A Bayesian Hierarchical Model for Generating Synthetic Unbalanced Power Distribution Grids. - Caetano, Henrique de Oliveira; Gupta, Rahul K.; Aiello, Marco; Maciel, Carlos Dias (CoRR, 2025)

Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. - Ribeiro, Rafael Rodrigues Mendes; Júnior, Jordão Natal de Oliveira; Campos, Cassio Polpo de; Maciel, Carlos Dias (Appl. Intell., 2024)

The time lag in local field potential signals for the development of its Bayesian belief network. - Tsukahara, Victor Hugo Batista; Júnior, Jordão Natal de Oliveira; Prizon, Tamiris; Ruggiero, Rafael N.; Maciel, Carlos Dias (EURASIP J. Adv. Signal Process., 2024)

Bayesian networks supporting management practices: A multifaceted perspective based on the literature. - Juliani, Fernando; Maciel, Carlos Dias (Int. J. Inf. Manag. Data Insights, 2024)

Resilience assessment of critical infrastructures using dynamic Bayesian networks and evidence propagation. - Caetano, Henrique de Oliveira; Neto, Luiz Desuó; Fogliatto, Matheus de Souza Sant'Anna; Maciel, Carlos Dias (Reliab. Eng. Syst. Saf., 2024)

A Multilayer System and Optimization Framework for Team Dispatch Towards Service Recovery. - Neto, Luiz Desuó; Fogliatto, Matheus de Souza Sant'Anna; Caetano, Henrique de Oliveira; Júnior, Benvindo R. Pereira; London, João Bosco A., Jr.; Maciel, Carlos Dias (IEEE Trans. Reliab., 2024)

Quantifying uncertainty in Bayesian Networks structural learning. - Barth, Vitor; Caetano, Henrique de Oliveira; Maciel, Carlos Dias; Aiello, Marco (2024)

Intelligent Resource Allocation in Power Grids: Leveraging Variable Neighborhood Search for Optimal Switch Allocation. - Caetano, Henrique de Oliveira; Fogliatto, Matheus de Souza Sant'Anna; Neto, Luiz Desuó; Júnior, Benvindo R. Pereira; Maciel, Carlos Dias; Aiello, Marco (2024)

Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size. - Ribeiro, Rafael Rodrigues Mendes; Maciel, Carlos Dias (Mach. Learn. Knowl. Extr., 2023)

Hybrid Improved Physarum Learner for Structure Causal Discovery. - Soares, João Paulo; Barth, Vitor; Eckeli, Alan; Maciel, Carlos Dias (2023)

Bayesian Inference Approach for Information Fusion in Distribution System State Estimation. - Massignan, Julio A. D.; London, João B. A., Jr.; Bessani, Michel; Maciel, Carlos Dias; Fanucchi, Rodrigo Zempulski; Miranda, Vladimiro (IEEE Trans. Smart Grid, 2022)

AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. - Ribeiro, Rafael Rodrigues Mendes; Maciel, Carlos Dias (2022)

Bayesian Network for Hydrological Model: an inference approach. - Ribeiro, Vitor P.; Cunha, Ângela S. M.; Duarte, Sérgio N.; Padovani, Carlos R.; Marques, Patricia A. A.; Maciel, Carlos Dias; Balestieri, José Antonio P. (2022)

A Multilevel Crews Patrolling Framework for Distribution System Recovering. - Fogliatto, Matheus de Souza Sant'Anna; Neto, Luiz Desuó; Caetano, Henrique de Oliveira; Fanucchi, Rodrigo Zempulski; Maciel, Carlos Dias (2022)

Entropy: From Thermodynamics to Information Processing. - Júnior, Jordão Natal de Oliveira; Ávila, Ivonete; Tsukahara, Victor Hugo Batista; Pinheiro, Marcelo; Maciel, Carlos Dias (Entropy, 2021)

CO2 Emissions Forecasting in Multi-Source Power Generation Systems Using Dynamic Bayesian Network. - Santos, Talysson Manoel de Oliveira; Júnior, Jordão Natal de Oliveira; Bessani, Michel; Maciel, Carlos Dias (2021)

Delayed Mutual Information to Develop Functional Analysis on Epileptic Signals. - Tsukahara, Victor Hugo Batista; Jeronymo, Pedro Virgilio Basilio; Oliveira, Jasiara Carla de; Cota, Vinicius Rosa; Maciel, Carlos Dias (2020)

PDC-MI Method for EEG Functional Conectivity Analysis. - Tsukahara, Victor Hugo Batista; Jeronymo, Pedro Virgilio Basilio; Oliveira, Jasiara Carla de; Cota, Vinicius R.; Maciel, Carlos Dias (2020)

Parallelism Strategies for Big Data Delayed Transfer Entropy Evaluation. - Dourado, Jonas Rossi; Júnior, Jordão Natal de Oliveira; Maciel, Carlos Dias (Algorithms, 2019)

An analytical threshold for combining Bayesian Networks. - Gross, Tadeu Junior; Bessani, Michel; Junior, Willian Darwin; Araújo, Renata Bezerra; Vale, Francisco Assis Carvalho; Maciel, Carlos Dias (Knowl. Based Syst., 2019)

