Gonzalo A. Ruz

75 papers B 6C 12Misc 1Journal 47Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Critic-Free Deep Reinforcement Learning for Maritime Coverage Path Planning on Irregular Hexagonal Grids. CoRR Carlos S. Sepúlveda, Gonzalo A. Ruz
2026	J	`jnl`	Evolutionary computation for reconstructing threshold networks of the tryptophan operon in Escherichia coli. Biosyst. Gonzalo A. Ruz, Thomas Ledger, Matthew Macauley
2025	J	`jnl`	A Fine-Tuned BERT-Based Model for Individual Log Anomaly Detection in Operational Monitoring at Paranal Observatory. IEEE Access Andrés H. Catalán, Rodrigo A. Carrasco, Gonzalo A. Ruz, Juan Pablo Gil
2025	J	`jnl`	Building better forecasting pipelines: A generalizable guide to multi-output spatio-temporal forecasting. Expert Syst. Appl. Daniel Arias-Garzón, Reinel Tabares-Soto, Gonzalo A. Ruz
2025	J	`jnl`	Generalization power of threshold Boolean networks. Biosyst. Gonzalo A. Ruz, Anthony D. Cho
2025	J	`jnl`	ProfileXAI: User-Adaptive Explainable AI. CoRR Gilber A. Corrales, Carlos Andrés Ferro Sánchez, Reinel Tabares-Soto, Jesús Alfonso López Sotelo, Gonzalo A. Ruz, Johan Sebastian Piña Durán
2025	Misc	`conf`	Training threshold Boolean networks: applications to gene regulatory network modeling. CISS Gonzalo A. Ruz
2025	J	`jnl`	Transformers and capsule networks PeerJ Comput. Sci. Mario Alejandro Bravo-Ortiz, Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Esteban Cerón-Cabrera, Alejandro Mora-Rubio, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto
2024	J	`jnl`	A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure. BMC Medical Informatics Decis. Mak. Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Alvaro Eduardo Daza-Chica, Maria Alejandra Patiño-Claro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto, Mario Alejandro Bravo-Ortiz
2024	J	`jnl`	A systematic review of vision transformers and convolutional neural networks for Alzheimer's disease classification using 3D MRI images. Neural Comput. Appl. Mario Alejandro Bravo-Ortiz, Sergio Alejandro Holguin-Garcia, Sebastián Quiñones Arredondo, Alejandro Mora-Rubio, Ernesto Guevara-Navarro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto
2024	J	`jnl`	Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems. Artif. Intell. Rev. Ricardo Ortega-Bolaños, Joshua Bernal-Salcedo, Mariana Germán Ortiz, Julian Galeano Sarmiento, Gonzalo A. Ruz, Reinel Tabares-Soto
2024	—	`conf`	Comparative Analysis of Spatial and Spectral Methods in GNN for Power Flow in Electrical Power Systems. CIARP (2) Paulo A. Espinoza, Gonzalo A. Ruz
2024	—	`conf`	Gene Regulatory Network for the Tryptophanase Operon Under the Threshold Boolean Network Model. CIARP (2) Felipe Encina-Chacana, Gonzalo A. Ruz
2024	C	`conf`	SMOTE for gene regulatory network sampling. CIBCB Gonzalo A. Ruz, Nitesh V. Chawla
2024	—	`conf`	Social Consensus Modeling Using Threshold Boolean Networks. SCCC Salvador A. Méndez, Gonzalo A. Ruz
2024	J	`jnl`	SpectroCVT-Net: A convolutional vision transformer architecture and channel attention for classifying Alzheimer's disease using spectrograms. Comput. Biol. Medicine Mario Alejandro Bravo-Ortiz, Ernesto Guevara-Navarro, Sergio Alejandro Holguin-Garcia, Mariana Rivera-Garcia, Oscar Cardona-Morales, Gonzalo A. Ruz, Reinel Tabares-Soto
2023	J	`jnl`	Classification of Alzheimer's disease stages from magnetic resonance images using deep learning. PeerJ Comput. Sci. Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortiz, Sebastián Quiñones Arredondo, José Manuel Saborit-Torres, Gonzalo A. Ruz, Reinel Tabares-Soto
2023	J	`jnl`	Gene regulatory networks with binary weights. Biosyst. Gonzalo A. Ruz, Eric Goles
2023	J	`jnl`	Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems. Neurocomputing Paul Escapil-Inchauspé, Gonzalo A. Ruz
2023	C	`conf`	Inference of threshold network models of the tryptophan operon in Escherichia coli. CIBCB Gonzalo A. Ruz
2023	J	`jnl`	h-analysis and data-parallel physics-informed neural networks. CoRR Paul Escapil-Inchauspé, Gonzalo A. Ruz
