Essays about: "Business Classification"

Showing result 11 - 15 of 170 essays containing the words Business Classification.

  1. 11. Information Extraction from Invoices using Graph Neural Networks

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

    Author : Tuoyuan Tan; [2023]
    Keywords : Natural Language Processing; Information Extraction; Graph Neural Networks; Invoice; Behandling av naturligt språk; informationsutvinning; grafiska neurala nätverk; faktura;

    Abstract : Information Extraction is a sub-field of Natural Language Processing that aims to extract structured data from unstructured sources. With the progress in digitization, extracting key information like account number, gross amount, etc. from business invoices becomes an interesting problem in both industry and academy. READ MORE

  3. 12. Compression Selection for Columnar Data using Machine-Learning and Feature Engineering

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Douglas Persson; Ludvig Juelsson Larsen; [2023]
    Keywords : Machine Learning; XGBoost; Classification; Feature Engineering; Compression Algorithms; Data Encodings; Database Management System DBMS ; Column- Oriented DBMS;

    Abstract : There is a continuously growing demand for improved solutions that provide both efficient storage and efficient retrieval of big data for analytical purposes. This thesis researches the use of machine-learning together with feature engineering to recommend the most cost-effective compression algorithm and encoding combination for columns in a columnar database management system (DBMS). READ MORE

  4. 13. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Sofia Färenmark; [2023]
    Keywords : Imbalanced data classification; LASSO; Boruta; SVM; RFC; neural network; decision tree; AUC; AUPRC;

    Abstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE

  5. 14. Individual revenue forecasting in the banking sector

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

    Author : Ricardo Jorge Pinto Brandão; Simona Sulzickyte; [2023]
    Keywords : Revenue forecasting; Banking; Machine Learning; XGBoost; Customer segmentation; Business and Economics;

    Abstract : This paper analyses data from a Swedish bank combined with macroeconomic indicators to forecast revenues for individual customers over the course of four years. Separate models are created for recurring customers and customers who have just joined the bank. READ MORE

  6. 15. AI and Business Decision Making : Striking a Balance between Efficiency and Responsibility

    University essay from Karlstads universitet/Handelshögskolan (from 2013)

    Author : Filippa Lundberg; [2023]
    Keywords : Artificial intelligence; AI; Business decision-making; Strategic challenges; Legal challenges;

    Abstract : Numerous publications have expressed concerns regarding the use of artificial intelligence (AI) in business decision-making. These concerns encompass bias, competence, the absence of an AI development strategy, and the limited attention given to strategic and legal issues and explainability of AI decisions. READ MORE