Comparative Analysis of NLP-Based Models for Company Classification

M Rizinski, A Jankov, V Sankaradas, E Pinsky… - Information, 2024 - mdpi.com
The task of company classification is traditionally performed using established standards,
such as the Global Industry Classification Standard (GICS). However, these approaches …

Industry Classification Using a Novel Financial Time-Series Case Representation

R Dolphin, B Smyth, R Dong - arXiv preprint arXiv:2305.00245, 2023 - arxiv.org
The financial domain has proven to be a fertile source of challenging machine learning
problems across a variety of tasks including prediction, clustering, and classification …

A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation

R Dolphin, B Smyth, R Dong - International Conference on Case-Based …, 2023 - Springer
The financial domain has proven to be a fertile source of challenging machine learning
problems across a variety of tasks including prediction, clustering, and classification …

Quantum Algorithms

I Hull, O Sattath, E Diamanti, G Wendin - Quantum Technology for …, 2024 - Springer
This chapter provides an overview of quantum algorithms that have relevance for
econometricians and computational economists. It is divided into two subsections. The first …