Probabilistic Assessment of Power Distribution Systems Resilience Under Extreme Weather. - Bessani, Michel; Massignan, Julio A. D.; Fanucchi, Rodrigo Zempulski; Camillo, Marcos H. M.; London, João B. A., Jr.; Delbem, Alexandre C. B.; Maciel, Carlos Dias (IEEE Syst. J., 2019)

Dependence between cognitive impairment and metabolic syndrome applied to a Brazilian elderly dataset. - Gross, Tadeu Junior; Araújo, Renata Bezerra; Vale, Francisco Assis Carvalho; Bessani, Michel; Maciel, Carlos Dias (Artif. Intell. Medicine, 2018)

Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems. - Bessani, Michel; Ribeiro, Rafael Rodrigues Mendes; Pagani, Giuliano Andrea; Aiello, Marco; Maciel, Carlos Dias (2018)

Biomedical Engineering Systems and Technologies - 10th International Joint Conference, BIOSTEC 2017, Porto, Portugal, February 21-23, 2017, Revised Selected Papers (Springer, 2018)

Pre-processing and transfer entropy measures in motor neurons controlling limb movements. - Santos, Fernando P.; Maciel, Carlos Dias; Newland, Philip L. (J. Comput. Neurosci., 2017)

Dynamic Bayesian Network Modeling of Hippocampal Subfields Connectivity with 7T fMRI: A Case Study. - Santos, Fernando P.; Smagula, Stephen F.; Karim, Helmet T.; Santini, Tales S.; Aizenstein, Howard; Ibrahim, Tamer S.; Maciel, Carlos Dias (2017)

Determination of Directional Influences of Kinematic Data in the Stance Period During Running. - Nakashima, Giovana Yuko; Nakagawa, Theresa Helissa; Santos, Ana Flávia dos; Serrão, Fábio Viadanna; Maciel, Carlos Dias (2017)

Evaluation of a Dental Caries Clinical Decision Support System. - Bessani, Michel; Lima, Daniel Rodrigues de; Lins, Emery Cleiton Cabral Correia; Maciel, Carlos Dias (2017)

Parallelism Strategies for Neurophysiological Delayed Transfer Entropy Data Processing - Towards Causal Inference in Big Data. - Dourado, Jonas Rossi; Monteiro, José Roberto B. de A.; Lima, Daniel Rodrigues de; Bessani, Michel; Maciel, Carlos Dias (2017)

Automatic Tuning of a Local Search Algorithm for Estimating Biological Signals JPDs. - Lima, Daniel Rodrigues de; Frascati, Giuliano; Maciel, Carlos Dias; Neto, Roberto Fernandes Tavares (2017)

A hierarchical framework for complex networks robustness analysis to errors. - Bessani, Michel; Massignan, Julio A. D.; London, João B. A., Jr.; Maciel, Carlos Dias; Fanucchi, Rodrigo Zempulski; Camillo, Marcos H. M. (2017)

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 4: BIOSIGNALS, Porto, Portugal, February 21-23, 2017. (SciTePress, 2017)

Modeling of an Insect Proprioceptor System based on Different Neuron Response Times. - Lima, Daniel Rodrigues de; Bessani, Michel; Newland, Philip L.; Maciel, Carlos Dias (2016)

Impact of Operators' Performance on the Reliability of Cyber-Physical Power Distribution Systems. - Bessani, Michel; Fanucchi, Rodrigo Zempulski; Delbem, Alexandre C. C.; Maciel, Carlos Dias (CoRR, 2016)

A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets. - Espezua, Soledad; Villanueva, Edwin; Maciel, Carlos Dias; Carvalho, André C. P. L. F. de (Neurocomputing, 2015)

Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network. - Endo, Wagner; Santos, Fernando P.; Simpson, David M.; Maciel, Carlos Dias; Newland, Philip L. (J. Comput. Neurosci., 2015)

Efficient methods for learning Bayesian network super-structures. - Villanueva, Edwin; Maciel, Carlos Dias (Neurocomputing, 2014)

Towards an efficient genetic algorithm optimizer for sequential projection pursuit. - Espezua, Soledad; Villanueva, Edwin; Maciel, Carlos Dias (Neurocomputing, 2014)

Bayesian versus Neural Network Analysis of Algae Data Population - A New Method to Predict and Analyse Cause and Effect. - Lee, Jen J.; Achcar, Jorge Alberto; Barros, Emílio Augusto Coelho; Maciel, Carlos Dias (2013)

Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling. - Pinheiro, Alan P.; Stewart, David E.; Maciel, Carlos Dias; Pereira, José C.; Oliveira, Suely (Digit. Signal Process., 2012)

Inference about Multiple Pathways in Motor Control Limb in Locust. - Maciel, Carlos Dias; Simpson, David M.; Newland, Philip L. (2012)

Neural Adaptation in Local Reflex Control of Limb Movements. - Dewhirst, Oliver P.; Angarita-Jaimes, Natalia; Simpson, David M.; Allen, Robert; Maciel, Carlos Dias; Newland, Philip L. (2012)

