• 1220 Citations
  • 18 h-Index

Research output per year

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Fingerprint Dive into the research topics where Mariela Cerrada Lozada is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Monitoreo Inteligente De La Condición De Maquinaría Rotativa Mediante La Fusión De Señales De Audio, Emisión Acústica, Vibración Y Corriente

Sanchez Loja, R. V., Llivicura Orellana, H. F., Lojano Armijos, F. J., Montalvan Pulla, F. I., Ortega Lucero, L. R., Vacacela Costa, A. S., Cabrera Mendieta, D. R., Cerrada Lozada, M. & Guaman Buestan, A. D. P.

17/01/19 → …

Project: Research and Development

Diagnosis Of Failures Of Pumps And Alternative Compressors By Analyzing Condition Monitoring Signals Using Automatic Learning Techniques

Sanchez Loja, R. V., Cerrada Lozada, M., Pacheco Montilla, F. K., Valente De Oliveira, J., Vásquez, R., Lucero Otorongo, P. M., Macancela Poveda, J. C., Ortiz Farfan, C. G., Perez Rivera, I. A., Villacis Marin, M. L. & Cabrera Mendieta, D. R.


Project: Research and Development

Research Output

Accelerometer Placement Comparison for Crack Detection in Railway Axles Using Vibration Signals and Machine Learning

Lucero, P., Sánchez, R. V., MacAncela, J. C., Cabrera, D., Cerrada, M., Li, C. & Alonso, H. R., 12 Jul 2019, p. 291-296. 6 p.

Research output: Contribution to conferenceChapter

  • A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering

    Cerrada, M., Aguilar, J., Altamiranda, J. & Sánchez, R. V., 1 Nov 2019, In : Knowledge and Information Systems. 61, 2, p. 755-798 44 p.

    Research output: Contribution to journalArticle

  • 1 Scopus citations

    An approach for the emerging ontology alignment based on the bees colonies

    Rangel, C., Aguilar, J., Cerrada, M. & Altamiranda, J., 1 Jan 2019, Proceedings of the 2015 International Conference on Artificial Intelligence, ICAI 2015 - WORLDCOMP 2015. de la Fuente, D., Dziegiel, R., Kozerenko, E. B., LaMonica, P. M., Liuzzi, R. A., Olivas, J. A., Waskiewicz, T., Jandieri, G. & Arabnia, H. R. (eds.). CSREA Press, p. 536-541 6 p. (Proceedings of the 2015 International Conference on Artificial Intelligence, ICAI 2015 - WORLDCOMP 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis

    Li, C., De Oliveira, J. V., Cerrada, M., Cabrera, D., Sanchez, R. V. & Zurita, G., 1 Jul 2019, In : IEEE Transactions on Fuzzy Systems. 27, 7, p. 1362-1382 21 p., 8510832.

    Research output: Contribution to journalArticle

  • 26 Scopus citations

    Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor

    Cabrera, D., Guamán, A., Zhang, S., Cerrada, M., Sánchez, R. V., Cevallos, J., Long, J. & Li, C., 2019, In : Neurocomputing. 380, p. 51-66 16 p.

    Research output: Contribution to journalArticle

  • 2 Scopus citations