Essays about: "regression techniques"
Showing result 1 - 5 of 304 essays containing the words regression techniques.
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1. Exploring Automated Early Problem Identification Based on Diagnostic Trouble Codes
University essay from Institutionen för tillämpad informationsteknologiAbstract : In the current automotive industry, problem identification is a reactive process. It starts when the customer experiences a vehicle problem and goes to the workshop. Subsequently, all the problem-related data will be collected from the workshop and forwarded to the vehicle manufacturer. READ MORE
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2. Predicting True Sepsis and Culture-positive Sepsis in Intensive Care Unit with Machine Learning Techniques
University essay from Lunds universitet/Matematisk statistikAbstract : Sepsis, a serious medical condition often leading to patients requiring intensive care, has prompted numerous scientists to employ mathematical techniques to aid in its diagnosis. This thesis uses logistic regression and a machine learning technique, XGBoost, to predict true sepsis (as opposed to sepsis mimics) and culture-positive sepsis (among true sepsis) in critical care using blood test results, physiological measurements and other patient characteristics. READ MORE
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3. LP_MQTT - A Low-Power IoT Messaging Protocol Based on MQTT Standard
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : In the Internet of Things (IoT) era, the MQTT Protocol played a bigpart in increasing the flow of uninterrupted communication betweenconnected devices. With its functioning being on the publish/subscribe messaging system and having a central broker framework, MQTTconsidering its lightweight functionality, played a very vital role inIoT connectivity. READ MORE
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4. Mathematical modelling simulation data and artificial intelligence for the study of tumour-macrophage interaction
University essay from Högskolan i Skövde/Institutionen för biovetenskapAbstract : The study explores the integration of mathematical modelling and machine learning to understand tumour-macrophage interactions in the tumour microenvironment. It details mathematical models based on biochemistry and physics for predicting tumour dynamics, highlighting the role of macrophages. READ MORE
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5. Traffic State Estimation on Swedish Highways : Model Comparison using Multisource Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Due to the escalating demand for traffic information and management, the significance of traffic state estimation, which involves the assessment of traffic conditions on road segments with limited measurement data, is increasing. Two primary estimation methods are model-driven and data-driven. READ MORE