Results 231 to 240 of about 59,770 (264)

Automated Text Classification System Based on Statistical Unified Model

2020
The paper is devoted to the automated text classification system based on a unified model. The main text mining statistical and linguistic approaches are considered. The architecture of the developed system is given. The automated system is analyzed in details.
S. Skorynin, A. Surkova
openaire   +1 more source

An automated new approach in fast text classification (fastText)

Proceedings of the 2019 3rd International Conference on Natural Language Processing and Information Retrieval, 2019
Any Text Classification (TC) problem need pre-processing steps which may affect the classification accuracy. Especially pre-processing steps need substantial effort particularly in agglutinative languages such as Turkish. In this context, a traditional text categorization problem requires pre-processing steps such as tokenization, stop-word removal ...
Birol Kuyumcu, Cuneyt Aksakalli, Selman Delil   +2 more
openaire   +1 more source

Discriminating between empirical studies and nonempirical works using automated text classification

Research Synthesis Methods, 2018
Objective: Identify the most performant automated text classification method (eg, algorithm) for differentiating empirical studies from nonempirical works in order to facilitate systematic mixed studies reviews.Methods: The algorithms were trained and validated with 8050 database records, which had previously been manually categorized as empirical or ...
Alexis Langlois, Jian‐Yun Nie, James Thomas, Quan Nha Hong, Pierre Pluye   +4 more
openaire   +3 more sources

Combining Bayesian Text Classification and Shrinkage to Automate Healthcare Coding

Journal of Data and Information Quality, 2011
This article analyzes the data quality issues that emerge when training a shrinkage-based classifier with noisy data. A statistical text analysis technique based on a shrinkage-based variation of multinomial naive Bayes is applied to a set of free-text discharge diagnoses occurring in a number of hospitalizations. All of these diagnoses were previously
Eitel J. M. Lauría, Alan D. March
openaire   +1 more source

Leveraging Automated Machine Learning for Text Classification

2021
Blohm, Matthias, Hanussek, Marc, Kintz, Maximilien   +2 more
openaire   +1 more source

Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations

Organizational Research Methods, 2022
Louis Hickman, Padmini Srinivasan
exaly  

Deep Learning--based Text Classification

ACM Computing Surveys, 2022
Erik Cambria
exaly  

Improving Text Security Classification Towards an Automated Information Guard

MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM), 2022
Ilana Heintz, John Grothendieck, Fred Bernardin, Gregory Kuperman   +3 more
openaire   +1 more source

Text Messages to Improve Medication Adherence and Secondary Prevention After Acute Coronary Syndrome: The TEXTMEDS Randomized Clinical Trial

Circulation, 2022
Clara K Chow, Harry Klimis, Aravinda Thiagalingam   +2 more
exaly  

Automated Bengali abusive text classification: Using Deep Learning Techniques

2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS), 2023
Showni Rudra Titli, Shimul Paul
openaire   +1 more source