Rafael Geraldeli Rossi

27 papers A* 1B 3C 1Misc 1Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	One-class learning for fake news detection through multimodal variational autoencoders. Eng. Appl. Artif. Intell. Marcos Paulo Silva Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Bruno Magalhães Nogueira, Ricardo Marcondes Marcacini
2022	J	`jnl`	A network-based positive and unlabeled learning approach for fake news detection. Mach. Learn. Mariana Caravanti de Souza, Bruno Magalhães Nogueira, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini, Brucce Neves dos Santos, Solange Oliveira Rezende
2022	J	`jnl`	Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning. Inf. Softw. Technol. Marcos P. S. Gôlo, Adailton Ferreira Araujo, Rafael Geraldeli Rossi, Ricardo M. Marcacini
2021	—	`conf`	A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. BRACIS (2) Mariana Caravanti de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende
2021	J	`jnl`	A graph-based approach for positive and unlabeled learning. Inf. Sci. Julio César Carnevali, Rafael Geraldeli Rossi, Evangelos E. Milios, Alneu de Andrade Lopes
2021	—	`conf`	Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. WebMedia Marcos P. S. Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange O. Rezende, Bruno Magalhães Nogueira, Ricardo M. Marcacini
2020	J	`jnl`	A two-stage regularization framework for heterogeneous event networks. Pattern Recognit. Lett. Brucce Neves dos Santos, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Ricardo Marcondes Marcacini
2019	J	`jnl`	Knowledge-enhanced document embeddings for text classification. Knowl. Based Syst. Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi, Roberto Navigli, Solange O. Rezende
2018	J	`jnl`	Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. Decis. Support Syst. Ricardo Marcondes Marcacini, Rafael Geraldeli Rossi, Ivone Penque Matsuno, Solange Oliveira Rezende
2017	—	`conf`	Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. TrustCom/BigDataSE/ICESS Patricia Miquilini, Rafael Geraldeli Rossi, Marcos G. Quiles, Vinícius Veloso de Melo, Márcio P. Basgalupp
2017	J	`jnl`	Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs. Pattern Recognit. Lett. Thiago de Paulo Faleiros, Rafael Geraldeli Rossi, Alneu de Andrade Lopes
2017	B	`conf`	Towards Automatic Evaluation of Asphalt Irregularity Using Smartphone's Sensors. IDA Vinícius M. A. de Souza, Everton Alvares Cherman, Rafael Geraldeli Rossi, Rafael A. Souza
2017	—	`conf`	Transductive Event Classification through Heterogeneous Networks. WebMedia Brucce Neves dos Santos, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini
2017	J	`jnl`	Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. Intell. Data Anal. Vinícius Mourão Alves de Souza, Rafael Geraldeli Rossi, Gustavo E. A. P. A. Batista, Solange O. Rezende
2017	J	`jnl`	Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. Knowl. Based Syst. Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende
2016	J	`jnl`	Aspect-based Sentiment Analysis using Semi-supervised Learning in Bipartite Heterogeneous Networks. J. Inf. Data Manag. Ivone Penque Matsuno, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende
2016	J	`jnl`	Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. Inf. Process. Manag. Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende
2016	B	`conf`	Semantic role-based representations in text classification. ICPR Roberta Akemi Sinoara, Rafael Geraldeli Rossi, Solange Oliveira Rezende
2015	—	`conf`	Term Network Approach for Transductive Classification. CICLing (2) Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes
2015	—	`—`	Text automatic classification through machine learning based on networks. Rafael Geraldeli Rossi
2014	Misc	`conf`	A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. SAC Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende
2014	—	`conf`	Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. PROPOR Brett Drury, Rafael Geraldeli Rossi, Alneu de Andrade Lopes
2014	J	`jnl`	Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. J. Comput. Sci. Technol. Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Thiago de Paulo Faleiros, Solange Oliveira Rezende
2014	—	`conf`	Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. ISMIR Diego Furtado Silva, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Gustavo Enrique De Almeida Prado Alves Batista
2012	A*	`conf`	Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. ICDM Rafael Geraldeli Rossi, Thiago de Paulo Faleiros, Alneu de Andrade Lopes, Solange Oliveira Rezende
2011	B	`conf`	Building a topic hierarchy using the bag-of-related-words representation. ACM Symposium on Document Engineering Rafael Geraldeli Rossi, Solange Oliveira Rezende
2010	C	`conf`	MMWA-ae: boosting knowledge from Multimodal Interface Design, Reuse and Usability Evaluation. SEKE Américo Talarico Neto, Renata Pontin de Mattos Fortes, Rafael Geraldeli Rossi, Solange O. Rezende