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Francisco Supino Marcondes. Concluiu o(a) Mestrado em Tecnologias da Inteligência e Design Digital em 2015 pelo(a) Pontifícia Universidade Católica de São Paulo e Licenciatura em Sistemas de Informação em 2004 pelo(a) Faculdades Integradas Rio Branco. Frequenta o(a) Doutoramento em Informática pelo(a) Universidade do Minho desde 2018. É Assistente Convidado no(a) Universidade do Minho. Publicou 3 artigos em revistas especializadas. Possui 11 capítulo(s) de livros. Participa e/ou participou como Bolseiro de Investigação em 1 projeto(s).
Identification

Personal identification

Full name
Francisco Supino Marcondes

Citation names

  • Marcondes, F.S.

Author identifiers

Ciência ID
821F-710C-BE70
ORCID iD
0000-0002-2221-2261
Scopus Author Id
24314604100

Email addresses

  • francisco.marcondes@algoritmi.uminho.pt (Professional)

Telephones

Mobile phone
  • 912236927 (Personal)
Education
Degree Classification
2018 - 2024
Concluded
 Informática (Doutoramento)
Universidade do Minho, Portugal
"Online Social Media Agent: an Exploratory research" (THESIS/DISSERTATION)
2013 - 2015
Concluded
 Tecnologias da Inteligência e Design Digital (Mestrado)
Pontifícia Universidade Católica de São Paulo, Brazil
"Uma abordagem bergsonista para o estudo da programação" (THESIS/DISSERTATION)
 19
2005 - 2006
Concluded
 Especialização em Análise e Projeto de Sistemas (Pós-Graduação)
Centro Estadual de Educação Tecnológica Paula Souza, Brazil
2000 - 2004
Concluded
 Sistemas de Informação (Licenciatura)
Faculdades Integradas Rio Branco, Brazil
 17
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2020/02 - Current Invited Assistant (University Teacher) Universidade do Minho, Portugal
2014 - 2018 Adjunct Teacher (Polytechnic Teacher) Instituto Federal de Educação Ciência e Tecnologia de São Paulo, Brazil
2010 - 2014 Assistant Professor (University Teacher) Pontifícia Universidade Católica de São Paulo, Brazil
2008 - 2010 Assistant Professor (University Teacher) Centro Universitário Senac, Brazil

Others

Category
Host institution 		Employer
2006 - 2009 Analista de Sistemas Informáticos Instituto Nacional de Pesquisas Espaciais, Brazil
2003 - 2006 Analista de Sistemas Informáticos GreatMind Solutions, Brazil
2002 - 2003 Estágio em Informática Consultoria Paulista de Estudos Ambientais, Brazil
Projects

Grant

Designation Funders
2023/08 - Current Hybrid models implementation to reduce the impact of wastewaters treatment in receiving waters
AIM4WATER
Research Fellow
2022/06/01 - 2023/06 Hello: Plataforma inteligente para o combate ao insucesso escolar
047044
Research Fellow
2020/01/16 - 2021/12/31 Easy Ride: Experience is everything
039334
Research Fellow
Concluded
Outputs

