12 citations · 31 across the 10 of their papers we have counts for
17 papers
A Reference Model for IoT Embodied Agents Controlled by Neural Networks
Nathalia Nascimento, Paulo Alencar, Donald Cowan +1
Embodied agents is a term used to denote intelligent agents, which are a component of devices belonging to the Internet of Things (IoT) domain. Each agent is provided with sensors…
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review
Giuliano Lorenzoni, Paulo Alencar, Nathalia Nascimento +1
Data scientists often develop machine learning models to solve a variety of problems in the industry and academy but not without facing several challenges in terms of Model Develop…
A Cognitive and Machine Learning-Based Software Development Paradigm Supported by Context
Glaucia Melo, Paulo Alencar, Donald Cowan
Advances in the use of cognitive and machine learning (ML) enabled systems fuel the quest for novel approaches and tools to support software developers in executing their tasks. Fi…
Exploring Context-Aware Conversational Agents in Software Development
Glaucia Melo, Edith Law, Paulo Alencar +1
Software development is a complex endeavor that depends on a wide variety of contextual factors involving a large amount of distributed information. This knowledge could include: t…
KryptoOracle: A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments
Shubhankar Mohapatra, Nauman Ahmed, Paulo Alencar
Cryptocurrencies, such as Bitcoin, are becoming increasingly popular, having been widely used as an exchange medium in areas such as financial transaction and asset transfer verifi…
Spatial-Temporal Cluster Relations -- A Foundation for Trajectory Cluster Lifetime Analysis
Ivens Portugal, Paulo Alencar, Donald Cowan
Spatial-temporal data, that is information about objects that exist at a particular location and time period, are rich in value and, as a consequence, the target of so many initiat…