News Classification for Identifying Traffic Incident Points in a Spanish-Speaking Country: A Real-World Case Study of Class Imbalance Learning

News Classification for Identifying Traffic Incident Points in a Spanish-Speaking Country: A Real-World Case Study of Class Imbalance Learning

‘El Diario de Juárez’ is a local newspaper in a city of 1.5 million Spanish-speaking inhabitants that publishes texts of which citizens read them on both a website and an RSS (Really Simple Syndication) service. This research applies natural-language-processing and machine-learning algorithms to the...

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Príomhchruthaitheoir:	Rivera Zarate, Gilberto
Rannpháirtithe:	Florencia, Rogelio, García, Vicente, Sánchez Solís, Julia Patricia
Formáid:	Artículo
Teanga:	en_US
Foilsithe / Cruthaithe:	2020
Ábhair:	natural language processing short-text classification data extraction sampling algorithms vector support machine random forest smart cities real-world application info:eu-repo/classification/cti/1
Rochtain ar líne:	https://doi.org/10.3390/app10186253 https://www.mdpi.com/2076-3417/10/18/6253
Clibeanna:	Cuir clib leis Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!

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