Gonzalo Ruz

2025

Comparative Analysis of Spatial and Spectral Methods in GNN for Power Flow in Electrical Power Systems

Espinoza, P. A. & Ruz, G. A., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 16-29 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15369 LNCS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Gene Regulatory Network for the Tryptophanase Operon Under the Threshold Boolean Network Model

Encina-Chacana, F. & Ruz, G. A., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-174 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15369 LNCS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2024

SMOTE for gene regulatory network sampling

Ruz, G. A. & Chawla, N. V., 2024, 21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024. Institute of Electrical and Electronics Engineers Inc., (21st IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2024).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2023

Inference of threshold network models of the tryptophan operon in Escherichia coli

Ruz, G. A., 2023, CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology. Institute of Electrical and Electronics Engineers Inc., (CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

2022

Characterizing consensus in threshold Boolean networks

Ruz, G. A. & Goles, E., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Learning binary threshold networks for gene regulatory network modeling

Ruz, G. A. & Goles, E., 2022, 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

4 Citas (Scopus)

2020

Estimating SIR model parameters from data using differential evolution: An application with COVID-19 data

Rica, S. & Ruz, G. A., 27 oct. 2020, 2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2020. Institute of Electrical and Electronics Engineers Inc., 9277708. (2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2020).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

6 Citas (Scopus)

2019

Market Basket Analysis Using Boltzmann Machines

Valle, M. A. & Ruz, G. A., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 611-623 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11730 LNCS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Random vector functional link with naive bayes for classification problems of mixed data

Ruz, G. A. & Henriquez, P. A., nov. 2019, Proceedings - IEEE 31st International Conference on Tools with Artificial Intelligence, ICTAI 2019. IEEE Computer Society, p. 1749-1752 4 p. 8995449. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2019-November).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2 Citas (Scopus)

2018

Reconstruction of Boolean Regulatory Models of Flower Development Exploiting an Evolution Strategy

Ruz, G. A., Goles, E. & Sené, S., 28 sep. 2018, 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8477964. (2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

6 Citas (Scopus)

Transactional database analysis by discovering pairwise interactions strengths

Valle, M. A., Ruz, G. A. & Rica, S., 24 oct. 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 849-854 6 p. 8508578. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Twitter Sentiment Classification Based on Deep Random Vector Functional Link

Henriquez, P. A. & Ruz, G. A., 10 oct. 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489703. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

20 Citas (Scopus)

2017

An empirical study of the hidden matrix rank for neural networks with random weights

Henriquez, P. A. & Ruz, G. A., 2017, Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Chen, X., Luo, B., Luo, F., Palade, V. & Wani, M. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 883-888 6 p. (Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017; vol. 2017-December).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

5 Citas (Scopus)

A novel representation for boolean networks designed to enhance heritability and scalability

Ashlock, D. & Ruz, G. A., 4 oct. 2017, 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017. Institute of Electrical and Electronics Engineers Inc., 8058530. (2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

3 Citas (Scopus)

Inferring bistable lac operen Boolean regulatory networks using evolutionary computation

Ruz, G. A., Ashlock, D., Ledger, T. & Goles, E., 4 oct. 2017, 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017. Institute of Electrical and Electronics Engineers Inc., 8058531. (2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

5 Citas (Scopus)

2016

Neutral space analysis of gene regulatory network models of salt stress response in Arabidopsis using evolutionary computation

Ruz, G. A., Timmermann, T. & Goles, E., 14 nov. 2016, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4281-4288 8 p. 7744334. (2016 IEEE Congress on Evolutionary Computation, CEC 2016).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

8 Citas (Scopus)

2015

Reconstruction of a GRN model of salt stress response in arabidopsis using genetic algorithms

Ruz, G. A., Timmermann, T. & Goles, E., 16 oct. 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015. Institute of Electrical and Electronics Engineers Inc., 7300306. (2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

15 Citas (Scopus)

2014

Attraction basins in a lac operon model under different update schedules

Montalva, M., Ruz, G. A. & Goles, E., 2014, Artificial Life 14 - Proceedings of the 14th International Conference on the Synthesis and Simulation of Living Systems, ALIFE 2014. Sayama, H., Rieffel, J., Risi, S., Doursat, R. & Lipson, H. (eds.). MIT Press Journals, p. 689-690 2 p. (Artificial Life 14 - Proceedings of the 14th International Conference on the Synthesis and Simulation of Living Systems, ALIFE 2014).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Neutral graph of regulatory Boolean networks using evolutionary computation

Ruz, G. A. & Goles, E., 2014, 2014 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2014. IEEE Computer Society, 6845529. (2014 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2014).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

8 Citas (Scopus)

2013

On the preservation of limit cycles in Boolean networks under different updating schemes

Ruz, G. A., Montalva, M. & Goles, E., 2013, Proceedings of the 12th European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, ECAL 2013. MIT Press Journals, p. 1085-1090 6 p. (Proceedings of the 12th European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, ECAL 2013).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

6 Citas (Scopus)

2012

Building synthetic networks of the budding yeast cell-cycle using swarm intelligence

Ruz, G. A., Timmermann, T. & Goles, E., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 120-125 6 p. 6406599. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

14 Citas (Scopus)

Reconstruction and update robustness of the mammalian cell cycle network

Ruz, G. A. & Goles, E., 2012, 2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012. p. 397-403 7 p. 6217257. (2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

17 Citas (Scopus)

2010

Cycle attractors for different deterministic updating schemes in Boolean regulation networks

Ruz, G. A. & Goles, E., 2010, Proceedings of the IASTED International Conference on Computational Bioscience, CompBio 2010. p. 620-625 6 p. (Proceedings of the IASTED International Conference on Computational Bioscience, CompBio 2010).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2 Citas (Scopus)

Learning gene regulatory networks with predefined attractors for sequential updating schemes using simulated annealing

Ruz, G. A. & Goles, E., 2010, Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010. p. 889-894 6 p. 5708962. (Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

20 Citas (Scopus)

Gonzalo Ruz, PhD

Producción científica

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