Towards Automatic Composition of Multicomponent Predictive Systems

By Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys. 2016

23 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Software

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Marc-André Zöller
2. Marco F. Huber
3. Bogdan Gabrys
4. Marcin Budka
5. Manuel Martin Salvador
6. Li Yang
7. Abdallah Shami

In Software

1. Marc-André Zöller
2. Bogdan Gabrys

Citations in the corpus

• Benchmark and Survey of Automated Machine Learning Frameworks (2019, background): “Incorporating domain knowledge during data cleaning heavily increases the data quality (Jeffery et al., 2006; Messaoud et al., 2011; Salvador et al., 2016).”
• Survey on Automated Machine Learning (2019, background): “domain knowledge, the data quality can be heavily increased (Jeffery et al., 2006; Messaoud et al., 2011; Salvador et al., 2016).”
• Modelling Multi-Component Predictive Systems as Petri Nets (2017, background): “Reducing these labour-intensive tasks led us to investigate the automation of composing of MCPS (Martin Salvador et al. 2016b).”