93 results on '"João M. C. Sousa"'
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2. Dual Resource Flexible Job Shop Scheduling Problems: The xBTF Algorithm.
3. Forced Periodic Optimal Scheduling Policy for Graph Reinforcement Learning.
4. Identifying the Determinants of Infant and Youth Mortality in Portugal: a Machine Learning Approach.
5. Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets.
6. Ontological framework for high-level task replanning for autonomous robotic systems.
7. The Use of Semantic Knowledge in Task Planning for Robotic Agents, Minimising Human Error.
8. Minimizing total completion time in large-sized pharmaceutical quality control scheduling.
9. First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks.
10. Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms.
11. Ontological Framework to Improve Motion Planning of Manipulative Agents through Semantic Knowledge-Based Reasoning.
12. Augmented Reality Techology in a Pharmaceutical Industry Prototype.
13. Encoder-Decoder Neural Network Architecture for solving Job Shop Scheduling Problems using Reinforcement Learning.
14. A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity.
15. Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems.
16. Solving Dynamic Delivery Services Using Ant Colony Optimization.
17. Multi-agent system for dynamic scheduling.
18. A novel framework to improve motion planning of robotic systems through semantic knowledge-based reasoning.
19. Agent-based hybrid tabu-search heuristic for dynamic scheduling.
20. Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU.
21. An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs.
22. Pharmaceutical quality control laboratory digital twin - A novel governance model for resource planning and scheduling.
23. Fuzzy Classification of Bariatric Post-surgery Effectiveness.
24. Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI.
25. Integration of industrial IoT architectures for dynamic scheduling.
26. Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry.
27. Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning.
28. Multistage modeling for the classification of numerical and categorical datasets.
29. Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling.
30. Seasonal Clustering of Residential Natural Gas Consumers.
31. Estimation and Characterization of Activity Duration in Business Processes.
32. Fuzzy Modeling Based on Mixed Fuzzy Clustering for Multivariate Time Series of Unequal Lengths.
33. Optimizing probabilistic fuzzy systems for classification using metaheuristics.
34. Fuzzy modeling to predict short and long-term mortality among patients with Acute Kidney Injury.
35. Analysis of residential natural gas consumers using fuzzy c-means clustering.
36. Analysis of probabilistic fuzzy systems' parameters in conditional density estimation.
37. Nonlinear economic model predictive control strategy for active smart buildings.
38. GA-ANN Short-Term Electricity Load Forecasting.
39. Analysing the segmentation of energy consumers using mixed fuzzy clustering.
40. Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications.
41. Ensemble fuzzy models in personalized medicine: Application to vasopressors administration.
42. Mortality prediction of septic shock patients using probabilistic fuzzy systems.
43. Simulation and model sensitivity analisys of a wind turbine tower manufacturing plant.
44. Multimodeling for the prediction of patient readmissions in Intensive Care Units.
45. Binary Fish School Search applied to feature selection: Application to ICU readmissions.
46. Optimization of power flow with energy storage using genetic algorithms.
47. Metaheuristics for the 3D bin packing problem in the steel industry.
48. Data mining and modeling to predict the necessity of vasopressors for ICU patients.
49. Predicting intensive care unit readmissions using probabilistic fuzzy systems.
50. A decision support system for ICU readmissions prevention.
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