Essays about: "External Learning"

Showing result 1 - 5 of 271 essays containing the words External Learning.

1. 1. Exploring Automated Early Problem Identification Based on Diagnostic Trouble Codes

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Mathias Forsman; Yihan Yang; [2024-03-05]
   Keywords : Automotive Industry; Early Problem Identification; Diagnostic Trouble Code; Case Study; Laboratory Experiment ; Machine Learning; Linear Regression; K-means Clustering;

   Abstract : In the current automotive industry, problem identification is a reactive process. It starts when the customer experiences a vehicle problem and goes to the workshop. Subsequently, all the problem-related data will be collected from the workshop and forwarded to the vehicle manufacturer. READ MORE

3. 2. An evaluation study of 3D imaging technology as a tool to estimate body weight and growth in dairy heifers

   University essay from SLU/Dept. of Animal Nutrition and Management

   Author : Emelie Ahlberg; [2024]
   Keywords : body measurement; body weight; growth; heifer; three-dimensional imaging; young stock management;

   Abstract : The aim of this thesis was to evaluate the use of a 3D camera as a tool to estimate body weight and growth in dairy heifers. Data collection lasted from October 2022 to January 2023 and was performed at the Swedish Livestock Research Centre in Uppsala, Sweden. READ MORE

4. 3. CNN-LSTM architecture for predicting hazardous driving situations

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Noomi Lindblad; Stefani Platakidou; [2023-10-05]
   Keywords : Data science; Machine learning; LSTM; CNN; Vehicle data; Hazardous driving situation; Deep learning;

   Abstract : This study aims to investigate how a CNN-LSTM model can be used together with recorded vehicle data from trucks and external weather data in order to predict a hazardous driving situation. The dataset consists of three-second-long driving snippets from customer and development trucks registered within Europe. READ MORE

5. 4. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Stella Jarlöv; Anton Svensson Dahl; [2023]
   Keywords : demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

   Abstract : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. READ MORE

6. 5. Circularity indicators in practice: Exploring companies’ application and linkages to sustainability

   University essay from Lunds universitet/Internationella miljöinstitutet

   Author : Emilia Paulina Paredes Bassi; [2023]
   Keywords : circular economy; circularity indicators; circularity assessment; sustainability assessment; industry; Chile; Social Sciences;

   Abstract : The Circular Economy (CE) has gained global recognition as a way to enable sustainability improvements in production and consumption systems. Numerous circularity indicators (c-indicators) have been developed by academia and practitioners to be used at the company level as analytical tools to measure progress towards a more circular economy. READ MORE