Essays about: "Ensemble learning"
Showing result 21 - 25 of 107 essays containing the words Ensemble learning.
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21. Machine Learning for Classification of Temperature Controlled Containers Using Heavily Imbalanced Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Temperature controllable containers are used frequently in order to transport pharmaceutical cargo all around the world. One of the leading manufacturing companies of these containers has a method for detecting containers with a faulty cooling system before making a shipment. READ MORE
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22. Automatic loose gravel condition detection using acoustic observations
University essay from Högskolan Dalarna/Institutionen för information och teknikAbstract : Evaluation of the road's condition and state is essential for its upkeep, especially when discussing gravel roads, for the following reasons, among other. When loose gravel is not adequately maintained, it can pose a hazard to drivers, who can lose control of their vehicle and cause accidents. READ MORE
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23. Cyber attacks against small companies that outsource their services
University essay from Högskolan Dalarna/Institutionen för information och teknikAbstract : Companies outsource a lot of their development tasks. The use of external development teams introduces security problems which may lead to data breaches and even corporate espionage where business ideas are used in other companies, leading to leaking of trade secrets. READ MORE
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24. Prediction of flue gas properties using artificial intelligence : Application of supervised machine learning by utilization of Near-Infrared Spectroscopy on solid biofuels
University essay from Mälardalens universitet/Akademin för ekonomi, samhälle och teknikAbstract : This degree project studies implementation and comparison of different AI models to predict (1) solid biofuel elements including carbon, hydrogen, nitrogen, and oxygen as well as moisture content, ash content, and higher heating value (HHV) of the fuel and (2) flue gas compositions such as concentration of carbon dioxide, carbon monoxide, nitrogen, nitrogen oxides, and water content using near-infrared spectroscopy and chemometric approaches. The study executes these predictions by simulating the operation of a combined heat and power plant (CHP) that is equipped with carbon capture and storage (CCS). READ MORE
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25. Neonatal Sepsis Detection Using Decision Tree Ensemble Methods: Random Forest and XGBoost
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Neonatal sepsis is a potentially fatal medical conditiondue to an infection and is attributed to about 200 000annual deaths globally. With healthcare systems that are facingconstant challenges, there exists a potential for introducingmachine learning models as a diagnostic tool that can beautomatized within existing workflows and would not entail morework for healthcare personnel. READ MORE