All Stories

  1. Mathematical modelling for the study of Froude-Krylov forces and moments on a buoy submerged in ocean waves

    Article • Results in Engineering, December 2026, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  2. Towards uncertainty-quantified data-driven modelling and robust control of a wave energy converter prototype

    Article • Ocean Engineering, May 2026, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  3. Leveraging Reinforcement Learning for an Efficient Windows Registry Analysis During Cyber Incident Response

    Article • April 2026, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  4. BiLSTM Guided LPA Planning, Re-Planning, and Backtracking for Effective and Efficient Emergency Evacuation

    Article • Smart Cities, April 2026, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  5. Navigating regional power trade for green transition in the Greater Mekong Subregion: legal challenges and pathways forward

    Article • Journal of Energy & Natural Resources Law, February 2026, Taylor & Francis

    Dr. Erivelton Geraldo Nepomuceno

  6. BiLSTM Guided LPA Planning, Re-Planning, and Backtracking for Effective and Efficient Emergency Evacuation

    Article • February 2026, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  7. Energy Efficiency in NARMAX Models for Reduced Carbon Footprint

    Article • IEEE Transactions on Industry Applications, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  8. A floating inverted pendulum model for analysing the pitch stability of offshore wind turbines

    Article • Nonlinear Science, December 2025, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  9. Energy Efficiency Metrics for Reinforcement Learning on the Travelling Salesman Problem: An Experimental Approach in Green Computing

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr. Erivelton Geraldo Nepomuceno

  10. Uma Ferramenta de Correção de Rótulos com Base em Curvas Principais

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr. Erivelton Geraldo Nepomuceno

  11. A Chaotic Jerk-Based Reservoir Computing Approach for DoS Attack Detection

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  12. Lyapunov Exponent Estimation via Switch-Based Initial Condition Control in SPICE-Like Simulations

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  13. Raising Awareness of Energy Consumption in Machine Learning

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  14. A Lagrangian Approach to Model Nonlinear Dynamics and Energy Generation in Wave Buoy Systems

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  15. Feedforward Predictive Stiffness Adaptation in a Wave Energy Converter

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  16. Energy Consumption in Computing over the Decades: Trends, Efficiency, and Measurement Challenges

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  17. A Review of Wave Energy Converters for Stabilisation and Power Output Optimisation of Floating Offshore Wind Platforms

    Article • Proceedings of the European Wave and Tidal Energy Conference, September 2025, European Wave and Tidal Energy Conference

    Dr. Erivelton Geraldo Nepomuceno

  18. Analytical Lagrangian model for constrained multi-body systems subjected to Froude-Krylov forces

    Article • Proceedings of the European Wave and Tidal Energy Conference, September 2025, European Wave and Tidal Energy Conference

    Dr. Erivelton Geraldo Nepomuceno

  19. Piecewise data-driven modelling of the RM3 wave energy converter for multi-condition prediction

    Article • Proceedings of the European Wave and Tidal Energy Conference, September 2025, European Wave and Tidal Energy Conference

    Dr. Erivelton Geraldo Nepomuceno

  20. Circuit Theory as a Unifying Framework for Energy and Information

    Article • August 2025, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  21. Leveraging Reinforcement Learning for an Efficient Windows Registry Analysis during Cyber Incident Response

    Article • August 2025, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  22. Image encryption architecture exploiting finite-precision error for System-on-Chip and programmable logic devices

    Article • Computers & Electrical Engineering, August 2025, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  23. Experimental Analysis of Energy-Efficient Reinforcement Learning for Combinatorial Optimization Problems

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  24. Prototype for System Dynamics and Control Demonstration using a Setpoint Tracking Controller

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  25. Event-Triggered Control and Interactive LQR Tuning for Improved Control Efficiency

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  26. Preservation of Lyapunov stability through effective discretization in Runge–Kutta method

    Article • Chaos Solitons & Fractals, April 2025, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  27. Leveraging Reinforcement Learning for an Efficient Automation of Windows Registry Analysis During Cyber Incident Response

    Article • January 2025, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  28. A Hardware-Efficient Chaotic PRNG Exploring Posit Arithmetic for Secure Image Encryption

