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PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI


Dec 19, 2019
Sergio G. Burdisso, Marcelo Errecalde, Manuel Montes-y-G贸mez

* Recently submitted to Knowledge-Based Systems (under review) 

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t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams


Nov 11, 2019
Sergio G. Burdisso, Marcelo Errecalde, Manuel Montes-y-G贸mez

* Highlights: (*) A classifier that is able to dynamically learn and recognize important word n-grams. (*) A novel text classifier having the ability to visually explain its rationale. (*) Support for incremental learning and text classification over streams. (*) Efficient model for addressing early risk detection problems 

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A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams


May 18, 2019
Sergio G. Burdisso, Marcelo Errecalde, Manuel Montes-y-G贸mez

* 18 May 2019, Expert Systems With Applications, Elsevier 
* Highlights: (*) A novel text classifier having the ability to visually explain its rationale; (*) Domain-independent classification that does not require feature engineering; (*) Support for incremental learning and text classification over streams; (*) Efficient framework for addressing early risk detection problems; (*) State-of-the-art performance on early depression detection task 

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