Essays about: "LIME"

Showing result 26 - 30 of 145 essays containing the word LIME.

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

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

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

    Abstract : 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. READ MORE

  2. 27. Explainable Multimodal Fusion

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

    Author : Jaweriah Alvi; [2021]
    Keywords : Multimodal; Explainability; Fusion; Interpretability; Multimodal; förklarbarhet; fusion; tolkbarhet;

    Abstract : 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. READ MORE

  3. 28. The Contribution of Visual Explanations in Forensic Investigations of Deepfake Video : An Evaluation

    University essay from Umeå universitet/Institutionen för datavetenskap

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

    Abstract : 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. READ MORE

  4. 29. 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

    University essay from Linköpings universitet/Institutionen för tema

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

    Abstract : 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. READ MORE

  5. 30. Scrubbing of sulfur dioxide from secondary process gases in a copper smelter

    University essay from KTH/Kemiteknik

    Author : Obiora Okolo; [2021]
    Keywords : sulfur dioxide; scrubbing; smelter; process industry; flue gas desulfurization; svaveldioxid; skrubbning; smältverk; processindustri; rökgasavsvavling;

    Abstract : Processindustrin är den största källan för utsläpp av svaveldioxid (SO2) i Sverige, vilket även inkluderar icke­järnmetallindustrin. Kopparsmältverket Boliden Rönnskär har ett miljötillstånd som tillåter SO2­-utsläpp på maximalt 3500 ton/år, en gräns som Rönnskär har legat nära under de senaste åren. READ MORE