Essays about: "SVM"
Showing result 11 - 15 of 348 essays containing the word SVM.
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11. Predicting Customer Churn and Customer Lifetime Value (CLV) using Machine Learning
University essay from Lunds universitet/Matematisk statistikAbstract : In an evermore competitive environment for companies and business, predictive customer behaviour models can give companies a competitive edge over its competitors. Two such important predictive behaviour models are customer churn models and customer lifetime value (CLV) models. READ MORE
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12. Fault Detection in PV System using Machine Learning Technique
University essay from Högskolan Dalarna/MikrodataanalysAbstract : With the steady and rapid reliance on solar power as a viable alternative to traditional fuel-based energy, maintenance of solar panels is becoming an unavoidable issue for both producers and consumers. Machine learning techniques are useful in detecting solar panel faults and their life span. READ MORE
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13. Comparative Analysis of Machine Learning Algorithms for Biometric Iris Recognition Systems
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Biometric identification plays a crucial role in various industries such as retail, and banking. Among the different biometric traits, iris patterns have become a reliable means of identification due to their unique features. In our thesis, we focus on evaluating and comparing different machine learning algorithms for irisrecognition. READ MORE
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14. Study of vector control strategy on Interior Permanent Magnet Synchronous Motors
University essay from Högskolan Väst/Institutionen för ingenjörsvetenskapAbstract : This thesis presents a comprehensive study of Direct Torque Control (DTC) for Interior Permanent Magnet Synchronous Motors (IPMSMs) evaluating its potential in high performance motor drive systems. The research begins with a literature review, looking into the fundamental principles of DTC, Pulse Width Modulation (PWM), Space Vector Modulation (SVM) and Field Oriented Control (FOC). READ MORE
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15. Blink detection in eye tracking
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : This report discusses the accuracy of blink detection in eye tracking, using machine learningalgorithms. Blink detection is used in a wide variety of medicinal and psychological applica-tions such as a controller for motor impaired individuals. Image classification has recentlybeen used in eye tracking and blink detection applications. READ MORE