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20192019
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Fingerprint Dive into the research topics where Dorian Florescu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
Learning systems Engineering & Materials Science
Polynomials Engineering & Materials Science
Decomposition Engineering & Materials Science
Classifiers Engineering & Materials Science
Machine Learning Mathematics
Choose Mathematics
Algebra Engineering & Materials Science
Decompose Mathematics

Research Output 2019 2019

  • 2 Conference proceeding
  • 1 Chapter

Algorithmically generating new algebraic features of polynomial systems for machine learning

Florescu, D. & England, M., 4 Oct 2019, Proceedings of the 4th International Workshop on Satisfiability Checking and Symbolic Computation. CEUR Workshop Proceedings, Vol. (In-Press). 12 p.

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

Open Access
File
Learning systems
Polynomials
Decomposition
Algebra
Identification (control systems)

Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition

England, M. & Florescu, D., 8 Jul 2019, Intelligent Computer Mathematics - 12th International Conference, CICM 2019, Proceedings. Kaliszyk, C., Brady, E., Kohlhase, A. & Sacerdoti Coen, C. (eds.). Springer, Vol. 11617. p. 93-108 16 p. (Lecture Notes in Artificial Intelligence; vol. 11617).

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

Learning systems
Machine Learning
Choose
Decomposition
Decompose

Improved cross-validation for classifiers that make algorithmic choices to minimise runtime without compromising output correctness

Florescu, D. & England, M., 12 Nov 2019, (Accepted/In press) Mathematical Aspects of Computer and Information Sciences 2019: Proc. MACIS 2019. Springer International Publishing, 16 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Classifiers
Polynomials
Algebra
Learning systems
Experiments