Publications

Book chapter
  1. Pedro Oliveira; Francisco S. Marcondes; M. Salomé Duarte; Dalila Durães; Gilberto Martins; Paulo Novais. "Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant". 2024.
    10.1007/978-3-031-60218-4_7
  2. Veloso, B.; Barbosa, M.A.; Faria, H.; Marcondes, F.S.; Durães, D.; Novais, P.. "A Systematic Review on Student Failure Prediction". 2023.
    10.1007/978-3-031-20257-5_5
  3. Renata Magalhães; Bruno Veloso; Francisco S. Marcondes; Henrique Lima; Dalila Durães; Paulo Novais. "A Conversational Agent for Smart Schooling A Case Study on K-12 Dropout Risk Assessment". 2023.
    10.1007/978-3-031-36957-5_11
  4. Renata Teixeira; Francisco S. Marcondes; Henrique Lima; Dalila Durães; Paulo Novais. "Data Fusion for Prediction of Variations in Students Grades". 2023.
    10.1007/978-3-031-43078-7_24
  5. Beatriz Lacerda; Francisco S. Marcondes; Henrique Lima; Dalila Durães; Paulo Novais. "Prediction of Students’ Grades Based on Non-academic Data". 2023.
    10.1007/978-3-031-41226-4_9
  6. Renata Magalhães; Francisco S. Marcondes; Dalila Durães; Paulo Novais. "Emotion Extraction from Likert-Scale Questionnaires". In – An Additional Dimension to Psychology Instruments –. 2023.
    10.1007/978-3-031-48232-8_16
  7. Maria Araújo Barbosa; Francisco S. Marcondes; Paulo Novais. "Cognitive Reinforcement for Enhanced Post Construction Aiming Fact-Check Spread". 2023.
    10.1007/978-3-031-38333-5_21
  8. Marcondes, F.S.; Durães, D.; Gomes, M.; Santos, F.; Almeida, J.J.; Novais, P.. "Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach". 2022.
    10.1007/978-3-030-78901-5_13
  9. Marcondes, F.S.; Barbosa, M.A.; Queiroz, R.; Brito, L.; Gala, A.; Durães, D.. "MentaLex: A Mental Processes Lexicon Based on the Essay Dataset". 2022.
    10.1007/978-3-031-21441-7_25
  10. Faria, H.; Barbosa, M.A.; Veloso, B.; Marcondes, F.S.; Lima, C.; Durães, D.; Novais, P.. "EduBot: A Proof-of-Concept for a High School Motivational Agent". 2022.
    10.1007/978-3-031-21753-1_22
  11. Marcondes, F.S.; Almeida, J.J.; Novais, P.. "Automation of Social Media Interactions: A Framework for Online Social “Sowing”". 2022.
    10.1007/978-3-031-06527-9_3
  12. Barbosa, M.A.; Marcondes, F.S.; Durães, D.A.; Novais, P.. "Microblogging Environment Simulator: An Ethical Approach". 2022.
    10.1007/978-3-031-18192-4_38
  13. Marcondes, F.S.; Durães, D.; Gonçalves, F.; Fonseca, J.; Machado, J.; Novais, P.. "In-vehicle violence detection in carpooling: A brief survey towards a general surveillance system". 2021.
    10.1007/978-3-030-53036-5_23
  14. Durães, D.; Marcondes, F.S.; Gonçalves, F.; Fonseca, J.; Machado, J.; Novais, P.. "Detection violent behaviors: A survey". 2021.
    10.1007/978-3-030-58356-9_11
  15. Durães, D.; Santos, F.; Marcondes, F.S.; Lange, S.; Machado, J.. "Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets". 2021.
    10.1007/978-3-030-86230-5_23
  16. Santos, F.; Durães, D.; Marcondes, F.; Gomes, M.; Gonçalves, F.; Fonseca, J.; Wingbermuehle, J.; Machado, J.; Novais, P.. "Modelling a Deep Learning Framework for Recognition of Human Actions on Video". 2021.
    10.1007/978-3-030-72657-7_10
  17. Santos, F.; Durães, D.; Marcondes, F.S.; Lange, S.; Machado, J.; Novais, P.. "Efficient Violence Detection Using Transfer Learning". 2021.
    10.1007/978-3-030-85710-3_6
