Carlos Dias Maciel

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Structural Learning

Bayesian Inference

Power Distribution Systems

Bayesian Networks

Top Venues

J. Comput. Neurosci.

Publications

Luiz Desuó Neto, Matheus de Souza Sant'Anna Fogliatto, Henrique de Oliveira Caetano, Benvindo R. Pereira Júnior, João Bosco A. London Jr., Carlos Dias Maciel
A Multilayer System and Optimization Framework for Team Dispatch Towards Service Recovery. IEEE Trans. Reliab. 73 (1) (2024)
Rafael Rodrigues Mendes Ribeiro, Jordão Natal de Oliveira Júnior, Cassio Polpo de Campos, Carlos Dias Maciel
Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. Appl. Intell. 54 (6) (2024)
Henrique de Oliveira Caetano, Luiz Desuó Neto, Matheus de Souza Sant'Anna Fogliatto, Carlos Dias Maciel
Resilience assessment of critical infrastructures using dynamic Bayesian networks and evidence propagation. Reliab. Eng. Syst. Saf. 241 (2024)
Henrique de Oliveira Caetano, Matheus de Souza Sant'Anna Fogliatto, Luiz Desuó Neto, Benvindo R. Pereira Júnior, Carlos Dias Maciel, Marco Aiello
Intelligent Resource Allocation in Power Grids: Leveraging Variable Neighborhood Search for Optimal Switch Allocation. EAIS (2024)
Fernando Juliani, Carlos Dias Maciel
Bayesian networks supporting management practices: A multifaceted perspective based on the literature. Int. J. Inf. Manag. Data Insights 4 (1) (2024)
Vitor Barth, Henrique de Oliveira Caetano, Carlos Dias Maciel, Marco Aiello
Quantifying uncertainty in Bayesian Networks structural learning. EAIS (2024)
Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel
Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size. Mach. Learn. Knowl. Extr. 5 (4) (2023)
João Paulo Soares, Vitor Barth, Alan Eckeli, Carlos Dias Maciel
Hybrid Improved Physarum Learner for Structure Causal Discovery. BIOSIGNALS (2023)
Vitor P. Ribeiro, Ângela S. M. Cunha, Sérgio N. Duarte, Carlos R. Padovani, Patricia A. A. Marques, Carlos Dias Maciel, José Antonio P. Balestieri
Bayesian Network for Hydrological Model: an inference approach. IJCNN (2022)
Rafael R. M. Ribeiro, Carlos Dias Maciel
AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. CEC (2022)
Matheus de Souza Sant'Anna Fogliatto, Luiz Desuó Neto, Henrique de Oliveira Caetano, Rodrigo Zempulski Fanucchi, Carlos Dias Maciel
A Multilevel Crews Patrolling Framework for Distribution System Recovering. SysCon (2022)
Julio A. D. Massignan, João B. A. London Jr., Michel Bessani, Carlos Dias Maciel, Rodrigo Zempulski Fanucchi, Vladimiro Miranda
Bayesian Inference Approach for Information Fusion in Distribution System State Estimation. IEEE Trans. Smart Grid 13 (1) (2022)
Talysson M. O. Santos, Jordão Natal de Oliveira Júnior, Michel Bessani, Carlos Dias Maciel
CO2 Emissions Forecasting in Multi-Source Power Generation Systems Using Dynamic Bayesian Network. SysCon (2021)
Jordão Natal de Oliveira Júnior, Ivonete Ávila, Victor Hugo Batista Tsukahara, Marcelo Pinheiro, Carlos Dias Maciel
Entropy: From Thermodynamics to Information Processing. Entropy 23 (10) (2021)
Victor Hugo Batista Tsukahara, Pedro Virgilio Basilio Jeronymo, Jasiara Carla de Oliveira, Vinicius Rosa Cota, Carlos Dias Maciel
Delayed Mutual Information to Develop Functional Analysis on Epileptic Signals. BIOSIGNALS (2020)
Victor Hugo Batista Tsukahara, Pedro Virgilio Basilio Jeronymo, Jasiara Carla de Oliveira, Vinicius R. Cota, Carlos Dias Maciel
PDC-MI Method for EEG Functional Conectivity Analysis. BIOSTEC (Selected Papers) (2020)
Jonas Rossi Dourado, Jordão Natal de Oliveira Júnior, Carlos Dias Maciel
Parallelism Strategies for Big Data Delayed Transfer Entropy Evaluation. Algorithms 12 (9) (2019)
Tadeu Junior Gross, Michel Bessani, Willian Darwin Junior, Renata Bezerra Araújo, Francisco Assis Carvalho Vale, Carlos Dias Maciel
An analytical threshold for combining Bayesian Networks. Knowl. Based Syst. 175 (2019)
Michel Bessani, Julio A. D. Massignan, Rodrigo Zempulski Fanucchi, Marcos H. M. Camillo, João B. A. London Jr., Alexandre C. B. Delbem, Carlos Dias Maciel
