Manuel Martin Salvador

IEEE Trans Autom. Sci. Eng., 2019

2017

Automatic and adaptive preprocessing for the development of predictive models.

[BibT_eX]

[DOI]

PhD thesis, 2017

2016

Automatic composition and optimisation of multicomponent predictive systems.

[BibT_eX]

[DOI]

CoRR, 2016

Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry.

[BibT_eX]

[DOI]

Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

Towards Automatic Composition of Multicomponent Predictive Systems.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2014

Online Detection of Shutdown Periods in Chemical Plants: A Case Study.

[BibT_eX]

[DOI]

Indre Zliobaite

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors.

[BibT_eX]

[DOI]

Stephanie Schwan

Athanasios Tsakonas

Indre Zliobaite

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2012

eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams.

[BibT_eX]

[DOI]

Frederic T. Stahl

Mohamed Medhat Gaber