1. VEGA-OLIVEROS, DIDIER A. ; NASCIMENTO, JOSÉ ; LAVI, Bahram ; ROCHA, ANDERSON . Real-world-events data sifting through ultra-small labeled datasets and graph fusion. APPLIED SOFT COMPUTING, v. 132, p. 109865, 2023.
2. THEOPHILO, ANTONIO ; GIOT, Romain ; ROCHA, ANDERSON . Authorship Attribution of Social Media Messages. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, v. 10, p. 10-23, 2023.
3. MARTÍNEZ, VÍCTOR ; ROCHA, ANDERSON . The Golem: A General Data-Driven Model for Oil & Gas Forecasting Based on Recurrent Neural Networks. IEEE Access, v. 11, p. 41105-41132, 2023.
4. BARNI, Mauro ; CAMPISI, PATRIZIO ; DELP, EDWARD J. ; DOËRR, GWENAËL ; FRIDRICH, JESSICA ; MEMON, Nasir ; PÉREZ-GONZÁLEZ, FERNANDO ; ROCHA, ANDERSON ; VERDOLIVA, LUISA ; WU, MIN . Information Forensics and Security: A quarter-century-long journey. IEEE SIGNAL PROCESSING MAGAZINE, v. 40, p. 67-79, 2023.
5. DANAEI, SHAHRAM ; CIRNE, Marcos ; MALEKI, MASOUD ; SCHIOZER, DENIS J. ; ROCHA, ANDERSON ; DAVOLIO, Alessandra . All-in-one proxy to replace 4D seismic forward modeling with machine learning algorithms. Geoenergy Science and Engineering, v. 222, p. 211460-20, 2023.
6. BERTOCCO, GABRIEL CAPITELI ; THEOPHILO, ANTONIO ; ANDALÓ, FERNANDA ; DE REZENDE ROCHA, ANDERSON . Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution. IEEE Transactions on Information Forensics and Security, v. 18, p. 3876-3890, 2023.
7. CASTRO, MANUEL ; MENDES JÚNIOR, PEDRO RIBEIRO ; Soriano-Vargas, Aurea ; DE OLIVEIRA WERNECK, RAFAEL ; MOREIRA GONÇALVES, MAIARA ; LUSQUINO FILHO, LEOPOLDO ; MOURA, Renato ; ZAMPIERI, MARCELO ; LINARES, OSCAR ; FERREIRA, VITOR ; FERREIRA, ALEXANDRE ; DAVÓLIO, ALESSANDRA ; SCHIOZER, Denis ; ROCHA, ANDERSON . Time series causal relationships discovery through feature importance and ensemble models. Scientific Reports, v. 13, p. 11402-20, 2023.
8. GUARDIEIRO, VITÓRIA ; Raimundo, Marcos M. ; POCO, JORGE . Enforcing fairness using ensemble of diverse Pareto-optimal models. DATA MINING AND KNOWLEDGE DISCOVERY, v. 1, p. 1-29, 2023.
9. DE CARVALHO, LUIZ SÉRGIO FERNANDES ; ALEXIM, GUSTAVO ; NOGUEIRA, ANA CLAUDIA CAVALCANTE ; FERNANDEZ, MARTA DURAN ; REZENDE, TITO BARBOSA ; Avila, Sandra ; REIS, RICARDO TORRES BISPO ; SOARES, ALEXANDRE ANDERSON MUNHOZ ; SPOSITO, ANDREI CARVALHO . The framing of time-dependent machine learning models improves risk estimation among young individuals with acute coronary syndromes. Scientific Reports, v. 13, p. 1021, 2023.
10. MIRIKHARAJI, ZAHRA ; ABHISHEK, KUMAR ; BISSOTO, Alceu ; BARATA, Catarina ; Avila, Sandra ; VALLE, Eduardo ; CELEBI, M. EMRE ; HAMARNEH, Ghassan . A survey on deep learning for skin lesion segmentation. MEDICAL IMAGE ANALYSIS, v. 88, p. 102863, 2023.
11. RODRIGUES, MICHELE BITTENCOURT ; FERREIRA, VICTÓRIA PEDRAZZOLI ; CLARO, RAFAEL MOREIRA ; MARTINS, ANA PAULA BORTOLETTO ; Avila, Sandra ; HORTA, PAULA MARTINS . Revolutionizing food advertising monitoring: A machine learning-based method for automated classification of food videos. PUBLIC HEALTH NUTRITION, v. 30, p. 1-28, 2023.