Publications (15) PABLO GONZALEZ GONZALEZ publications View referenced research data.

2023

  1. An Equivalence Analysis of Binary Quantification Methods

    Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023

  2. An Equivalence Analysis of Binary Quantification Methods

    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 6

  3. Impact of multi-output and stacking methods on feed efficiency prediction from genotype using machine learning algorithms

    Journal of Animal Breeding and Genetics, Vol. 140, Núm. 6, pp. 638-652

2021

  1. Learning to Quantify: Methods and Applications (LQ 2021)

    International Conference on Information and Knowledge Management, Proceedings

2019

  1. Automatic plankton quantification using deep features

    Journal of Plankton Research, Vol. 41, Núm. 4, pp. 449-463

2017

  1. A review onquantification learning

    ACM Computing Surveys, Vol. 50, Núm. 5

  2. Validation methods for plankton image classification systems

    Limnology and Oceanography: Methods, Vol. 15, Núm. 3, pp. 221-237

  3. Why is quantification an interesting learning problem?

    Progress in Artificial Intelligence, Vol. 6, Núm. 1, pp. 53-58

2013

  1. Multiclass support vector machines with example-dependent costs applied to plankton biomass estimation

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 24, Núm. 11, pp. 1901-1905

  2. On the study of nearest neighbor algorithms for prevalence estimation in binary problems

    Pattern Recognition, Vol. 46, Núm. 2, pp. 472-482