Photo of Juan Ricardo Nanculef Alegria

Juan Ricardo Nanculef Alegria

  • 72 Citations
  • 4 h-Index
20042019

Research output per year

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Research Output

  • 72 Citations
  • 4 h-Index
  • 7 Paper
  • 3 Conference contribution
  • 3 Article
  • 1 Editorial
2019

A Binary Variational Autoencoder for Hashing

Mena, F. & Ñanculef, R., 1 Jan 2019, A Binary Variational Autoencoder for Hashing. p. 131-141 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11896 LNCS).

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

BlackSheep: Dynamic effort estimation in agile software development using machine learning

Mas’ad, R., Ñanculef, R. & Astudillo, H., 1 Jan 2019, p. 16-29. 14 p.

Research output: Contribution to conferencePaper

Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations

Mena, F. & Ñanculef, R., 1 Jan 2019, Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations. p. 493-503 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11896 LNCS).

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

2017

Efficient sparse approximation of support vector machines solving a kernel Lasso

Aliquintuy, M., Frandi, E., Ñanculef, R. & Suykens, J. A. K., 1 Jan 2017, Efficient sparse approximation of support vector machines solving a kernel Lasso. p. 208-216 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10125 LNCS).

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

Proceedings - International Conference of the Chilean Computer Science Society, SCCC

Codocedo, V., Nanculef, R. & Cubillos, C., 27 Jan 2017.

Research output: Contribution to conferenceEditorial

2016

Fast and scalable Lasso via stochastic Frank–Wolfe methods with a convergence guarantee

Frandi, E., Ñanculef, R., Lodi, S., Sartori, C. & Suykens, J. A. K., 1 Sep 2016, In : Machine Learning. p. 195-221 27 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2015

Proceedings of the International Joint Conference on Neural Networks

Frandi, E., Ñanculef, R. & Suykens, J. A. K., 28 Sep 2015.

Research output: Contribution to conferencePaper

2 Citations (Scopus)
2014

A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training

Ñanculef, R., Frandi, E., Sartori, C. & Allende, H., 1 Jan 2014, In : Information Sciences. p. 66-99 34 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Efficient classification of multi-labeled text streams by clashing

Ñanculef, R., Flaounas, I. & Cristianini, N., 1 Sep 2014, In : Expert Systems with Applications. p. 5431-5450 20 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2013

International Journal of Pattern Recognition and Artificial Intelligence

Frandi, E., Ñanculef, R., Gasparo, M. G., Lodi, S. & Sartori, C., 1 May 2013.

Research output: Contribution to conferencePaper

5 Citations (Scopus)
2010

Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010

Lodi, S., Ñanculef, R. & Sartori, C., 1 Dec 2010, p. 257-268. 12 p.

Research output: Contribution to conferencePaper

4 Citations (Scopus)

SEBD 2010 - Proceedings of the 18th Italian Symposium on Advanced Database Systems

Lodi, S., Ñanculef, R. & Sartori, C., 1 Jan 2010, p. 150-157. 8 p.

Research output: Contribution to conferencePaper

2008

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

Ñanculef, R., Concha, C., Allende, H., Candel, D. & Moraga, C., 10 Nov 2008, p. 423-428. 6 p.

Research output: Contribution to conferencePaper

2004

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Allende, H., Ñanculef, R. & Salas, R., 9 Dec 2004, p. 813-822. 10 p.

Research output: Contribution to conferencePaper

4 Citations (Scopus)