Brazilian Data Scientists: Revealing their Challenges and Practices on Machine Learning Model Development.
João Lucas CorreiaJuliana Alves PereiraRafael Maiani de MelloAlessandro GarciaBaldoino FonsecaMárcio RibeiroRohit GheyiMarcos KalinowskiRenato CerqueiraWilly TiengoPublished in: SBQS (2020)
Keyphrases
- machine learning
- experimental data
- input data
- test data
- data sets
- probability distribution
- data analysis
- simulation data
- statistical methods
- computer science
- prior knowledge
- mathematical model
- database
- image data
- learning models
- empirical data
- computational model
- data collection
- high energy physics
- real world
- information extraction
- probabilistic model
- data management
- network structure
- high dimensional data
- data points
- knowledge discovery
- spatial data
- data sources
- xml documents
- text classification
- data structure
- raw data
- data quality
- bayesian networks
- high level
- case study
- supervised learning