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Guedes, Priscila F.S. and Mendes, Eduardo M.A.M. and Nepomuceno, Erivelton (2022) Effective computational discretization scheme for nonlinear dynamical systems. Applied Mathematics and Computation, 428 (127207). pp. 1-15. ISSN 0096-3003
Ghanem, Mohamed C. and Chen, Thomas M. and Nepomuceno, Erivelton (2022) Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks. Journal of Intelligent Information Systems. ISSN 0925-9902
Ottoni, André L. C. and Nepomuceno, Erivelton and Oliveira, Marcos S. de and Oliveira, Daniela C. R. de (2022) Reinforcement learning for the traveling salesman problem with refueling. Complex & Intelligent Systems, 8 (3). pp. 2001-2015. ISSN 2199-4536
Rodrigues Junior, Heitor M. and Melo, Igor D. and Nepomuceno, Erivelton (2022) An interval power flow for unbalanced distribution systems based on the Three-Phase Current Injection Method. International Journal of Electrical Power & Energy Systems, 139 (107921). pp. 1-13. ISSN 01420615
Nepomuceno, Erivelton and Peixoto, Márcia L. C. and Lacerda, Márcio J. and Campanharo, Andriana S. L. O. and Takahashi, Ricardo H. C. and Aguirre, Luis A. (2021) Application of Optimal Control of Infectious Diseases in a Model-Free Scenario. SN Computer Science, 2 (5). ISSN 2662-995X
Silva, Pedro H. O. and Cerqueira, Augusto Santiago and Nepomuceno, Erivelton (2021) Hybrid Method Based on NARX models and Machine Learning for Pattern Recognition. Procedings do XV Simp\'osio Brasileiro de Automação Inteligente. pp. 1284-1289. ISSN 2175-8905
Tutueva, Aleksandra V. and Karimov, Timur I. and Moysis, Lazaros and Nepomuceno, Erivelton and Volos, Christos and Butusov, Denis N. (2021) Improving chaos-based pseudo-random generators in finite-precision arithmetic. Nonlinear Dynamics, 104 (1). pp. 727-737. ISSN 0924-090X
Karimov, Artur I. and Kopets, Ekaterina and Nepomuceno, Erivelton and Butusov, Denis (2021) Integrate-and-Differentiate Approach to Nonlinear System Identification. Mathematics, 9 (23). pp. 1-19. ISSN 2227-7390
Cardoso, Matheus B. R. and da Silva, Samuel S. and Nardo, Lucas G. and Passos, Roberto M. and Nepomuceno, Erivelton and Arias-Garcia, Janier (2021) A New PRNG Hardware Architecture Based on an Exponential Chaotic Map. 2021 IEEE International Symposium on Circuits and Systems (ISCAS). pp. 1-5. ISSN 2158-1525
Butusov, Denis N. and Pesterev, Dmitriy O. and Tutueva, Aleksandra V. and Kaplun, Dmitry I. and Nepomuceno, Erivelton (2021) New technique to quantify chaotic dynamics based on differences between semi-implicit integration schemes. Communications in Nonlinear Science and Numerical Simulation, 92. p. 105467. ISSN 10075704
Karimov, Artur and Butusov, Denis and Andreev, Valery and Nepomuceno, Erivelton (2021) Rational Approximation Method for Stiff Initial Value Problems. Mathematics, 9 (24). p. 3185. ISSN 2227-7390
Araujo, Túlio and Cardoso, Matheus B.R. and Nepomuceno, Erivelton and Llanos, Carlos H. and Arias-Garcia, Janier (2021) A new floating-point adder FPGA-based implementation using RN-coding of numbers. Computers & Electrical Engineering, 90. p. 106947. ISSN 00457906
Nardo, Lucas G. and Nepomuceno, Erivelton and Bastos, Gustavo T. and Santos, Thiago A. and Butusov, Denis N. and Arias-Garcia, Janier (2021) A reliable chaos-based cryptography using Galois field. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (9). 091101-091101-9. ISSN 1054-1500
Tutueva, Aleksandra V. and Nepomuceno, Erivelton and Karimov, Artur I. and Andreev, Valery S. and Butusov, Denis N. (2020) Adaptive chaotic maps and their application to pseudo-random numbers generation. Chaos, Solitons & Fractals, 133. p. 109615. ISSN 0960-0779
Karimov, Artur and Nepomuceno, Erivelton and Tutueva, Aleksandra and Butusov, Denis (2020) Algebraic Method for the Reconstruction of Partially Observed Nonlinear Systems Using Differential and Integral Embedding. Mathematics, 8 (2). pp. 1-22. ISSN 2227-7390
Miranda, Felipe Laure and de Oliveira, Leondardo Willer and Dias, Bruno Henriques and de Resende, Leonidas Chaves and Nepomuceno, Erivelton and de Oliveira, Edimar José (2020) Composite Power System Reliability Evaluation Considering Stochastic Parameters Uncertainties. IEEE Latin America Transactions, 18 (11). pp. 2003-2010. ISSN 1548-0992
Carvalho Ottoni, Andre Luiz and Nepomuceno, Erivelton and Santos de Oliveira, Marcos (2020) Development of a Pedagogical Graphical Interface for the Reinforcement Learning. IEEE Latin America Transactions, 18 (01). pp. 92-101. ISSN 1548-0992
Pinto, E. R, and Nepomuceno, Erivelton and Campanharo, A. S. L. O. (2020) Impact of network topology on the spread of infectious diseases. Tema : têndencias em matemática aplicada e computacional. pp. 95-115.
