Carlos Dias Maciel

71 papers B 3C 10Journal 37Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Model-based Generation of Synthetic Unbalanced Distribution Networks Incorporating Reliability Indices. CoRR Henrique O. Caetano, Rahul K. Gupta, Cristhian G. da R. de Oliveira, João Bosco A. London Jr., Carlos Dias Maciel
2026	J	`jnl`	Learning Continuous Decomposable Models Using Mutual Information and Statistical Copulas. Entropy Luiz Desuó Neto, Henrique de Oliveira Caetano, Matheus de Souza Sant'Anna Fogliatto, Carlos Dias Maciel
2026	J	`jnl`	Quantifying causal effects to enhance explainability in Causal Bayesian Networks. Knowl. Based Syst. Rafael Arone, Henrique de Oliveira Caetano, Carlos Dias Maciel
2026	J	`jnl`	bayesgrid: An Open-Source Python Tool for Generating Probabilistic Synthetic Transmission-Distribution Grids Using Bayesian Hierarchical Models. CoRR Henrique O. Caetano, Rahul K. Gupta, Carlos Dias Maciel
2025	J	`jnl`	A Bayesian Hierarchical Model for Generating Synthetic Unbalanced Power Distribution Grids. CoRR Henrique de Oliveira Caetano, Rahul K. Gupta, Marco Aiello, Carlos Dias Maciel
2025	J	`jnl`	Integrating structural and operational knowledge into multi-state system modeling: Application in urban infrastructures. Knowl. Based Syst. Henrique de Oliveira Caetano, Luiz Desuó Neto, Marco Aiello, Carlos Dias Maciel
2025	J	`jnl`	Parkinson's Disease Classification Using Machine Learning and Wrist Rigidity Measurements from an Active Orthosis. J. Sens. Actuator Networks Adriano Alves Pereira, Daniel Hilário da Silva, Caio Tonus Ribeiro, Caroline Valentini de Queiroz, Luanne Cardoso Mendes, Leandro Rodrigues da Silva Souza, Selma T. Milagre, Adriano de Oliveira Andrade, Carlos Dias Maciel
2025	J	`jnl`	Predicting carbon footprint in stochastic dynamic routing using Bayesian Markov random fields. Expert Syst. Appl. Luiz Desuó Neto, Henrique de Oliveira Caetano, Matheus de Souza Sant'Anna Fogliatto, Carlos Dias Maciel
2024	J	`jnl`	A Multilayer System and Optimization Framework for Team Dispatch Towards Service Recovery. IEEE Trans. Reliab. 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
2024	J	`jnl`	Assessing Credibility in Bayesian Networks Structure Learning. Entropy Vitor Barth, Fábio Viadanna Serrão, Carlos Dias Maciel
2024	J	`jnl`	Bayesian networks supporting management practices: A multifaceted perspective based on the literature. Int. J. Inf. Manag. Data Insights Fernando Juliani, Carlos Dias Maciel
2024	J	`jnl`	Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. Appl. Intell. Rafael Rodrigues Mendes Ribeiro, Jordão Natal de Oliveira Júnior, Cassio Polpo de Campos, Carlos Dias Maciel
2024	—	`conf`	Intelligent Resource Allocation in Power Grids: Leveraging Variable Neighborhood Search for Optimal Switch Allocation. EAIS Henrique de Oliveira Caetano, Matheus de Souza Sant'Anna Fogliatto, Luiz Desuó Neto, Benvindo R. Pereira Júnior, Carlos Dias Maciel, Marco Aiello
2024	—	`conf`	Quantifying uncertainty in Bayesian Networks structural learning. EAIS Vitor Barth, Henrique de Oliveira Caetano, Carlos Dias Maciel, Marco Aiello
2024	J	`jnl`	Resilience assessment of critical infrastructures using dynamic Bayesian networks and evidence propagation. Reliab. Eng. Syst. Saf. Henrique de Oliveira Caetano, Luiz Desuó Neto, Matheus de Souza Sant'Anna Fogliatto, Carlos Dias Maciel
2024	J	`jnl`	The time lag in local field potential signals for the development of its Bayesian belief network. EURASIP J. Adv. Signal Process. Victor Hugo Batista Tsukahara, Jordão Natal de Oliveira Júnior, Tamiris Prizon, Rafael N. Ruggiero, Carlos Dias Maciel
