Ricardo Marcondes Marcacini

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Venues

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Marcos Paulo Silva Gôlo, Marcelo Isaias de Moraes, Rudinei Goularte, Ricardo Marcondes Marcacini
Unsupervised Heterogeneous Graph Neural Networks for One-Class Tasks: Exploring Early Fusion Operators. J. Interact. Syst. 15 (1) (2024)
Angelo Cesar Mendes da Silva, Diego Furtado Silva, Ricardo Marcondes Marcacini
Artist Similarity Based on Heterogeneous Graph Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Mariana Caravanti de Souza, Marcos Paulo Silva Gôlo, Alípio Mário Jorge, Evelin Carvalho Freire de Amorim, Ricardo Nuno Taborda Campos, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Keywords attention for fake news detection using few positive labels. Inf. Sci. 663 (2024)
Marcos Paulo Silva Gôlo, José Gilberto Barbosa de Medeiros Junior, Diego Furtado Silva, Ricardo Marcondes Marcacini
OLGA: One-cLass Graph Autoencoder. CoRR (2024)
Marcos Paulo Silva Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Bruno Magalhães Nogueira, Ricardo Marcondes Marcacini
One-class learning for fake news detection through multimodal variational autoencoders. Eng. Appl. Artif. Intell. 122 (2023)
Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes
Unfairness in Machine Learning for Web Systems Applications. WebMedia (2023)
Victor Akihito Kamada Tomita, Fábio Manoel França Lobato, Ricardo Marcondes Marcacini
Weak Supervision for Question and Answering Sentiment Analysis. ICMLA (2023)
Vitor Mesaque Alves de Lima, Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini
MApp-IDEA: Monitoring App for Issue Detection and Prioritization. SBES (2023)
Marcos Paulo Silva Gôlo, Marcelo Isaias de Moraes, Rudinei Goularte, Ricardo Marcondes Marcacini
On the Use of Early Fusion Operators on Heterogeneous Graph Neural Networks for One-Class Learning. WebMedia (2023)
Marcelo Isaias de Moraes, Ricardo Marcondes Marcacini
On the Use of Aggregation Functions for Semi-Supervised Network Embedding. IJCNN (2023)
Leonardo Moraes, Ricardo Marcondes Marcacini, Rudinei Goularte
Video Summarization using Text Subjectivity Classification. WebMedia (2022)
Guilherme Lourenço de Toledo, Ricardo Marcondes Marcacini
Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis. CoRR (2022)
Vitor Mesaque Alves de Lima, Adailton Ferreira de Araújo, Ricardo Marcondes Marcacini
Temporal dynamics of requirements engineering from mobile app reviews. PeerJ Comput. Sci. 8 (2022)
Angelo Cesar Mendes da Silva, Diego Furtado Silva, Ricardo Marcondes Marcacini
Heterogeneous Graph Neural Network for Music Emotion Recognition. ISMIR (2022)
Mariana Caravanti de Souza, Bruno Magalhães Nogueira, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini, Brucce Neves dos Santos, Solange Oliveira Rezende
A network-based positive and unlabeled learning approach for fake news detection. Mach. Learn. 111 (10) (2022)
Angelo Cesar Mendes da Silva, Diego Furtado Silva, Ricardo Marcondes Marcacini
Multimodal representation learning over heterogeneous networks for tag-based music retrieval. Expert Syst. Appl. 207 (2022)
Brucce Neves dos Santos, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Multi-Domain Aspect Extraction Using Bidirectional Encoder Representations From Transformers. IEEE Access 9 (2021)
Adailton Ferreira de Araújo, Ricardo Marcondes Marcacini
RE-BERT: automatic extraction of software requirements from app reviews using BERT language model. SAC (2021)
Camila Vaccari Sundermann, Renan de Padua, Vítor Rodrigues Tonon, Ricardo Marcondes Marcacini, Marcos Aurélio Domingues, Solange Oliveira Rezende
A context-aware recommender method based on text and opinion mining. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Angelo Cesar Mendes da Silva, Diego Furtado Silva, Ricardo Marcondes Marcacini
