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-Gómez

* 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-Gómez

* 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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Unmasking Bias in News

Jun 11, 2019
Javier Sánchez-Junquera, Paolo Rosso, Manuel Montes-y-Gómez, Simone Paolo Ponzetto


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A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media

May 21, 2019
Miguel Á. Álvarez-Carmona, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor-Pienda

* Journal of Intelligent & Fuzzy Systems, vol. 36, no. 5, pp. 4857-4868, 2019 

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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-Gómez

* 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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Semantically-informed distance and similarity measures for paraphrase plagiarism identification

May 29, 2018
Miguel A. Álvarez-Carmona, Marc Franco-Salvador, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Luis Villaseñor-Pineda

* Journal of Intelligent & Fuzzy Systems, vol. 34, no. 5, pp. 2983-2990, 2018 

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A visual approach for age and gender identification on Twitter

May 28, 2018
Miguel A. Alvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, A. Pastor López-Monroy, Luis Villaseñor-Pineda, Esaú Villatoro-Tello

* Miguel A. Alvarez-Carmona, Luis Pellegrin et al. A visual approach for age and gender identification on Twitter. Journal of Intelligent and Fuzzy Systems, vol. 34, no. 5, pp. 3133-3145, 2018 

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Gated Multimodal Units for Information Fusion

Feb 07, 2017
John Arevalo, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González


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Early text classification: a Naive solution

Sep 20, 2015
Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Marcelo Luis Errecalde

* 8 pages, preprint submitted to SDM'16 

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Term-Weighting Learning via Genetic Programming for Text Classification

Oct 06, 2014
Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales


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