Results 11 to 20 of about 42,686,202 (279)
Text classification method review [PDF]
, 2007 With the explosion of information fuelled by the growth of the World Wide Web it is no longer feasible for a human observer to understand all the data coming in or even classify it into categories.
Tiwari, Ashutosh +3 more
core +7 more sources
Variation of word frequencies across genre classification tasks [PDF]
, 2007 This paper examines automated genre classification of text documents and its role in enabling the effective management of digital documents by digital libraries and other repositories.
Ross, S., Kim, Y.
core +8 more sources
Comparison of text-image fusion models for high school diploma certificate classification
Communications in Science and Technology, 2020 File scanned documents are commonly used in this digital era. Text and image extraction of scanned documents play an important role in acquiring information. A document may contain both texts and images.
Chandra Ramadhan Atmaja Perdana +2 more
doaj +1 more source
Automated classification of text sentiment [PDF]
Proceedings of the South African Institute of Computer Scientists and Information Technologists, 2017 In "2017 Annual Conference of the South African Institute of Computer Scientists and Information"
Emmanuel Dufourq, Bruce A. Bassett
openaire +4 more sources
A Survey on Text Classification Algorithms: From Text to Predictions
Information, 2022 In recent years, the exponential growth of digital documents has been met by rapid progress in text classification techniques. Newly proposed machine learning algorithms leverage the latest advancements in deep learning methods, allowing for the ...
Andrea Gasparetto +3 more
doaj +1 more source
Revisiting Text Guide, a Truncation Method for Long Text Classification
Applied Sciences, 2021 The quality of text classification has greatly improved with the introduction of deep learning, and more recently, models using attention mechanism.
Krzysztof Fiok +5 more
doaj +1 more source
Benefits of associative classification within text categorisation [PDF]
, 2008 Associative Classification has been successfully employed in many diverse classification problem domains, showing high classification accuracy and adequate computation time relative to the other traditionally used solutions.
Osborne, Hugh +2 more
core +4 more sources
Summary of text classification methods
网络与信息安全学报, 2019 How to effectively classify text has become a hot topic. Firstly, the concept of text classification, word segmentation, feature extraction and text classification methods were introduced, and the research actuality was summarized.
YU You, FU Yu, WU Xiaoping
doaj +3 more sources
Automatic Classification of Text Complexity
Applied Sciences, 2020 This work introduces an automatic classification system for measuring the complexity level of a given Italian text under a linguistic point-of-view.
Valentino Santucci +3 more
doaj +1 more source
Measurement: Sensors, 2023 Text classification technique is advancing rapidly alongside AI technology, showing signs of maturity. Moreover, there are always many unrestricted constraints that text classification must deal with in practical settings.
Myagmarsuren Orosoo +6 more
doaj +1 more source