Essays about: "industry classification"

Showing result 16 - 20 of 244 essays containing the words industry classification.

  1. 16. Effectivisation of keywords extraction process : A supervised binary classification approach of scraped words from company websites

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Josef Andersson; Max Fremling; [2023]
    Keywords : Machine learning; keyword classification; unbalanced data; word embedding;

    Abstract : In today’s digital era, establishing an online presence and maintaining a well-structured website is vitalfor companies to remain competitive in their respective markets. A crucial aspect of online success liesin strategically selecting the right words to optimize customer engagement and search engine visibility. READ MORE

  3. 17. Automated Extraction of Insurance Policy Information : Natural Language Processing techniques to automate the process of extracting information about the insurance coverage from unstructured insurance policy documents.

    University essay from Uppsala universitet/Datalogi

    Author : Jacob Hedberg; Erik Furberg; [2023]
    Keywords : NLP; SBERT; AI; Insurance; Semantic similarity;

    Abstract : This thesis investigates Natural Language Processing (NLP) techniques to extract relevant information from long and unstructured insurance policy documents. The goal is to reduce the amount of time required by readers to understand the coverage within the documents. READ MORE

  4. 18. Mining the Skies: An Exploration of Airline Reviews using LDA

    University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

    Author : Joel Ljungström; [2023]
    Keywords : LDA; Logistic Regression; Classification Tree; Airline Reviews; Web Crawler; Business and Economics;

    Abstract : Airlines face a highly competitive industry requiring large capital investment at thin profit margins. In addition, the carriers are re-emerging from the COVID-19 pandemic; a time period which brought the industry to a standstill and revenue streams to an unforeseen low. READ MORE

  5. 19. Predicting SNI Codes from Company Descriptions : A Machine Learning Solution

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Erik Lindholm; Jonas Nilsson; [2023]
    Keywords : Machine learning; text classification; SNI; Naive Bayes; SVM; oversampling; undersampling;

    Abstract : This study aims to develop an automated solution for assigning area of industry codes to businesses based on the contents of their business descriptions. The Swedish standard industrial classification (SNI) is a system used by Statistics Sweden (SCB) for categorizing businesses for their statistics reports. READ MORE

  6. 20. Improving Image Classification using Domain Adaptation for Autonomous Driving : A Master Thesis in Collaboration with Scania

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

    Author : Mikael Westlund; [2023]
    Keywords : Autonomous driving; Deep Learning; Domain Adaptation; Image classification; LiDAR; Transfer Learning; Självkörande fordon; Djupinlärning; Domain Adaptation; Bildklassificering; LiDAR; Överföringsinlärning;

    Abstract : Autonomous driving is a rapidly changing industry and has recently become a heavily focused research topic for vehicle producing companies and research organizations. These autonomous vehicles are typically equipped with sensors such as Light Detection and Radar (LiDAR) in order to perceive their surroundings. READ MORE