4.4 Article

Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study

Related references

Note: Only part of the references are listed.
Article Computer Science, Theory & Methods

The Evolution of Topic Modeling

Rob Churchill et al.

Summary: This study provides a comprehensive analysis of unsupervised topic models, including their origins, different types of models, and evaluation methods. It also summarizes the areas where topic models have been successful and identifies areas where further research is needed.

ACM COMPUTING SURVEYS (2022)

Article Computer Science, Information Systems

Applications of Topic Models

Jordan Boyd-Graber et al.

Foundations and Trends in Information Retrieval (2017)

Article Statistics & Probability

A Model of Text for Experimentation in the Social Sciences

Margaret E. Roberts et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)

Article Computer Science, Artificial Intelligence

Introduction

Madeleine Udell et al.

FOUNDATIONS AND TRENDS IN MACHINE LEARNING (2016)

Review Computer Science, Hardware & Architecture

Probabilistic Topic Models

David M. Blei

COMMUNICATIONS OF THE ACM (2012)

Article Computer Science, Interdisciplinary Applications

Algorithms and applications for approximate nonnegative matrix factorization

Michael W. Berry et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2007)

Article Multidisciplinary Sciences

Finding scientific topics

TL Griffiths et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2004)