2022	J	`jnl`	A RUL Estimation System from Clustered Run-to-Failure Degradation Signals. Sensors Anthony D. Cho, Rodrigo A. Carrasco, Gonzalo A. Ruz
2022	J	`jnl`	A novel linear representation for evolving matrices. Soft Comput. Connor Gregor, Daniel A. Ashlock, Gonzalo A. Ruz, Duncan MacKinnon, David Kribs
2022	—	`conf`	Analyzing Boolean Networks Through Unsupervised Learning. Automata and Complexity Gonzalo A. Ruz
2022	J	`jnl`	Attractor landscapes in Boolean networks with firing memory. CoRR Eric Goles Ch., Fabiola Lobos, Gonzalo A. Ruz, Sylvain Sené
2022	B	`conf`	Characterizing consensus in threshold Boolean networks. IJCNN Gonzalo A. Ruz, Eric Goles
2022	J	`jnl`	Computational intelligence and machine learning in bioinformatics and computational biology. Biosyst. Madhu Chetty, Jennifer Hallinan, Gonzalo A. Ruz, Anil Wipat
2022	J	`jnl`	Editorial: 2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2020). Biosyst. Gonzalo A. Ruz, Daniel A. Ashlock, Richard Allmendinger, Gary B. Fogel
2022	J	`jnl`	Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes. BMC Medical Informatics Decis. Mak. Gonzalo A. Ruz, Pamela Araya-Díaz, Pablo A. Henríquez
2022	J	`jnl`	Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems. CoRR Paul Escapil-Inchauspé, Gonzalo A. Ruz
2022	J	`jnl`	Improving Prescriptive Maintenance by Incorporating Post-Prognostic Information Through Chance Constraints. IEEE Access Anthony D. Cho, Rodrigo A. Carrasco, Gonzalo A. Ruz
2022	C	`conf`	Learning binary threshold networks for gene regulatory network modeling. CIBCB Gonzalo A. Ruz, Eric Goles
2022	J	`jnl`	Physics-informed neural networks for operator equations with stochastic data. CoRR Paul Escapil-Inchauspé, Gonzalo A. Ruz
2021	J	`jnl`	Finding Hierarchical Structures of Disordered Systems: An Application for Market Basket Analysis. IEEE Access Mauricio A. Valle, Gonzalo A. Ruz
2020	J	`jnl`	Attractor landscapes in Boolean networks with firing memory: a theoretical study applied to genetic networks. Nat. Comput. Eric Goles, Fabiola Lobos, Gonzalo A. Ruz, Sylvain Sené
2020	C	`conf`	Estimating SIR model parameters from data using differential evolution: an application with COVID-19 data. CIBCB Sergio Rica, Gonzalo A. Ruz
2020	J	`jnl`	Reconstruction of a gene regulatory network of the induced systemic resistance defense response in Arabidopsis using boolean networks. BMC Bioinform. Tania Timmermann, Bernardo González, Gonzalo A. Ruz
2020	J	`jnl`	Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers. Future Gener. Comput. Syst. Gonzalo A. Ruz, Pablo A. Henríquez, Aldo Mascareño
2020	J	`jnl`	Slow Degradation Fault Detection in a Harsh Environment. IEEE Access Anthony D. Cho, Rodrigo A. Carrasco, Gonzalo A. Ruz, José Luis Ortiz
2019	—	`conf`	Market Basket Analysis Using Boltzmann Machines. ICANN (4) Mauricio A. Valle, Gonzalo A. Ruz
2019	J	`jnl`	Noise reduction for near-infrared spectroscopy data using extreme learning machines. Eng. Appl. Artif. Intell. Pablo A. Henríquez, Gonzalo A. Ruz
2019	B	`conf`	Random Vector Functional Link with Naive Bayes for Classification Problems of Mixed Data. ICTAI Gonzalo A. Ruz, Pablo A. Henríquez
2018	J	`jnl`	A Boolean network model of bacterial quorum-sensing systems. Int. J. Data Min. Bioinform. Gonzalo A. Ruz, Ana Zúñiga, Eric Goles
2018	J	`jnl`	A non-iterative method for pruning hidden neurons in neural networks with random weights. Appl. Soft Comput. Pablo A. Henríquez, Gonzalo A. Ruz
2018	J	`jnl`	Market basket analysis: Complementing association rules with minimum spanning trees. Expert Syst. Appl. Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
2018	J	`jnl`	Predicting Facial Biotypes Using Continuous Bayesian Network Classifiers. Complex. Gonzalo A. Ruz, Pamela Araya-Díaz
2018	B	`conf`	Reconstruction of Boolean Regulatory Models of Flower Development Exploiting an Evolution Strategy. CEC Gonzalo A. Ruz, Eric Goles, Sylvain Sené
2018	J	`jnl`	School Choice in a Market Environment: Individual versus Social Expectations. Complex. Catalina Canals, Eric Goles, Aldo Mascareño, Sergio Rica, Gonzalo A. Ruz