Baranov, Georgii D. and Nepomuceno, Erivelton and Vaganov, Michail A. and Ostrovskii, Valerii Y. and Butusov, Denis N. (2020) New Spectral Markers for Broken Bars Diagnostics in Induction Motors. Machines, 8 (1). p. 6. ISSN 2075-1702
Nazaré, Thalita E. and Nepomuceno, Erivelton and Martins, Samir A. M. and Butusov, Denis N. (2020) A Note on the Reproducibility of Chaos Simulation. Entropy, 22 (9). pp. 1-18. ISSN 1099-4300
Borges, Vinícius S. and Nepomuceno, Erivelton and Duque, Carlos A. and Butusov, Denis N. (2020) Some Remarks about Entropy of Digital Filtered Signals. Entropy, 22 (3). p. 365. ISSN 1099-4300
Ottoni, André L. C. and Nepomuceno, Erivelton and de Oliveira, Marcos S. and de Oliveira, Daniela C. R. (2020) Tuning of reinforcement learning parameters applied to SOP using the Scott–Knott method. Soft Computing, 24 (6). pp. 4441-4453. ISSN 1432-7643
Karimov, Timur and Nepomuceno, Erivelton and Druzhina, Olga and Karimov, Artur and Butusov, Denis (2019) Chaotic Oscillators as Inductive Sensors: Theory and Practice. Sensors, 19 (19). p. 4314. ISSN 1424-8220
Nepomuceno, Erivelton and Perc, Matjaž and Estrada, Ernesto (2019) Computational chaos in complex networks. Journal of Complex Networks, 8 (1). pp. 1-16. ISSN 2051-1329
Lacerda Junior, Wilson R. and Martins, Samir A. M. and Nepomuceno, Erivelton and Lacerda, Marcio J. (2019) Control of Hysteretic Systems Through an Analytical Inverse Compensation Based on a NARX Model. IEEE Access, 7. pp. 98228-98237. ISSN 2169-3536
Butusov, Denis and Karimov, Artur and Tutueva, Aleksandra and Kaplun, Dmitry and Nepomuceno, Erivelton (2019) The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems. Entropy, 21 (4). p. 362. ISSN 1099-4300
Nepomuceno, Erivelton and Nardo, Lucas G. and Arias-Garcia, Janier and Butusov, Denis N. and Tutueva, Aleksandra (2019) Image encryption based on the pseudo-orbits from 1D chaotic map. Chaos: An Interdisciplinary Journal of Nonlinear Science, 29 (061101). pp. 1-8. ISSN 1054-1500
Nardo, Lucas G. and Nepomuceno, Erivelton and Arias-Garcia, Janier and Butusov, Denis N. (2019) Image encryption using finite-precision error. Chaos, Solitons & Fractals, 123. pp. 69-78. ISSN 0960-0779
Nepomuceno, Erivelton and Lima, Arthur M. and Arias-García, Janier and Perc, Matjaž and Repnik, Robert (2019) Minimal digital chaotic system. Chaos, Solitons & Fractals, 120. pp. 62-66. ISSN 09600779
Kaplun, Dmitry and Voznesenskiy, Alexander and Romanov, Sergei and Nepomuceno, Erivelton and Butusov, Denis (2019) Optimal Estimation of Wavelet Decomposition Level for a Matching Pursuit Algorithm. Entropy, 21 (9) (843). pp. 1-16. ISSN 1099-4300
Santos, Talysson M.O. and Barroso, Márcio F.S. and Ricco, Rodrigo A. and Nepomuceno, Erivelton and Alvarenga, Érika L.F.C. and Penoni, Álvaro C.O. and Santos, Ana F. (2019) A low-cost wireless system of inertial sensors to postural analysis during human movement. Measurement, 148 (106933). pp. 1-10. ISSN 0263-2241
Nepomuceno, Erivelton (2019) A novel method for structure selection of the Recurrent Random Neural Network using multiobjective optimisation. Applied Soft Computing, 76. pp. 607-614. ISSN 15684946
Nepomuceno, Erivelton (2018) Avoiding Pitfalls In Periodic Orbits of Maps With A Piecewise Approach. Science Trends. ISSN 2455-3778
Peixoto, Márcia L.C. and Nepomuceno, Erivelton and Martins, Samir A.M. and Lacerda, Márcio J. (2018) Computation of the largest positive Lyapunov exponent using rounding mode and recursive least square algorithm. Chaos, Solitons & Fractals, 112. pp. 36-43. ISSN 09600779