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  29. Aprendizado por Reforço Automatizado no Planejamento de Rotas de Turismo da Estrada Real

    Article • January 2025, Sociedade Brasileira de Pesquisa Operacional

    Dr. Erivelton Geraldo Nepomuceno

  30. When Integers Embrace the Beauty of Complex Numbers

    Article • Izvestiya VUZ Applied Nonlinear Dynamics, January 2025, Saratov State University

    Dr. Erivelton Geraldo Nepomuceno

  31. Pitch motion suppression in floating platforms with flywheel mechanism: Concept and model

    Article • October 2024, Taylor & Francis

    Dr. Erivelton Geraldo Nepomuceno

  32. Review of wave energy converter design for offshore hybrid platforms

    Article • October 2024, Taylor & Francis

    Dr. Erivelton Geraldo Nepomuceno

  33. Magnetocaloric effect properties in the Ashkin–Teller model

    Article • Journal of Magnetism and Magnetic Materials, October 2024, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  34. Dual Authentication on a Secure Communication Channel to Image Transmission

    Article • Journal of Vibration Testing and System Dynamics, September 2024, L&H Scientific Publishing, LLC

    Dr. Erivelton Geraldo Nepomuceno

  35. Experimental Evaluation of Horner's Method for CPU Energy Reduction in Nonlinear Modelling

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  36. Green Machine Learning: Analysing the Energy Efficiency of Machine Learning Models

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  37. Mathematical Modelling of Froude-Krylov Forces and Moments Using Dynamic Parameterised Surfaces

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  38. Pitch Response Comparison of Offshore Platforms: A Lagrangian Approach

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  39. Exploring Control Co-Design's Versatility in System Optimisation: A Case Study of DC Motors

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  40. LQR and Genetic Algorithms: An Effective Duo for Assessing Control Expenditure and Performance in Dynamic Systems

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  41. Transmission expansion planning based on Pareto dominance considering load variation and wind power

    Article • Archiv für Elektrotechnik, April 2024, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  42. Event-Based Control for Discrete-Time Linear Parameter-Varying Systems: An Emulation-Based Design

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  43. Transfer Reinforcement Learning for Combinatorial Optimization Problems

    Article • Algorithms, February 2024, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  44. Computation of the Largest Lyapunov Exponent Using SPICE-Like Programs

    Article • IFAC-PapersOnLine, January 2024, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  45. Engineering and Technology Applications of Control Co-Design: A Survey

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  46. State-Feedback Control Design for Polynomial Discrete-Time Systems obtained via Second-Order Runge-Kutta Discretization

    Article • IFAC-PapersOnLine, January 2024, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  47. Estimating Optimal Synchronization Parameters for Coherent Chaotic Communication Systems in Noisy Conditions

    Article • Chaos Theory and Applications, November 2023, Akif Akgul

    Dr. Erivelton Geraldo Nepomuceno

  48. Interval Extensions as a Way to Achieve Reduction in Carbon Emissions and Energy Consumption

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  49. Key Generation from Fingerprint Biometric

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  50. Reduction of Carbon Footprint of Dynamical System Simulation

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  51. Simple reality [Editorial]

    Article • IEEE Potentials, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  52. Optimizing Instrument Transformer Performance through Adaptive Blind Equalization and Genetic Algorithms

    Article • Energies, October 2023, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  53. Assessment of controller output saturation in dynamic systems: a case of performance, efficiency and system stress trade-off

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  54. Modeling and design of a low-cost constant current electronic load

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  55. Tracing the Path: A Historical Perspective on Wind and Wave Energy's Progress

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  56. A journey to discovering your vocation [Editorial]

    Article • IEEE Potentials, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  57. Green Computing for Energy Transition: A Survey

    Article • IEEE Latin America Transactions, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  58. Design of an Advanced System-on-Chip Architecture for Chaotic Image Encryption

    Article • August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  59. Understanding the implications of the digital experience [Editorial]

    Article • IEEE Potentials, July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  60. Efficiency and Sustainability in Simulation: Enhancing Accuracy of Chaotic Maps Using Kahan Summation

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  61. Green-Box System Identification and Carbon Footprint Analysis for Sustainable Computing

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  62. Reinforcement learning for control design of uncertain polytopic systems

