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Joao Reis. Attends the Mestrado in Mestrado Integrado em Engenharia Informática e Computação by Universidade do Porto since 2007. Is Researcher in Universidade do Porto Centro de Investigação em Sistemas e Tecnologias. Published 2 articles in journals. Has 1 section(s) of books. Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics with emphasis on Robotics and Automatic Control. In their professional activities interacted with 31 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Robotics; Automation; Control; Machine Learning; Artificial Intelligence; .
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Identification

Personal identification

Full name
João Pedro Correia dos Reis

Citation names

  • Reis, João Pedro Correia dos

Author identifiers

Ciência ID
9C11-5309-43A1
ORCID iD
0000-0002-1986-8366

Telephones

Mobile phone
  • (+351) 917983448 (Personal)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Robotics and Automatic Control

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Advanced (C1) Upper intermediate (B2) Advanced (C1) Advanced (C1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Intermediate (B1) Proficiency (C2) Intermediate (B1)
Education
Degree Classification
2013/09 - 2019/02
Concluded
 Doctoral Program in Informatics Engineering (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2007 - 2012
Concluded
 Mestrado Integrado em Engenharia Informática e Computação (Mestrado)
Universidade do Porto, Portugal
"Multi-agent system for simulation and validation of scenarios" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2013/02/01 - Current Researcher (Research) Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Projects

