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ORCIDOL2A 2021: Bragança, Portugal
- Ana I. Pereira
, Florbela P. Fernandes, João Paulo Coelho, João Paulo Teixeira, Maria F. Pacheco, Paulo Alves, Rui Pedro Lopes:
Optimization, Learning Algorithms and Applications - First International Conference, OL2A 2021, Bragança, Portugal, July 19-21, 2021, Revised Selected Papers. Communications in Computer and Information Science 1488, Springer 2021, ISBN 978-3-030-91884-2
Optimization Theory
- Laires A. Lima, Ana I. Pereira, Clara B. Vaz, Olga Ferreira, Márcio Carocho, Lillian Barros:
Dynamic Response Surface Method Combined with Genetic Algorithm to Optimize Extraction Process Problem. 3-14 - Leonardo Araújo, Maria F. Pacheco, José Rufino, Florbela P. Fernandes:
Towards a High-Performance Implementation of the MCSFilter Optimization Algorithm. 15-30 - Marie-Ange Dahito, Laurent Genest, Alessandro Maddaloni, José Neto:
On the Performance of the ORTHOMADS Algorithm on Continuous and Mixed-Integer Optimization Problems. 31-47 - Thomas Nordli, Noureddine Bouhmala:
A Look-Ahead Based Meta-heuristics for Optimizing Continuous Optimization Problems. 48-55 - Hannu Rummukainen:
Inverse Optimization for Warehouse Management. 56-71 - Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin:
Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models. 72-85 - Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
A Simple Clustering Algorithm Based on Weighted Expected Distances. 86-101 - José Baptista, Filipe Lima, Adelaide Cerveira:
Optimization of Wind Turbines Placement in Offshore Wind Farms: Wake Effects Concerns. 102-109 - João Casanova, José Lima, Paulo Costa:
A Simulation Tool for Optimizing a 3D Spray Painting System. 110-122 - Joana Fernandes, Pedro Henrique Borghi, Diamantino Silva Freitas, João Paulo Teixeira:
Optimization of Glottal Onset Peak Detection Algorithm for Accurate Jitter Measurement. 123-137 - João Braun, José Lima, Ana I. Pereira, Cláudia Rocha, Paulo Costa:
Searching the Optimal Parameters of a 3D Scanner Through Particle Swarm Optimization. 138-152 - Yahia Amoura, Ângela Paula Ferreira, José Lima, Ana I. Pereira:
Optimal Sizing of a Hybrid Energy System Based on Renewable Energy Using Evolutionary Optimization Algorithms. 153-168
Robotics
- Hugo Mendonça, José Lima, Paulo Costa, António Paulo Moreira, Filipe Neves dos Santos:
Human Detector Smart Sensor for Autonomous Disinfection Mobile Robot. 171-186 - Diogo Matos, Pedro Costa, José Lima, António Valente:
Multiple Mobile Robots Scheduling Based on Simulated Annealing Algorithm. 187-202 - Ana Cruz, Diogo Matos, José Lima, Paulo Costa, Pedro Costa:
Multi AGV Industrial Supervisory System. 203-218 - Arezki Abderrahim Chellal, José Lima, José Gonçalves, Hicham Megnafi:
Dual Coulomb Counting Extended Kalman Filter for Battery SOC Determination. 219-234 - Sílvia Faria, José Lima, Paulo Costa:
Sensor Fusion for Mobile Robot Localization Using Extended Kalman Filter, UWB ToF and ArUco Markers. 235-250 - Natanael Magno Gomes, Felipe N. Martins, José Lima, Heinrich Wörtche:
Deep Reinforcement Learning Applied to a Robotic Pick-and-Place Application. 251-265
Measurements with the Internet of Things
- Matheus Zorawski Silva, Thadeu Brito, José Castro, João Paulo Castro, Marina Castro, José Lima:
An IoT Approach for Animals Tracking. 269-280 - Thadeu Brito, Matheus Zorawski Silva, João Mendes, Beatriz Flamia Azevedo, Ana I. Pereira, José Lima, Paulo Costa:
Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol. 281-293 - André Mendes, Miguel Díaz-Cacho:
Indoor Location Estimation Based on Diffused Beacon Network. 294-308 - Rui Fernandes, José Barbosa:
SMACovid-19 - Autonomous Monitoring System for Covid-19. 309-316
Optimization in Control Systems Design
- Artur M. C. Brito da Cruz, Helena Sofia Rodrigues:
Economic Burden of Personal Protective Strategies for Dengue Disease: an Optimal Control Approach. 319-335 - Zornitsa Yordanova:
ERP Business Speed - A Measuring Framework. 336-344 - João Paulo Coelho, Manuel Braz-César, José Gonçalves:
BELBIC Based Step-Down Controller Design Using PSO. 345-356 - Tiago Couto, Pedro Costa, Pedro Malaca, Daniel Marques, Pedro Tavares:
Robotic Welding Optimization Using A* Parallel Path Planning. 357-364
Deep Learning
- Willian Oliveira Pires, Ricardo Corso Fernandes, Pedro Luiz de Paula Filho, Arnaldo Cândido Júnior, João Paulo Teixeira:
