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+34 946 567 842
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+34 946 567 842
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jlozano@bcamath.org
Information of interest
- Orcid: 0000-0002-4683-8111
My research interests are in the field of Statistical Machine Learning and Combinatorial Optimization. Particularly in Machine Learning we pursue the design and evaluation of new classification paradigms and algorithms able to produce predictive models which can be applied in different fields such as medicine, bioinformatics, ecology, etc. On the other hand, in the Combinatorial Optimization field we develop new heuristics and metaheuristic algorithms able to find a balance between quality of the solution and computational time, study their properties from a theoretical point of view and apply in the solution of real problems.
A307429 sequence
OEIS sequence with the number of permutations of {1..n} at Kendall tau distance k of permutation sigma1 and k+1 Kendall tau distance of permutation sigma2, where sigma1 and sigma2 are at Kendall tau distance 1. Published in https://doi.org/10.1007/s12293-022-00371-y
Authors: Imanol Unanue, Maria Merino, Jose A. Lozano
License: free and open source software
On-line Elastic Similarity Measures
Adaptation of the most frequantly used elastic similarity measures: Dynamic Time Warping (DTW), Edit Distance (Edit), Edit Distance for Real Sequences (EDR) and Edit Distance with Real Penalty (ERP) to on-line setting.
Authors: Izaskun Oregi, Aritz Perez, Javier Del Ser, Jose A. Lozano
License: free and open source software
OPLib
OPLib: Test instances for the Orienteering Problem
Authors: Gorka Kobeaga, Maria Merino, Jose A. Lozano
License: free and open source software
RB&C and EA4OP
In this repository, you will find the implementation of two algorithms to solve the Orienteering Problem (OP): RB&C (exact) https://doi.org/10.1016/j.ejor.2023.07.034 and EA4OP (heuristic) https://doi.org/10.1016/j.cor.2017.09.003.
Authors: Gorka Kobeaga, Maria Merino, Jose A. Lozano
License: free and open source software