Grant

Designation Funders
2015/10 - 2017/08 SelSus - Health Monitoring and Life-Long Capability Management for SELf-SUStaining Manufacturing Systems
609382
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
2013/02 - 2015/09 I-RAMP³
314329
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Madsen, Anders L.; Jeppesen, Nicolaj Søndberg; Jensen, Frank; Sayed, Mohamed S.; Moser, Ulrich; Neto, Luis; Reis, Joao; Lohse, Niels. "Parameter Learning Algorithms for Continuous Model Improvement Using Operational Data". In Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 115-124. Cham: Springer International Publishing, 2017.
    Published • 10.1007/978-3-319-61581-3_11
Conference paper
  1. Gonçalves, T.; Reis, J.; Gonçalves, G.; Calejo, M.; Seco, M.. "Predictive Models in the Diagnosis of Parkinson’s Disease Through Voice Analysis". 2024.
    10.1007/978-3-031-66336-9_42
  2. Macedo, A.; Antão, L.; Reis, J.; Gonãlves, G.. "Dynamic Task Graphs for Teams in Collaborative Assembly Processes". 2023.
    10.5220/0011628500003393
  3. Juijn, G.; Stoimenova, N.; Reis, J.; Nguyen, D.. "Perceived Algorithmic Fairness using Organizational Justice Theory: An Empirical Case Study on Algorithmic Hiring". 2023.
    10.1145/3600211.3604677
  4. Pereira, E.; Reis, J.; Gonçalves, G.; Reis, L.P.; Rocha, A.P.. "Dutch Auction Based Approach for Task/Resource Allocation". 2022.
    10.1007/978-3-030-79168-1_30
  5. Antão, L.; Santos, L.; Reis, J.; Gonçalves, G.. "Reward Shaping Study for Sub-Goal Based Robotic Tasks". 2022.
    10.1109/RAAI56146.2022.10092972
  6. Pedro Furriel, J.; Pereira, E.; Reis, J.; Goncalves, G.. "Jurassic Park - A Centralized Software Modules Repository for IoT Devices". 2021.
    10.1109/MECO52532.2021.9460234
  7. Rossini, R.; Prato, G.; Conzon, D.; Pastrone, C.; Pereira, E.; Reis, J.; Goncalves, G.; et al. "AI environment for predictive maintenance in a manufacturing scenario". 2021.
    10.1109/ETFA45728.2021.9613359
  8. Dias, R.C.; Senna, P.P.; Gonçalves, A.F.; Reis, J.; Michalaros, N.; Alexopoulos, K.; Gomes, M.. "PREFAB framework - Product quality towards zero defects for melamine surface boards industry". 2021.
    10.1016/j.ifacol.2021.08.065
  9. Baltazar, C.; Reis, J.; Gonçalves, G.. "Prescriptive system for reconfigurable manufacturing systems considering variable demand and production rates". 2020.
  10. Rossini, R.; Conzon, D.; Prato, G.; Pastrone, C.; Reis, J.; Gonçalves, G.. "REPLICA: A solution for next generation iot and digital twin based fault diagnosis and predictive maintenance". 2020.
  11. Pereira, E.; Reis, J.; Gonçalves, G.. "DINASORE: A dynamic intelligent reconfiguration tool for cyber-physical production systems". 2020.
  12. Reis, João Pedro Correia dos. "Voxel-based Space Monitoring in Human-Robot Collaboration Environments". 2019.
    10.1109/etfa.2019.8869165
  13. Pereira, E.; Pinto, R.; Reis, J.; Gonçalves, G.. "MQTT-RD: A MQTT based resource discovery for machine to machine communication". 2019.
    10.5220/0007716201150124
  14. Reis, Joao; Goncalves, Gil. "Laser Seam Welding optimization using Inductive Transfer Learning with Artificial Neural Networks". Paper presented in IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Turin, 2018.
    Published • 10.1109/etfa.2018.8502599
  15. Antao, Liliana; Reis, Joao; Goncalves, Gil. "Continuous Maintenance System for Optimal Scheduling Based on Real-Time Machine Monitoring". Paper presented in IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Turin, 2018.
    10.1109/etfa.2018.8502612
  16. Antao, Liliana; Pinto, Rui; Reis, Joao; Goncalves, Gil; Pereira, Fernando Lobo. "Cooperative Human-Machine Interaction in Industrial Environments". Paper presented in 2018 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO), Açores, 2018.
    10.1109/controlo.2018.8514549
  17. Reis, João Pedro Correia dos. "Requirements for Testing and Validating the Industrial Internet of Things". 2018.
    10.1109/icstw.2018.00036
  18. Neto, L; Madsen, AL; Sondberg Jeppesen, N; Silva, R; Reis, J; McIntyre, P; Goncalves, G. "A component framework as an enabler for industrial cyber physical systems". 2018.
    10.1109/icphys.2018.8387682
  19. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "A Marketplace for Cyber-Physical Production Systems: Architecture and Key Enablers". Paper presented in The Sixth International Conference on Intelligent Systems and Applications, Nice, França, 2017.
    Published
  20. Silva, R; Reis, J; Neto, L; Goncalves, G. "Universal Parser for Wireless Sensor Networks in Industrial Cyber Physical Production Systems". 2017.
    10.1109/indin.2017.8104845
  21. Reis, J; Goncalves, G; Link, N; Reis, Joao; Goncalves, Gil; Link, Norbert. "Meta-process modeling methodology for process model generation in intelligent manufacturing". Paper presented in 43rd Annual Conference of the IEEE Industrial Electronics Society, Pequim, China, 2017.
    Published • 10.1109/iecon.2017.8216575
  22. Reis, J; Pinto, R; Goncalves, G; Reis, Joao; Pinto, Rui; Goncalves, Gil. "Human-Centered Application using Cyber-Physical Production System". Paper presented in 43rd Annual Conference of the IEEE Industrial Electronics Society, Pequim, China, 2017.
    Published • 10.1109/iecon.2017.8217517
  23. Neto, L; Reis, J; Silva, R; Goncalves, G; Neto, Luis; Reis, Joao; Silva, Ricardo; Goncalves, Gil. "Sensor SelComp, a smart component for the industrial sensor cloud of the future". Paper presented in 2017 IEEE International Conference on Industrial Technology (ICIT), Toronto, ON, 2017.
    Published • 10.1109/icit.2017.7915543
  24. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "Life-cycle Approach to Extend Equipment Re-use in Flexible Manufacturing". Paper presented in The Fifth International Conference on Intelligent Systems and Applications, Barcelona, Espanha, 2016.
    Published
  25. Neto, Luis; Reis, Joao; Guimaraes, Diana; Goncalves, Gil. "Sensor cloud: SmartComponent framework for reconfigurable diagnostics in intelligent manufacturing environments". Paper presented in 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), Cambridge, United Kingdom, 2015.
    Published • 10.1109/INDIN.2015.7281991
  26. Pinto, Rui; Reis, Joao; Silva, Ricardo; Sousa, Vitor; Goncalves, Gil. "Self-organising Smart Components in Advanced Manufacturing Systems". Paper presented in The Fourth International Conference on Intelligent Systems and Applications, St. Julians, Malta, 2015.
    Published
  27. Pinto, Rui; Reis, Joao; Sousa, Vitor; Silva, Ricardo; Goncalves, Gil. "Self-Diagnosis and Automatic Configuration of Smart Components in Advanced Manufacturing Systems". Paper presented in The Fourth International Conference on Intelligent Systems and Applications, St. Julians, Malta, 2015.
    Published
  28. Neto, L; Reis, J; Guimaraes, D; Goncalves, G. "Sensor Cloud: SmartComponent Framework for Reconfigurable Diagnostics in Intelligent Manufacturing Environments". 2015.
    10.1109/indin.2015.7281991
  29. Reis, Joao; Rossetti, Rosaldo; Goncalves, Gil. "Towards NetLogo and JADE Integration: an industrial agent-in-the-loop approach". Paper presented in 28th European Simulation and Modelling Conference, Porto, Portugal, 2014.
    Published
  30. Goncalves, G; Reis, J; Pinto, R; Alves, M; Correia, J. "A step forward on Intelligent Factories: A Smart Sensor-oriented approach". 2014.
    10.1109/etfa.2014.7005227
  31. Reis, J.C.; Rossetti, R.J.F.; Gonçalves, G.. "Towards NetLogo and JADE integration: An industrial agent-in-the-loop approach". 2014.
  32. Reis, Joao; Pereira, Antonio; Reis, Luis. "Bivalve's growth conditions in coastal ecosystems: A decision tree based analysis". Paper presented in 7th Iberian Conference on Information Systems and Technologies, Madrid, Espanha, 2012.
    Published
  33. Reis, Joao; Pereira, Antonio; Reis, Luis. "Coastal Ecosystems Simulation: A Decision Tree Analysis for Bivalve's Growth Conditions". Paper presented in 26TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION, Koblenz, Alemanha, 2012.
    Published
Journal article
  1. Fontana, A.; Barni, A.; Leone, D.; Spirito, M.; Tringale, A.; Ferraris, M.; Reis, J.; Goncalves, G.. "Circular economy strategies for equipment lifetime extension: A systematic review". Sustainability (Switzerland) 13 3 (2021): 1-27. http://www.scopus.com/inward/record.url?eid=2-s2.0-85099988702&partnerID=MN8TOARS.
    10.3390/su13031117
  2. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "A Life-cycle Equipment Labeling System for Machine Classification in Smart Factories". International Journal On Advances in Intelligent Systems 10 1 (2017): 102-116.
    Published
  3. Pinto, Rui; Reis, Joao; Silva, Ricardo; Peschl, Michael; Goncalves, Gil. "Smart Sensing Components in Advanced Manufacturing Systems". International Journal On Advances in Intelligent Systems 9 1 (2016): 181-198.
    Published