2018	B	`conf`	Transactional Database Analysis by Discovering Pairwise Interactions Strengths. ASONAM Mauricio A. Valle, Gonzalo A. Ruz, Sergio Rica
2018	B	`conf`	Twitter Sentiment Classification Based on Deep Random Vector Functional Link. IJCNN Pablo A. Henríquez, Gonzalo A. Ruz
2017	C	`conf`	A novel representation for boolean networks designed to enhance heritability and scalability. CIBCB Daniel A. Ashlock, Gonzalo A. Ruz
2017	C	`conf`	An Empirical Study of the Hidden Matrix Rank for Neural Networks with Random Weights. ICMLA Pablo A. Henríquez, Gonzalo A. Ruz
2017	J	`jnl`	Extreme learning machine with a deterministic assignment of hidden weights in two parallel layers. Neurocomputing Pablo A. Henríquez, Gonzalo A. Ruz
2017	C	`conf`	Inferring bistable lac operen Boolean regulatory networks using evolutionary computation. CIBCB Gonzalo A. Ruz, Daniel A. Ashlock, Thomas Ledger, Eric Goles
2017	—	`conf`	Market Basket Analysis Using Minimum Spanning Trees. ENIC Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
2017	J	`jnl`	Using self-organizing maps to model turnover of sales agents in a call center. Appl. Soft Comput. Mauricio A. Valle, Gonzalo A. Ruz, Victor Hugo Masias
2016	J	`jnl`	Crisis in complex social systems: A social theory view illustrated with the chilean case. Complex. Aldo Mascareño, Eric Goles, Gonzalo A. Ruz
2016	J	`jnl`	Improving the performance of inductive learning classifiers through the presentation order of the training patterns. Expert Syst. Appl. Gonzalo A. Ruz
2016	B	`conf`	Neutral space analysis of gene regulatory network models of salt stress response in Arabidopsis using evolutionary computation. CEC Gonzalo A. Ruz, Tania Timmermann, Eric Goles Ch.
2015	J	`jnl`	Dynamics of neural networks over undirected graphs. Neural Networks Eric Goles Ch., Gonzalo A. Ruz
2015	C	`conf`	Reconstruction of a GRN model of salt stress response in arabidopsis using genetic algorithms. CIBCB Gonzalo A. Ruz, Tania Timmermann, Eric Goles
2015	J	`jnl`	Turnover Prediction in a Call Center: Behavioral Evidence of Loss Aversion using Random Forest and Naïve Bayes Algorithms. Appl. Artif. Intell. Mauricio A. Valle, Gonzalo A. Ruz
2014	C	`conf`	Attraction Basins in a Lac Operon Model Under Different Update Schedules. ALIFE Marco Montalva, Gonzalo A. Ruz, Eric Goles
2014	J	`jnl`	Dynamical and topological robustness of the mammalian cell cycle network: A reverse engineering approach. Biosyst. Gonzalo A. Ruz, Eric Goles Ch., Marco Montalva, Gary B. Fogel
2014	C	`conf`	Neutral graph of regulatory Boolean networks using evolutionary computation. CIBCB Gonzalo A. Ruz, Eric Goles Ch.
2013	J	`jnl`	Learning gene regulatory networks using the bees algorithm. Neural Comput. Appl. Gonzalo A. Ruz, Eric Goles Ch.
2013	—	`conf`	On the preservation of limit cycles in Boolean networks under different updating schemes. ECAL Gonzalo A. Ruz, Marco Montalva, Eric Goles Chacc
2013	J	`jnl`	Policy making for broadband adoption and usage in Chile through machine learning. Expert Syst. Appl. Gonzalo A. Ruz, Samuel Varas, Marcelo J. Villena
2012	—	`conf`	Building Synthetic Networks of the Budding Yeast Cell-Cycle Using Swarm Intelligence. ICMLA (1) Gonzalo A. Ruz, Tania Timmermann, Eric Goles Ch.
2012	J	`jnl`	Job performance prediction in a call center using a naive Bayes classifier. Expert Syst. Appl. Mauricio A. Valle, Samuel Varas, Gonzalo A. Ruz
2012	J	`jnl`	NBSOM: The naive Bayes self-organizing map. Neural Comput. Appl. Gonzalo A. Ruz, Duc Truong Pham
2012	C	`conf`	Reconstruction and update robustness of the mammalian cell cycle network. CIBCB Gonzalo A. Ruz, Eric Goles Ch.
2010	C	`conf`	Learning Gene Regulatory Networks with Predefined Attractors for Sequential Updating Schemes Using Simulated Annealing. ICMLA Gonzalo A. Ruz, Eric Goles Ch.
2009	J	`jnl`	Automated visual inspection system for wood defect classification using computational intelligence techniques. Int. J. Syst. Sci. Gonzalo A. Ruz, Pablo A. Estévez, Pablo A. Ramírez
2006	—	`conf`	A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile. DMIN Pedro A. Ortega, Cristián J. Figueroa, Gonzalo A. Ruz