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Name: Jhon Adrián

Type: User

Bio: Ph.D. Student | Data Science | Digital Health

Location: Eindhoven, the Netherlands

Blog: https://jacerong.com

Jhon Adrián's Projects

kaggle

A repository to publish and, more importantly, share solution approaches to Kaggle challenges

This repository presents an approach to predict the language in which a document is written. In particular, the proposed approach transforms a text into character n-gram features and uses them to support the predictive power of a machine-learned classifier. Experimental results show that it is capable of identifying 14 languages with high accuracy and that its performance is better than that of some of the most popular language identification libraries in the Python ecosystem.

normalesp

An open-source spell checker for texts written in Spanish, with a focus on tweets.

sentiment-analysis-and-voting-inference-datasets

Datasets for paper: J. A. Cerón-Guzmán and E. León-Guzmán (2016), A Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election. SocialCom 2016. DOI: 10.1109/BDCloud-SocialCom-SustainCom.2016.47

spammer-detection-dataset

Dataset for paper: J. A. Cerón-Guzmán and E. León (2015), Detecting Social Spammers in Colombia 2014 Presidential Election. MICAI 2015. DOI: 10.1007/978-3-319-27101-9_9