    Article • Information Sciences, May 2023, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  63. To be reasonable is to subject reason to experience [Editorial]

    Article • IEEE Potentials, May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  64. A Hardware-Efficient Perturbation Method to the Digital Tent Map

    Article • Electronics, April 2023, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  65. EPIGUI: Graphical User Interface for Simulating Epidemics on Networks

    Article • Trends in Computational and Applied Mathematics, March 2023, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  66. Time and energy for networking [Editorial]

    Article • IEEE Potentials, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  67. Multi-objective transmission expansion planning based on Pareto dominance and neural networks

    Article • Electric Power Systems Research, January 2023, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  68. Unity and disagreement: Two sides of the same coin [Editorial]

    Article • IEEE Potentials, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  69. A New Chaos-Based PRNG Hardware Architecture Using the HUB Fixed-Point Format

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  70. Individual-Based Modelling of Animal Brucellosis Spread with the Use of Complex Networks

    Article • International Journal of Network Dynamics and Intelligence, December 2022, Australia Academic Press Pty Ltd

    Dr. Erivelton Geraldo Nepomuceno

  71. Numerical Integration Schemes Based on Composition of Adjoint Multistep Methods

    Article • Algorithms, December 2022, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  72. Time is money [Editorial]

    Article • IEEE Potentials, November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  73. Identifying empirical equations of chaotic circuit from data

    Article • Nonlinear Dynamics, September 2022, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  74. Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks

    Article • Journal of Intelligent Information Systems, September 2022, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  75. Effective computational discretization scheme for nonlinear dynamical systems

    Article • Applied Mathematics and Computation, September 2022, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  76. Try and verify [Editorial]

    Article • IEEE Potentials, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  77. An interval power flow for unbalanced distribution systems based on the Three-Phase Current Injection Method

    Article • International Journal of Electrical Power & Energy Systems, July 2022, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  78. Are you ready to learn? [Editorial]

    Article • IEEE Potentials, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  79. Estimation of Reproduction Number for Covid-19 with Statistical Correction of Notifications Delay

    Article • IEEE Latin America Transactions, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  80. Adaptive Channel Equalization for Frequency Response Correction of Instrument Transformers

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  81. The power of imagination [Editorial]

    Article • IEEE Potentials, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  82. Wave excitation force forecasting using neural networks

    Article • Energy, May 2022, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  83. Denoising Chaotic Signals Using Ensemble Intrinsic Time-Scale Decomposition

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Dmitrii Kaplun, Dr. Erivelton Geraldo Nepomuceno

  84. Adaptive Chaotic Maps in Cryptography Applications

    Article • January 2022, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  85. Biometric Cryptography

    Article • January 2022, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  86. Rational Approximation Method for Stiff Initial Value Problems

    Article • Mathematics, December 2021, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  87. Integrate-and-Differentiate Approach to Nonlinear System Identification

    Article • Mathematics, November 2021, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  88. A reliable chaos-based cryptography using Galois field

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, September 2021, American Institute of Physics

    Dr. Erivelton Geraldo Nepomuceno

  89. Application of Optimal Control of Infectious Diseases in a Model-Free Scenario

    Article • SN Computer Science, August 2021, Springer Science + Business Media

    Luis Aguirre, Dr. Erivelton Geraldo Nepomuceno

  90. Audio Encryption With Computational Chaotic System Error

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  91. Reinforcement learning for the traveling salesman problem with refueling

    Article • Complex & Intelligent Systems, June 2021, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  92. A required isolation index to support the health system during the pandemic of Covid-19 in Minas Gerais, Brazil

    Article • IEEE Latin America Transactions, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  93. A New PRNG Hardware Architecture Based on an Exponential Chaotic Map

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  94. Detection of Hidden Oscillations in Systems Without Equilibrium

    Article • International Journal of Bifurcation and Chaos, March 2021, World Scientific Pub Co Pte Lt

    Dr. Erivelton Geraldo Nepomuceno

  95. A new floating-point adder FPGA-based implementation using RN-coding of numbers

    Article • Computers & Electrical Engineering, March 2021, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  96. Improving chaos-based pseudo-random generators in finite-precision arithmetic