Nepomuceno, Erivelton and Martins, Samir A.M. and Silva, Bruno C. and Amaral, Gleison F.V. and Perc, Matjaž (2018) Detecting unreliable computer simulations of recursive functions with interval extensions. Applied Mathematics and Computation, 329. pp. 408-419. ISSN 00963003
Silva, M. R. and Nepomuceno, Erivelton and Amaral, G. F. V. and Martins, S. A. M. and Nardo, L. G. (2018) Exploiting the rounding mode of floating-point in the simulation of Chua’s circuit. Discontinuity, Nonlinearity, and Complexity, 7 (2). pp. 185-193. ISSN 2164-6376
Nepomuceno, Erivelton and Barbosa, Alípio M. and Silva, Marcos X. and Perc, Matjaž (2018) Individual-based modelling and control of bovine brucellosis. Royal Society Open Science, 5 (5). pp. 1-12. ISSN 2054-5703
Nepomuceno, Erivelton and Rodrigues Junior, Heitor M. and Martins, Samir A.M. and Perc, Matjaž and Slavinec, Mitja (2018) Interval computing periodic orbits of maps using a piecewise approach. Applied Mathematics and Computation, 336. pp. 67-75. ISSN 00963003
Nepomuceno, Erivelton and Martins, Samir A. M. and Lacerda, Márcio J. and Mendes, Eduardo M. A. M. (2018) On the Use of Interval Extensions to Estimate the Largest Lyapunov Exponent from Chaotic Data. Mathematical Problems in Engineering, 2018. pp. 1-8. ISSN 1024-123X
Nepomuceno, Erivelton and Takahashi, Ricardo H.C. and Aguirre, Luis A. (2018) Reducing vaccination level to eradicate a disease by means of a mixed control with isolation. Biomedical Signal Processing and Control, 40. pp. 83-90. ISSN 1746-8094
Ottoni, André L. C. and Nepomuceno, Erivelton and de Oliveira, Marcos S. (2018) A Response Surface Model Approach to Parameter Estimation of Reinforcement Learning for the Travelling Salesman Problem. Journal of Control, Automation and Electrical Systems, 29 (3). pp. 350-359. ISSN 2195-3880
Lacerda, Márcio Júnior and Martins, Samir Angelo Milani and Nepomuceno, Erivelton (2018) Structure selection based on interval predictor model for recovering static non‐linearities from chaotic data. IET Control Theory & Applications, 12 (13). pp. 1889-1894. ISSN 1751-8652
Nepomuceno, Erivelton and Resende, Denise and Lacerda, Márcio J. (2018) A Survey of the Individual-Based Model applied in Biomedical and Epidemiology. Journal of Biomedical Research and Reviews, 1 (1). ISSN 2581-7388
Lacerda Junior, Wilson R. and Martins, Samir A.M. and Nepomuceno, Erivelton (2018) The lower bound error as an auxiliary technique to select the integration step-size in the simulation of chaotic systems. Learning and Nonlinear Models, 16 (1). pp. 56-67. ISSN 1676-2789
Amaral, Gleison F.V. and Nepomuceno, Erivelton (2018) A smooth-piecewise model to the Cord Attractor. Chaos, Solitons & Fractals, 109. pp. 31-35. ISSN 0960-0779
Nepomuceno, Erivelton and Mendes, Eduardo M.A.M. (2017) On the analysis of pseudo-orbits of continuous chaotic nonlinear systems simulated using discretization schemes in a digital computer. Chaos, Solitons & Fractals, 95. pp. 21-32. ISSN 0960-0779
Nepomuceno, Erivelton and Martins, S.A.M. and Amaral, G.F.V. and Riveret, R. (2017) On the lower bound error for discrete maps using associative property. Systems Science & Control Engineering, 5 (1). pp. 462-473. ISSN 2164-2583
Ferreira, Danton Diego and Nepomuceno, Erivelton and Cerqueira, Augusto Santiago and Mendes, Thais Martins (2017) A model validation scale based on multiple indices. Electrical Engineering, 99 (1). pp. 325-334. ISSN 0948-7921
Ottoni, André Luiz Carvalho and Nepomuceno, Erivelton and Oliveira, Marcos Santos de and Cordeiro, Lara Toledo and Lamperti, Rubisson Duarte (2016) Análise da influência da taxa de aprendizado e do fator de desconto sobre o desempenho dos algoritmos Q-learning e SARSA: aplicação do aprendizado por reforço na navegação autônoma Analysis of the influence of the rate of learning and the factor of discount on the performance of Q-learning and SARSA algorithms: application of learning by reinforcement in autonomous navigation. Revista Brasileira De Computacao Aplicada, 8 (2). pp. 44-59. ISSN 2176-6649
