A Structured Stochastic Model for Prediction of Geological Stratal Stacking Patterns. - Joaquim V. C. Assunção; Luciana Espindola; Paulo Fernandes 001; Maria Alejandra Gomez Pivel; Afonso Sales (PASM/PDMC, 2012)

Distributed Stochastic Aware Random Forests - Efficient Data Mining for Big Data. - Joaquim V. C. Assunção; Paulo Fernandes 001; Lucelene Lopes; Silvio Normey (BigData Congress, 2013)

A Dimensionality Reduction Process to Forecast Events through Stochastic Models. - Paulo Fernandes 001; Joaquim V. C. Assunção; Lucelene Lopes; Silvio Gomez (SEKE, 2014)

Unsupervised model generation for geological events. - Joaquim V. C. Assunção; Paulo Fernandes 001; Tiago Fischer; Afonso Sales (SpringSim (ANSS), 2014)

SANGE - Stochastic Automata Networks Generator. A tool to efficiently predict events through structured Markovian models. - Joaquim V. C. Assunção; Paulo Fernandes 001; Lucelene Lopes; Angelika Studeny; Jean-Marc Vincent (SEKE, 2015)

Fitting techniques to knowledge discovery through stochastic models. - Joaquim V. C. Assunção (2016)

Classifying With AdaBoost.M1: The Training Error Threshold Myth. - Antônio Leães; Paulo Fernandes 001; Lucelene Lopes; Joaquim V. C. Assunção (FLAIRS, 2017)

A structured stochastic model for software project estimation in Waterfall models (S). - Ildo Massitela; Joaquim V. C. Assunção; Alan R. Santos; Paulo Fernandes 001 (SEKE, 2018)

Cases and Clusters in Reuse Policies for Decision-Making in Card Games. - Gustavo Bathu Paulus; Joaquim Vinicius Carvalho Assunção; Luís A. Lima Silva (ICTAI, 2019)

Language Independent POS-tagging Using Automatically Generated Markov Chains (S). - Joaquim V. C. Assunção; Paulo Fernandes 001; Lucelene Lopes (SEKE, 2019)

Piecewise Aggregation for HMM Fitting: A Pre-Fitting Model for Seamless Integration with Time-Series Data. - Joaquim V. C. Assunção; Paulo Fernandes 001; Jean-Marc Vincent (Int. J. Softw. Eng. Knowl. Eng., 2019)

Investigating Case Learning Techniques for Agents to Play the Card Game of Truco. - Ruan C. B. Moral; Gustavo Bathu Paulus; Joaquim Vinicius Carvalho Assunção; Luís A. Lima Silva (SBGames, 2020)

Towards playing AIs for 7 Wonders: main patterns and strategies for 3-player games. - Rafael Vales Bettker; Pedro Minini; Gabriel Pereira; Joaquim Vinicius Carvalho Assunção (SBGames, 2021)

Investigating Cases and Clusters-Based Reuse Policies for Card-Playing Agents. - Gustavo Bathu Paulus; Daniel P. Vargas; Joaquim Vinicius Carvalho Assunção; Luís A. Lima Silva (CoG, 2023)

Quantile Symbolic Aggregate approXimation: A guaranteed equiprobable SAX. - Eduardo Silveira; Joaquim V. C. Assunção; Leonardo Emmendorfer (SBBD, 2023)

Developer-Centric Task Allocation: An Intelligent Approach for Enhanced Software Productivity. - Evandro Luis Fensterseifer Filho; Joaquim V. C. Assunção; Lisandra M. Fontoura (IISA, 2024)

qxSAX - An Adaptable Symbolic Aggregate Approximation for Class Balancing and Seamless Classification. - Eduardo de Medeiros da Silveira; Joaquim Vinicius Carvalho Assunção (IISA, 2024)

Investigating Transformer-Based GANs for Realistic ECG Time-Series Data Generation. - Gabriel B. Moro; Joaquim V. C. Assunção; Isabel C. Reinheimer; Carlos E. Poli-de-Figueiredo; Luís A. Lima Silva (CBMS, 2025)

GANs and Fine-Tuning Through Transfer Learning for the Generation of Electronic Health Records on Chronic Kidney Diseases. - Lucas Schurer; Joaquim V. C. Assunção; Isabel C. Reinheimer; Carlos E. Poli-de-Figueiredo; Luís A. Lima Silva (CBMS, 2025)