A middleware platform for intelligent automation: An industrial prototype implementation T Coito, MSE Martins, JL Viegas, B Firme, J Figueiredo, SM Vieira, ... Computers in industry 123, 103329, 2020 | 71 | 2020 |
Intelligent sensors for real-Time decision-making T Coito, B Firme, MSE Martins, SM Vieira, J Figueiredo, JMC Sousa Automation 2 (2), 62-82, 2021 | 43 | 2021 |
A novel framework for intelligent automation T Coito, JL Viegas, MSE Martins, MM Cunha, J Figueiredo, SM Vieira, ... IFAC-PapersOnLine 52 (13), 1825-1830, 2019 | 43 | 2019 |
Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning A Bertolini, MSE Martins, SM Vieira, JMC Sousa Expert Systems with Applications 201, 116995, 2022 | 28 | 2022 |
Assessing the impact of automation in pharmaceutical quality control labs using a digital twin T Coito, MSE Martins, B Firme, J Figueiredo, SM Vieira, JMC Sousa Journal of Manufacturing Systems 62, 270-285, 2022 | 25 | 2022 |
Digital twin of a flexible manufacturing system for solutions preparation T Coito, P Faria, MSE Martins, B Firme, SM Vieira, J Figueiredo, ... Automation 3 (1), 153-175, 2022 | 19 | 2022 |
Integration of industrial IoT architectures for dynamic scheduling T Coito, B Firme, MSE Martins, A Costigliola, R Lucas, J Figueiredo, ... Computers & Industrial Engineering 171, 108387, 2022 | 18 | 2022 |
Dual resource constrained scheduling for quality control laboratories MM Cunha, JL Viegas, MSE Martins, T Coito, A Costigliola, J Figueiredo, ... IFAC-PapersOnLine 52 (13), 1421-1426, 2019 | 18 | 2019 |
The impact of intelligent automation in internal supply chains T Coito, JL Viegas, MSE Martins, B Firme, J Figueiredo, SM Vieira, ... International Journal of Integrated Supply Management 14 (1), 1-27, 2021 | 14 | 2021 |
Reinforcement learning for dual-resource constrained scheduling MSE Martins, JL Viegas, T Coito, BM Firme, JMC Sousa, J Figueiredo, ... IFAC-PapersOnLine 53 (2), 10810-10815, 2020 | 14 | 2020 |
Encoder-decoder neural network architecture for solving job shop scheduling problems using reinforcement learning R Magalhães, M Martins, S Vieira, F Santos, J Sousa 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-08, 2021 | 13 | 2021 |
Minimizing total completion time in large-sized pharmaceutical quality control scheduling MSE Martins, JL Viegas, T Coito, B Firme, A Costigliola, J Figueiredo, ... Journal of Heuristics 29 (1), 177-206, 2023 | 10 | 2023 |
Artificial bee colony algorithm applied to dynamic flexible job shop problems IC Ferreira, B Firme, MSE Martins, T Coito, J Viegas, J Figueiredo, ... International Conference on Information Processing and Management of …, 2020 | 7 | 2020 |
Multi-agent system for dynamic scheduling B Firme, G Lopes, MSE Martins, T Coito, J Viegas, JMC Sousa, JCP Reis, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 6 | 2020 |
Divide-and-conquer initialization and mutation operators for the large-scale mixed Capacitated Arc Routing Problem DF Oliveira, MSE Martins, JMC Sousa, SM Vieira, JR Figueira European Journal of Operational Research 321 (2), 383-396, 2025 | | 2025 |
A Systematic Review on Reinforcement Learning for Industrial Combinatorial Optimization Problems MSE Martins, J Sousa, S Vieira Applied Sciences 15 (3), 1211, 2025 | | 2025 |
Forced Periodic Optimal Scheduling Policy for Graph Reinforcement Learning MSE Martins, S Vieira, JMC Sousa International Conference on Information Processing and Management of …, 2024 | | 2024 |
Towards Sustainable Inventory Management: A Many-Objective Approach to Stock Optimization in Multi-Storage Supply Chains JAM Santos, MSE Martins, RM Pinto, SM Vieira Algorithms 17 (6), 271, 2024 | | 2024 |
Minimizing total completion time in large-sized pharmaceutical quality control scheduling J Figueiredo, M Martins, J Viegas, T Coito, B Firme, A Costigliola, S Vieira, ... Journal of Heuristics; Springer, 2023 | | 2023 |
Solving Dynamic Delivery Services Using Ant Colony Optimization MSE Martins, T Coito, B Firme, J Viegas, JMC Sousa, J Figueiredo, ... International Conference on Information Processing and Management of …, 2020 | | 2020 |