Rodrigues Junior, Heitor Magno and Ottoni, Andre Luiz Carvalho and Peixoto, Marcia Luciana da Costa and Firmo, Davidson Lafitte and Nepomuceno, Erivelton (2016) A Pedagogical Method For Teaching Diode's Characteristic Curves. IEEE Latin America Transactions, 14 (8). pp. 3528-3533. ISSN 1548-0992
Nepomuceno, Erivelton and Martins, S. A. M. (2016) A lower bound error for free-run simulation of the polynomial NARMAX. Systems Science & Control Engineering, 4 (1). pp. 50-58. ISSN 2164-2583
Barbosa, Alípio Monteiro and Barroso, Márcio Falcão Santos and Nepomuceno, Erivelton and de Castro Perilo, Tatiana Vargas and de Las Casas, Estevam Barbosa (2015) Automation of the process for accessing lip forces. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 37 (2). pp. 533-540. ISSN 1678-5878
Nepomuceno, Erivelton (2014) Convergence of recursive functions on computers. Journal of Engineering, 10. pp. 560-562. ISSN 2051-3305
Martins, Samir Angelo Milani and Nepomuceno, Erivelton and Barroso, Márcio Falcão Santos (2013) Improved Structure Detection For Polynomial NARX Models Using a Multiobjective Error Reduction Ratio. Journal of Control, Automation and Electrical Systems, 24 (6). pp. 764-772. ISSN 2195-3880
Nepomuceno, Erivelton and Takahashi, R. H. C. and Aguirre, L. A. (2007) Multiobjective parameter estimation for non-linear systems: affine information and least-squares formulation. International Journal of Control, 80 (6). pp. 863-871. ISSN 0020-7179
Sánchez, Juan Armando and Lasker, Howard R. and Nepomuceno, Erivelton and Sánchez, J. Dario and Woldenberg, Michael J. (2004) Branching and Self‐Organization in Marine Modular Colonial Organisms: A Model. The American Naturalist, 163 (3). E24-E39. ISSN 0003-0147
Nepomuceno, Erivelton and Takahashi, Ricardo and Amaral, Gleison and Aguirre, Luis A. (2003) Nonlinear Identification Using Prior Knowledge of Fixed Points: a Multiobjective Approach. International Journal of Bifurcation and Chaos (IJBC), 13 (05). pp. 1229-1246. ISSN 1793-6551
Nepomuceno, Erivelton and Neto, O.M. and Takahashi, R.H.C. and Tavares, C.E. (2003) A heuristic approach to robust control design for power systems with several FACTS devices. International Journal of Electrical Power & Energy Systems, 25 (1). pp. 13-20. ISSN 01420615
Tutueva, Aleksandra V. and Nepomuceno, Erivelton and Karimov, Artur I. and Andreev, Valery S. and Butusov, Denis N. (2022) Adaptive Chaotic Maps in Cryptography Applications. In: Cybersecurity. Springer International Publishing, England, pp. 193-205. ISBN 978-3-030-92165-1
Santos, Thiago A. and Nepomuceno, Erivelton and Chen, Thomas M. and Butusov, Denis N. (2021) Audio Encryption With Computational Chaotic System Error. In: 2021 Fifth World Conference on Smart Trends in Systems Security and Sustainability (WorldS4). IEEE, pp. 218-223. ISBN 978-1-6654-0096-1
Borges, Vinicius and Nepomuceno, Erivelton and Tutueva, Aleksandra V. and Karimov, Artur I. and Duque, Carlos and Karimov, Timur I. (2020) Analysis of IIR Filters by Interval Response. In: 2020 Moscow Workshop on Electronic and Networking Technologies (MWENT). IEEE, pp. 1-5. ISBN 978-1-7281-2572-5
Santos, Thiago A. and Magalhaes, Eduardo P. and Basilio, Nayara P. and Nepomuceno, Erivelton and Karimov, Timur I. and Butusov, Denis N. (2020) Improving Chaotic Image Encryption Using Maps with Small Lyapunov Exponents. In: 2020 Moscow Workshop on Electronic and Networking Technologies (MWENT). IEEE, pp. 1-4.
