Publicaciones revisadas por pares en machine learning e inteligencia artificial. Para una lista completa y actualizada, consulta mi perfil de Google Scholar.
Publicaciones seleccionadas
Los títulos aparecen en inglés porque es el idioma de publicación en revistas científicas internacionales.
A machine learning approach to classifying sustainability practices in hotel management
MC Pérez López, AM Plata Díaz, M Martin Salvador, G López Pérez
Journal of Sustainable Tourism, 1-22
2024
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Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA
M. Martín Salvador, M. Budka, B. Gabrys
IEEE Transactions on Automation Science and Engineering, 16(2): 946-959
2019
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Adaptive learning from evolving data streams
M. Martín Salvador
Tesis Doctoral, Bournemouth University
2017
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Towards Automatic Composition of Multicomponent Predictive Systems
M. Martín Salvador, M. Budka, B. Gabrys
International Conference on Hybrid Artificial Intelligence Systems (HAIS), pp. 27-39
2016
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Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry
M. Martín Salvador, M. Budka, B. Gabrys
AutoML Workshop @ ICML (PMLR 64), pp. 48-57
2016
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Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems
M. Martín Salvador, M. Budka, B. Gabrys
International Conference on Knowledge Engineering and Smart-World (KES), pp. 713-722
2016
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From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors
M. Budka, M. Eastwood, B. Gabrys, P. Kadlec, M. Martín Salvador, S. Schwan, A. Tsakonas, I. Žliobaitė
International Symposium on Intelligent Data Analysis (IDA), pp. 49-60
2014
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