Other

Other output
  1. A data-based multi-algorithm system for an end-to-end intelligent manufacturing process. 2021. Gonçalves, A.F.; Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85168034392&partnerID=MN8TOARS.
    10.21203/rs.3.rs-735806/v1
  2. A zero-shot learning application in deep drawing process using hyper-process model. 2019. Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170454979&partnerID=MN8TOARS.
    10.48550/arxiv.1901.08969
  3. Hyper-process model: A zero-shot learning algorithm for regression problems based on shape analysis. 2018. Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170722235&partnerID=MN8TOARS.
    10.48550/arxiv.1810.10330
Activities

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2016/07/07 - 2016/07/14 VISUM 2016 is the fourth VISion Understanding and Machine intelligence Summer School that targets to gather at Universidade do Porto, Portugal, Ph.D. candidates, Post-Doctoral scholars and researchers from academia and industry with research interests in computer vision and machine intelligence. VISUM 2016 – 4th Edition
2015/07/16 - 2015/07/23 LxMLS 2015 will take place July 16-23 at Instituto Superior Técnico, a leading Engineering and Science school in Portugal. It is organized jointly by IST, the Instituto de Telecomunicações and the Spoken Language Systems Lab – L2F of INESC-ID. The school covers a range of machine learning (ML) Topics, from theory to practice, that are important in solving natural language processing (NLP) problems that arise in the analysis and use of Web data. 5th Lisbon Machine Learning School
Distinctions

Award

2019 Excellence Pedagogical Award
Universidade do Porto Faculdade de Engenharia, Portugal
2018 Best Conference Paper
2015 Best Conference Paper

Title

2019 Cum Laude - Doctoral Thesis in Informatics Engineering
Universidade do Porto Faculdade de Engenharia, Portugal