Essays about: "Anomaly detection"
Showing result 1 - 5 of 225 essays containing the words Anomaly detection.
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1. Insurance Fraud Detection using Unsupervised Sequential Anomaly Detection
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Fraud is a common crime within the insurance industry, and insurance companies want to quickly identify fraudulent claimants as they often result in higher premiums for honest customers. Due to the digital transformation where the sheer volume and complexity of available data has grown, manual fraud detection is no longer suitable. READ MORE
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2. Predictive Maintenance of Induction Motors using Deep Learning : Anomaly Detection using an Autoencoder Neural Network and Fault Classification using a Convolutional Neural Network
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With the fast evolution of the Industry 4.0, the increased use of sensors and the rapid development of the Internet of Things (IoT), and the adoption of artificial intelligence methods, smart factories can automate their processes to vastly improve their efficiency and production quality. READ MORE
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3. Cooperative security log analysis using machine learning : Analyzing different approaches to log featurization and classification
University essay from Linköpings universitet/Databas och informationsteknikAbstract : This thesis evaluates the performance of different machine learning approaches to log classification based on a dataset derived from simulating intrusive behavior towards an enterprise web application. The first experiment consists of performing attacks towards the web app in correlation with the logs to create a labeled dataset. READ MORE
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4. Sequential Anomaly Detection for Log Data Using Deep Learning
University essay from Göteborgs universitet/Institutionen för matematiska vetenskaperAbstract : Abstract Software development with continuous integration changes needs frequent testing for assessment. Analyzing the test output manually is time-consuming and automating this process could be beneficial to an organization. READ MORE
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5. Anomaly detection in 5G beam propagation
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Advancements in today's technology has motivated invention of faster mobile communication systems. The fifth generation mobile network, 5G, is the latest version made by the third generation partnership project (3GPP) and expects to both increase connection speed and reduce latency, which eventually will make it applicable in supporting state-of-the art technologies such as virtual reality and self-driving vehicles among others. READ MORE
