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Leandro dos Santos Coelho

Leandro dos Santos Coelho

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Computer Science
Brazil
2026

D-Index & Metrics

Computer Science

D-Index
77
Citations
21178
World Ranking
1289
National Ranking
3

Research.com Recognitions

  • 2026 - Research.com Computer Science in Brazil Leader Award
  • 2025 - Research.com Computer Science in Brazil Leader Award
  • 2023 - Research.com Computer Science in Brazil Leader Award
  • 2022 - Research.com Computer Science in Brazil Leader Award

Overview

Leandro dos Santos Coelho is affiliated with the Federal University of Paraná in Brazil. Their research primarily spans the fields of Engineering and Computer Science, with a significant focus on various subfields including Artificial Intelligence, Electrical and Electronic Engineering, Control and Systems Engineering, Management Science and Operations Research, and Mechanical Engineering.

The scientist's work covers several key topics, particularly in Energy Load and Power Forecasting, Metaheuristic Optimization Algorithms Research, and Grey System Theory Applications. Other notable topics include Evolutionary Algorithms and Applications, Fault Detection and Control Systems, Machine Fault Diagnosis Techniques, and Anomaly Detection Techniques and Applications.

Among their recent scholarly contributions are the following papers:

  • Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil (2020, Chaos Solitons & Fractals)
  • Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network (2020, Energy Conversion and Management)
  • A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting (2020, Energy)
  • Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting (2021, International Journal of Electrical Power & Energy Systems)
  • Optimized hybrid ensemble learning approaches applied to very short-term load forecasting (2023, International Journal of Electrical Power & Energy Systems)

Frequent co-authors collaborating with them include:

  • Viviana Cocco Mariani
  • Laio Oriel Seman
  • Stéfano Frizzo Stefenon
  • Matheus Henrique Dal Molin Ribeiro
  • Ramon Gomes da Silva

Their work is commonly published in several venues, with multiple publications in:

  • Sensors
  • Energy
  • International Journal of Electrical Power & Energy Systems
  • SSRN Electronic Journal
  • Proceedings of the 26th International Congress of Mechanical Engineering

Best Publications

  • Multi-objective grey wolf optimizer

    Seyedali Mirjalili;Shahrzad Saremi;Seyed Mohammad Mirjalili;Leandro dos S. Coelho

  • Elephant Herding Optimization

    Gai-Ge Wang;Suash Deb;Leandro dos S. Coelho

  • Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems

    Leandro dos Santos Coelho

  • Coyote Optimization Algorithm: A New Metaheuristic for Global Optimization Problems

    Juliano Pierezan;Leandro Dos Santos Coelho

  • Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

    Matheus Henrique Dal Molin Ribeiro;Matheus Henrique Dal Molin Ribeiro;Leandro dos Santos Coelho;Leandro dos Santos Coelho

  • Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil.

    Matheus Henrique Dal Molin Ribeiro;Matheus Henrique Dal Molin Ribeiro;Ramon Gomes da Silva;Viviana Cocco Mariani;Viviana Cocco Mariani;Leandro dos Santos Coelho;Leandro dos Santos Coelho

  • Coevolutionary Particle Swarm Optimization Using Gaussian Distribution for Solving Constrained Optimization Problems

    R.A. Krohling;L. dos Santos Coelho

  • Solving economic load dispatch problems in power systems using chaotic and Gaussian particle swarm optimization approaches

    Leandro dos Santos Coelho;Chu-Sheng Lee

  • A new metaheuristic optimisation algorithm motivated by elephant herding behaviour

    Gai-Ge Wang;Suash Deb;Xiao-Zhi Gao;Leandro Dos Santos Coelho

  • Earthworm optimisation algorithm: a bio-inspired metaheuristic algorithm for global optimisation problems

    Gai Ge Wang;Suash Deb;Leandro Dos Santos Coelho

  • A quantum particle swarm optimizer with chaotic mutation operator

    Leandro dos Santos Coelho

  • Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator

    Helon Vicente Hultmann Ayala;Leandro dos Santos Coelho

  • Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization

    Leandro dos Santos Coelho;Viviana Cocco Mariani

  • An efficient particle swarm approach for mixed-integer programming in reliability–redundancy optimization applications

    Leandro dos Santos Coelho

  • An improved harmony search algorithm for power economic load dispatch

    Leandro dos Santos Coelho;Viviana Cocco Mariani

  • Tuning of PID controller for an automatic regulator voltage system using chaotic optimization approach

    Leandro dos Santos Coelho

  • Bat-Inspired Optimization Approach for the Brushless DC Wheel Motor Problem

    T. C. Bora;L. S. Coelho;L. Lebensztajn

  • Binary optimization using hybrid particle swarm optimization and gravitational search algorithm

    Seyedali Mirjalili;Gai-Ge Wang;Leandro Dos Coelho

  • A novel framework for optimization of a grid independent hybrid renewable energy system: A case study of Iran

    Alireza Askarzadeh;Leandro dos Santos Coelho;Leandro dos Santos Coelho

  • Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network

    Sinvaldo Rodrigues Moreno;Sinvaldo Rodrigues Moreno;Ramon Gomes da Silva;Viviana Cocco Mariani;Viviana Cocco Mariani;Leandro dos Santos Coelho;Leandro dos Santos Coelho

  • A novel chaotic particle swarm optimization approach using Hénon map and implicit filtering local search for economic load dispatch

    Leandro dos Santos Coelho;Viviana Cocco Mariani

Frequent Co-Authors

Viviana Cocco Mariani
Viviana Cocco Mariani Pontifícia Universidade Católica do Paraná
Alireza Askarzadeh
Alireza Askarzadeh Graduate University of Advanced Technology
Julian Togelius
Julian Togelius New York University
Suash Deb
Suash Deb C. V. Raman Global University
Gai-Ge Wang
Gai-Ge Wang Ocean University of China
Micky Rakotondrabe
Micky Rakotondrabe Centre national de la recherche scientifique, CNRS
Renato A. Krohling
Renato A. Krohling Universidade Federal do Espírito Santo
Sotirios K. Goudos
Sotirios K. Goudos Aristotle University of Thessaloniki
Mo Jamshidi
Mo Jamshidi The University of Texas at San Antonio
Luis A. Aguirre
Luis A. Aguirre Universidade Federal de Minas Gerais

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