Essays about: "unsupervised classification"
Showing result 31 - 35 of 109 essays containing the words unsupervised classification.
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31. A Confirmatory Analysis for Automating the Evaluation of Motivation Letters to Emulate Human Judgment
University essay from Högskolan Dalarna/Institutionen för information och teknikAbstract : Manually reading, evaluating, and scoring motivation letters as part of the admissions process is a time-consuming and tedious task for Dalarna University's program managers. An automated scoring system would provide them with relief as well as the ability to make much faster decisions when selecting applicants for admission. READ MORE
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32. Diagnosis of Synoptic Weather Patterns Causing Heavy Rainfall Occurrence Using Self-Organizing Maps
University essay from Lunds universitet/Avdelningen för Teknisk vattenresursläraAbstract : The annual number of events with precipitation over 50 mm/h have increased from 1970s and this trend is likely to be continued due to climate change in Kyushu, Japan. Therefore, it is important to recognize what kind of meteorological fields have contributed to the occurrence of heavy rainfall events and to reveal whether it is possible to diagnose heavy rainfall risk. READ MORE
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33. Customer loyalty, return and churn prediction through machine learning methods : for a Swedish fashion and e-commerce company
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : The analysis of gaining, retaining and maintaining customer trust is a highly topical issue in the e-commerce industry to mitigate the challenges of increased competition and volatile customer relationships as an effect of the increasing use of the internet to purchase goods. This study is conducted at the Swedish online fashion retailer NA-KD with the aim of gaining better insight into customer behavior that determines purchases, returns and churn. READ MORE
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34. Classification of Gear-shift data using machine learning
University essay from Mälardalens högskola/Akademin för innovation, design och teknikAbstract : Today, automatic transmissions are the industrial standard in heavy-duty vehicles. However, tolerances and component wear can cause factory calibrated gearshifts to have deviations that have a negative impact on clutch durability and driver comfort. READ MORE
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35. Development of Neural Networks Using Deterministic Transforms
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Deep neural networks have been a leading research topic within the machine learning field for the past few years. The introduction of graphical processing units (GPUs) and hardware advances made possible the training of deep neural networks. Previously the training procedure was impossible due to the huge amount of training samples required. READ MORE
