Peer-reviewed publications in machine learning and artificial intelligence. For a complete and updated list, see my Google Scholar profile.
Selected Publications
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
PDF · DOI
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
PDF · DOI
Adaptive learning from evolving data streams
M. Martín Salvador
PhD Thesis, Bournemouth University
2017
PDF
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
PDF · DOI
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
PDF
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
PDF · DOI
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
PDF · DOI
See full list on Google Scholar.
Interested in a research collaboration? Reach out via my contact page.