Cross-domain aspect extraction for sentiment analysis: A transductive learning approach RM Marcacini, RG Rossi, IP Matsuno, SO Rezende Decision Support Systems 114, 70-80, 2018 | 61 | 2018 |
Benchmarking text collections for classification and clustering tasks RG Rossi, RM Marcacini, SO Rezende | 61 | 2013 |
O uso da mineração de textos para extração e organização não supervisionada de conhecimento. SO Rezende, RM Marcacini, MF Moura Revista de Sistema de Informação da FSMA, Macaé, n. 7, p. 7-21, 2011., 2011 | 53 | 2011 |
Re-bert: automatic extraction of software requirements from app reviews using bert language model AF de Araújo, RM Marcacini Proceedings of the 36th annual ACM symposium on applied computing, 1321-1327, 2021 | 46 | 2021 |
Systematization of recurrent new product development management problems JMH Costa, H Rozenfeld, CST Amaral, RM Marcacinit, SO Rezende Engineering Management Journal 25 (1), 19-34, 2013 | 40 | 2013 |
Using opinion mining in context-aware recommender systems: A systematic review CV Sundermann, MA Domingues, RA Sinoara, RM Marcacini, ... Information 10 (2), 42, 2019 | 36 | 2019 |
Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering. RM Marcacini, SO Rezende SEKE, 553, 2010 | 36 | 2010 |
A network-based positive and unlabeled learning approach for fake news detection MC de Souza, BM Nogueira, RG Rossi, RM Marcacini, BN Dos Santos, ... Machine learning 111 (10), 3549-3592, 2022 | 35 | 2022 |
Analysis of domain independent statistical keyword extraction methods for incremental clustering RG Rossi, RM Marcacini, SO Rezende Learning and Nonlinear Models 12 (1), 17-37, 2014 | 32 | 2014 |
Winning some of the document preprocessing challenges in a text mining process. BM Nogueira, MF Moura, MS Conrado, RG Rossi, RM Marcacini, ... In: SIMPÓSIO BRASILEIRO DE BANCO DE DADOS, 23.; SIMPÓSIO BRASILEIRO DE …, 2008 | 30 | 2008 |
Opinion mining for app reviews: an analysis of textual representation and predictive models AF Araujo, MPS Gôlo, RM Marcacini Automated Software Engineering 29 (1), 5, 2022 | 26 | 2022 |
Multi-domain aspect extraction using bidirectional encoder representations from transformers BN Dos Santos, RM Marcacini, SO Rezende IEEE Access 9, 91604-91613, 2021 | 26 | 2021 |
Exploiting text mining techniques for contextual recommendations MA Domingues, CV Sundermann, MG Manzato, RM Marcacini, ... 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI …, 2014 | 24 | 2014 |
Incremental hierarchical text clustering with privileged information RM Marcacini, SO Rezende Proceedings of the 2013 ACM symposium on document engineering, 231-232, 2013 | 24 | 2013 |
Interactive textual feature selection for consensus clustering GN Corrêa, RM Marcacini, ER Hruschka, SO Rezende Pattern Recognition Letters 52, 25-31, 2015 | 23 | 2015 |
From bag-of-words to pre-trained neural language models: Improving automatic classification of app reviews for requirements engineering A Araujo, M Golo, B Viana, F Sanches, R Romero, R Marcacini Anais do XVII Encontro Nacional de Inteligência Artificial e Computacional …, 2020 | 20 | 2020 |
Aspect-based sentiment analysis using semi-supervised learning in bipartite heterogeneous networks IP Matsuno, RG Rossi, RM Marcacini, SO Rezende Journal of Information and Data Management 7 (2), 141-141, 2016 | 20 | 2016 |
Named entities as privileged information for hierarchical text clustering RA Sinoara, CV Sundermann, RM Marcacini, MA Domingues, ... Proceedings of the 18th International Database Engineering & Applications …, 2014 | 20 | 2014 |
Using contextual information from topic hierarchies to improve context-aware recommender systems MA Domingues, MG Manzato, RM Marcacini, CV Sundermann, ... 2014 22nd International Conference on Pattern Recognition, 3606-3611, 2014 | 18 | 2014 |
Aspect-based sentiment analysis using bert with disentangled attention EH Silva, RM Marcacini Proceedings, 2021 | 17 | 2021 |