Duncan D. Ruiz

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 18

Top Topics

Software Project Management

Regression Trees

Machine Learning

Top Venues

Publications

Luís Fernando Bittencourt, Otávio Parraga, Duncan D. Ruiz, Isabel H. Manssour, Soraia Raupp Musse, Rodrigo C. Barros
Leveraging Textual Descriptions for House Price Valuation. BRACIS (1) (2022)
Julia Couto, Laura Tomaz Da Silva, Julia Godoy, Davi Kniest, Daniel Callegari, Felipe Meneguzzi, Duncan D. Ruiz
On the use of Machine Learning and Deep Learning for Text Similarity and Categorization and its Application to Troubleshooting Automation. HICSS (2022)
Olimar Teixeira Borges, Julia M. Colleoni Couto, Duncan D. Ruiz, Rafael Prikladnicki
Challenges in using Machine Learning to Support Software Engineering. ICEIS (2) (2021)
Laura Tomaz Da Silva, Nathalia Bianchini Esper, Duncan D. Ruiz, Felipe Meneguzzi, Augusto Buchweitz
Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data. Frontiers Comput. Neurosci. 15 (2021)
Julia M. Colleoni Couto, Josiane Kroll, Duncan D. Ruiz, Rafael Prikladnicki
A PMBoK Extension Proposal for Data Visualization in Software Project Management. ICEIS (2) (2021)
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
Efficient Neural Architecture for Text-to-Image Synthesis. IJCNN (2020)
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
Efficient Neural Architecture for Text-to-Image Synthesis. CoRR (2020)
Laura Tomaz Da Silva, Nathalia Bianchini Esper, Duncan D. Ruiz, Felipe Meneguzzi, Augusto Buchweitz
Visual Explanation for Identification of the Brain Bases for Dyslexia on fMRI Data. CoRR (2020)
Julia Couto, Olimar Teixeira Borges, Duncan D. Ruiz, Sabrina Marczak, Rafael Prikladnicki
A Mapping Study about Data Lakes: An Improved Definition and Possible Architectures. SEKE (2019)
Douglas M. Souza, Duncan D. Ruiz
GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code. FLAIRS Conference (2018)
Alexandre Yukio Ichida, Felipe Meneguzzi, Duncan D. Ruiz
Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network. IJCNN (2018)
Leandro Pereira da Silva, Roger Granada, Juarez Monteiro, Duncan D. Ruiz
Fusing Scene Context to Improve Object Recognition. J. Inf. Data Manag. 9 (2) (2018)
Douglas M. Souza, Duncan D. Ruiz
Towards High-Resolution Face Pose Synthesis. IJCNN (2018)
Renata De Paris, Christian Vahl Quevedo, Duncan D. Ruiz, Furia Gargano, Osmar Norberto de Souza
A selective method for optimizing ensemble docking-based experiments on an InhA Fully-Flexible receptor model. BMC Bioinform. 19 (1) (2018)
Silvia Cristina Nunes das Dores, Carlos Soares, Duncan D. Ruiz
Bandit-Based Automated Machine Learning. BRACIS (2018)
Roger Leitzke Granada, Ramon Fraga Pereira, Juarez Monteiro, Rodrigo Coelho Barros, Duncan D. Ruiz, Felipe Meneguzzi
Hybrid Activity and Plan Recognition for Video Streams. AAAI Workshops (2017)
Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz
Movie genre classification with Convolutional Neural Networks. IJCNN (2016)
Silvia N. das Dôres, Luciano Alves, Duncan D. Ruiz, Rodrigo C. Barros
A meta-learning framework for algorithm recommendation in software fault prediction. SAC (2016)
Luciano Costa Blomberg, Rodrigo C. Barros, Duncan D. Ruiz
Evolving regression trees robust to missing data. SAC (2015)
Christian Vahl Quevedo, Renata De Paris, Duncan D. Ruiz, Osmar Norberto de Souza
A strategic solution to optimize molecular docking simulations using Fully-Flexible Receptor models. Expert Syst. Appl. 41 (16) (2014)
Ana T. Winck, Christian Vahl Quevedo, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz
A Comparative Analysis of Public Ligand Databases Based on Molecular Descriptors. BSB (2012)
Márcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz
Predicting software maintenance effort through evolutionary-based decision trees. SAC (2012)
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
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 13 (2012)
Renata De Paris, Fábio A. Frantz, Osmar Norberto de Souza, Duncan D. Ruiz
A Conceptual Many Tasks Computing Architecture to Execute Molecular Docking Simulations of a Fully-Flexible Receptor Model. BSB (2011)
John Igor B. Da Cruz, Duncan D. Ruiz
Conformance analysis on software development: an experience with process mining. Int. J. Bus. Process. Integr. Manag. 5 (2) (2011)
Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp
Evolutionary model trees for handling continuous classes in machine learning. Inf. Sci. 181 (5) (2011)
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
Mining flexible-receptor molecular docking data. WIREs Data Mining Knowl. Discov. 1 (6) (2011)
Patrícia Souza Silveira, Karin Becker, Duncan D. Ruiz
SPDW+: a seamless approach for capturing quality metrics in software development environments. Softw. Qual. J. 18 (2) (2010)
Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
Evolutionary model tree induction. SAC (2010)
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
Discretization of Flexible-Receptor Docking Data. BSB (2010)
Ana T. Winck, Karina S. Machado, Duncan D. Ruiz, Vera Lúcia Strube de Lima
Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition. IEA/AIE (3) (2010)
Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC (2009)
Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas
Lexicographic multi-objective evolutionary induction of decision trees. Int. J. Bio Inspired Comput. 1 (1/2) (2009)
Ana T. Winck, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz
FReDD: Supporting Mining Strategies through a Flexible-Receptor Docking Database. BSB (2009)
Cristian Tristão, Duncan D. Ruiz, Karin Becker
FlowSpy: exploring Activity-Execution Patterns from Business Processes. SBSI (2008)
Rita Berardi, Duncan D. Ruiz
Evaluating Data Quality of Software Effort Metrics. ICIQ (2008)
Ana T. Winck, Duncan D. Ruiz
Processo de KDD para Auxílio à Reconfiguração de Ambientes Virtualizados. SBSI (2008)
Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Ana Wink, Osmar Norberto de Souza
Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments. BSB (2008)
Cristian Tristão, Duncan D. Ruiz, Karin Becker
FlowSpy: exploring Activity-Execution Patterns from Business Processes. Braz. J. Inf. Syst. 1 (1) (2008)
Nelson N. Tenório Jr., Marcelo Blois Ribeiro, Duncan D. Ruiz
A Quasi-experiment for Effort and Defect Estimation Using Least Square Linear Regression and Function Points. SEW (2008)
John Igor B. Da Cruz, Duncan D. Ruiz
. WebMedia (Companion) (2008)
Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Osmar Norberto de Souza
Automating Molecular Docking with Explicit Receptor Flexibility Using Scientific Workflows. BSB (2007)
Rafael S. Garcia, Duncan D. Ruiz
Uma Abordagem para a Descoberta de Conhecimento em Processos de Workflow em Oracle. SBSI (2005)