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Duncan Dubugras Alcoba Ruiz

Duncan Dubugras A. Ruiz – Duncan D. A. Ruiz – Duncan D. Ruiz

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affiliation: Pontifical Catholic University of Rio Grande do Sul, PUCRS, Brazil

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Journal Articles

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2022
[j17]
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Julia M. Colleoni Couto, Josiane Kroll, Duncan Dubugras A. Ruiz, Rafael Prikladnicki:
Extending the Project Management Body of Knowledge (PMBOK) for Data Visualization in Software Project Management. SN Comput. Sci. 3(4): 283 (2022)
2021
[j16]
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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: 594659 (2021)
2020
[j15]
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Gabriel Paludo Licks, Júlia Mara Colleoni Couto, Priscilla de Fátima Miehe, Renata De Paris, Duncan Dubugras A. Ruiz, Felipe Meneguzzi:
SmartIX: A database indexing agent based on reinforcement learning. Appl. Intell. 50(8): 2575-2588 (2020)
2018
[j14]
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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): 235:1-235:16 (2018)
[j13]
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Leandro Pereira da Silva, Roger Granada, Juarez Monteiro, Duncan D. Ruiz:
Fusing Scene Context to Improve Object Recognition. J. Inf. Data Manag. 9(2): 147-162 (2018)
2015
[j12]
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Renata De Paris, Christian Vahl Quevedo, Duncan Dubugras A. Ruiz, Osmar Norberto de Souza, Rodrigo C. Barros:
Clustering Molecular Dynamics Trajectories for Optimizing Docking Experiments. Comput. Intell. Neurosci. 2015: 916240:1-916240:9 (2015)
2014
[j11]
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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): 7608-7620 (2014)
2013
[j10]
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Luis Fernando Planella Gonzalez, Maria Alejandra Gomez Pivel, Duncan Dubugras Alcoba Ruiz:
Improving bathymetric images exploration: A data mining approach. Comput. Geosci. 54: 142-147 (2013)
[j9]
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Luciano Costa Blomberg, Daiane Hemerich, Duncan Dubugras Alcoba Ruiz:
Evaluating the performance of regression algorithms on datasets with missing data. Int. J. Bus. Intell. Data Min. 8(2): 105-131 (2013)
2012
[j8]
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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: 310 (2012)
2011
[j7]
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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): 109-120 (2011)
[j6]
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Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp:
Evolutionary model trees for handling continuous classes in machine learning. Inf. Sci. 181(5): 954-971 (2011)
[j5]
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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): 532-541 (2011)
2010
[j4]
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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): 227-268 (2010)
2009
[j3]
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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): 105-117 (2009)
2008
[j2]
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Cristian Tristão, Duncan D. Ruiz, Karin Becker:
FlowSpy: exploring Activity-Execution Patterns from Business Processes. Braz. J. Inf. Syst. 1(1) (2008)
2004
[j1]
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Ling Liu, Calton Pu, Duncan Dubugras A. Ruiz:
A Systematic Approach to Flexible Specification, Composition, and Restructuring of Workflow Activities. J. Database Manag. 15(1): 1-40 (2004)

