Results 191 to 200 of about 4,133 (219)

CLASSIFICATION OF CYBERATTACKS USING THE FASTTEXT MODEL

Scientific and Practical Journal "Materials of Scientific Conferences of the Petro Mohyla Black Sea National University"
The paper presents a research of parsing User Agent Strings (UAS) for machine learning and examines the features of relevant software libraries. A more accurate and structured method for identifying cyberattack characteristics is implemented without relying on complex regular expressions.
Dmytro Zavorotnii, Ivan Burlachenko
openaire   +1 more source

A Comparison of fastText Implementations Using Arabic Text Classification

2019
The quality of word representation is crucial to obtain good results in many natural language processing tasks. Recently, many word representation models (word embeddings), such as fastText, have been developed. In this research, we compared the algorithms for the fastText implementation, Facebook’s official implementation, and Gensim’s implementation ...
Nuha Alghamdi, Fatmah Yousef Assiri
openaire   +1 more source

FastText and XGBoost Content-Based Classification for Employment Web Scraping

2020
The purpose of this paper is to present the design and results of experiments that focus on universal, autonomous data extraction (web scraping) system fed by publicly available online job listings. In particular, methods of automated crawling, preprocessing and classifying data from job offers will be presented together with the aggregation of the ...
Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer   +3 more
openaire   +2 more sources

Security bug reports classification using fasttext

International Journal of Information Security, 2023
openaire   +2 more sources

Measuring the novelty of scientific publications: A fastText and local outlier factor approach

Journal of Informetrics, 2023
Changyong Lee, Junyoup Lee, Joon Mo Ahn   +2 more
exaly  

Cyberbullying Detection, Based on the FastText and Word Similarity Schemes

ACM Transactions on Asian and Low-Resource Language Information Processing, 2021
Yanpeng Cui
exaly  

Inventor–licensee matchmaking for university technology licensing: A fastText approach

Technovation, 2023
Changyong Lee, Sungjun Lee, Gyumin Lee   +2 more
exaly  

Depression and Suicide Risk Detection on Social Media using fastText Embedding and XGBoost Classifier

Procedia Computer Science, 2023
Amita Jain
exaly  

Combining FastText and Glove Word Embedding for Offensive and Hate speech Text Detection

Procedia Computer Science, 2022
Anja Habacha Chaïbi, Nabil Badri, Ferihane Kboubi   +2 more
exaly  

Generating Correction Candidates for OCR Errors using BERT Language Model and FastText SubWord Embeddings

Lecture Notes in Networks and Systems, 2022
Jorge Fonseca Cacho, Kazem Taghva
exaly