- Advanced Statistical Process Monitoring
- Business Process Modeling and Analysis
- Forecasting Techniques and Applications
- Service-Oriented Architecture and Web Services
- Semantic Web and Ontologies
- Rough Sets and Fuzzy Logic
- Data Management and Algorithms
- Imbalanced Data Classification Techniques
- Stock Market Forecasting Methods
- Data Mining Algorithms and Applications
Thales (Canada)
2021-2023
Université Laval
2021
Universidade Federal do Rio de Janeiro
2004-2007
Inventory represents the largest asset in pharmacy products distribution. Forecasting purchases is essential to keep an effective stock balancing supply and demand besides minimizing costs. In this work, we investigate how forecast product for a pharmaceutical distributor. The data contains inventory sale histories more than 10 thousand active during past 15 years. We discuss challenges on preprocessing of including cleaning, feature constructions selections, as well processing COVID period....
In This work we present COE, a peer-to-peer collaborative ontology editor, which supports creation, edition, sharing, and reuse of ontologies. COE was implemented on top general-purpose framework, COPPEER. Ontologies are particularly useful as design tool because they render the communication between people interoperability systems easier. large multidisciplinary projects, ontologies can be critical success factor. The creation allows for better understanding among participants project...