Essays about: "maskinlärning"

Showing result 1 - 5 of 36 essays containing the word maskinlärning.

1. 1. A Predictive Analysis of Customer Churn

   University essay from KTH/Matematisk statistik

   Author : Olivia Eskils; Anna Backman; [2023]
   Keywords : Churn prediction; CRM; optimization; applied mathematics; machine learning; gradient boosting; random forest; logistic regression; insurance industry; Kundbortfall; CRM; optimering; tillämpad matematik; maskininlärning; gradient boosting; random forest; logistisk regression; försäkringsbranschen;

   Abstract : Churn refers to the discontinuation of a contract; consequently, customer churn occurs when existing customers stop being customers. Predicting customer churn is a challenging task in customer retention, but with the advancements made in the field of artificial intelligence and machine learning, the feasibility to predict customer churn has increased. READ MORE

3. 2. Machine Learning Algorithms to Predict Cost Account Codes in an ERP System : An Exploratory Case Study

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alexander Wirdemo; [2023]
   Keywords : Artificial Intelligence; Machine Learning; ERP; invoice automation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor; Artificiell Intelligens; maskinlärning; ERP; fakturaautomation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor;

   Abstract : This study aimed to investigate how Machine Learning (ML) algorithms can be used to predict the cost account code to be used when handling invoices in an Enterprise Resource Planning (ERP) system commonly found in the Swedish public sector. This implied testing which one of the tested algorithms that performs the best and what criteria that need to be met in order to perform the best. READ MORE

4. 3. Digitalisation of Predetermined Motion Time Systems : An Investigation Towards Automated Time Setting Processes

   University essay from KTH/Produktionsutveckling

   Author : Jesper Gans; [2023]
   Keywords : Predetermined Motion Time Systems PMTS ; Computer Vision CV ; Machine Learning ML ; Förutbestämda metod-rörelse system; Datorseende; Maskinlärning;

   Abstract : Time setting in production operations is necessary to properly takt and balance the flow of assembly and logistics. Time setting activities is also crucial to achieve an optimised, healthy and ergonomic assembly and logistics operation. READ MORE

5. 4. Kalman filters as an enhancement to object tracking using YOLOv7

   University essay from KTH/Matematik (Avd.)

   Author : Axel Jernbäcker; [2022]
   Keywords : statistics; applied mathematics; machine learning; kalman filter; statistik; tillämpad matematik; maskinlärning; kalman filter;

   Abstract : In this paper we study continuous tracking of airplanes using object detection models, namely YOLOv7, combined with a Kalman filter. The tracking should be able to be done in real-time. The idea of combining Kalman filters with an object detection model comes from the lack of time-dependent context in models such as YOLOv7. READ MORE

6. 5. Detecting PowerShell Obfuscation Techniques using Natural Language Processing

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Jacob Klasmark; [2022]
   Keywords : Obfuscation detection; PowerShell; Natural Language Processing; Machine Learning; Security Operations Center; Obfuskeringsdetektion; PowerShell; Natural Language Processing; Maskinlärning; Security Operations Center;

   Abstract : PowerShell obfuscation is often used to avoid getting detected by Anti Virus programs. There are several different techniques to change a PowerShell script and still perform the same tasks. Detecting these obfuscated files is a good addition in order to detect malicious files. READ MORE