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

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

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

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

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

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

Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. - 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 (Pattern Recognit. Lett., 2007)

Voice Signals Characterization through Entropy Measures. - Paulo Rogério Scalassara; Maria Eugenia Dajer; Carlos Dias Maciel; Jose Carlos Pereira (BIOSIGNALS (2), 2008)

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

A Fractal-Based Approach for Speech Segmentation. - 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; et al. (ISM, 2008)

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

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

Denoising swallowing sound to improve the evaluator's qualitative analysis. - 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 (Comput. Electr. Eng., 2008)

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

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

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

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

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

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

Neural Adaptation in Local Reflex Control of Limb Movements. - Oliver P. Dewhirst; Natalia Angarita-Jaimes; David M. Simpson 001; Robert Allen; Carlos Dias Maciel; Philip L. Newland (BIOSIGNALS, 2012)

Inference about Multiple Pathways in Motor Control Limb in Locust. - Carlos Dias Maciel; David M. Simpson 001; Philip L. Newland (BIOSIGNALS, 2012)

On the Crossover Operator for GA-based Optimizers in Sequential Projection Pursuit. - Soledad Espezua; Edwin Villanueva; Carlos Dias Maciel (ICPRAM (1), 2012)

Optimized Algorithm for Learning Bayesian Network Super-structures. - Edwin Villanueva; Carlos Dias Maciel (ICPRAM (1), 2012)

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

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

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

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

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

Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network. - Wagner Endo; Fernando P. Santos; David M. Simpson 001; Carlos Dias Maciel; Philip L. Newland (J. Comput. Neurosci., 2015)

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

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

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

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

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

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

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

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

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

Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems. - Michel Bessani; Rafael Rodrigues Mendes Ribeiro; Giuliano Andrea Pagani; Marco Aiello 001; Carlos Dias Maciel (SysCon, 2018)

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

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

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

Probabilistic Assessment of Power Distribution Systems Resilience Under Extreme Weather. - 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 (IEEE Syst. J., 2019)

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

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

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

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

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

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

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

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

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

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

Quantifying uncertainty in Bayesian Networks structural learning. - Vitor Barth; Henrique de Oliveira Caetano; Carlos Dias Maciel; Marco Aiello 001 (EAIS, 2024)

Intelligent Resource Allocation in Power Grids: Leveraging Variable Neighborhood Search for Optimal Switch Allocation. - Henrique de Oliveira Caetano; Matheus de Souza Sant'Anna Fogliatto; Luiz Desuó Neto; Benvindo R. Pereira Júnior; Carlos Dias Maciel; Marco Aiello 001 (EAIS, 2024)

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

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

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

A Multilayer System and Optimization Framework for Team Dispatch Towards Service Recovery. - 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 (IEEE Trans. Reliab., 2024)

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

Predicting carbon footprint in stochastic dynamic routing using Bayesian Markov random fields. - Luiz Desuó Neto; Henrique de Oliveira Caetano; Matheus de Souza Sant'Anna Fogliatto; Carlos Dias Maciel (Expert Syst. Appl., 2025)

A Bayesian Hierarchical Model for Generating Synthetic Unbalanced Power Distribution Grids. - Henrique de Oliveira Caetano; Rahul K. Gupta; Marco Aiello 001; Carlos Dias Maciel (CoRR, 2025)