2023	J	`jnl`	Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size. Mach. Learn. Knowl. Extr. Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel
2023	—	`conf`	Hybrid Improved Physarum Learner for Structure Causal Discovery. BIOSIGNALS João Paulo Soares, Vitor Barth, Alan Eckeli, Carlos Dias Maciel
2022	—	`conf`	A Multilevel Crews Patrolling Framework for Distribution System Recovering. SysCon Matheus de Souza Sant'Anna Fogliatto, Luiz Desuó Neto, Henrique de Oliveira Caetano, Rodrigo Zempulski Fanucchi, Carlos Dias Maciel
2022	B	`conf`	AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. CEC Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel
2022	J	`jnl`	Bayesian Inference Approach for Information Fusion in Distribution System State Estimation. IEEE Trans. Smart Grid Julio A. D. Massignan, João B. A. London Jr., Michel Bessani, Carlos Dias Maciel, Rodrigo Zempulski Fanucchi, Vladimiro Miranda
2022	B	`conf`	Bayesian Network for Hydrological Model: an inference approach. IJCNN Vitor P. Ribeiro, Ângela S. M. Cunha, Sérgio N. Duarte, Carlos R. Padovani, Patricia A. A. Marques, Carlos Dias Maciel, José Antonio P. Balestieri
2021	—	`conf`	CO2 Emissions Forecasting in Multi-Source Power Generation Systems Using Dynamic Bayesian Network. SysCon Talysson Manoel de Oliveira Santos, Jordão Natal de Oliveira Júnior, Michel Bessani, Carlos Dias Maciel
2021	J	`jnl`	Entropy: From Thermodynamics to Information Processing. Entropy Jordão Natal de Oliveira Júnior, Ivonete Ávila, Victor Hugo Batista Tsukahara, Marcelo Pinheiro, Carlos Dias Maciel
2020	—	`conf`	Delayed Mutual Information to Develop Functional Analysis on Epileptic Signals. BIOSIGNALS Victor Hugo Batista Tsukahara, Pedro Virgilio Basilio Jeronymo, Jasiara Carla de Oliveira, Vinicius Rosa Cota, Carlos Dias Maciel
2020	—	`conf`	PDC-MI Method for EEG Functional Conectivity Analysis. BIOSTEC (Selected Papers) Victor Hugo Batista Tsukahara, Pedro Virgilio Basilio Jeronymo, Jasiara Carla de Oliveira, Vinicius R. Cota, Carlos Dias Maciel
2019	J	`jnl`	An analytical threshold for combining Bayesian Networks. Knowl. Based Syst. Tadeu Junior Gross, Michel Bessani, Willian Darwin Junior, Renata Bezerra Araújo, Francisco Assis Carvalho Vale, Carlos Dias Maciel
2019	J	`jnl`	Parallelism Strategies for Big Data Delayed Transfer Entropy Evaluation. Algorithms Jonas Rossi Dourado, Jordão Natal de Oliveira Júnior, Carlos Dias Maciel
2019	J	`jnl`	Probabilistic Assessment of Power Distribution Systems Resilience Under Extreme Weather. IEEE Syst. J. 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
2018	—	`ed.`	Biomedical Engineering Systems and Technologies - 10th International Joint Conference, BIOSTEC 2017, Porto, Portugal, February 21-23, 2017, Revised Selected Papers BIOSTEC (Selected Papers) Nathalia Peixoto, Margarida Silveira, Hesham H. Ali, Carlos Dias Maciel, Egon L. van den Broek
2018	J	`jnl`	Dependence between cognitive impairment and metabolic syndrome applied to a Brazilian elderly dataset. Artif. Intell. Medicine Tadeu Junior Gross, Renata Bezerra Araújo, Francisco Assis Carvalho Vale, Michel Bessani, Carlos Dias Maciel
2018	—	`conf`	Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems. SysCon Michel Bessani, Rafael Rodrigues Mendes Ribeiro, Giuliano Andrea Pagani, Marco Aiello, Carlos Dias Maciel
2017	—	`conf`	A hierarchical framework for complex networks robustness analysis to errors. SysCon Michel Bessani, Julio A. D. Massignan, João B. A. London Jr., Carlos Dias Maciel, Rodrigo Zempulski Fanucchi, Marcos H. M. Camillo
