1. ROLLMANN, Klaus ; Soriano-Vargas, Aurea ; CIRNE, Marcos ; DAVOLIO, Alessandra ; SCHIOZER, DENIS JOSÉ ; ROCHA, ANDERSON . A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 208, p. 109260, 2022.
2. WERNECK, Rafael de Oliveira ; PRATES, RAPHAEL ; MOURA, Renato ; GONÇALVES, MAIARA MOREIRA; CASTRO, MANUEL ; Soriano-Vargas, Aurea ; RIBEIRO MENDES JÚNIOR, PEDRO ; HOSSAIN, M. MANZUR ; ZAMPIERI, MARCELO FERREIRA ; FERREIRA, ALEXANDRE ; DAVÓLIO, ALESSANDRA ; SCHIOZER, Denis ; ROCHA, ANDERSON . Data-driven deep-learning forecasting for oil production and pressure. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, v. 210, p. 109937, 2022.
3. ROLLMANN, Klaus ; Soriano-Vargas, Aurea ; ALMEIDA, Forlan ; DAVOLIO, Alessandra ; SCHIOZER, DENIS JOSE ; ROCHA, ANDERSON . Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models. IEEE Transactions on Systems Man Cybernetics-Systems, v. 52, p. 3052-3065, 2022.
4. RIBEIRO MENDES JUNIOR, PEDRO ; BOULT, Terrance E. ; Wainer, Jacques ; ROCHA, ANDERSON . Open-Set Support Vector Machines. IEEE Transactions on Systems Man Cybernetics-Systems, v. 52, p. 3785-3798, 2022.
5. MALEKI, MASOUD ; CIRNE, Marcos ; SCHIOZER, DENIS JOSÉ ; DAVOLIO, Alessandra ; ROCHA, ANDERSON . A machine-learning framework to estimate saturation changes from 4D seismic data using reservoir models. GEOPHYSICAL PROSPECTING, v. 70, p. 1388-1409, 2022.
6. KONG, CHENQI ; ZHENG, KEXIN ; WANG, SHIQI ; ROCHA, ANDERSON ; LI, HAOLIANG . Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones. IEEE Transactions on Information Forensics and Security, v. 17, p. 3238-3253, 2022.
7. MOREIRA, Daniel ; CARDENUTO, João Phillipe ; SHAO, RUITING ; BAIREDDY, SRIRAM ; COZZOLINO, DAVIDE ; GRAGNANIELLO, DIEGO ; ABD-ALMAGEED, WAEL ; BESTAGINI, Paolo ; TUBARO, Stefano ; ROCHA, ANDERSON ; SCHEIRER, WALTER ; VERDOLIVA, LUISA ; DELP, Edward . SILA: a system for scientific image analysis. Scientific Reports, v. 12, p. 12:18306-21, 2022.
8. MASSACCI, FABIO ; SABETTA, ANTONINO ; MIRKOVIC, JELENA ; MURRAY, TOBY ; OKHRAVI, HAMED ; MANNAN, MOHAMMAD ; ROCHA, ANDERSON ; BODDEN, ERIC ; GEER, DANIEL E. . -Free- as in Freedom to Protest?. IEEE SECURITY & PRIVACY, v. 20, p. 16-21, 2022.
9. CARDENUTO, JOÃO P. ; ROCHA, ANDERSON . Benchmarking Scientific Image Forgery Detectors. SCIENCE AND ENGINEERING ETHICS, v. 28, p. 35, 2022.
10. SANTOS, GEISE ; WANDERLEY, MARCELO ; TAVARES, TIAGO ; ROCHA, ANDERSON . A multi-sensor human gait dataset captured through an optical system and inertial measurement units. Scientific Data, v. 9, p. 545:1-10, 2022.
11. SANTOS, GEISE ; TAVARES, TIAGO ; ROCHA, ANDERSON . Reliability and generalization of gait biometrics using 3D inertial sensor data and 3D optical system trajectories. Scientific Reports, v. 12, p. 8414-15, 2022.
12. MANDELLI, SARA ; COZZOLINO, DAVIDE ; CANNAS, EDOARDO D. ; CARDENUTO, JOAO P. ; MOREIRA, Daniel ; BESTAGINI, Paolo ; SCHEIRER, Walter J. ; ROCHA, ANDERSON ; VERDOLIVA, LUISA ; TUBARO, Stefano ; DELP, EDWARD J. . Forensic Analysis of Synthetically Generated Western Blot Images. IEEE Access, v. 10, p. 59919-59932, 2022.