    Article • Nonlinear Dynamics, February 2021, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  97. New technique to quantify chaotic dynamics based on differences between semi-implicit integration schemes

    Article • Communications in Nonlinear Science and Numerical Simulation, January 2021, Elsevier

    Dr Dmitrii Kaplun, Dr. Erivelton Geraldo Nepomuceno

  98. Hybrid Method Based on NARX models and Machine Learning for Pattern Recognition

    Article • January 2021, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  99. Classificação de Distúrbios na Qualidade de Energia Usando Modelagem Logística-NARX Multinomial

    Article • December 2020, Sociedade Brasileira de Automatica

    Dr. Erivelton Geraldo Nepomuceno

  100. Transferência de Aprendizado por Reforçoo em Problemas de Otimização Combinatória

    Article • December 2020, Sociedade Brasileira de Automatica

    Dr. Erivelton Geraldo Nepomuceno

  101. Análise da Inserção de Geração Distribuída em Redes Ativas: Uma Abordagem Baseada em Fluxo de Potência Intervalar

    Article • December 2020, Sociedade Brasileira de Automatica

    Dr. Erivelton Geraldo Nepomuceno

  102. AutoRL-TSP: Sistema de Aprendizado por Reforço Automatizado para o Problema do Caixeiro Viajante

    Article • December 2020, Sociedade Brasileira de Automatica

    Dr. Erivelton Geraldo Nepomuceno

  103. Composite Power System Reliability Evaluation Considering Stochastic Parameters Uncertainties

    Article • IEEE Latin America Transactions, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Edimar Jose de Oliveira, Dr. Erivelton Geraldo Nepomuceno

  104. A Note on the Reproducibility of Chaos Simulation

    Article • Entropy, August 2020, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  105. Adaptive chaotic maps and their application to pseudo-random numbers generation

    Article • Chaos Solitons & Fractals, April 2020, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  106. Impact of Network Topology on the Spread of Infectious Diseases

    Article • TEMA (São Carlos), March 2020, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  107. Some Remarks about Entropy of Digital Filtered Signals

    Article • Entropy, March 2020, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  108. Quasi-Static Pull-in: an Instability in Electrostatic Actuators

    Article • Scientific Reports, March 2020, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  109. Analysis of IIR Filters by Interval Response

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  110. Improving Chaotic Image Encryption Using Maps with Small Lyapunov Exponents

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  111. Algebraic Method for the Reconstruction of Partially Observed Nonlinear Systems Using Differential and Integral Embedding

    Article • Mathematics, February 2020, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  112. New Spectral Markers for Broken Bars Diagnostics in Induction Motors

    Article • Machines, January 2020, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  113. Development of a Pedagogical Graphical Interface for the Reinforcement Learning

    Article • IEEE Latin America Transactions, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  114. Temperature as a Chaotic Circuit Bifurcation Parameter

    Article • January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  115. ENSINO DE PROGRAMAÇÃO E APRENDIZADO DE MÁQUINA PARA ALUNOS DO ENSINO FUNDAMENTAL

    Article • January 2020, Revista de Ensino em Engenharia

    Dr. Erivelton Geraldo Nepomuceno

  116. A low-cost wireless system of inertial sensors to postural analysis during human movement

    Article • Measurement, December 2019, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  117. Chaotic Oscillators as Inductive Sensors: Theory and Practice

    Article • Sensors, October 2019, MDPI AG

    Dr. Erivelton Geraldo Nepomuceno

  118. Audio Encryption Scheme based on Pseudo-orbit of Chaotic Map

    Article • September 2019, Comissao Especial de Informatica na Educacao

    Dr. Erivelton Geraldo Nepomuceno

  119. The Usage of Julia Programming in Grounding Grids Simulations : An alternative to MATLAB and Python

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Full Professor Marco Aurélio Oliveira Schroeder, Dr. Erivelton Geraldo Nepomuceno

  120. Optimal Estimation of Wavelet Decomposition Level for a Matching Pursuit Algorithm

    Article • Entropy, August 2019, MDPI AG

    Dr Dmitrii Kaplun, Dr. Erivelton Geraldo Nepomuceno

  121. Tuning of reinforcement learning parameters applied to SOP using the Scott–Knott method

    Article • Soft Computing, July 2019, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  122. Soft Computing Simulations of Chaotic Systems

