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Author (up) Title Year Publication Volume Pages
Araya-Diaz, P.; Ruz, G.A.; Palomino, H.M. Discovering Craniofacial Patterns Using Multivariate Cephalometric Data for Treatment Decision Making in Orthodontics 2013 International Journal Of Morphology 31 1109-1115
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
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
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
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
Goles, E.; Montalva, M.; Ruz, G.A. Deconstruction and Dynamical Robustness of Regulatory Networks: Application to the Yeast Cell Cycle Networks 2013 Bulletin Of Mathematical Biology 75 939-966
Goles, E.; Ruz, G.A. Dynamics of neural networks over undirected graphs 2015 Neural Networks 63 156-169
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
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)
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
Henriquez, P.A.; Ruz, G.A. Extreme learning machine with a deterministic assignment of hidden weights in two parallel layers 2017 Neurocomputing 226 109-116
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
Mascareno, A.; Goles, E.; Ruz, G.A. Crisis in complex social systems: A social theory view illustrated with the chilean case 2016 Complexity 21 13-23
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
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
Pham, D.T.; Ruz, G.A. Unsupervised training of Bayesian networks for data clustering 2009 Proceedings Of The Royal Society A-Mathematical Physical And Engineering Sciences 465 2927-2948
Rengifo, F.; Ruz, G.A.; Mascareno, A. Managing the 1920s' Chilean educational crisis: A historical view combined with machine learning 2018 Plos One 13 23 pp
Rodriguez-Valdecantos, G.; Manzano, M.; Sanchez, R.; Urbina, F.; Hengst, M.B.; Lardies, M.A.; Ruz, G.A.; Gonzalez, B. Early successional patterns of bacterial communities in soil microcosms reveal changes in bacterial community composition and network architecture, depending on the successional condition 2017 Applied Soil Ecology 120 44-54
Ruz, G.A. Improving the performance of inductive learning classifiers through the presentation order of the training patterns 2016 Expert Systems With Applications 58 1-9
Ruz, G.A.; Araya-Diaz, P. Predicting Facial Biotypes Using Continuous Bayesian Network Classifiers 2018 Complexity 4075656 14 pp