Rommel N. Carvalho

According to our database1, Rommel N. Carvalho authored at least 45 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Designing Graph Databases With GRAPHED.
J. Database Manag., 2019

2018
GRAPHED: A Graph Description Diagram for Graph Databases.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

2017
Applying clustering and AHP methods for evaluating suspect healthcare claims.
J. Comput. Sci., 2017

PR-OWL - a language for defining probabilistic ontologies.
Int. J. Approx. Reason., 2017

Educational Data Mining: Discovery Standards of Academic Performance by Students in Public High Schools in the Federal District of Brazil.
Proceedings of the Recent Advances in Information Systems and Technologies, 2017

Detecting Evidence of Fraud in the Brazilian Government Using Graph Databases.
Proceedings of the Recent Advances in Information Systems and Technologies, 2017

Brazil's Bolsa Familia and young adult workers: A parallel RDD approach to large datasets.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Two-phase Parallel Learning to Identify Similar Structures Among Relational Databases.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Early Prediction of College Attrition Using Data Mining.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Evaluating the Use of Brazilian Companies' Financial Footnotes Texts for Debt Variation Prediction.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Identifying Anomalies in Parliamentary Expenditures of Brazilian Chamber of Deputies with Deep Autoencoders.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Predicting Waiting Time Overflow on Bank Teller Queues.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Uncertainty modeling process for semantic technology.
PeerJ Comput. Sci., 2016

Bayesian Networks on Income Tax Audit Selection - A Case Study of Brazilian Tax Administration.
Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016

Measuring the Risk of Public Contracts Using Bayesian Classifiers.
Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016

Bayesian Models to Assess Risk of Corruption of Federal Management Units.
Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016

A New Algorithm for Generating Situation-Specific Bayesian Networks Using Bayes-Ball Method.
Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

Automatic Generation of Probabilistic Ontologies from UMP-ST Model.
Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

A Comparison Between Supervised and Unsupervised Models for Identify a Large Number of Categories.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Deep Learning Anomaly Detection as Support Fraud Investigation in Brazilian Exports and Anti-Money Laundering.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Predicting Recovery of Credit Operations on a Brazilian Bank.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Identifying IT Purchases Anomalies in the Brazilian Government Procurement System Using Deep Learning.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Identifying the Main Problems in IT Auditing: A Comparison Between Unsupervised and Supervised Learning.
Proceedings of the Electronic Government and the Information Systems Perspective, 2016

2015
PR-OWL 2 RL - A Language for Scalable Uncertainty Reasoning on the Semantic Web information.
Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Scalable uncertainty treatment using triplestores and the OWL 2 RL profile.
Proceedings of the 18th International Conference on Information Fusion, 2015

Predictive Models on Tax Refund Claims - Essays of Data Mining in Brazilian Tax Administration.
Proceedings of the Electronic Government and the Information Systems Perspective, 2015

Analyzing Suspicious Medical Visit Claims from Individual Healthcare Service Providers Using K-Means Clustering.
Proceedings of the Electronic Government and the Information Systems Perspective, 2015

2014
Using Bayesian Networks to Identify and Prevent Split Purchases in Brazil.
Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop co-located with the 30th Conference on Uncertainty in Artificial Intelligence, 2014

UMP-ST Plug-in: Documenting, Maintaining and Evolving Probabilistic Ontologies Using UnBBayes Framework.
Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Using Political Party Affiliation Data to Measure Civil Servants' Risk of Corruption.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013
Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil.
Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

UMP-ST plug-in: A Tool for Documenting, Maintaining, and Evolving Probabilistic Ontologies.
Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

A GUI for MLN.
Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

2012
A Fusion Analysis and Evaluation Tool for Multi-Sensor Classification Systems.
J. Adv. Inf. Fusion, 2012

2011
PR-OWL 2 Case Study: A Maritime Domain Probabilistic Ontology.
Proceedings of the Sixth International Conference on Semantic Technologies for Intelligence, 2011

Evaluating uncertainty representation and reasoning in HLF systems.
Proceedings of the 14th International Conference on Information Fusion, 2011

Modeling a probabilistic ontology for Maritime Domain Awareness.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
PR-OWL 2.0 - Bridging the gap to OWL semantics.
Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2010), 2010

PROGNOS: Predictive situational awareness with probabilistic ontologies.
Proceedings of the 13th Conference on Information Fusion, 2010

Compatibility Formalization Between PR-OWL and OWL.
Proceedings of the First International Workshop on Uncertainty in Description Logics, 2010

2009
A GUI Tool for Plausible Reasoning in the Semantic Web Using MEBN.
Proceedings of the Innovative Applications in Data Mining, 2009

A multi-disciplinary approach to high level fusion in predictive situational awareness.
Proceedings of the 12th International Conference on Information Fusion, 2009

A performance evaluation tool for multi-sensor classification systems.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
A First-Order Bayesian Tool for Probabilistic Ontologies.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007
A GUI Tool for Plausible Reasoning in the Semantic Web using MEBN.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007


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