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Ricardo M. Marcacini
Ricardo M. Marcacini
Institute of Mathematics and Computer Sciences (ICMC) - University of São Paulo (USP)
E-mail confirmado em icmc.usp.br
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Ano
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
622018
Benchmarking text collections for classification and clustering tasks
RG Rossi, RM Marcacini, SO Rezende
592013
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
532011
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
422021
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
392013
Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering.
RM Marcacini, SO Rezende
SEKE, 553, 2010
362010
Using opinion mining in context-aware recommender systems: A systematic review
CV Sundermann, MA Domingues, RA Sinoara, RM Marcacini, ...
Information 10 (2), 42, 2019
342019
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
302008
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
262022
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
262022
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
262014
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
242014
Interactive textual feature selection for consensus clustering
GN Corrêa, RM Marcacini, ER Hruschka, SO Rezende
Pattern Recognition Letters 52, 25-31, 2015
232015
Incremental hierarchical text clustering with privileged information
RM Marcacini, SO Rezende
Proceedings of the 2013 ACM symposium on document engineering, 231-232, 2013
232013
Multi-domain aspect extraction using bidirectional encoder representations from transformers
BN Dos Santos, RM Marcacini, SO Rezende
IEEE Access 9, 91604-91613, 2021
222021
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
202020
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
202016
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
192014
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
182014
Torch: a tool for building topic hierarchies from growing text collections
RM Marcacini, SO Rezende
Anais Estendidos do XVI Simpósio Brasileiro de Sistemas Multimídia e Web …, 2010
172010
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