Leaf-Based Species Recognition Using Convolutional Neural Networks. 367-380 - Fernando C. Monteiro, Cristina M. Pinto, José Rufino:
Deep Learning Recognition of a Large Number of Pollen Grain Types. 381-392 - Daniel Adorno Gomes, Maria Sofia Alves-Pimenta, Mário Ginja, Vítor Filipe:
Predicting Canine Hip Dysplasia in X-Ray Images Using Deep Learning. 393-400 - André Mendes:
Convergence of the Reinforcement Learning Mechanism Applied to the Channel Detection Sequence Problem. 401-416 - Tiago Franco, Pedro Rangel Henriques, Paulo Alves, Maria João Varanda Pereira:
Approaches to Classify Knee Osteoarthritis Using Biomechanical Data. 417-429 - Matheus F. Ferraz, Luciano Bonzatto Junior, Aroldo S. K. Komori, Lucas Coradin Rech, Guilherme H. T. Schneider, Guido S. Berger, Álvaro Rogério Cantieri, José Lima, Marco A. Wehrmeister:
Artificial Intelligence Architecture Based on Planar LiDAR Scan Data to Detect Energy Pylon Structures in a UAV Autonomous Detailed Inspection Process. 430-443
Data Visualization and Virtual Reality
- Matheus Talacio, Gustavo Silva Funchal, Victória Melo, Luis Piardi, Marcos Vallim, Paulo Leitão:
Machine Vision to Empower an Intelligent Personal Assistant for Assembly Tasks. 447-462 - Kenedy P. Cabanga, Edmilson V. Soares, Lucas C. Viveiros, Estefânia Gonçalves, Ivone Fachada, José Lima, Ana I. Pereira:
Smart River Platform - River Quality Monitoring and Environmental Awareness. 463-474
Health Informatics
- Miguel Rocha e Costa, Felipe Teixeira, João Paulo Teixeira:
Analysis of the Middle and Long Latency ERP Components in Schizophrenia. 477-491 - Ana Rita Antunes, Marina A. Matos, Lino A. Costa, Ana Maria A. C. Rocha, Ana Cristina Braga:
Feature Selection Optimization for Breast Cancer Diagnosis. 492-506 - Beatriz Flamia Azevedo, Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira:
Cluster Analysis for Breast Cancer Patterns Identification. 507-514 - Arezki Abderrahim Chellal, José Lima, Florbela P. Fernandes, José Gonçalves, Maria F. Pacheco, Fernando C. Monteiro:
Overview of Robotic Based System for Rehabilitation and Healthcare. 515-530 - Filipe J. A. Vaz, Clara B. Vaz, Luís C. D. Cadinha:
Understanding Health Care Access in Higher Education Students. 531-539 - Richard Adolph Aires Jonker, Roshan Poudel, Tiago Pedrosa, Rui Pedro Lopes:
Using Natural Language Processing for Phishing Detection. 540-552
Data Analysis
- Sarah B. Gruetzmacher, Clara B. Vaz, Ângela Paula Ferreira:
A Panel Data Analysis of the Electric Mobility Deployment in the European Union. 555-570 - Inês P. Sena, João Braun, Ana I. Pereira:
Data Analysis of Workplace Accidents - A Case Study. 571-586 - Gilberto A. Neves, Catarina S. Nunes, Paula Odete Fernandes:
Application of Benford's Law to the Tourism Demand: The Case of the Island of Sal, Cape Verde. 587-598 - Ana Rita Vasconcelos, Ângela Silva, Helena Sofia Rodrigues:
Volunteering Motivations in Humanitarian Logistics: A Case Study in the Food Bank of Viana do Castelo. 599-616 - Inês P. Sena, Florbela P. Fernandes, Maria F. Pacheco, Abel A. C. Pires, Jaime P. Maia, Ana I. Pereira:
Occupational Behaviour Study in the Retail Sector. 617-629 - Rafael Oliveira, João P. Almeida, Isabel Praça, Rui Pedro Lopes, Tiago Pedrosa:
A Scalable, Real-Time Packet Capturing Solution. 630-637
Trends in Engineering Education
- Zornitsa Yordanova:
Assessing Gamification Effectiveness in Education Through Analytics. 641-648 - José Augusto Carvalho, André C. Mendes, Thadeu Brito, José Lima:
Real Airplane Cockpit Development Applied to Engineering Education: A Project Based Learning Approach. 649-656 - Francisco Pedro, José Cascalho, Paulo Medeiros, Paulo Novo, Matthias Funk, Alberto Ramos, Armando B. Mendes, José Lima:
Azbot-1C: An Educational Robot Prototype for Learning Mathematical Concepts. 657-669 - José Augusto Carvalho, André C. Mendes, Thadeu Brito, José Lima:
Towards Distance Teaching: A Remote Laboratory Approach for Modbus and IoT Experiencing. 670-677 - Leonardo Breno Pessoa da Silva, Bernado Perrota Barreto, Joseane Pontes, Fernanda Tavares Treinta, Luis Mauricio Martins de Resende, Rui Tadashi Yoshino:
Evaluation of Soft Skills Through Educational Testbed 4.0. 678-690 - Beatriz Flamia Azevedo, Yahia Amoura, Gauhar Kantayeva, Maria F. Pacheco, Ana I. Pereira, Florbela P. Fernandes:
Collaborative Learning Platform Using Learning Optimized Algorithms. 691-702
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