Ostrovskii, Valerii Y. and Nazare, Thalita E. and Martins, Samir A. M. and Nepomuceno, Erivelton (2020) Temperature as a Chaotic Circuit Bifurcation Parameter. In: 2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus). IEEE, pp. 154-157. ISBN 978-1-7281-5761-0
Moura, Rodolfo A. R. and Schroeder, Marco A. O. and Silva, Samuel J. S. and Nepomuceno, Erivelton and Vieira, Pedro H. N. and Lima, Antonio C. S. (2019) The Usage of Julia Programming in Grounding Grids Simulations : An alternative to MATLAB and Python. In: 2019 International Symposium on Lightning Protection (XV SIPDA). IEEE, pp. 1-4.
Medeiros, Leandro and Silva, Pedro Henrique Oliveira and Valente, Lucas de Castro and Nepomuceno, Erivelton (2018) A Prototype for Monitoring Railway Vehicle Dynamics Using Inertial Measurement Units. In: 2018 13th IEEE International Conference on Industry Applications (INDUSCON). IEEE, pp. 149-154. ISBN 978-1-5386-7995-1
Silva, Pedro H. O. and Nepomuceno, Erivelton and Vitorino, Alex and Martins, Samir A. M. (2017) A visual chaotic system simulation in Arduino platform controlled by Android app. In: 2017 IEEE World Engineering Education Conference (EDUNINE). IEEE, pp. 62-66. ISBN 978-1-5090-4886-1
Magalhães, Eduardo and Santos, Thiago and Nepomuceno, Erivelton (2019) Audio Encryption Scheme based on Pseudo-orbit of Chaotic Map. In: 17th Brazilian Symposium on Computer Music - SBCM 2019, 25-27 September 2019, São João del-Rei.
Medeiros, Leandro da Conceição and Oliveira Silva, Pedro Henrique and Soares Lopes, Victor Hugo and Filgueiras de Oliveira, Arthur and Bento Pereira, Eduardo and Nepomuceno, Erivelton (2019) Detecção de Fadiga Muscular Utilizando Modulação Variável de Fluxo de Bits e Correlação Cruzada de Sinais Eletromiográficos. In: SBAI 2019, 27-30 October 2019.
Luiz Carvalho Ottoni, André and Nepomuceno, Erivelton and Santos de Oliveira, Marcos (2019) Estimação de Parâmetros do Aprendizado por Reforço para o Problema de Planejamento de Rotas com Reabastecimento. In: SBAI 2019, 2019.
Guedes, Priscila F. S. and Peixoto, Márcia L. C. and Freitas, Otávio A R O and Barbosa, Alípio Monteiro and Martins, Samir Angelo Milani and Nepomuceno, Erivelton (2018) Interval simulation of Narmax models based on computer arithmetic. In: XXII Congresso Brasileiro de Automática, January 2018.
Rodrigues e Silva, Melanie and Nepomuceno, Erivelton and Angelo Milani Martins, Samir (2017) Note on improvement precision of recursive function simulation in floating point standard. In: DINCON, 2017, Brazil.
Nepomuceno, Erivelton (2005) Dinâmica, modelagem e controle de epidemias (Modelling and Control of Epidemics). Masters thesis, University of Minas Gerais (UMG).