Probabilistic Assessment of Power Distribution Systems Resilience Under Extreme Weather. IEEE Syst. J. 13 (2) (2019)
Tadeu Junior Gross, Renata Bezerra Araújo, Francisco Assis Carvalho Vale, Michel Bessani, Carlos Dias Maciel
Dependence between cognitive impairment and metabolic syndrome applied to a Brazilian elderly dataset. Artif. Intell. Medicine 90 (2018)
Michel Bessani, Rafael R. M. Ribeiro, Giuliano Andrea Pagani, Marco Aiello, Carlos Dias Maciel
Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems. SysCon (2018)
Fernando P. Santos, Carlos Dias Maciel, Philip L. Newland
Pre-processing and transfer entropy measures in motor neurons controlling limb movements. J. Comput. Neurosci. 43 (2) (2017)
Michel Bessani, Julio A. D. Massignan, João B. A. London Jr., Carlos Dias Maciel, Rodrigo Zempulski Fanucchi, Marcos H. M. Camillo
A hierarchical framework for complex networks robustness analysis to errors. SysCon (2017)
Daniel Rodrigues de Lima, Giuliano Frascati, Carlos Dias Maciel, Roberto Fernandes Tavares Neto
Automatic Tuning of a Local Search Algorithm for Estimating Biological Signals JPDs. COMPLEXIS (2017)
Fernando P. Santos, Stephen F. Smagula, Helmet T. Karim, Tales S. Santini, Howard Aizenstein, Tamer S. Ibrahim, Carlos Dias Maciel
Dynamic Bayesian Network Modeling of Hippocampal Subfields Connectivity with 7T fMRI: A Case Study. BIOSIGNALS (2017)
Giovana Yuko Nakashima, Theresa Helissa Nakagawa, Ana Flávia dos Santos, Fábio Viadanna Serrão, Carlos Dias Maciel
Determination of Directional Influences of Kinematic Data in the Stance Period During Running. BIOSIGNALS (2017)
Michel Bessani, Daniel Rodrigues de Lima, Emery Cleiton Cabral Correia Lins, Carlos Dias Maciel
Evaluation of a Dental Caries Clinical Decision Support System. BIOSIGNALS (2017)
Jonas Rossi Dourado, José Roberto B. de A. Monteiro, Daniel Rodrigues de Lima, Michel Bessani, Carlos Dias Maciel
Parallelism Strategies for Neurophysiological Delayed Transfer Entropy Data Processing - Towards Causal Inference in Big Data. COMPLEXIS (2017)
Daniel Rodrigues de Lima, Michel Bessani, Philip L. Newland, Carlos Dias Maciel
Modeling of an Insect Proprioceptor System based on Different Neuron Response Times. BIOSIGNALS (2016)
Michel Bessani, Rodrigo Zempulski Fanucchi, Alexandre C. C. Delbem, Carlos Dias Maciel
Impact of Operators' Performance on the Reliability of Cyber-Physical Power Distribution Systems. CoRR (2016)
Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel, André C. P. L. F. de Carvalho
A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets. Neurocomputing 149 (2015)
Wagner Endo, Fernando P. Santos, David M. Simpson, Carlos Dias Maciel, Philip L. Newland
Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network. J. Comput. Neurosci. 38 (2) (2015)
Edwin Villanueva, Carlos Dias Maciel
Efficient methods for learning Bayesian network super-structures. Neurocomputing 123 (2014)
Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel
Towards an efficient genetic algorithm optimizer for sequential projection pursuit. Neurocomputing 123 (2014)
Jen J. Lee, Jorge Alberto Achcar, Emílio Augusto Coelho Barros, Carlos Dias Maciel
Bayesian versus Neural Network Analysis of Algae Data Population - A New Method to Predict and Analyse Cause and Effect. IJCCI (2013)
Oliver P. Dewhirst, Natalia Angarita-Jaimes, David M. Simpson, Robert Allen, Carlos Dias Maciel, Philip L. Newland
Neural Adaptation in Local Reflex Control of Limb Movements. BIOSIGNALS (2012)
Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel
On the Crossover Operator for GA-based Optimizers in Sequential Projection Pursuit. ICPRAM (1) (2012)
Edwin Villanueva, Carlos Dias Maciel
Optimized Algorithm for Learning Bayesian Network Super-structures. ICPRAM (1) (2012)
Carlos Dias Maciel, David M. Simpson, Philip L. Newland
Inference about Multiple Pathways in Motor Control Limb in Locust. BIOSIGNALS (2012)
Alan P. Pinheiro, David E. Stewart, Carlos Dias Maciel, José C. Pereira, Suely Oliveira
Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling. Digit. Signal Process. 22 (2) (2012)
Paulo Rogério Scalassara, Luciane Agnoletti dos Santos, Carlos Dias Maciel
Voice pathology detection with predictable component analysis and wavelet decomposition model. ITW (2011)
Antonio Jose Homsi Goulart, Carlos Dias Maciel, Rodrigo Capobianco Guido, Katia Cristina Silva Paulo, Ivan Nunes da Silva
Music Genre Classification Based on Entropy and Fractal Lacunarity. ISM (2011)
Carlos Dias Maciel, Jose Carlos Pereira, David E. Stewart
Identifying healthy and pathologically affected voice signals [Lecture notes]. IEEE Signal Process. Mag. 27 (1) (2010)
Edwin Villanueva, Carlos Dias Maciel
Modeling associations between genetic markers using Bayesian networks. Bioinform. 26 (18) (2010)
Selma T. Milagre, Carlos Dias Maciel, Jose Carlos Pereira, Adriano Alves Pereira
Fuzzy cluster stability analysis with missing values using resampling. Int. J. Bioinform. Res. Appl. 5 (2) (2009)
Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel, Rodrigo Capobianco Guido, Jose Carlos Pereira
Relative entropy measures applied to healthy and pathological voice characterization. Appl. Math. Comput. 207 (1) (2009)
Paulo Rogério Scalassara, Maria Eugenia Dajer, Jamille Lays Marrara, Carlos Dias Maciel, Jose Carlos Pereira
Analysis of Voice Pathology Evolution Using Entropy Rate. ISM (2008)
Paulo César Fantinato, Rodrigo Capobianco Guido, Shi-Huang Chen, Bruno Leonardo Silveira Santos, Lucimar Sasso Vieira, Sylvio Barbon Junior, Luciene Cavalcanti Rodrigues, Fabrício Lopes Sanchez, João Paulo Lemos Escola, Leonardo Mendes de Souza, Carlos Dias Maciel, Paulo Rogério Scalassara, Jose Carlos Pereira
A Fractal-Based Approach for Speech Segmentation. ISM (2008)
André Augusto Spadotto, João Paulo Papa, Ana Rita Gatto, Paula Cristina Cola, Jose Carlos Pereira, Rodrigo Capobianco Guido, Arthur Oscar Schelp, Carlos Dias Maciel, Arlindo Neto Montagnoli
Denoising swallowing sound to improve the evaluator's qualitative analysis. Comput. Electr. Eng. 34 (2) (2008)
Soledad Espezúa Llerena, Carlos Dias Maciel
Exploratory Visualization of RFLP-PCR Genomic Data Using Multidimensional Scaling. SIBGRAPI (2008)
Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel, Jose Carlos Pereira
Voice Signals Characterization through Entropy Measures. BIOSIGNALS (2) (2008)
Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Jose Carlos Pereira, Paulo Rogério Scalassara, Everthon Silva Fonseca
Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis. ISCAS (2008)
Rodrigo Capobianco Guido, Lucimar Sasso Vieira, Sylvio Barbon Junior, Fabrício Lopes Sanchez, Carlos Dias Maciel, Everthon Silva Fonseca, Jose Carlos Pereira
A neural-wavelet architecture for voice conversion. Neurocomputing 71 (1-3) (2007)
Everthon Silva Fonseca, Rodrigo Capobianco Guido, Paulo Rogério Scalassara, Carlos Dias Maciel, Jose Carlos Pereira
Wavelet time-frequency analysis and least squares support vector machines for the identification of voice disorders. Comput. Biol. Medicine 37 (4) (2007)
Rafael Eduardo Ruviaro Christ, Edwin Villanueva Talavera, Carlos Dias Maciel
Gaussian Hierarchical Bayesian Clustering Algorithm. ISDA (2007)
Paulo Rogério Scalassara, Carlos Dias Maciel, Rodrigo Capobianco Guido, Jose Carlos Pereira, Everthon Silva Fonseca, Arlindo Neto Montagnoli, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez
Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. Pattern Recognit. Lett. 28 (11) (2007)
Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Paulo Rogério Scalassara, Jose Carlos Pereira, Vitor Muller Puia
Spoken Document Summarization Based on Dynamic Time Warping and Wavelets. Int. J. Semantic Comput. 1 (3) (2007)
Maria Eugenia Dajer, Jose Carlos Pereira, Carlos Dias Maciel
Nonlinear Dynamical Analysis of Normal Voices. ISM (2005)
Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel
Application of Autoregressive Decomposition and Pole Tracking to Pathological Voice Signals. ISM (2005)