4MuLA: A Multitask, Multimodal, and Multilingual Dataset of Music Lyrics and Audio Features. WebMedia (2020)
Brucce Neves dos Santos, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Ricardo Marcondes Marcacini
A two-stage regularization framework for heterogeneous event networks. Pattern Recognit. Lett. 138 (2020)
Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini, Ricardo Britto, Frederico Soares, Solange O. Rezende, Auri M. R. Vincenzi, Márcio E. Delamaro
BULNER: BUg Localization with word embeddings and NEtwork Regularization. VEM (2019)
Vítor Rodrigues Tonon, Cintia Carvalho Oliveira, Daniele Carvalho Oliveira, Alneu de Andrade Lopes, Roberta Akemi Sinoara, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Improving Recommendations by Using a Heterogeneous Network and User's Reviews. BRACIS (2019)
Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini, Ricardo Britto, Frederico Soares, Solange Oliveira Rezende, Auri M. R. Vincenzi, Márcio E. Delamaro
BULNER: BUg Localization with word embeddings and NEtwork Regularization. CoRR (2019)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Roberta Akemi Sinoara, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Using Opinion Mining in Context-Aware Recommender Systems: A Systematic Review. Inf. 10 (2) (2019)
Ricardo Marcondes Marcacini, Rafael Geraldeli Rossi, Ivone Penque Matsuno, Solange Oliveira Rezende
Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. Decis. Support Syst. 114 (2018)
Eduardo Zarate Max, Ricardo Marcondes Marcacini, Edson Takashi Matsubara
Improving Instance Selection via Metric Learning. IJCNN (2018)
Brucce Neves dos Santos, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini
Transductive Event Classification through Heterogeneous Networks. WebMedia (2017)
Bruno Magalhães Nogueira, Yuri Karan Benevides Tomas, Ricardo Marcondes Marcacini
Integrating distance metric learning and cluster-level constraints in semi-supervised clustering. IJCNN (2017)
Darlan Santana Farias, Ivone Penque Matsuno, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Opinion-meter: A Framework for Aspect-Based Sentiment Analysis. WebMedia (2016)
Camila Vaccari Sundermann, Marcos Aurélio Domingues, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Combining Privileged Information to Improve Context-Aware Recommender Systems. CoRR (2015)
Marcelo Garcia Manzato, Marcos Aurélio Domingues, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Improving Personalized Ranking in Recommender Systems with Topic Hierarchies and Implicit Feedback. ICPR (2014)
Ricardo Marcondes Marcacini, Marcos Aurélio Domingues, Eduardo R. Hruschka, Solange Oliveira Rezende
Privileged Information for Hierarchical Document Clustering: A Metric Learning Approach. ICPR (2014)
Vitor Mesaque Alves de Lima, Ricardo Marcondes Marcacini, Marcelo Henrique Pereira Lima, Maria Istela Cagnin, Marcelo Augusto Santos Turine
A Generation Environment for Front-End Layer in e-Government Content Management Systems. LA-WEB (2014)
Marcos Aurélio Domingues, Marcelo Garcia Manzato, Ricardo Marcondes Marcacini, Camila Vaccari Sundermann, Solange Oliveira Rezende
Using Contextual Information from Topic Hierarchies to Improve Context-Aware Recommender Systems. ICPR (2014)
Marcos Aurélio Domingues, Camila Vaccari Sundermann, Marcelo Garcia Manzato, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Exploiting Text Mining Techniques for Contextual Recommendations. WI-IAT (1) (2014)
Ricardo Marcondes Marcacini, Solange Oliveira Rezende
Incremental hierarchical text clustering with privileged information. ACM Symposium on Document Engineering (2013)

Ricardo Marcondes Marcacini.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ricardo Marcondes Marcacini