On the Crossover Operator for GA-based Optimizers in Sequential Projection Pursuit. - Espezua, Soledad; Villanueva, Edwin; Maciel, Carlos Dias (2012)

Optimized Algorithm for Learning Bayesian Network Super-structures. - Villanueva, Edwin; Maciel, Carlos Dias (2012)

Music Genre Classification Based on Entropy and Fractal Lacunarity. - Goulart, Antonio Jose Homsi; Maciel, Carlos Dias; Guido, Rodrigo Capobianco; Paulo, Katia Cristina Silva; Silva, Ivan Nunes da (2011)

Voice pathology detection with predictable component analysis and wavelet decomposition model. - Scalassara, Paulo Rogério; Santos, Luciane Agnoletti dos; Maciel, Carlos Dias (2011)

Modeling associations between genetic markers using Bayesian networks. - Villanueva, Edwin; Maciel, Carlos Dias (Bioinform., 2010)

Identifying healthy and pathologically affected voice signals [Lecture notes]. - Maciel, Carlos Dias; Pereira, Jose Carlos; Stewart, David E. (IEEE Signal Process. Mag., 2010)

Relative entropy measures applied to healthy and pathological voice characterization. - Scalassara, Paulo Rogério; Dajer, Maria Eugenia; Maciel, Carlos Dias; Guido, Rodrigo Capobianco; Pereira, Jose Carlos (Appl. Math. Comput., 2009)

Fuzzy cluster stability analysis with missing values using resampling. - Milagre, Selma T.; Maciel, Carlos Dias; Pereira, Jose Carlos; Pereira, Adriano Alves (Int. J. Bioinform. Res. Appl., 2009)

Denoising swallowing sound to improve the evaluator's qualitative analysis. - Spadotto, André Augusto; Papa, João Paulo; Gatto, Ana Rita; Cola, Paula Cristina; Pereira, Jose Carlos; Guido, Rodrigo Capobianco; Schelp, Arthur Oscar; Maciel, Carlos Dias; Montagnoli, Arlindo Neto (Comput. Electr. Eng., 2008)

Voice Signals Characterization through Entropy Measures. - Scalassara, Paulo Rogério; Dajer, Maria Eugenia; Maciel, Carlos Dias; Pereira, Jose Carlos (2008)

Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis. - Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Pereira, Jose Carlos; Scalassara, Paulo Rogério; Fonseca, Everthon Silva (2008)

A Fractal-Based Approach for Speech Segmentation. - Fantinato, Paulo César; Guido, Rodrigo Capobianco; Chen, Shi-Huang; Santos, Bruno Leonardo Silveira; Vieira, Lucimar Sasso; Junior, Sylvio Barbon; Rodrigues, Luciene Cavalcanti; Sanchez, Fabrício Lopes; Escola, João Paulo Lemos; Souza, Leonardo Mendes de; Maciel, Carlos Dias; Scalassara, Paulo Rogério; et al. (2008)

Analysis of Voice Pathology Evolution Using Entropy Rate. - Scalassara, Paulo Rogério; Dajer, Maria Eugenia; Marrara, Jamille Lays; Maciel, Carlos Dias; Pereira, Jose Carlos (2008)

Exploratory Visualization of RFLP-PCR Genomic Data Using Multidimensional Scaling. - Llerena, Soledad Espezúa; Maciel, Carlos Dias (2008)

Wavelet time-frequency analysis and least squares support vector machines for the identification of voice disorders. - Fonseca, Everthon Silva; Guido, Rodrigo Capobianco; Scalassara, Paulo Rogério; Maciel, Carlos Dias; Pereira, Jose Carlos (Comput. Biol. Medicine, 2007)

A neural-wavelet architecture for voice conversion. - Guido, Rodrigo Capobianco; Vieira, Lucimar Sasso; Junior, Sylvio Barbon; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Fonseca, Everthon Silva; Pereira, Jose Carlos (Neurocomputing, 2007)

Spoken Document Summarization Based on Dynamic Time Warping and Wavelets. - Guido, Rodrigo Capobianco; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes; Maciel, Carlos Dias; Scalassara, Paulo Rogério; Pereira, Jose Carlos; Puia, Vitor Muller (Int. J. Semantic Comput., 2007)

Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. - Scalassara, Paulo Rogério; Maciel, Carlos Dias; Guido, Rodrigo Capobianco; Pereira, Jose Carlos; Fonseca, Everthon Silva; Montagnoli, Arlindo Neto; Junior, Sylvio Barbon; Vieira, Lucimar Sasso; Sanchez, Fabrício Lopes (Pattern Recognit. Lett., 2007)

Gaussian Hierarchical Bayesian Clustering Algorithm. - Christ, Rafael Eduardo Ruviaro; Talavera, Edwin Villanueva; Maciel, Carlos Dias (2007)

Application of Autoregressive Decomposition and Pole Tracking to Pathological Voice Signals. - Scalassara, Paulo Rogério; Dajer, Maria Eugenia; Maciel, Carlos Dias (2005)

Nonlinear Dynamical Analysis of Normal Voices. - Dajer, Maria Eugenia; Pereira, Jose Carlos; Maciel, Carlos Dias (2005)