2017	C	`conf`	Automatic Tuning of a Local Search Algorithm for Estimating Biological Signals JPDs. COMPLEXIS Daniel Rodrigues de Lima, Giuliano Frascati, Carlos Dias Maciel, Roberto Fernandes Tavares Neto
2017	—	`conf`	Determination of Directional Influences of Kinematic Data in the Stance Period During Running. BIOSIGNALS Giovana Yuko Nakashima, Theresa Helissa Nakagawa, Ana Flávia dos Santos, Fábio Viadanna Serrão, Carlos Dias Maciel
2017	—	`conf`	Dynamic Bayesian Network Modeling of Hippocampal Subfields Connectivity with 7T fMRI: A Case Study. BIOSIGNALS Fernando P. Santos, Stephen F. Smagula, Helmet T. Karim, Tales S. Santini, Howard Aizenstein, Tamer S. Ibrahim, Carlos Dias Maciel
2017	—	`conf`	Evaluation of a Dental Caries Clinical Decision Support System. BIOSIGNALS Michel Bessani, Daniel Rodrigues de Lima, Emery Cleiton Cabral Correia Lins, Carlos Dias Maciel
2017	C	`conf`	Parallelism Strategies for Neurophysiological Delayed Transfer Entropy Data Processing - Towards Causal Inference in Big Data. COMPLEXIS Jonas Rossi Dourado, José Roberto B. de A. Monteiro, Daniel Rodrigues de Lima, Michel Bessani, Carlos Dias Maciel
2017	J	`jnl`	Pre-processing and transfer entropy measures in motor neurons controlling limb movements. J. Comput. Neurosci. Fernando P. Santos, Carlos Dias Maciel, Philip L. Newland
2017	—	`ed.`	Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 4: BIOSIGNALS, Porto, Portugal, February 21-23, 2017. BIOSIGNALS Carlos Dias Maciel, Ana L. N. Fred, Hugo Gamboa, Mário Vaz
2016	J	`jnl`	Impact of Operators' Performance on the Reliability of Cyber-Physical Power Distribution Systems. CoRR Michel Bessani, Rodrigo Zempulski Fanucchi, Alexandre C. C. Delbem, Carlos Dias Maciel
2016	—	`conf`	Modeling of an Insect Proprioceptor System based on Different Neuron Response Times. BIOSIGNALS Daniel Rodrigues de Lima, Michel Bessani, Philip L. Newland, Carlos Dias Maciel
2015	J	`jnl`	A Projection Pursuit framework for supervised dimension reduction of high dimensional small sample datasets. Neurocomputing Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel, André C. P. L. F. de Carvalho
2015	J	`jnl`	Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network. J. Comput. Neurosci. Wagner Endo, Fernando P. Santos, David M. Simpson, Carlos Dias Maciel, Philip L. Newland
2014	J	`jnl`	Efficient methods for learning Bayesian network super-structures. Neurocomputing Edwin Villanueva, Carlos Dias Maciel
2014	J	`jnl`	Towards an efficient genetic algorithm optimizer for sequential projection pursuit. Neurocomputing Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel
2013	C	`conf`	Bayesian versus Neural Network Analysis of Algae Data Population - A New Method to Predict and Analyse Cause and Effect. IJCCI Jen J. Lee, Jorge Alberto Achcar, Emílio Augusto Coelho Barros, Carlos Dias Maciel
2012	J	`jnl`	Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling. Digit. Signal Process. Alan P. Pinheiro, David E. Stewart, Carlos Dias Maciel, José C. Pereira, Suely Oliveira
2012	—	`conf`	Inference about Multiple Pathways in Motor Control Limb in Locust. BIOSIGNALS Carlos Dias Maciel, David M. Simpson, Philip L. Newland
2012	—	`conf`	Neural Adaptation in Local Reflex Control of Limb Movements. BIOSIGNALS Oliver P. Dewhirst, Natalia Angarita-Jaimes, David M. Simpson, Robert Allen, Carlos Dias Maciel, Philip L. Newland
2012	—	`conf`	On the Crossover Operator for GA-based Optimizers in Sequential Projection Pursuit. ICPRAM (1) Soledad Espezua, Edwin Villanueva, Carlos Dias Maciel
