| On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study W Cunha, V Mangaravite, C Gomes, S Canuto, E Resende, C Nascimento, ... Information Processing & Management 58 (3), 102481, 2021 | 52 | 2021 |
| Regent-dependent creativity: A domain independent metric for the assessment of creative artifacts C França, LFW Góes, A Amorim, R Rocha, AR Da Silva Proceedings of the Seventh International Conference on Computational …, 2016 | 22 | 2016 |
| Honingstone: Building creative combos with honing theory for a digital card game LFW Goes, AR Da Silva, J Saffran, A Amorim, C Franca, T Zaidan, ... IEEE Transactions on Computational Intelligence and AI in Games 9 (2), 204-209, 2016 | 22 | 2016 |
| Creative Flavor Pairing: Using RDC Metric to Generate and Assess Ingredients Combination. A Amorim, LFW Góes, AR Da Silva, C França ICCC, 33-40, 2017 | 8 | 2017 |
| A Comparative Survey of Instance Selection Methods applied to NonNeural and Transformer-Based Text Classification W Cunha, F Viegas, C França, T Rosa, L Rocha, MA Gonçalves ACM Computing Surveys, 2023 | 7 | 2023 |
| Segmentação e classificação semântica de trechos de diários oficiais usando aprendizado ativo K Constantino, VAL Cruz, OMM Zucheratto, C França, M Carvalho, ... Anais do XXXVII Simpósio Brasileiro de Bancos de Dados, 304-316, 2022 | 5 | 2022 |
| Reforço e Delimitaçao Contextual para Reconhecimento de Entidades e Relaçoes em Documentos Oficiais FM Belém, M Ganem, C França, M Carvalho, AHF Laender, ... Anais do XXXVII Simpósio Brasileiro de Bancos de Dados, 292-303, 2022 | 4 | 2022 |
| On the class separability of contextual embeddings representations–or “The classifier does not matter when the (text) representation is so good!” CMV de Andrade, FM Belém, W Cunha, C França, F Viegas, L Rocha, ... Information Processing & Management 60 (4), 103336, 2023 | 2 | 2023 |
| Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus TC Ferreira, JV de Pinho Costa, I Rigotto, V Portella, G Frota, ... Proceedings of the International Conference on Recent Advances in Natural …, 2021 | 2 | 2021 |
| An Effective, Efficient, and Scalable Confidence-Based Instance Selection Framework for Transformer-Based Text Classification W Cunha, C França, G Fonseca, L Rocha, MA Gonçalves Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 1 | 2023 |
| CreativeStone: a Creativity Booster for Hearthstone Card Decks C França, Z Zhou, CF da Silva, CS de Oliveira Santos, LB Ferreira, ... IEEE Transactions on Games, 2023 | 1 | 2023 |
| Evolutionary music composition for digital games using regent-dependent creativity metric HA Batista, LFW Goes, C França, WCA Batista 2017 16th Brazilian Symposium on Computer Games and Digital Entertainment …, 2017 | 1 | 2017 |
| Avaliacao da Percepcao de Jogadores sobre a Criatividade de Combos do Jogo Digital de Cartas Hearthstone SL Ramos, LFW Góes, L Ponciano, C França, H Morais Brazilian Computing Society conference on Games (SBGames), 190-193, 2016 | 1 | 2016 |
| Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries K Constantino, THP Silva, JVB Silva, VAL Cruz, OMM Zucheratto, ... Journal of Information and Data Management 14 (1), 2023 | | 2023 |
| CluSent–Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts F Viegas, S Canuto, W Cunha, C França, C Valiense, L Rocha, ... Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 110-118, 2023 | | 2023 |
| Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents FM Belém, C Valiense, C França, M Carvalho, M Ganem, G Teixeira, ... Journal of Information and Data Management 14 (1), 2023 | | 2023 |
| TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method W Cunha, C França, L Rocha, MA Gonçalves arXiv preprint arXiv:2310.03491, 2023 | | 2023 |
| Re-Think, Retrieve and Re-Ranking: A New Complementary Two-stage Retrieving and Re-ranking Pipeline for Extreme Multi-Label Text Classification C França, B Ribeiro-Neto, MA Gonçalves Anais Estendidos do XXXVIII Simpósio Brasileiro de Bancos de Dados, 152-159, 2023 | | 2023 |
| Aprendizado Federado Sensível ao Risco em Modelos de Ranqueamento GR Magalhães, MA Gonçalves, DX de Sousa, C França Anais Estendidos do XXXVIII Simpósio Brasileiro de Bancos de Dados, 145-151, 2023 | | 2023 |
| Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis W Santos, W Cunha, C França, G Fonseca, S Canuto, L Rocha, ... Anais do XXXVIII Simpósio Brasileiro de Bancos de Dados, 408-413, 2023 | | 2023 |
Marcos Andre GoncalvesComputer Science Professor, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
