Essays about: "classify industry"

Showing result 11 - 15 of 78 essays containing the words classify industry.

1. 11. Insurance Fraud Detection using Unsupervised Sequential Anomaly Detection

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Anton Hansson; Hugo Cedervall; [2022]
   Keywords : Insurance Fraud Detection; Anomaly Detection; Long Short-Term Memory Networks LSTM ; Unsupervised Learning; Autoencoder AE ; Variational Autoencoder VAE ; Interpretable Machine Learning; Feature Engineering; Feature Selection; Feature Importance;

   Abstract : 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

3. 12. Machine-vision-based Detection of Paper Roll Core Eccentricity : Fast and Robust On-Line Measurement Using Circular Hough Transform

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Erik Sehlstedt; [2022]
   Keywords : Eccentricity; Core eccentricity; Paper roll; Machine vision; Computer vision; Hough transform; Circular Hough transform; Defect detection; On-line measurement; Quality control;

   Abstract : The field of computer vision offers tools that allow machines to derive meaningful infor-mation from video and images and consequently make decisions based on visual inputs. In the paper industry, implementation of machine vision (MV) can be used to automate and speed up processes that require visual inspection, particularly certain segments of quality control – one such application being detection and measurement of paper roll core eccentricity. READ MORE

4. 13. Early-stage detection of bark beetle infested spruce forest stands using Sentinel-2 data and vegetation indices

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Karl Piltz; [2022]
   Keywords : Geomatics; Remote sensing; Bark beetle; Early-stage; Vegetation index; Sentinel-2; Spruce; Forestry; Earth and Environmental Sciences;

   Abstract : The European spruce bark beetle is an insect that is often referred to as a pest. Responsible for the destruction of over 150 million m3 of Norwegian spruce forest in Europe over the last 50 years makes this insect one of the major disturbances to the forest industry. READ MORE

5. 14. Investigating Machine Learning for verification of AMBA APB protocol.

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Abhiram Srisai Kishore; Mohammed Wasim; [2022]
   Keywords : Machine learning; SOC Verification; AMBA; Neural Networks; Deep Learning; Assertions.; Technology and Engineering;

   Abstract : It is a well-known fact that in any Application Specific Integrated Circuit (ASIC) design, verification consumes most time and resources. And when it comes to huge designs, finding bugs can be tedious given the area and the complexity. As per Moore’s law, the design complexity is increasing exponentially due to the growing demand for performance. READ MORE

6. 15. Light Green is the New Black: The EU SFDR as a Driver for Greenwashing in the Mutual Fund Industry?

   University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

   Author : Niko Michl; Kolja Schmid; [2022]
   Keywords : ESG label; Greenwashing; SFDR; Mutual funds; Policy intervention;

   Abstract : In March 2021, the European Commission enacted the Sustainable Finance Disclosure Regulation (SFDR), which requires mutual fund managers in the EU to disclose ESG-relevant information and to classify their products either as light green (Art. 8), dark green (Art. 9), or others (Art. 6). READ MORE