2012	—	`conf`	Optimized Algorithm for Learning Bayesian Network Super-structures. ICPRAM (1) Edwin Villanueva, Carlos Dias Maciel
2011	C	`conf`	Music Genre Classification Based on Entropy and Fractal Lacunarity. ISM Antonio Jose Homsi Goulart, Carlos Dias Maciel, Rodrigo Capobianco Guido, Katia Cristina Silva Paulo, Ivan Nunes da Silva
2011	B	`conf`	Voice pathology detection with predictable component analysis and wavelet decomposition model. ITW Paulo Rogério Scalassara, Luciane Agnoletti dos Santos, Carlos Dias Maciel
2010	J	`jnl`	Identifying healthy and pathologically affected voice signals [Lecture notes]. IEEE Signal Process. Mag. Carlos Dias Maciel, Jose Carlos Pereira, David E. Stewart
2010	J	`jnl`	Modeling associations between genetic markers using Bayesian networks. Bioinform. Edwin Villanueva, Carlos Dias Maciel
2009	J	`jnl`	Fuzzy cluster stability analysis with missing values using resampling. Int. J. Bioinform. Res. Appl. Selma T. Milagre, Carlos Dias Maciel, Jose Carlos Pereira, Adriano Alves Pereira
2009	J	`jnl`	Relative entropy measures applied to healthy and pathological voice characterization. Appl. Math. Comput. Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel, Rodrigo Capobianco Guido, Jose Carlos Pereira
2008	C	`conf`	A Fractal-Based Approach for Speech Segmentation. ISM 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
2008	C	`conf`	Analysis of Voice Pathology Evolution Using Entropy Rate. ISM Paulo Rogério Scalassara, Maria Eugenia Dajer, Jamille Lays Marrara, Carlos Dias Maciel, Jose Carlos Pereira
2008	J	`jnl`	Denoising swallowing sound to improve the evaluator's qualitative analysis. Comput. Electr. Eng. 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
2008	—	`conf`	Exploratory Visualization of RFLP-PCR Genomic Data Using Multidimensional Scaling. SIBGRAPI Soledad Espezúa Llerena, Carlos Dias Maciel
2008	C	`conf`	Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis. ISCAS Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Jose Carlos Pereira, Paulo Rogério Scalassara, Everthon Silva Fonseca
2008	—	`conf`	Voice Signals Characterization through Entropy Measures. BIOSIGNALS (2) Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel, Jose Carlos Pereira
2007	J	`jnl`	A neural-wavelet architecture for voice conversion. Neurocomputing Rodrigo Capobianco Guido, Lucimar Sasso Vieira, Sylvio Barbon Junior, Fabrício Lopes Sanchez, Carlos Dias Maciel, Everthon Silva Fonseca, Jose Carlos Pereira
2007	J	`jnl`	Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. Pattern Recognit. Lett. 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
2007	C	`conf`	Gaussian Hierarchical Bayesian Clustering Algorithm. ISDA Rafael Eduardo Ruviaro Christ, Edwin Villanueva Talavera, Carlos Dias Maciel
2007	J	`jnl`	Spoken Document Summarization Based on Dynamic Time Warping and Wavelets. Int. J. Semantic Comput. Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Paulo Rogério Scalassara, Jose Carlos Pereira, Vitor Muller Puia
2007	J	`jnl`	Wavelet time-frequency analysis and least squares support vector machines for the identification of voice disorders. Comput. Biol. Medicine Everthon Silva Fonseca, Rodrigo Capobianco Guido, Paulo Rogério Scalassara, Carlos Dias Maciel, Jose Carlos Pereira
2005	C	`conf`	Application of Autoregressive Decomposition and Pole Tracking to Pathological Voice Signals. ISM Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel
2005	C	`conf`	Nonlinear Dynamical Analysis of Normal Voices. ISM Maria Eugenia Dajer, Jose Carlos Pereira, Carlos Dias Maciel