Sökning: "Integrated Gradients"
Hittade 5 uppsatser innehållade orden Integrated Gradients.
1. Explainable AI For Predictive Maintenance
Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologiSammanfattning : As the complexity of deep learning model increases, the transparency of the systems does the opposite. It may be hard to understand the predictions a deep learning model makes, but even harder to understand why these predictions are made. LÄS MER
2. Exploring attribution methods explaining atrial fibrillation predictions from sinus ECGs : Attributions in Scale, Time and Frequency
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Deep Learning models are ubiquitous in machine learning. They offer state-of- the-art performance on tasks ranging from natural language processing to image classification. The drawback of these complex models is their black box nature. It is difficult for the end-user to understand how a model arrives at its prediction from the input. LÄS MER
3. Explainable Antibiotics Prescriptions in NLP with Transformer Models
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : The overprescription of antibiotics has resulted in bacteria resistance, which is considered a global threat to global health. Deciding if antibiotics should be prescribed or not from individual visits of patients’ medical records in Swedish can be considered a text classification task, one of the applications of Natural Language Processing (NLP). LÄS MER
4. Improving thermal fracture resistance in ceramic microcomponents for spacecraft propulsion
Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Ångström Space Technology Centre (ÅSTC)Sammanfattning : Because of thermal transients and gradients occurring upon rapid heating or cooling, microcomponents made from High-Temperature Co-fired Ceramics (HTCC) often fail at temperatures far below what the materials can withstand per se. This work investigates how resistance to thermal fracture in HTCC microcomponents can be increased by improving the component design, aiming at increasing the thermal performance of a microthruster with integrated heaters. LÄS MER
5. Fler nyanser av grönt och blått : hur hållbar dagvattenhantering kan rymmas i Malmös täta stadsväv
Master-uppsats, SLU/Dept. of Landscape Architecture, Planning and Management (from 130101)Sammanfattning : Den 31 augusti 2014 drabbades Malmö av ett kraftigt skyfall som orsaka de översvämningar på flera håll runt om i staden. Översvämningarna resulterade i skador på infrastruktur och bebyggelse men också i minskad framkomlighet i trafiken. LÄS MER