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Books and Theses
- 2017
[b1]Manuel Martin Salvador
:
Automatic and adaptive preprocessing for the development of predictive models. Bournemouth University, Poole, UK, 2017
Journal Articles
- 2019
- [j1]Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA. IEEE Trans Autom. Sci. Eng. 16(2): 946-959 (2019)
Conference and Workshop Papers
- 2016
- [c6]Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Towards Automatic Composition of Multicomponent Predictive Systems. HAIS 2016: 27-39 - [c5]Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry. AutoML@ICML 2016: 48-57 - [c4]Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems. KES 2016: 713-722 - 2014
- [c3]Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite:
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. IDA 2014: 49-60 - [c2]Manuel Martin Salvador, Bogdan Gabrys, Indre Zliobaite:
Online Detection of Shutdown Periods in Chemical Plants: A Case Study. KES 2014: 580-588 - 2012
- [c1]Frederic T. Stahl, Mohamed Medhat Gaber, Manuel Martin Salvador:
eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams. SGAI Conf. 2012: 65-78
Informal and Other Publications
- 2016
- [i1]Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Automatic composition and optimisation of multicomponent predictive systems. CoRR abs/1612.08789 (2016)
Coauthor Index
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