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Fingerprint Dive into the research topics where Claudio Frederico Pinho Rebelo de Sá is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Labels Engineering & Materials Science
Ranking Mathematics
Association rules Engineering & Materials Science
Decision trees Engineering & Materials Science
Decision tree Mathematics
Discretization Method Mathematics
Entropy Engineering & Materials Science
Association Rule Mining Mathematics

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Research Output 2011 2019

  • 5 Conference contribution
  • 4 Article
  • 1 Chapter
11 Downloads (Pure)

Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks

Pinho Rebelo de Sá, C. F., Kumar, A., Ferreira, H. & Soares, C., 1 May 2019, 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). Quintián, H., Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F. & Troncoso Lora, A. (eds.). Vol. 950. p. 142-153 12 p. (Advances in Intelligent Systems and Computing; vol. 950).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
Neural networks
Automotive fuels
Fuel systems
Industrial applications

Providing Proactiveness: Data Analysis Techniques Portfolios

Sillitti, A., Anakabe, J. F., Basurko, J., Dam, P., Ferreira, H., Ferreiro, S., Gijsbers, J., He, S., Hegedűs, C., Holenderski, M., Hooghoudt, J-O., Lecuona, I., Leturiondo, U., Marcelis, Q., Moldován, I., Okafor, E., Rebelo de Sá, C., Romero, R., Sarr, B., Schomaker, L. & 11 othersKumar Shekar, A., Soares, C., Sprong, H., Theodorsen, S., Tourwé, T., Urchegui, G., Webers, G., Yang, Y., Zubaliy, A., Zugasti, E. & Zurutuza, U., Jan 2019, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. Albano, M., Jantunen, E., Papa, G. & Zurutuza, U. (eds.). Aalborg: River Publishers, (River Publishers Series in Automation, Control and Robotics).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Open Access
1 Citation (Scopus)
31 Downloads (Pure)

Discovering a taste for the unusual: exceptional models for preference mining

de Sá, C. R., Duivesteijn, W., Azevedo, P., Jorge, A. M., Soares, C. & Knobbe, A., 1 Nov 2018, In : Machine Learning. 107, 11, p. 1775-1807 33 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Data mining
4 Citations (Scopus)

Preference rules for label ranking: Mining patterns in multi-target relations

de Sá, C. R., Azevedo, P., Soares, C., Jorge, A. M. & Knobbe, A., 1 Mar 2018, In : Information Fusion. 40, p. 112-125 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Association rules
Sensitivity analysis
5 Citations (Scopus)

Label Ranking Forests

de Sá, C. R., Soares, C., Knobbe, A. & Cortez, P., 1 Feb 2017, In : Expert systems. 34, 1, e12166.

Research output: Contribution to journalArticleAcademicpeer-review

Decision trees
Decision tree
Random Forest


Breast Neoplasms