Sökning: "LIME"

Visar resultat 36 - 40 av 240 uppsatser innehållade ordet LIME.

  1. 36. Explainable AI techniques for sepsis diagnosis : Evaluating LIME and SHAP through a user study

    Master-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Christian Norrie; [2021]
    Nyckelord :Explainable AI; local interpretable model-agnostic explanations; shapley additive explanations; sepsis;

    Sammanfattning : Articial intelligence has had a large impact on many industries and transformed some domains quite radically. There is tremendous potential in applying AI to the eld of medical diagnostics. A major issue with applying these techniques to some domains is an inability for AI models to provide an explanation or justication for their predictions. LÄS MER

  3. 37. Bjälklagselement i håldäck och korslimmat trä : En jämförelsestudie mellan två bjälklagselement

    Kandidat-uppsats, KTH/Byggteknik och design

    Författare :Oscar Ageby; Nardin Sher; [2021]
    Nyckelord :Cross - laminated timber; hollow core slab; steel frame; CO2 equivalents; Korslimmat trä; håldäcksbjälklag; stålstomme; CO2-ekvivalenter;

    Sammanfattning : I dagens samhälle ligger fokus på hållbarhet vilket ställer höga krav på konstruktören vid utformningav stommen till flerbostadshus. En stor del av CO2-utsläppen inom byggprocessen kan härledas tillmaterialvalet där förbränning av kalk inom cementindustrin och framställning av stål ur järnmalm ärbland de främsta faktorerna till utsläppen. LÄS MER

  4. 38. Explainable Multimodal Fusion

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Jaweriah Alvi; [2021]
    Nyckelord :Multimodal; Explainability; Fusion; Interpretability; Multimodal; förklarbarhet; fusion; tolkbarhet;

    Sammanfattning : Recently, there has been a lot of interest in explainable predictions, with new explainability approaches being created for specific data modalities like images and text. However, there is a dearth of understanding and minimal exploration in terms of explainability in the multimodal machine learning domain, where diverse data modalities are fused together in the model. LÄS MER

  5. 39. The Contribution of Visual Explanations in Forensic Investigations of Deepfake Video : An Evaluation

    Master-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Lisa Fjellström; [2021]
    Nyckelord :Deepfakes; Explainable AI; Local Interpretable Model-Agnostic Explanations LIME ; Forensic Investigations;

    Sammanfattning : Videos manipulated by machine learning have rapidly increased online in the past years. So called deepfakes can depict people who never participated in a video recording by transposing their faces onto others in it. This raises the concern of authenticity of media, which demand for higher performing detection methods in forensics. LÄS MER

  7. 40. Identifying the Most Optimizing Methods and some Influential Conditions in Methane Yield out of Olive Wastes : A Comprehensive Meta-Analysis On Biochemical Methane Potential Tests

    Magister-uppsats, Linköpings universitet/Institutionen för tema

    Författare :HOMA JABERIZADEH; [2021]
    Nyckelord :Methane; anaerobic digestion; treatment; olive wastes; pretreatment; co-digestion; متان، هضم بی هوازی، زباله زیتون، تیمار، پیش تیمار;

    Sammanfattning : The organic wastes including olive oil mill residues are an inseparable part of food manufacturing processes while implying multi-faceted damages to the environment. A good quantity of research has been conducted to examine the biogas enhancement level in the anaerobic process of olive residues. LÄS MER