4 citations · 9 across the 6 of their papers we have counts for
7 papers
Bayesian Optimization with a Prior for the Optimum
Artur Souza, Luigi Nardi, Leonardo B. Oliveira +3
While Bayesian Optimization (BO) is a very popular method for optimizing expensive black-box functions, it fails to leverage the experience of domain experts. This causes BO to was…
DOD-ETL: Distributed On-Demand ETL for Near Real-Time Business Intelligence
Gustavo V. Machado, Ítalo Cunha, Adriano C. M. Pereira +1
The competitive dynamics of the globalized market demand information on the internal and external reality of corporations. Information is a precious asset and is responsible for es…
A Federated Lightweight Authentication Protocol for the Internet of Things
Maria L. B. A. Santos, Jessica C. Carneiro, Antonio M. R. Franco +3
Considering the world's IoT development and market, it is necessary to guarantee the security of the developed IoT applications as well as the privacy of their end users. In this s…
Agro 4.0: A Green Information System for Sustainable Agroecosystem Management
Eugênio Pacceli Reis da Fonseca, Evandro Caldeira, Heitor Soares Ramos Filho +3
Agriculture is one of the most critical activities developed today by humankind and is in constant technical evolution to supply food and other essential products to everlasting an…
Challenges and Directions for Authentication in Pervasive Computing
Artur Souza, Antônio A. F. Loureiro, Leonardo B. Oliveira
We quickly approach a "pervasive future" where pervasive computing is the norm. In this scenario, humans are surrounded by a multitude of heterogeneous devices that assist them in…
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning
Artur Souza, Leonardo B. Oliveira, Sabine Hollatz +5
Serial crystallography is the field of science that studies the structure and properties of crystals via diffraction patterns. In this paper, we introduce a new serial crystallogra…
StartupBR: Higher Education's Influence on Social Networks and Entrepreneurship in Brazil
Michelle Reddy, Júlio C. Nardelli, Yuri L. Pereira +4
Developing and middle-income countries increasingly empha-size higher education and entrepreneurship in their long-term develop-ment strategy. Our work focuses on the influence of…