    Article • International Journal of Bifurcation and Chaos, July 2019, World Scientific Pub Co Pte Lt

    Dr. Erivelton Geraldo Nepomuceno

  123. Image encryption based on the pseudo-orbits from 1D chaotic map

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, June 2019, American Institute of Physics

    Dr. Erivelton Geraldo Nepomuceno

  124. Image encryption using finite-precision error

    Article • Chaos Solitons & Fractals, June 2019, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  125. Computational chaos in complex networks

    Article • Journal of Complex Networks, April 2019, Oxford University Press (OUP)

    Dr. Erivelton Geraldo Nepomuceno

  126. The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems

    Article • Entropy, April 2019, MDPI AG

    Dr Dmitrii Kaplun, Dr. Erivelton Geraldo Nepomuceno

  127. A novel method for structure selection of the Recurrent Random Neural Network using multiobjective optimisation

    Article • Applied Soft Computing, March 2019, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  128. Minimal digital chaotic system

    Article • Chaos Solitons & Fractals, March 2019, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  129. Comparação entre diferentes softwares em um projeto de controle Fuzzy aplicado a uma cadeira de rodas motorizada

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  130. Control of Hysteretic Systems Through an Analytical Inverse Compensation Based on a NARX Model

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  131. Cálculo do maior expoente de Lyapunov usando estimador recursivo com fator variável

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  132. Detecção de Fadiga Muscular Utilizando Modulação Variável de Fluxo de Bits e Correlação Cruzada de Sinais Eletromiográficos

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  133. Estimação de Parâmetros do Aprendizado por Reforço para o Problema de Planejamento de Rotas com Reabastecimento

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  134. Identificação de Sistemas Não Lineares Utilizando o Algoritmo Híbrido e Binário de Otimização por Enxame de Partículas e Busca Gravitacional

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  135. Influence of Contact Network Topology on the Spread of Tuberculosis

    Article • January 2019, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  136. Reprodutibilidade na Simulação de um Circuito Caótico

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  137. Simplificação da representação digital do mapa tenda por meio de ponto fixo polarizado

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  138. Validação de modelos de sistemas econômicos baseado na tendência

    Article • January 2019, Galoa Events Proceedings

    Dr. Erivelton Geraldo Nepomuceno

  139. Avoiding Pitfalls In Periodic Orbits of Maps With A Piecewise Approach

    Article • November 2018, Science Trends

    Dr. Erivelton Geraldo Nepomuceno

  140. Interval computing periodic orbits of maps using a piecewise approach

    Article • Applied Mathematics and Computation, November 2018, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  141. A Prototype for Monitoring Railway Vehicle Dynamics Using Inertial Measurement Units

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  142. Graphical interface as a teaching aid for nonlinear dynamical systems

    Article • European Journal of Physics, September 2018, Institute of Physics Publishing

    Dr. Erivelton Geraldo Nepomuceno

  143. Detecting unreliable computer simulations of recursive functions with interval extensions

    Article • Applied Mathematics and Computation, July 2018, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  144. Computation of the largest positive Lyapunov exponent using rounding mode and recursive least square algorithm

    Article • Chaos Solitons & Fractals, July 2018, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  145. The lower bound error as an auxiliary technique to select the integration step-size in the simulation of chaotic systems

    Article • Learning and Nonlinear Models, June 2018, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr. Erivelton Geraldo Nepomuceno

  146. Exploiting the rounding mode of floating-point in the simulation of Chua’s circuit

    Article • The interdisciplinary journal of Discontinuity Nonlinearity and Complexity, June 2018, L&H Scientific Publishing, LLC

    Dr. Erivelton Geraldo Nepomuceno

  147. Using Different Interval Extensions to Increase the Accuracy of the Exact Solution on Recursive Functions

    Article • The interdisciplinary journal of Discontinuity Nonlinearity and Complexity, June 2018, L&H Scientific Publishing, LLC

    Dr. Erivelton Geraldo Nepomuceno

  148. Individual-based modelling and control of bovine brucellosis

    Article • Royal Society Open Science, May 2018, Royal Society Publishing

    Dr. Erivelton Geraldo Nepomuceno

  149. Structure selection based on interval predictor model for recovering static nonlinearities from chaotic data

    Article • IET Control Theory and Applications, April 2018, the Institution of Engineering and Technology (the IET)

