1. A quantitative analysis of the temporal effects on automatic text classification. (7th August 2015) Authors: Salles, Thiago; Rocha, Leonardo; Gonçalves, Marcos André; Almeida, Jussara M.; Mourão, Fernando; Meira, Wagner; Viegas, Felipe Journal: Journal of the Association for Information Science and Technology Issue: Volume 67:Number 7(2016:Jul.) Page Start: 1639 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A Two-Stage Machine learning approach for temporally-robust text classification. (September 2017) Authors: Salles, Thiago; Rocha, Leonardo; Mourão, Fernando; Gonçalves, Marcos; Viegas, Felipe; Meira, Wagner Journal: Information systems Issue: Volume 69(2017) Page Start: 40 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. (December 2020) Authors: Viegas, Felipe; Alvim, Mário S.; Canuto, Sérgio; Rosa, Thierson; Gonçalves, Marcos André; Rocha, Leonardo Journal: Information systems Issue: Volume 94(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Issue 4 (July 2020) Authors: Cunha, Washington; Canuto, Sérgio; Viegas, Felipe; Salles, Thiago; Gomes, Christian; Mangaravite, Vitor; Resende, Elaine; Rosa, Thierson; Gonçalves, Marcos André; Rocha, Leonardo Journal: Information processing & management Issue: Volume 57:Issue 4(2020:Jul.) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Issue 3 (May 2021) Authors: Cunha, Washington; Mangaravite, Vítor; Gomes, Christian; Canuto, Sérgio; Resende, Elaine; Nascimento, Cecilia; Viegas, Felipe; França, Celso; Martins, Wellington Santos; Almeida, Jussara M.; Rosa, Thierson; Rocha, Leonardo; Gonçalves, Marcos André Journal: Information processing & management Issue: Volume 58:Issue 3(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