Especificação de Sistemas de Informação de Escritórios: a metodologia T.A.& A. - José Palazzo Moreira de Oliveira; Duncan Dubugras A. Ruiz; Norberto Hoppen (SBES, 1989)

Towards an Approach to Model Business Processes using Workflow Modeling Techniques in Production Systems. - Ricardo Melo Bastos; Duncan Dubugras A. Ruiz (HICSS, 2001)

MF-Retarget: Aggregate Awareness in Multiple Fact Table Schema Data Warehouses. - Karin Becker; Duncan Dubugras A. Ruiz; Kellyne Santos (ADBIS Research Communications, 2002)

Extending UML Activity Diagram for Workflow Modeling in Production Systems. - Ricardo Melo Bastos; Duncan Dubugras A. Ruiz (HICSS, 2002)

An Aggregate-Aware Retargeting Algorithm for Multiple Fact Data Warehouses. - Karin Becker; Duncan Dubugras A. Ruiz (DaWaK, 2004)

A Pre-Processing Tool for Web Usage Mining in the Distance Education Domain. - Carlos G. Marquardt; Karin Becker; Duncan Dubugras A. Ruiz (IDEAS, 2004)

A Systematic Approach to Flexible Specification, Composition, and Restructuring of Workflow Activities. - Ling Liu 001; Calton Pu; Duncan Dubugras A. Ruiz (J. Database Manag., 2004)

A Workflow-based Environment to manage Software-Testing Process Executions. - Duncan Dubugras A. Ruiz; Karin Becker; Bernardo Copstein; Flávio Moreira de Oliveira; Angelina Torres de Oliveira; Gustavo Rossarolla Forgiarini; Cristiano Rech Meneguzzi; Rafaela Lisboa Carvalho (Computer Supported Activity Coordination, 2005)

A Data Warehousing Environment to Monitor Metrics in Software Development Processes. - Duncan Dubugras A. Ruiz; Karin Becker; Taisa C. Novello; Virginia S. Cunha (DEXA Workshops, 2005)

Ontology-Based Filtering Mechanisms for Web Usage Patterns Retrieval. - Mariângela Vanzin; Karin Becker; Duncan Dubugras A. Ruiz (EC-Web, 2005)

Uma Abordagem para a Descoberta de Conhecimento em Processos de Workflow em Oracle. - Rafael S. Garcia; Duncan D. Ruiz (SBSI, 2005)

SPDW: A Software Development Process Performance Data Warehousing Environment. - Karin Becker; Duncan Dubugras A. Ruiz; Virginia S. Cunha; Taisa C. Novello; Franco Vieira e Souza (SEW, 2006)

Automating Molecular Docking with Explicit Receptor Flexibility Using Scientific Workflows. - Karina S. Machado; Evelyn K. Schroeder; Duncan D. Ruiz; Osmar Norberto de Souza (BSB, 2007)

Evaluating Data Quality of Software Effort Metrics. - Rita Berardi; Duncan D. Ruiz (ICIQ, 2008)

Um Método para Suporte à Evolução de Métricas de PDS. - Leandro Paulo Bogoni; Duncan D. A. Ruiz (SBSI, 2008)

Processo de KDD para Auxílio à Reconfiguração de Ambientes Virtualizados. - Ana T. Winck; Duncan D. Ruiz (SBSI, 2008)

Issues on Estimating Software Metrics in a Large Software Operation. - Rodrigo C. Barros; Duncan Dubugras A. Ruiz; Nelson N. Tenório Jr.; Márcio P. Basgalupp; Karin Becker (SEW, 2008)

A Quasi-experiment for Effort and Defect Estimation Using Least Square Linear Regression and Function Points. - Nelson N. Tenório Jr.; Marcelo Blois Ribeiro; Duncan D. Ruiz (SEW, 2008)

Uma experiência em mineração de processos de manutenção de software. - John Igor B. Da Cruz; Duncan D. Ruiz (WebMedia (Companion), 2008)

Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments. - Karina S. Machado; Evelyn K. Schroeder; Duncan D. Ruiz; Ana Wink; Osmar Norberto de Souza (BSB, 2008)

FlowSpy: exploring Activity-Execution Patterns from Business Processes. - Cristian Tristão; Duncan D. Ruiz; Karin Becker (Braz. J. Inf. Syst., 2008)

LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. - Márcio P. Basgalupp; Rodrigo C. Barros; André Carlos Ponce de Leon Ferreira de Carvalho; Alex Alves Freitas; Duncan D. Ruiz (SAC, 2009)

Fuzzy-Provenance Architecture for Effort Metric Data Quality Assessment. - Rita Cristina Galarraga Berardi; Duncan Dubugras Alcoba Ruiz (SBQS, 2009)

FReDD: Supporting Mining Strategies through a Flexible-Receptor Docking Database. - Ana T. Winck; Karina S. Machado; Osmar Norberto de Souza; Duncan D. Ruiz (BSB, 2009)

Lexicographic multi-objective evolutionary induction of decision trees. - Márcio P. Basgalupp; André Carlos Ponce de Leon Ferreira de Carvalho; Rodrigo C. Barros; Duncan D. Ruiz; Alex Alves Freitas (Int. J. Bio Inspired Comput., 2009)

Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition. - Ana T. Winck; Karina S. Machado; Duncan D. Ruiz; Vera Lúcia Strube de Lima (IEA/AIE (3), 2010)

Evolutionary model tree induction. - Rodrigo C. Barros; Márcio P. Basgalupp; Duncan D. Ruiz; André Carlos Ponce de Leon Ferreira de Carvalho; Alex Alves Freitas (SAC, 2010)

The impact of random samples in ensemble classifiers. - Paulo Fernandes 001; Lucelene Lopes; Duncan Dubugras A. Ruiz (SAC, 2010)

Discretization of Flexible-Receptor Docking Data. - Karina S. Machado; Ana T. Winck; Duncan D. Ruiz; Osmar Norberto de Souza (BSB, 2010)

SPDW+: a seamless approach for capturing quality metrics in software development environments. - Patrícia Souza Silveira; Karin Becker; Duncan D. Ruiz (Softw. Qual. J., 2010)

A Conceptual Many Tasks Computing Architecture to Execute Molecular Docking Simulations of a Fully-Flexible Receptor Model. - Renata De Paris; Fábio A. Frantz; Osmar Norberto de Souza; Duncan D. Ruiz (BSB, 2011)

Conformance analysis on software development: an experience with process mining. - John Igor B. Da Cruz; Duncan D. Ruiz (Int. J. Bus. Process. Integr. Manag., 2011)

Evolutionary model trees for handling continuous classes in machine learning. - Rodrigo C. Barros; Duncan D. Ruiz; Márcio P. Basgalupp (Inf. Sci., 2011)

Mining flexible-receptor molecular docking data. - Karina S. Machado; Ana T. Winck; Duncan D. Ruiz; Osmar Norberto de Souza (WIREs Data Mining Knowl. Discov., 2011)

Healthcare Business Processes Risks Identification and Management - Approach for Medication Administration Processes Re-engineering. - Leandro Paulo Bogoni; Ganna Frankova; Cristina Matteotti; Fabio Casati; Duncan Dubugras A. Ruiz; Giampaolo Armellin (HEALTHINF, 2012)

Predicting software maintenance effort through evolutionary-based decision trees. - Márcio P. Basgalupp; Rodrigo C. Barros; Duncan D. Ruiz (SAC, 2012)

A Comparative Analysis of Public Ligand Databases Based on Molecular Descriptors. - Ana T. Winck; Christian Vahl Quevedo; Karina S. Machado; Osmar Norberto de Souza; Duncan D. Ruiz (BSB, 2012)

Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. - Rodrigo C. Barros; Ana T. Winck; Karina S. Machado; Márcio P. Basgalupp; André Carlos Ponce de Leon Ferreira de Carvalho; Duncan D. Ruiz; Osmar Norberto de Souza (BMC Bioinform., 2012)

Stochastic Aware Random Forests - A Variation Less Impacted by Randomness. - Paulo Fernandes 001; Lucelene Lopes; Silvio Normey; Duncan Dubugras A. Ruiz (FLAIRS, 2013)

Discovering Frequent Itemsets on Uncertain Data: A Systematic Review. - Juliano Varella de Carvalho; Duncan Dubugras A. Ruiz (MLDM, 2013)

Evaluating the Influence of Missing Data on Classification Algorithms in Data Mining Applications. - Luciano Costa Blomberg; Duncan Dubugras A. Ruiz (SBSI, 2013)