    Dr. Erivelton Geraldo Nepomuceno

  150. A smooth-piecewise model to the Cord Attractor

    Article • Chaos Solitons & Fractals, April 2018, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  151. Inconsistencies in Numerical Simulations of Dynamical Systems Using Interval Arithmetic

    Article • International Journal of Bifurcation and Chaos, April 2018, World Scientific Pub Co Pte Lt

    Dr. Erivelton Geraldo Nepomuceno

  152. A Response Surface Model Approach to Parameter Estimation of Reinforcement Learning for the Travelling Salesman Problem

    Article • Journal of Control Automation and Electrical Systems, March 2018, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  153. Reducing vaccination level to eradicate a disease by means of a mixed control with isolation

    Article • Biomedical Signal Processing and Control, February 2018, Elsevier

    Dr. Erivelton Geraldo Nepomuceno, Luis Aguirre

  154. On the Use of Interval Extensions to Estimate the Largest Lyapunov Exponent from Chaotic Data

    Article • Mathematical Problems in Engineering, January 2018, Hindawi Publishing Corporation

    Dr. Erivelton Geraldo Nepomuceno

  155. INTERVAL SIMULATION OF NARMAX MODELS BASED ON COMPUTER ARITHMETIC

    Article • January 2018, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  156. ANÁLISE DA DECIMAÇÃO NO PROCESSAMENTO DE SINAIS DE CORRENTE PARA DETECÇÃO DE BARRAS QUEBRADAS EM MOTORES DE INDUÇÃO

    Article • January 2018, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  157. Comparação do erro computacional em simulação de um sistema caótico em dispositivos ARM e Intel

    Article • January 2018, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  158. Influence of Sampling Rate and Discretization Methods in the Parameter Identification of Systems with Hysteresis

    Article • Journal of Applied Nonlinear Dynamics, December 2017, L&H Scientific Publishing, LLC

    Dr. Erivelton Geraldo Nepomuceno

  159. Análise da definição de parâmetros do aprendizado por reforço no desempenho de um manipulador robótico

    Article • ForScience, November 2017, ForScience: Revista Cientifica do IFMG

    Dr. Erivelton Geraldo Nepomuceno

  160. Análise do desempenho do aprendizado por reforço na solução do problema da mochila multidimensional

    Article • Revista Brasileira de Computação Aplicada, October 2017, UPF Editora

    Dr. Erivelton Geraldo Nepomuceno

  161. Evaluating the reproducibility of multiagent systems

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  162. A visual chaotic system simulation in Arduino platform controlled by Android app

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  163. On the analysis of pseudo-orbits of continuous chaotic nonlinear systems simulated using discretization schemes in a digital computer

    Article • Chaos Solitons & Fractals, February 2017, Elsevier

    Dr. Erivelton Geraldo Nepomuceno

  164. On the lower bound error for discrete maps using associative property

    Article • Systems Science & Control Engineering, January 2017, Taylor & Francis

    Dr. Erivelton Geraldo Nepomuceno

  165. A Very Simple Method to Calculate the (Positive) Largest Lyapunov Exponent Using Interval Extensions

    Article • International Journal of Bifurcation and Chaos, December 2016, World Scientific Pub Co Pte Lt

    Dr. Erivelton Geraldo Nepomuceno

  166. A model validation scale based on multiple indices

    Article • Archiv für Elektrotechnik, September 2016, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno, Professor Danton Diego Ferreira

  167. 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

    Article • Revista Brasileira de Computação Aplicada, September 2016, UPF Editora

    Dr. Erivelton Geraldo Nepomuceno

  168. Uso da Computação Por Intervalos para Cálculo de Ponto Fixo de um Mapa Discreto

    Article • August 2016, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  169. Análise de Bifurcações em Um Modelo Discreto do Câncer

    Article • August 2016, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  170. Considerações sobre a Condição Inicial na Construção do Diagrama de Bifurcação para o Mapa Logı́stico

    Article • August 2016, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  171. A Pedagogical Method For Teaching Diode's Characteristic Curves

