Essays about: "Survival index"
Showing result 1 - 5 of 28 essays containing the words Survival index.
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1. Machine learning for risk ranking of component failure : A comparative study of traditional- and survival machine learning approaches applied to historical data
University essay from Uppsala universitet/DatalogiAbstract : This master thesis investigates the use of machine learning for predicting and assessing the risk of railway vehicle component failures. Data used for failure prediction often comes with limitations due to the complex nature of maintenance or sometimes requires investments for the extraction of information. READ MORE
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2. Development of a Machine Learning Survival Analysis Pipeline with Explainable AI for Analyzing the Complexity of ED Crowding : Using Real World Data collected from a Swedish Emergency Department
University essay from KTH/Medicinteknik och hälsosystemAbstract : One of the biggest challenges in healthcare is Emergency Department (ED)crowding which creates high constraints on the whole healthcare system aswell as the resources within and can be the cause of many adverse events.Is is a well known problem were a lot of research has been done and a lotof solutions has been proposed, yet the problem still stands unsolved. READ MORE
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3. Deep Learning Approach for Time- to-Event Modeling of Credit Risk
University essay from KTH/Matematisk statistikAbstract : This thesis explores how survival analysis models performs for default risk prediction of small-to-medium sized enterprises (SME) and investigates when survival analysis models are preferable to use. This is examined by comparing the performance of three deep learning models in a survival analysis setting, a traditional survival analysis model Cox Proportional Hazards, and a traditional credit risk model logistic regression. READ MORE
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4. Samband mellan föryngrings-resultatet år 5 och kvalitets-klassning av markberedning och planteringsåtgärder på SCA:s fasta provytor i norra Sverige
University essay from SLU/Dept. of Forest Ecology and ManagementAbstract : De enskilt viktigaste skogliga åtgärderna i dagens skogsbruk sker under ungskogsfasen. Det är i ungskogsfasen grunden för det framtida be-ståndets struktur och ekonomiska avkastning läggs, men även land-skapsstrukturen i helhet. READ MORE
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5. Assessment of coastal erosion to create a seagrass vulnerability index in northwestern Madagascar using automated quantification analysis
University essay from Stockholms universitet/Institutionen för naturgeografiAbstract : The seagrass extent has been declining globally. The human activities that are most likely to cause seagrass loss are those which affect the water quality and clarity. However, turbidity following coastal erosion is often left out from marine ecosystem vulnerability indices. READ MORE