Improving bathymetric images exploration: A data mining approach. - Luis Fernando Planella Gonzalez; Maria Alejandra Gomez Pivel; Duncan Dubugras Alcoba Ruiz (Comput. Geosci., 2013)

Evaluating the performance of regression algorithms on datasets with missing data. - Luciano Costa Blomberg; Daiane Hemerich; Duncan Dubugras Alcoba Ruiz (Int. J. Bus. Intell. Data Min., 2013)

A strategic solution to optimize molecular docking simulations using Fully-Flexible Receptor models. - Christian Vahl Quevedo; Renata De Paris; Duncan D. Ruiz; Osmar Norberto de Souza (Expert Syst. Appl., 2014)

A Cloud-Based Workflow Approach for Optimizing Molecular Docking Simulations of Fully-Flexible Receptor Models and Multiple Ligands. - Renata De Paris; Duncan Dubugras A. Ruiz; Osmar Norberto de Souza (CloudCom, 2015)

Evolving regression trees robust to missing data. - Luciano Costa Blomberg; Rodrigo C. Barros; Duncan D. Ruiz (SAC, 2015)

Computationally-efficient classification of HEp-2 cell patterns in IIF images. - Luis Fernando Planella Gonzalez; Duncan Dubugras Alcoba Ruiz; Márcio Sarroglia Pinho (SAC, 2015)

P-SaMI: a data-flow pattern to perform massively-parallel molecular docking experiments using a fully-flexible receptor model. - Patricia Hübler; Duncan Dubugras A. Ruiz; João Eduardo Ferreira; Osmar Norberto de Souza (SAC, 2015)

Clustering Molecular Dynamics Trajectories for Optimizing Docking Experiments. - Renata De Paris; Christian Vahl Quevedo; Duncan Dubugras A. Ruiz; Osmar Norberto de Souza; Rodrigo C. Barros (Comput. Intell. Neurosci., 2015)

(Deep) Learning from Frames. - Jonatas Wehrmann; Rodrigo C. Barros; Gabriel S. Simoes; Thomas S. Paula; Duncan Dubugras Alcoba Ruiz (BRACIS, 2016)

Movie genre classification with Convolutional Neural Networks. - Gabriel S. Simoes; Jonatas Wehrmann; Rodrigo C. Barros; Duncan D. Ruiz (IJCNN, 2016)

A meta-learning framework for algorithm recommendation in software fault prediction. - Silvia N. das Dôres; Luciano Alves; Duncan D. Ruiz; Rodrigo C. Barros (SAC, 2016)

Hybrid Activity and Plan Recognition for Video Streams. - Roger Leitzke Granada; Ramon Fraga Pereira; Juarez Monteiro; Rodrigo Coelho Barros; Duncan D. Ruiz; Felipe Meneguzzi (AAAI Workshops, 2017)

Virtual Screening Assisted by Siamese Neural Networks. - Alan Diego dos Santos; Duncan D. A. Ruiz (FLAIRS, 2017)

Media Professionals' Opinions about Interactive Visualizations of Political Polarization during Brazilian Presidential Campaigns on Twitter. - Caroline Queiroz Santos; Holisson Cunha; Carlos Roberto G. Teixeira; Daniele Ramos de Souza; Roberto Tietzmann; Isabel Harb Manssour; Milene Selbach Silveira; Marcelo Träsel; Duncan Dubugras Alcoba Ruiz; Rodrigo C. Barros (HICSS, 2017)

Customer: A novel customer churn prediction method based on mobile application usage. - Nielsen L. R. Machado; Duncan D. A. Ruiz (IWCMC, 2017)

Effect of Metalearning on Feature Selection Employment. - Silvia Nunes das Dôres; Carlos Soares; Duncan D. A. Ruiz (AutoML@PKDD/ECML, 2017)

Bandit-Based Automated Machine Learning. - Silvia Nunes das Dôres; Carlos Soares; Duncan D. Ruiz (BRACIS, 2018)

GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code. - Douglas M. Souza; Duncan D. Ruiz (FLAIRS, 2018)

Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network. - Alexandre Yukio Ichida; Felipe Meneguzzi; Duncan D. Ruiz (IJCNN, 2018)

Towards High-Resolution Face Pose Synthesis. - Douglas M. Souza; Duncan D. Ruiz (IJCNN, 2018)

