12 citations · 44 across the 14 of their papers we have counts for
6 papers · 1 filter
The Next Generation of Metadata-Oriented Testing of Research Software
Doug Mulholland, Paulo Alencar, Donald Cowan
Research software refers to software development tools that accelerate discovery and simplifies access to digital infrastructures. However, although research software platforms can…
A Variability-Aware Design Approach to the Data Analysis Modeling Process
Maria Cristina Vale Tavares, Paulo Alencar, Donald Cowan
The massive amount of current data has led to many different forms of data analysis processes that aim to explore this data to uncover valuable insights. Methodologies to guide the…
The iEnvironment Platform: Developing an Open Science Software Platform for Integrated Environmental Monitoring and Modeling of Surface Water
Paulo Alencar, Donald Cowan, Doug Mulholland
This paper describes the development of iEnvironment, an open science software platform that supports monitoring and modeling of aspects of surface water. The platform supports sci…
An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning
Nathalia Nascimento, Paulo Alencar, Carlos Lucena +1
Agent-based Internet of Things (IoT) applications have recently emerged as applications that can involve sensors, wireless devices, machines and software that can exchange data and…
Machine Learning-based Variability Handling in IoT Agents
Nathalia Nascimento, Paulo Alencar, Carlos Lucena +1
Agent-based IoT applications have recently been proposed in several domains, such as health care, smart cities and agriculture. Deploying these applications in specific settings ha…
Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks
Nathalia Nascimento, Carlos Lucena, Paulo Alencar +1
Several papers have recently contained reports on applying machine learning (ML) to the automation of software engineering (SE) tasks, such as project management, modeling and deve…