outcrops. The Slaufrudalur plutonis located in southeast Iceland and is composed of multiple granitic intrusions. READ MORE

  3. 3. The Correlation of Workability and Mechanical Strength in air lime binders with different aggregates and pozzolan

    University essay from Göteborgs universitet/Institutionen för kulturvård

    Author : Natalia Ioanna Dedousi; [2021-03-16]
    Keywords : conservation; air-limes; binders; aggregates; pozzolan;

    Abstract : In this study are investigated two air lime binders common in conservation practice. The first one is a commercial air lime, emerging from dry slaking, which was left to age for 4 months. The second is a natural quicklime emerging from the burning in a traditional lime kiln from Mariestad, Sweden. READ MORE

  4. 4. Explainable Deep Learning Methods for Market Surveillance

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

    Author : Marcus Jonsson Ewerbring; [2021]
    Keywords : Deep Learning; Machine Learning; Explainable Deep Learning; XAI; Market Surveillance; Djupinlärning; Maskininlärning; Förklarbar Djupinlärning; XAI; Marknadsövervakning;

    Abstract : Deep learning methods have the ability to accurately predict and interpret what data represents. However, the decision making of a deep learning model is not comprehensible for humans. This is a problem for sectors like market surveillance which needs clarity in the decision making of the used algorithms. READ MORE

  5. 5. Detection of plant diseases in tomato leaves : With focus on providing explainability and evaluating user trust

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Nishanth Vijay; [2021]
    Keywords : ;

    Abstract : The transmission of diseases from unhealthy to healthy plants is one of the most disastrous threats to the agriculture industry. Diseases transferred spread like wild fire and have the potential to infest the whole farm if not detected early. READ MORE