Essays about: "Machine Learning Approach"
Showing result 11 - 15 of 756 essays containing the words Machine Learning Approach.
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11. Challenges in Specifying Safety-Critical Systems with AI-Components
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE
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12. A Software Process Workflow for Smart Anomaly Detection Systems
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : The use of smart anomaly detection systems is set to increase at organisations during the Industry 4.0 era, for use in Predictive Maintenance (PdM). READ MORE
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13. The influence of data annotation process requirements on performance criteria of ML models
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : The data annotation process is a critical step in the development of machine learning (ML) models, as it entails labeling data to help supervised learning. This study investigates the impact of data annotation process requirements on the performance of ML models. READ MORE
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14. Investigating the Accuracy of Metric-Based versus Machine Learning Approaches in Detecting Design Patterns
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Design pattern detection approaches have evolved, with machine-learning methods gaining prominence. However, implementing machine-learning models can be challenging due to extensive training requirements and the need for large labeled design pattern datasets. READ MORE
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15. Generative AI as a Tool for Swedish Startups - A qualitative study on how Generative AI can affect Swedish startups
University essay from Göteborgs universitet/Graduate SchoolAbstract : In today's rapidly evolving technological landscape, startups are constantly seeking new ways to innovate and stay ahead of the competition. One promising innovation is Generative AI, which uses large datasets to generate original content such as images, music, code, or text (McKinsey & Company, 2022). READ MORE