Integrating Activities with Neurofuzzy Distributed Systems. - Adriane Beatriz de Souza Serapião; A. F. Rocha (Fuzzy Logic in Artificial Intelligence, 1995)

Analise estatistica da atividade cerebral em eventos relacionados a jogos cognitivos. - Adriane Beatriz de Souza Serapião (2001)

A Genetic Neuro-Model Reference Adaptive Controller for Petroleum Wells Drilling Operations. - Tiago C. da Fonseca; José Ricardo Pelaquim Mendes; Adriane Beatriz de Souza Serapião; Ivan Rizzo Guilherme (CIMCA/IAWTIC, 2006)

Classification of Petroleum Well Drilling Operations Using Support Vector Machine (SVM). - Adriane Beatriz de Souza Serapião; Rogerio M. Tavares; José Ricardo Pelaquim Mendes; Ivan Rizzo Guilherme (CIMCA/IAWTIC, 2006)

Application of arx neural networks to model the rate of penetration of petroleum wells drilling. - Tiago C. da Fonseca; José Ricardo Pelaquim Mendes; Adriane Beatriz de Souza Serapião; Ivan Rizzo Guilherme (Computational Intelligence, 2006)

An Ontology Based for Drilling Report Classification. - Ivan Rizzo Guilherme; Adriane Beatriz de Souza Serapião; Clarice Rabelo; José Ricardo Pelaquim Mendes (MICAI, 2006)

Artificial Immune Systems for Classification of Petroleum Well Drilling Operations. - Adriane Beatriz de Souza Serapião; José Ricardo Pelaquim Mendes; Kazuo Miura (ICARIS, 2007)

Automatic Classification of Three-Phase Flow Patterns of Heavy Oil in a Horizontal Pipe Using Support Vector Machines. - Adriane Beatriz de Souza Serapião; Antonio C. Bannwart; Fabíola Pacheco; José Ricardo Pelaquim Mendes (MICAI, 2008)

Classification of Petroleum Well Drilling Operations with a Hybrid Particle Swarm/Ant Colony Algorithm. - Adriane Beatriz de Souza Serapião; José Ricardo Pelaquim Mendes (IEA/AIE, 2009)

Decision-Making Tool for Knowledge-Based Projects in Offshore Production Systems. - Adriane Beatriz de Souza Serapião; José Ricardo Pelaquim Mendes; Celso Kazuyuki Morooka (IBERAMIA, 2012)

Labeling Association Rule Clustering through a Genetic Algorithm Approach. - Renan de Padua; Veronica Oliveira de Carvalho; Adriane Beatriz de Souza Serapião (ADBIS (2), 2013)

Applying computational intelligence methods to modeling and predicting common bean germination rates. - André Bianconi; Michael J. Watts; Yanbo Huang; Adriane Beatriz de Souza Serapião; José Silvio Govone; X. Mi; Gustavo Habermann; Alessandro Ferrarini (IJCNN, 2014)

Combining K-Means and K-Harmonic with Fish School Search Algorithm for data clustering task on graphics processing units. - Adriane Beatriz de Souza Serapião; Guilherme S. Corrêa; Felipe B. Gonçalves; Veronica Oliveira de Carvalho (Appl. Soft Comput., 2016)

Ensembles of Classifiers and Quantifiers with Data Fusion for Quantification Learning. - Adriane Beatriz de Souza Serapião; Zahra Donyavi; Gustavo Batista (DS, 2023)

MC-SQ and MC-MQ: Ensembles for Multi-Class Quantification. - Zahra Donyavi; Adriane Beatriz de Souza Serapião; Gustavo Batista (IEEE Trans. Knowl. Data Eng., 2024)

MetaQuant: A framework for metaheuristic based quantification. - Adriane Beatriz de Souza Serapião; Zahra Donyavi; Gustavo Batista (Appl. Soft Comput., 2025)