A Framework for Identification and Monitoring of Profiles and Behaviors of Users Based on Mobile App Usage. - Nielsen Luiz Rechia Machado; Duncan Dubugras Alcoba Ruiz (SBBD Companion, 2018)

A selective method for optimizing ensemble docking-based experiments on an InhA Fully-Flexible receptor model. - Renata De Paris; Christian Vahl Quevedo; Duncan D. Ruiz; Furia Gargano; Osmar Norberto de Souza (BMC Bioinform., 2018)

Fusing Scene Context to Improve Object Recognition. - Leandro Pereira da Silva; Roger Granada; Juarez Monteiro; Duncan D. Ruiz (J. Inf. Data Manag., 2018)

A Mapping Study about Data Lakes: An Improved Definition and Possible Architectures. - Julia Couto 002; Olimar Teixeira Borges; Duncan D. Ruiz; Sabrina Marczak; Rafael Prikladnicki (SEKE, 2019)

GADIS: A Genetic Algorithm for Database Index Selection (S). - Priscilla Neuhaus; Julia Couto 002; Jonatas Wehrmann; Duncan Dubugras Alcoba Ruiz; Felipe Meneguzzi (SEKE, 2019)

How Machine Learning Has Been Applied in Software Engineering? - Olimar Teixeira Borges; Julia M. Colleoni Couto; Duncan Dubugras A. Ruiz; Rafael Prikladnicki (ICEIS (2), 2020)

Efficient Neural Architecture for Text-to-Image Synthesis. - Douglas M. Souza; Jonatas Wehrmann; Duncan D. Ruiz (IJCNN, 2020)

SmartIX: A database indexing agent based on reinforcement learning. - Gabriel Paludo Licks; Júlia Mara Colleoni Couto; Priscilla de Fátima Miehe; Renata De Paris; Duncan Dubugras A. Ruiz; Felipe Meneguzzi (Appl. Intell., 2020)

HAPRec: Hybrid Activity and Plan Recognizer. - Roger Granada; Ramon Fraga Pereira; Juarez Monteiro; Leonardo Amado; Rodrigo C. Barros; Duncan Dubugras A. Ruiz; Felipe Meneguzzi (CoRR, 2020)

Visual Explanation for Identification of the Brain Bases for Dyslexia on fMRI Data. - Laura Tomaz Da Silva; Nathalia Bianchini Esper; Duncan D. Ruiz; Felipe Meneguzzi; Augusto Buchweitz (CoRR, 2020)

Challenges in using Machine Learning to Support Software Engineering. - Olimar Teixeira Borges; Julia M. Colleoni Couto; Duncan D. Ruiz; Rafael Prikladnicki (ICEIS (2), 2021)

A PMBoK Extension Proposal for Data Visualization in Software Project Management. - Julia M. Colleoni Couto; Josiane Kroll; Duncan D. Ruiz; Rafael Prikladnicki (ICEIS (2), 2021)

Image Descriptions' Limitations for People with Visual Impairments: Where Are We and Where Are We Going? - Alessandra Helena Jandrey; Duncan Dubugras Alcoba Ruiz; Milene Selbach Silveira (IHC, 2021)

Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data. - Laura Tomaz Da Silva; Nathalia Bianchini Esper; Duncan D. Ruiz; Felipe Meneguzzi; Augusto Buchweitz (Frontiers Comput. Neurosci., 2021)

Leveraging Textual Descriptions for House Price Valuation. - Luís Fernando Bittencourt; Otávio Parraga; Duncan D. Ruiz; Isabel H. Manssour; Soraia Raupp Musse; Rodrigo C. Barros (BRACIS (1), 2022)

On the use of Machine Learning and Deep Learning for Text Similarity and Categorization and its Application to Troubleshooting Automation. - Julia Couto 002; Laura Tomaz Da Silva; Julia Godoy; Davi Kniest; Daniel Antonio Callegari; Felipe Meneguzzi; Duncan D. Ruiz (HICSS, 2022)

Extending the Project Management Body of Knowledge (PMBOK) for Data Visualization in Software Project Management. - Julia M. Colleoni Couto; Josiane Kroll; Duncan Dubugras A. Ruiz; Rafael Prikladnicki (SN Comput. Sci., 2022)

Imagery contents descriptions for People with visual impairments. - Alessandra Helena Jandrey; Duncan Dubugras Alcoba Ruiz; Milene Selbach Silveira (IHC, 2023)