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Author Title Year Publication Volume Pages
Valle, M.A.; Ruz, G.A. Market Basket Analysis Using Boltzmann Machines 2019 Lecture Notes in Computer Sciences 11730
Ruz, G.A.; Henriquez, P.A. Random Vector Functional Link with Naive Bayes for Classification Problems of Mixed Data 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) 2019
Valle, M.A.; Ruz, G.A.; Rica, S. Transactional Database Analysis by Discovering Pairwise Interactions Strengths 2018 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2018
Henriquez, P.A.; Ruz, G.A. Twitter Sentiment Classification Based on Deep Random Vector Functional Link 2018 2018 International Joint Conference on Neural Networks (IJCNN)
Ruz, G.A.; Goles, E.; Sene, S. Reconstruction of Boolean Regulatory Models of Flower Development Exploiting an Evolution Strategy 2018 2018 IEEE Congress on Evolutionary Computation (CEC) 1-8
Mascareno, A.; Henriquez, P.A.; Billi, M.; Ruz, G.A. A Twitter-Lived Red Tide Crisis on Chiloe Island, Chile: What Can Be Obtained for Social-Ecological Research through Social Media Analysis? 2020 Sustainability 12 38 pp
Cho, A.D.; Carrasco, R.A.; Ruz, G.A.; Ortiz, J.L. Slow Degradation Fault Detection in a Harsh Environment 2020 IEEE Access 8 175904-175920
Ruz, G.A.; Henriquez, P.A.; Mascareno, A. Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers 2020 Future Generation Computer Systems-The International Journal Of Escience 106 92-104
Timmermann, T.; Gonzalez, B.; Ruz, G.A. Reconstruction of a gene regulatory network of the induced systemic resistance defense response in Arabidopsis using boolean networks 2020 Bmc Bioinformatics 21 16 pp
Goles, E.; Lobos, F.; Ruz, G.A.; Sene, S. Attractor landscapes in Boolean networks with firing memory: a theoretical study applied to genetic networks 2020 Natural Computing 19 295-319
Timmermann, T.; Poupin, M.J.; Vega, A.; Urrutia, C.; Ruz, G.A.; Gonzalez, B. Gene networks underlying the early regulation of Paraburkholderia phytofirmans PsJN induced systemic resistance in Arabidopsis 2019 Plos One 14 24 pp
Di Genova, A.; Ruz, G.A.; Sagot, M.F.; Maass, A. Fast-SG: an alignment-free algorithm for hybrid assembly 2018 Gigascience 7 15 pp
Valle, M.A.; Ruz, G.A.; Rica, S. Market basket analysis by solving the inverse Ising problem: Discovering pairwise interaction strengths among products 2019 Physica A-Statistical Mechanics And Its Applications 524 36-44
Henriquez, P.A.; Ruz, G.A. Noise reduction for near-infrared spectroscopy data using extreme learning machines 2019 Engineering Applications Of Artificial Intelligence 79 13-22
Mascareno, A.; Cordero, R.; Azocar, G.; Billi, M.; Henriquez, P.A.; Ruz, G.A. Controversies in social-ecological systems: lessons from a major red tide crisis on Chiloe Island, Chile 2018 Ecology And Society 23 25 pp
Osores, S.J.A.; Ruz, G.A.; Opitz, T.; Lardies, M.A. Discovering divergence in the thermal physiology of intertidal crabs along latitudinal gradients using an integrated approach with machine learning 2018 Journal Of Thermal Biology 78 140-150
Canals, C.; Goles, E.; Mascareno, A.; Rica, S.; Ruz, G.A. School Choice in a Market Environment: Individual versus Social Expectations 2018 Complexity 3793095 11 pp
Ruz, G.A.; Araya-Diaz, P. Predicting Facial Biotypes Using Continuous Bayesian Network Classifiers 2018 Complexity 4075656 14 pp
Ruz, G.A.; Zuniga, A.; Goles, E. A Boolean network model of bacterial quorum-sensing systems 2018 International Journal Of Data Mining And Bioinformatics 21 123-144
Henriquez, P.A.; Ruz, G.A. A non-iterative method for pruning hidden neurons in neural networks with random weights 2018 Applied Soft Computing 70 1109-1121