| 2025 | ECSA | Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain. | Daniel Angelo Esteves Lawand, Lucas Quaresma Medina Lam, Roberto Oliveira Bolgheroni, Renato Cordeiro Ferreira, Alfredo Goldman, Marcelo Finger |
| 2023 | AIME | Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese. | Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Cndido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger |
| 2021 | ACL | Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. | Edresson Casanova, Lucas Gris, Augusto Camargo Neto, Daniel Peixoto Pinto da Silva, Murilo Gazzola, Ester C. Sabino, Anna Levin, Arnaldo Cndido Jr., Sandra M. Alusio, Marcelo Finger |
| 2021 | Interspeech | Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. | Edresson Casanova, Arnaldo Cndido Jr., Ricardo Corso Fernandes Junior, Marcelo Finger, Lucas Rafael Stefanel Gris, Moacir Antonelli Ponti, Daniel Peixoto Pinto da Silva |
| 2019 | NeSy | Using neural models to perform inference. | Felipe de Souza Salvatore, Sandro Preto, Marcelo Finger, Roberto Hirata Jr. |
| 2018 | CADE | Probably Half True: Probabilistic Satisfiability over Łukasiewicz Infinitely-Valued Logic. | Marcelo Finger, Sandro Preto |
| 2017 | AAAI | Algorithms for Deciding Counting Quantifiers over Unary Predicates. | Marcelo Finger, Glauber De Bona |
| 2016 | KR | Consolidating Probabilistic Knowledge Bases via Belief Contraction. | Glauber De Bona, Marcelo Finger, Mrcio Moretto Ribeiro, Yuri David Santos, Renata Wassermann |
| 2013 | SAT | Solutions for Hard and Soft Constraints Using Optimized Probabilistic Satisfiability. | Marcelo Finger, Ronan LeBras, Carla P. Gomes, Bart Selman |
| 2011 | IJCAI | Probabilistic Satisfiability: Logic-Based Algorithms and Phase Transition. | Marcelo Finger, Glauber De Bona |
| 2010 | NAACL | Variable-Length Markov Models and Ambiguous Words in Portuguese. | Fbio Natanael Kepler, Marcelo Finger |
| 2010 | WoLLIC | Entailment Multipliers: An Algebraic Characterization of Validity for Classical and Modal Logics. | Marcelo Finger, Mauricio S. C. Hernandes |
| 2008 | Middleware | Resource use pattern analysis for opportunistic grids. | Marcelo Finger, Germano Capistrano Bezerra, Danilo R. Conde |
| 2006 | Middleware | Trust in large-scale computational grids: an SPKI/SDSI extension for representing opinion. | Jos de R. P. Braga Jr., Alexandre Ceasar Tavares Vidal, Fabio Kon, Marcelo Finger |
| 2005 | ICINCO | Intelligent mobile multi-robotic systems: some challenges and possible solutions. | Flvio S. Corra da Silva, Renata Wassermann, Ana Cristina Vieira de Melo, Leliane Nunes de Barros, Marcelo Finger |
| 2004 | JELIA | Polynomial Approximations of Full Propositional Logic via Limited Bivalence. | Marcelo Finger |
| 2003 | Middleware | InteGrade: Object-Oriented Grid Middleware Leveraging Idle Computing Power of Desktop Machines. | Andrei Goldchleger, Fabio Kon, Alfredo Goldman, Marcelo Finger |
| 2002 | AiML | Non-normal Modalisation. | Rogerio Fajardo, Marcelo Finger |
| 2002 | ECAI | Expressivity and Control in Limited Reasoning. | Marcelo Finger, Renata Wassermann |
| 2000 | AiML | Algorithmic Correspondence Theory for Substructural Categorial Logic. | Marcelo Finger |
| 1998 | TIME | Temporal Data Obsolescence: Modelling Problems. | Marcelo Finger, Flvio S. Corra da Silva |
| 1997 | TIME | Concurrency Control for Perceivedly Instantaneous Transactions in Valid-Time Databases. | Marcelo Finger, Peter McBrien |
| 1992 | ICDT | Updating Atomic Information in Labelled Database Systems. | Marcelo Finger, Dov M. Gabbay |