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Ramiro Barbosa

Professor

Polytechnic Institute of Porto

Portugal

Research Interests

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About

Professor Ramiro Barbosa is a faculty member at the Institute of Engineering of Porto, Portugal. His research interests encompass machine learning applications in various domains including sports analytics, robotics, and financial market predictions. He has contributed to numerous publications on topics such as adaptive robotic grasping, optimization of photovoltaic systems, and smart grid communication technologies.

Articles (18)

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2026

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2023

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2023

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2021

Collaborators (2)

Filipe Pereira

Professor Auxiliar Convidado

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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André Dias

Professor Adjunto

Polytechnic Institute of Porto

PORTUGAL

View details

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Ramiro Barbosa

Research Interests

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About

Articles (18)

Interoperability in Industrial Robotics: A Literature Review and Conceptual Path Toward a Universal Robot Protocol

Reinforcement Learning for Integrated MPPT and Battery Management in Photovoltaic Systems: A Systematic Review

Robotic Arm Control Using a Q-Learning Reinforcement Algorithm

Deep Learning Approaches for Brain Tumor Classification in MRI Scans: An Analysis of Model Interpretability

Machine Learning for Basketball Game Outcomes: NBA and WNBA Leagues

Deep Reinforcement Learning for Adaptive Robotic Grasping and Post-Grasp Manipulation in Simulated Dynamic Environments

Comparison of Classical and Artificial Intelligence Algorithms to the Optimization of Photovoltaic Panels Using MPPT

Control of a Mobile Line-Following Robot Using Neural Networks

An Educational Robotics Competition – The Robotics@ISEP Open Experience

Application of MPPT Techniques Using Intelligent and Conventional Control Strategies

Deep Learning in Automated Tests for the Automotive Industry

Human Activity Recognition Using Neural Networks

Improved Fuzzy Incremental Conductance MPPT Algorithm for a Photovoltaic System

Stock Price Prediction in the Financial Market Using Machine Learning Models

Short-Term Forecast of Photovoltaic Solar Energy Production Using LSTM

SMART GRID SYSTEM PROTOTYPE MODEL WITH LPWAN NETWORK FOR COMMUNICATION

Special Issue on Algorithms for PID Controllers 2021

Experiments with neural networks in the identification and control of a magnetic levitation system using a low-cost platform

Collaborators (2)

Filipe Pereira

André Dias

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