13. KONG, CHENQI ; CHEN, BAOLIANG ; LI, HAOLIANG ; WANG, SHIQI ; ROCHA, ANDERSON ; KWONG, SAM . Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Transactions on Information Forensics and Security, v. 17, p. 1741-1756, 2022.
14. PADILHA, Rafael ; SALEM, TAWFIQ ; WORKMAN, SCOTT ; ANDALO, Fernanda A. ; ROCHA, ANDERSON ; JACOBS, NATHAN . Content-Aware Detection of Temporal Metadata Manipulation. IEEE Transactions on Information Forensics and Security, v. 17, p. 1316-1327, 2022.
15. SEIBT, T. ; VEGA-OLIVEROS, DIDIER A. ; ROCHA, A. . Automatização no fact-checking: pensando a prática de verificação a partir de agrupamentos semânticos de frases verificadas pelo Projeto Comprova. REVISTA FRONTEIRAS (ONLINE), v. 24, p. 121-136, 2022.
16. DIAS, William ; ANDALÓ, FERNANDA ; PADILHA, Rafael ; BERTOCCO, Gabriel ; ALMEIDA, WALDIR ; COSTA, PAULA ; ROCHA, ANDERSON . Cross-dataset emotion recognition from facial expressions through convolutional neural networks. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 82, p. 103395, 2022.
18. PEIXOTO, M.L.M. ; MOTA, E. ; MAIA, A.H.O. ; LOBATO, W. ; SALAHUDDIN, M.A. ; BOUTABA, R. ; VILLAS, L.A. . FogJam: A Fog service for detecting traffic congestion in a continuous data stream VANET. Ad Hoc Networks, v. 1, p. 103046, 2022.
19. DE SOUZA, ALLAN M. ; OLIVEIRA, HORACIO F. ; ZHAO, ZHONGLIANG ; BRAUN, TORSTEN ; LOUREIRO, A. A. F. ; VILLAS, Leandro Aparecido . Enhancing Sensing and Decision-Making of Automated Driving Systems With Multi-Access Edge Computing and Machine Learning. Ieee Intelligent Transportation Systems Magazine, v. 14, p. 44-56, 2022.
20. SANTOS, G. O. ; COLOMBINI, E. L. ; AVILA, Sandra . #PraCegoVer: A Large Dataset for Image Captioning in Portuguese. Data, v. 7, p. 1, 2022.
21. BOLLIS, EDSON ; MAIA, HELENA ; PEDRINI, HELIO ; Avila, Sandra . Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 195, p. 106839-1, 2022.
22. BARRETO, JOAQUIM ; WOLF, VANEZA ; BONILHA, ISABELLA ; LUCHIARI, BEATRIZ ; LIMA, MARCUS ; OLIVEIRA, ALESSANDRA ; VITTE, SOFIA ; MACHADO, GABRIELA ; CUNHA, JESSICA ; BORGES, CYNTHIA ; MUNHOZ, DANIEL ; FERNANDES, VICENTE ; KIMURA-MEDORIMA, SHEILA TATSUMI ; BREDER, IKARO ; FERNANDEZ, MARTA DURAN ; QUINAGLIA, THIAGO ; OLIVEIRA, RODRIGO B. ; CHAVES, FERNANDO ; ARIETA, CARLOS ; GUERRA-JÚNIOR, GIL ; Avila, Sandra ; NADRUZ, WILSON ; CARVALHO, LUIZ SERGIO F. ; SPOSITO, Andrei C. . Rationale and design of the Brazilian diabetes study: a prospective cohort of type 2 diabetes. CURRENT MEDICAL RESEARCH AND OPINION, v. 38, p. 1-7, 2022.
23. BARRERA, JUNIOR ; HASHIMOTO, RONALDO F. ; HIRATA, NINA S. T. ; HIRATA, R. ; Reis, Marcelo S. . From Mathematical Morphology to machine learning of image operators. SÃO PAULO JOURNAL OF MATHEMATICAL SCIENCES, v. 16, p. 616-657, 2022.
24. Raimundo, Marcos M.; NONATO, LUIS GUSTAVO ; POCO, JORGE . Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm. DATA MINING AND KNOWLEDGE DISCOVERY, v. 37, p. 1, 2022.