Conference and Workshop Papers

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2023
[c61]
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Alessandra Helena Jandrey, Duncan Dubugras Alcoba Ruiz, Milene Selbach Silveira:
Imagery contents descriptions for People with visual impairments. IHC 2023: 40:1-40:12
2022
[c60]
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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: 355-369
[c59]
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Julia Couto, Laura Tomaz Da Silva, Julia Godoy, Davi Kniest, Daniel Antonio 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: 1-10
2021
[c58]
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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: 54-65
[c57]
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Olimar Teixeira Borges, Julia M. Colleoni Couto, Duncan D. Ruiz, Rafael Prikladnicki:
Challenges in using Machine Learning to Support Software Engineering. ICEIS (2) 2021: 224-231
[c56]
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Alessandra Helena Jandrey, Duncan Dubugras Alcoba Ruiz, Milene Selbach Silveira:
Image Descriptions' Limitations for People with Visual Impairments: Where Are We and Where Are We Going? IHC 2021: 30:1-30:11
2020
[c55]
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Olimar Teixeira Borges, Julia M. Colleoni Couto, Duncan Dubugras A. Ruiz, Rafael Prikladnicki:
How Machine Learning Has Been Applied in Software Engineering? ICEIS (2) 2020: 306-313
[c54]
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  - conf/ijcnn/SouzaWR20
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Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz:
Efficient Neural Architecture for Text-to-Image Synthesis. IJCNN 2020: 1-8
2019
[c53]
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Priscilla Neuhaus, Julia Couto, Jonatas Wehrmann, Duncan Dubugras Alcoba Ruiz, Felipe Meneguzzi:
GADIS: A Genetic Algorithm for Database Index Selection (S). SEKE 2019: 39-54
[c52]
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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: 453-578
2018
[c51]
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Silvia Cristina Nunes das Dores, Carlos Soares, Duncan D. Ruiz:
Bandit-Based Automated Machine Learning. BRACIS 2018: 121-126
[c50]
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Douglas M. Souza, Duncan D. Ruiz:
GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code. FLAIRS 2018: 110-115
[c49]
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Alexandre Yukio Ichida, Felipe Meneguzzi, Duncan D. Ruiz:
Measuring Semantic Similarity Between Sentences Using A Siamese Neural Network. IJCNN 2018: 1-7
[c48]
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Douglas M. Souza, Duncan D. Ruiz:
Towards High-Resolution Face Pose Synthesis. IJCNN 2018: 1-8
[c47]
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Nielsen Luiz Rechia Machado, Duncan Dubugras Alcoba Ruiz:
A Framework for Identification and Monitoring of Profiles and Behaviors of Users Based on Mobile App Usage. SBBD Companion 2018: 88-94
2017
[c46]
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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
[c45]
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Alan Diego dos Santos, Duncan D. A. Ruiz:
Virtual Screening Assisted by Siamese Neural Networks. FLAIRS 2017: 596-600
[c44]
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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:
Media Professionals' Opinions about Interactive Visualizations of Political Polarization during Brazilian Presidential Campaigns on Twitter. HICSS 2017: 1-10
[c43]
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Nielsen L. R. Machado, Duncan D. A. Ruiz:
Customer: A novel customer churn prediction method based on mobile application usage. IWCMC 2017: 2146-2151
[c42]
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Silvia Nunes das Dôres, Carlos Soares, Duncan D. A. Ruiz:
Effect of Metalearning on Feature Selection Employment. AutoML@PKDD/ECML 2017: 84-90
2016
[c41]
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Jonatas Wehrmann, Rodrigo C. Barros, Gabriel S. Simoes, Thomas S. Paula, Duncan Dubugras Alcoba Ruiz:
(Deep) Learning from Frames. BRACIS 2016: 1-6
[c40]
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Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz:
Movie genre classification with Convolutional Neural Networks. IJCNN 2016: 259-266
[c39]
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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: 1486-1491
2015
[c38]
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  - conf/cloudcom/ParisRS15
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Renata De Paris, Duncan Dubugras A. Ruiz, Osmar Norberto de Souza:
A Cloud-Based Workflow Approach for Optimizing Molecular Docking Simulations of Fully-Flexible Receptor Models and Multiple Ligands. CloudCom 2015: 495-498
[c37]
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  - conf/sac/HublerRFS15
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Patricia Hübler, Duncan Dubugras A. Ruiz, João Eduardo Ferreira, Osmar Norberto de Souza:
P-SaMI: a data-flow pattern to perform massively-parallel molecular docking experiments using a fully-flexible receptor model. SAC 2015: 54-57
[c36]
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Luciano Costa Blomberg, Rodrigo C. Barros, Duncan D. Ruiz:
Evolving regression trees robust to missing data. SAC 2015: 102-109
[c35]
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  - conf/sac/GonzalezRP15
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Luis Fernando Planella Gonzalez, Duncan Dubugras Alcoba Ruiz, Márcio Sarroglia Pinho:
Computationally-efficient classification of HEp-2 cell patterns in IIF images. SAC 2015: 825-830
2013
[c34]
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Paulo Fernandes, Lucelene Lopes, Silvio Normey, Duncan Dubugras A. Ruiz:
Stochastic Aware Random Forests - A Variation Less Impacted by Randomness. FLAIRS 2013
[c33]
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Juliano Varella de Carvalho, Duncan Dubugras A. Ruiz:
Discovering Frequent Itemsets on Uncertain Data: A Systematic Review. MLDM 2013: 390-404
[c32]
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Luciano Costa Blomberg, Duncan Dubugras A. Ruiz:
Evaluating the Influence of Missing Data on Classification Algorithms in Data Mining Applications. SBSI 2013: 734-743
2012
[c31]