    Article • IEEE Latin America Transactions, August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  172. Definição de um Coeficiente de Transmissão na Análise do Fluxo de Informação em Redes Complexas

    Article • March 2016, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr. Erivelton Geraldo Nepomuceno

  173. Análise do Aprendizado por Reforço Aplicado a Otimização em Tomadas de Decisões Multiagente

    Article • March 2016, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr. Erivelton Geraldo Nepomuceno

  174. Numerical Imprecision and its Impact on Discrete Systems as Logistic Map

    Article • January 2016, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  175. Revisiting Hammel et al. (1987): Does the shadowing property hold for modern computers?

    Article • January 2016, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  176. SIMULATION OF CHUA'S CIRCUIT BY MEANS OF INTERVAL ANALYSIS

    Article • January 2016, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  177. SIMULATION OF RECURSIVE FUNCTIONS BY MEANS OF INTERVAL ANALYSIS AND PSEUDO-ORBITS

    Article • January 2016, SWGE Sistemas

    Dr. Erivelton Geraldo Nepomuceno

  178. A lower bound error for free-run simulation of the polynomial NARMAX

    Article • Systems Science & Control Engineering, January 2016, Taylor & Francis

    Dr. Erivelton Geraldo Nepomuceno

  179. Convergence of recursive functions on computers

    Article • The Journal of Engineering, October 2014, the Institution of Engineering and Technology (the IET)

    Dr. Erivelton Geraldo Nepomuceno

  180. Heuristic to tune the compensation gain of modeling uncertainties through the robust multi inversion

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  181. Self-Governance by Transfiguration: From Learning to Prescription Changes

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  182. Automation of the process for accessing lip forces

    Article • Journal of the Brazilian Society of Mechanical Sciences and Engineering, May 2014, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  183. Multiobjective learning in the random neural network

    Article • International Journal of Advanced Intelligence Paradigms, January 2014, Inderscience Publishers

    Dr. Erivelton Geraldo Nepomuceno

  184. Modelos compartimentais investigados por processos estocásticos

    Article • October 2013, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  185. Análise de estabilidade e controle de doenças infecciosas por meio de modelo compartimental

    Article • October 2013, Brazilian Society for Computational and Applied Mathematics (SBMAC)

    Dr. Erivelton Geraldo Nepomuceno

  186. Improved Structure Detection For Polynomial NARX Models Using a Multiobjective Error Reduction Ratio

    Article • Journal of Control Automation and Electrical Systems, September 2013, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  187. Robust D-stabilization with minimization of the ‛∞-guaranteed cost for uncertain discrete-time systems with multiple delays in the state

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Erivelton Geraldo Nepomuceno

  188. Multiobjective parameter estimation for non-linear systems: affine information and least-squares formulation

    Article • International Journal of Control, June 2007, Taylor & Francis

    Dr. Ricardo H. C. Takahashi, Dr. Erivelton Geraldo Nepomuceno, Luis Aguirre

  189. Application of Genetic Programming for Fine Tuning PID Controller Parameters Designed Through Ziegler-Nichols Technique

    Article • January 2005, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno

  190. Multiobjective nonlinear system identification: a case study with thyristor controlled series capacitor (TCSC)

    Article • International Journal of Systems Science, July 2004, Taylor & Francis

    Dr. Ricardo H. C. Takahashi, Dr. Erivelton Geraldo Nepomuceno, Luis Aguirre

  191. Branching and Self‐Organization in Marine Modular Colonial Organisms: A Model

    Article • The American Naturalist, March 2004, University of Chicago Press

    Dr. Erivelton Geraldo Nepomuceno

  192. NONLINEAR IDENTIFICATION USING PRIOR KNOWLEDGE OF FIXED POINTS: A MULTIOBJECTIVE APPROACH

    Article • International Journal of Bifurcation and Chaos, May 2003, World Scientific Pub Co Pte Lt

    Dr. Erivelton Geraldo Nepomuceno, Luis Aguirre

  193. A heuristic approach to robust control design for power systems with several FACTS devices

    Article • International Journal of Electrical Power & Energy Systems, January 2003, Elsevier

    Dr. Erivelton Geraldo Nepomuceno