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...

Saved in:

書目詳細資料
主要作者:	Rivera Zarate, Gilberto
其他作者:	Florencia, Rogelio, García, Vicente, Sánchez Solís, Julia Patricia
格式:	Artículo
語言:	en_US
出版:	2020
主題:	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
在線閱讀:	https://doi.org/10.3390/app10186253 https://www.mdpi.com/2076-3417/10/18/6253
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Regression Models for Estimating the Stress Concentration Factor of Rectangular Plates
由: Ramirez Monares, Jose Alfredo
出版: (2024)

Measuring Undergraduates’ Motivation Levels When Learning to Program in Virtual Worlds
由: Vergara Villegas, Osslan Osiris
出版: (2024)

Antimicrobial resistance of three common molecularly identified pathogenic bacteria to Allium aqueous extracts
出版: (2020)

Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
由: García, Vicente
出版: (2019)

Economic growth in China during the world financial crisis
由: Pedro A. Villezca Becerra
出版: (2021)

Animalic world as a symbol of social marginalization in Faragual y otros cuentos, by Carlos Changmarín
由: Silvia Quezada Camberos
出版: (2021)

A Comparison of Personality Prediction Classifiers for Personnel Selection in Organizations Based on Industry 4.0
出版: (2020)

Estimating forest extent across Mexico
出版: (2024)

Violencia doméstica y memoria traumática
由: Priscila Montañez Alvarado
出版: (2014)

Degradation modeling based on gamma process models with random effects
由: Rodríguez-Picón, Luis Alberto
出版: (2018)

Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off
出版: (2024)

100 hours of astronomy at the Mexican northern border
由: Villicaña-Pedraza, I.
出版: (2019)

Correlation between body weight and intestinal villi morphology in finishing pigs
由: Itza Ortiz, Mateo Fabian
出版: (2019)

In vitro cytotoxic activity of bark extracts from Pinus durangensis Martinez and Quercus sideroxyla Bonpl.
由: Soto Garcia, Marcela
出版: (2022)

Comparison of three sampling procedures for evaluating intestinal villis: A swine model
由: Itza Ortiz, Mateo Fabian
出版: (2018)

Ultrasound-assisted extraction of carotenoids from mango (Mangifera indica L.‘Ataulfo’) by-products on in vitro bioaccessibility
由: Sáyago-Ayerdi, Sonia G.
出版: (2018)

Comparison of three sampling procedures for evaluating intestinal villi: A swine model¤
由: Itza, Mateo Fabian
出版: (2018)

PHYTOBIOTIC ACTIVITY OF Larrea tridentata, Origanum vulgare AND Plectranthus amboinicus IN GRAM POSITIVE AND GRAM NEGATIVE BACTERIAS
由: Itza Ortiz, Mateo Fabian
出版: (2019)

Comparison of Reconstruction Strategies of Compressive Sensing Applied to Ultrasound Images
由: TOLEDO, ERICK
出版: (2018)

Concentric ethnography and didactics. Notes to non-anthropologists
由: José Luis Ramos Ramírez
出版: (2022)

Identifying the dead /

Desarrollo y validación de una intervención online basada en UX para personal de salud en México durante la contingencia COVID-19. Un Ensayo Clínico Aleatorizado.
出版: (2021)

Semi-analytic finite element method applied to short-fiber-reinforced piezoelectric composites
出版: (2021)

Energy extraction from a Reissner-Nordström–de Sitter black hole
由: Cabrera Munguia, Roberto Ivan
出版: (2024)

Metaheuristic-based optimization of treated water distribution in a Mexican City
由: Alvarado Amaya, Osvaldo
出版: (2018)

Thyme Essential Oil: Uses, Applications and Extraction
由: Tejada Ortigoza, Viridiana
出版: (2018)

A Self-Applied Multi-Component Psychological Online Intervention Based on UX, for the Prevention of Complicated Grief Disorder in the Mexican Population During the COVID-19 Outbreak: Protocol of a Randomized Clinical Trial
由: Esquivel Santoveña, Esteban Eugenio
出版: (2021)

Journalism: a look from the sociology of the news
由: Ernesto Pablo Juárez Meléndez
出版: (2021)

Unifid protocol for anxiety disorders in two cities of Mexico measuring gamma activity: Study protocol for a randomized controlled trial
出版: (2020)

Weibull analysis for normal/accelerated and fatigue random vibration test
由: Piña Monarrez, Manuel Román
出版: (2019)

Mexican traffic sign detection and classification using deep learning
出版: (2022)

Can the youth speak? Reflections on the subordination of the youth condition and their trajectories
由: Laura Isabel Cayeros López
出版: (2021)

Degradation modeling based on gamma process models with random effects
由: Rodríguez-Picón, Luis Alberto
出版: (2018)

Diversidad, ecología y uso potencial de líquenes epífitos de Chihuahua
由: R.A Zuñiga-González, et al.
出版: (2021)

Overview of Mexican Procedural Normativity Related to International Legal Traffic Issues
由: Jorge Alberto Silva
出版: (2024)

Country peons or native indians of Mexico /

Cuernavaca from a country road : Mexico /

DINÁMICA TEMPORAL DE LA ACTIVIDAD VEGETAL EN ZONAS DEGRADADAS POR Ips confusus EN BOSQUE DE Pinus cembroides: REGIÓN CENTRAL DE CHIHUAHUA (2000-2014)
由: Maldonado Marín, Juan Diego (2015)
出版: (2017)

Weibull Analysis for Constant and Variant Stress Behavior Using the Alt Method for Single Stress and the Taguchi Method for Several Stress Variables
由: Piña Monarrez, Manuel Román
出版: (2018)

Establishing a stochastic regression model to analyze diabetes incidence rates in the U.S.
由: Hector A. Quevedo Urías, et al.
出版: (2017)