Duncan D. Ruiz

43 papers B 4C 2Misc 6Journal 13Unranked 18
YearRankTypeTitle / Venue / Authors
2022 — conf
Leveraging Textual Descriptions for House Price Valuation.
BRACIS (1)
Luís Fernando Bittencourt, Otávio Parraga, Duncan D. Ruiz, Isabel H. Manssour, Soraia Raupp Musse, Rodrigo C. Barros
2022 — conf
On the use of Machine Learning and Deep Learning for Text Similarity and Categorization and its Application to Troubleshooting Automation.
HICSS
Julia Couto, Laura Tomaz Da Silva, Julia Godoy, Davi Kniest, Daniel Antonio Callegari, Felipe Meneguzzi, Duncan D. Ruiz
2021 — conf
A PMBoK Extension Proposal for Data Visualization in Software Project Management.
ICEIS (2)
Julia M. Colleoni Couto, Josiane Kroll, Duncan D. Ruiz, Rafael Prikladnicki
2021 — conf
Challenges in using Machine Learning to Support Software Engineering.
ICEIS (2)
Olimar Teixeira Borges, Julia M. Colleoni Couto, Duncan D. Ruiz, Rafael Prikladnicki
2021 J jnl
Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data.
Frontiers Comput. Neurosci.
Laura Tomaz Da Silva, Nathalia Bianchini Esper, Duncan D. Ruiz, Felipe Meneguzzi, Augusto Buchweitz
2020 B conf
Efficient Neural Architecture for Text-to-Image Synthesis.
IJCNN
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
2020 J jnl
Efficient Neural Architecture for Text-to-Image Synthesis.
CoRR
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
2020 J jnl
Visual Explanation for Identification of the Brain Bases for Dyslexia on fMRI Data.
CoRR
Laura Tomaz Da Silva, Nathalia Bianchini Esper, Duncan D. Ruiz, Felipe Meneguzzi, Augusto Buchweitz
2019 C conf
A Mapping Study about Data Lakes: An Improved Definition and Possible Architectures.
SEKE
Julia Couto, Olimar Teixeira Borges, Duncan D. Ruiz, Sabrina Marczak, Rafael Prikladnicki
2018 J jnl
A selective method for optimizing ensemble docking-based experiments on an InhA Fully-Flexible receptor model.
BMC Bioinform.
Renata De Paris, Christian Vahl Quevedo, Duncan D. Ruiz, Furia Gargano, Osmar Norberto de Souza
2018 — conf
Bandit-Based Automated Machine Learning.
BRACIS
Silvia Nunes das Dôres, Carlos Soares, Duncan D. Ruiz
2018 J jnl
Fusing Scene Context to Improve Object Recognition.
J. Inf. Data Manag.
Leandro Pereira da Silva, Roger Granada, Juarez Monteiro, Duncan D. Ruiz
2018 Misc conf
GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code.
FLAIRS
Douglas M. Souza, Duncan D. Ruiz
2018 B conf
Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network.
IJCNN
Alexandre Yukio Ichida, Felipe Meneguzzi, Duncan D. Ruiz
2018 B conf
Towards High-Resolution Face Pose Synthesis.
IJCNN
Douglas M. Souza, Duncan D. Ruiz
2017 — conf
Hybrid Activity and Plan Recognition for Video Streams.
AAAI Workshops
Roger Leitzke Granada, Ramon Fraga Pereira, Juarez Monteiro, Rodrigo Coelho Barros, Duncan D. Ruiz, Felipe Meneguzzi
2016 Misc conf
A meta-learning framework for algorithm recommendation in software fault prediction.
SAC
Silvia N. das Dôres, Luciano Alves, Duncan D. Ruiz, Rodrigo C. Barros
2016 B conf
Movie genre classification with Convolutional Neural Networks.
IJCNN
Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz
2015 Misc conf
Evolving regression trees robust to missing data.
SAC
Luciano Costa Blomberg, Rodrigo C. Barros, Duncan D. Ruiz
2014 J jnl
A strategic solution to optimize molecular docking simulations using Fully-Flexible Receptor models.
Expert Syst. Appl.
Christian Vahl Quevedo, Renata De Paris, Duncan D. Ruiz, Osmar Norberto de Souza
2012 — conf
A Comparative Analysis of Public Ligand Databases Based on Molecular Descriptors.
BSB
Ana T. Winck, Christian Vahl Quevedo, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz
2012 J jnl
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data.
BMC Bioinform.
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
2012 Misc conf
Predicting software maintenance effort through evolutionary-based decision trees.
SAC
Márcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz
2011 — conf
A Conceptual Many Tasks Computing Architecture to Execute Molecular Docking Simulations of a Fully-Flexible Receptor Model.
BSB
Renata De Paris, Fábio A. Frantz, Osmar Norberto de Souza, Duncan D. Ruiz
2011 J jnl
Conformance analysis on software development: an experience with process mining.
Int. J. Bus. Process. Integr. Manag.
John Igor B. Da Cruz, Duncan D. Ruiz
2011 J jnl
Evolutionary model trees for handling continuous classes in machine learning.
Inf. Sci.
Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp
2011 J jnl
Mining flexible-receptor molecular docking data.
WIREs Data Mining Knowl. Discov.
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
2010 — conf
Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition.
IEA/AIE (3)
Ana T. Winck, Karina S. Machado, Duncan D. Ruiz, Vera Lúcia Strube de Lima
2010 — conf
Discretization of Flexible-Receptor Docking Data.
BSB
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
2010 Misc conf
Evolutionary model tree induction.
SAC
Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2010 J jnl
SPDW+: a seamless approach for capturing quality metrics in software development environments.
Softw. Qual. J.
Patrícia Souza Silveira, Karin Becker, Duncan D. Ruiz
2009 — conf
FReDD: Supporting Mining Strategies through a Flexible-Receptor Docking Database.
BSB
Ana T. Winck, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz
2009 Misc conf
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction.
SAC
Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz
2009 J jnl
Lexicographic multi-objective evolutionary induction of decision trees.
Int. J. Bio Inspired Comput.
Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas
2008 C conf
A Quasi-experiment for Effort and Defect Estimation Using Least Square Linear Regression and Function Points.
SEW
Nelson N. Tenório Jr., Marcelo Blois Ribeiro, Duncan D. Ruiz
2008 — conf
Evaluating Data Quality of Software Effort Metrics.
ICIQ
Rita Berardi, Duncan D. Ruiz
2008 — conf
Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments.
BSB
Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Ana Wink, Osmar Norberto de Souza
2008 — conf
FlowSpy: exploring Activity-Execution Patterns from Business Processes.
SBSI
Cristian Tristão, Duncan D. Ruiz, Karin Becker
2008 J jnl
FlowSpy: exploring Activity-Execution Patterns from Business Processes.
Braz. J. Inf. Syst.
Cristian Tristão, Duncan D. Ruiz, Karin Becker
2008 — conf
Processo de KDD para Auxílio à Reconfiguração de Ambientes Virtualizados.
SBSI
Ana T. Winck, Duncan D. Ruiz
2008 — conf
Uma experiência em mineração de processos de manutenção de
WebMedia (Companion)
John Igor B. Da Cruz, Duncan D. Ruiz
2007 — conf
Automating Molecular Docking with Explicit Receptor Flexibility Using Scientific Workflows.
BSB
Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Osmar Norberto de Souza
2005 — conf
Uma Abordagem para a Descoberta de Conhecimento em Processos de Workflow em Oracle.
SBSI
Rafael S. Garcia, Duncan D. Ruiz