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Leandro Paulo Bogoni, Ganna Frankova, Cristina Matteotti, Fabio Casati, Duncan Dubugras A. Ruiz, Giampaolo Armellin:
Healthcare Business Processes Risks Identification and Management - Approach for Medication Administration Processes Re-engineering. HEALTHINF 2012: 292-298
[c30]
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Márcio P. Basgalupp, Rodrigo C. Barros, Duncan D. Ruiz:
Predicting software maintenance effort through evolutionary-based decision trees. SAC 2012: 1209-1214
[c29]
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  - conf/wob/WinckQMSR12
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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: 156-167
2011
[c28]
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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: 75-78
2010
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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: 119-128
[c26]
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Paulo Fernandes, Lucelene Lopes, Duncan Dubugras A. Ruiz:
The impact of random samples in ensemble classifiers. SAC 2010: 1002-1009
[c25]
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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: 1131-1137
[c24]
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Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza:
Discretization of Flexible-Receptor Docking Data. BSB 2010: 75-79
2009
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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: 1085-1090
[c22]
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Rita Cristina Galarraga Berardi, Duncan Dubugras Alcoba Ruiz:
Fuzzy-Provenance Architecture for Effort Metric Data Quality Assessment. SBQS 2009: 1-15
[c21]
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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: 143-146
2008
[c20]
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Rita Berardi, Duncan D. Ruiz:
Evaluating Data Quality of Software Effort Metrics. ICIQ 2008: 46-
[c19]
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Cristian Tristão, Duncan D. Ruiz, Karin Becker:
FlowSpy: exploring Activity-Execution Patterns from Business Processes. SBSI 2008: 152-163
[c18]
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Ana T. Winck, Duncan D. Ruiz:
Processo de KDD para Auxílio à Reconfiguração de Ambientes Virtualizados. SBSI 2008: 211-222
[c17]
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Leandro Paulo Bogoni, Duncan D. A. Ruiz:
Um Método para Suporte à Evolução de Métricas de PDS. SBSI 2008: 223-234
[c16]
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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: 143-151
[c15]
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Rodrigo C. Barros, Duncan Dubugras A. Ruiz, Nelson N. Tenório Jr., Márcio P. Basgalupp, Karin Becker:
Issues on Estimating Software Metrics in a Large Software Operation. SEW 2008: 152-160
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John Igor B. Da Cruz, Duncan D. Ruiz:
Uma experiência em mineração de processos de manutenção de software. WebMedia (Companion) 2008: 247-253
[c13]
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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: 104-114
2007
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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: 1-11
2006
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Karin Becker, Duncan Dubugras A. Ruiz, Virginia S. Cunha, Taisa C. Novello, Franco Vieira e Souza:
SPDW: A Software Development Process Performance Data Warehousing Environment. SEW 2006: 107-118
2005
[c10]
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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:
A Workflow-based Environment to manage Software-Testing Process Executions. Computer Supported Activity Coordination 2005: 66-74
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Duncan Dubugras A. Ruiz, Karin Becker, Taisa C. Novello, Virginia S. Cunha:
A Data Warehousing Environment to Monitor Metrics in Software Development Processes. DEXA Workshops 2005: 936-940
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Mariângela Vanzin, Karin Becker, Duncan Dubugras A. Ruiz:
Ontology-Based Filtering Mechanisms for Web Usage Patterns Retrieval. EC-Web 2005: 267-277
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Rafael S. Garcia, Duncan D. Ruiz:
Uma Abordagem para a Descoberta de Conhecimento em Processos de Workflow em Oracle. SBSI 2005: 168-175
2004
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Karin Becker, Duncan Dubugras A. Ruiz:
An Aggregate-Aware Retargeting Algorithm for Multiple Fact Data Warehouses. DaWaK 2004: 118-128
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Carlos G. Marquardt, Karin Becker, Duncan Dubugras A. Ruiz:
A Pre-Processing Tool for Web Usage Mining in the Distance Education Domain. IDEAS 2004: 78-87
2002
[c4]
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Karin Becker, Duncan Dubugras A. Ruiz, Kellyne Santos:
MF-Retarget: Aggregate Awareness in Multiple Fact Table Schema Data Warehouses. ADBIS Research Communications 2002: 41-51
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Ricardo Melo Bastos, Duncan Dubugras A. Ruiz:
Extending UML Activity Diagram for Workflow Modeling in Production Systems. HICSS 2002: 291
2001
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Ricardo Melo Bastos, Duncan Dubugras A. Ruiz:
Towards an Approach to Model Business Processes using Workflow Modeling Techniques in Production Systems. HICSS 2001
1989
[c1]
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José Palazzo Moreira de Oliveira, Duncan Dubugras A. Ruiz, Norberto Hoppen:
Especificação de Sistemas de Informação de Escritórios: a metodologia T.A.& A. SBES 1989: 86-97

Informal and Other Publications

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2020
[i3]
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Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz:
Efficient Neural Architecture for Text-to-Image Synthesis. CoRR abs/2004.11437 (2020)
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Roger Granada, Ramon Fraga Pereira, Juarez Monteiro, Leonardo Amado, Rodrigo C. Barros, Duncan Dubugras A. Ruiz, Felipe Meneguzzi:
HAPRec: Hybrid Activity and Plan Recognizer. CoRR abs/2004.13482 (2020)
[i1]
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  - journals/corr/abs-2007-09260
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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 abs/2007.09260 (2020)

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