  18. "A Profile on Twitter Shadowban: An AI Ethics Position Paper on Free-Speech". 397-405. Springer International Publishing, 2021.
    10.1007/978-3-030-91608-4_39
  19. Santos, F.; Durães, D.; Marcondes, F.S.; Hammerschmidt, N.; Lange, S.; Machado, J.; Novais, P.. "In-Car Violence Detection Based on the Audio Signal". 2021.
    10.1007/978-3-030-91608-4_43
  20. Marcondes, Francisco. "A Short Survey on Chatbot Technology: Failure in Raising the State of the Art". 2020.
    10.1007/978-3-030-23887-2_4
  21. Marcondes, F.S.; Almeida, J.J.; Durães, D.; Novais, P.. "Fact-Check spreading behavior in twitter: A qualitative profile for false-claim news". 2020.
    10.1007/978-3-030-45691-7_16
  22. Jesus, T.; Duarte, J.; Ferreira, D.; Durães, D.; Marcondes, F.; Santos, F.; Gomes, M.; et al. "Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data". 2020.
    10.1007/978-3-030-62365-4_53
  23. Marcondes, F.S.; Almeida, J.J.; Novais, P.. "Chatbot Theory: A Naïve and Elementary Theory for Dialogue Management". 2018.
    10.1007/978-3-030-03493-1_40
Conference paper
  1. Marcondes, Francisco S.; Almeida, José João; Novais, Paulo. "SE4AI Issues on Social Media Agent Design with Use Cases". 2023.
  2. Marcondes, F.S.; Almeida, J.J.; Novais, P.. "Large Language Models: Compilers for the 4th Generation of Programming Languages?". 2023.
    10.4230/OASIcs.SLATE.2023.10
  3. Marcondes, F.S.; Almeida, J.J.; Nováis, P.. "Structural onomatology for username generation: A partial account". 2020.
  4. Marcondes, F.S.; Vega, Í.S.; Novais, P.. "Programming Phenomenology: Proof of Concept on Adaptivity". 2018.
    10.1016/j.procs.2018.04.159
  5. Vega, I.S.; Neto, J.J.; Marcondes, F.S.. "DInAton: A Didactic and Interative Language for Learning Adaptive Automata by Construction". 2017.
    10.1016/j.procs.2017.05.393
  6. Da Luz, J.G.B.; Supino, F.; De Barros, M.P.; Vega, Í.S.. "Relationship between state machine and dynamic behavior: Coherence among events and messages". 2012.
    10.1109/ITNG.2012.86
  7. Takeda, M.M.; Marcondes, F.S.; Vega, Í.S.; Gara, E.B.M.; Gaspar, L.. "A computational teaching approach through the use of a narrative technique and a comic strip". 2012.
    10.1109/ITNG.2012.104
  8. Fernandes, D.D.; Cardoso, F.R.M.; Montini, D.Á.; Supino, F.M.; Tasinaffo, P.M.; Dias, L.A.V.. "An algorithm model to mapping mealy machines for a software manufacture cell Petri net". 2010.
    10.1109/ITNG.2010.83
  9. Montini, D.Á.; Fernandes, D.D.; Marcondes, F.S.; Tasinaffo, P.M.; Vega, I.S.; Dias, L.A.V.. "Formal approach use to choose a software manufactoring cell's SDLC". 2010.
    10.1109/ITNG.2010.81
  10. Montini, D.Á.; Tasinaffo, P.M.; Cardoso, F.R.M.; Dias, L.A.V.; Marcondes, F.S.; Da Cunha, A.M.. "Using GQM hypothesis restriction to infer bayesian network testing". 2009.
    10.1109/ITNG.2009.303
  11. Marcondes, F.S.; Tasinaffo, P.M.; Fernandes, D.D.; Vega, I.S.; Montini, D.Á.; Dias, L.A.V.. "Systematic and formal approach to got a domain specific language". 2009.
    10.1109/ITNG.2009.265
  12. Marcondes, F.S.; De Menezes Colonese, E.; Dias, L.A.V.; Vega, Í.S.. "Proposing a formal method to reduce RTS logical model complexity". 2008.
    10.1109/ITNG.2008.202
Journal article
  1. Francisco S. Marcondes; Maria Araújo Barbosa; Adelino de C. O. S. Gala; José João Almeida; Paulo Novais. "Emotional and Mental Nuances and Technological Approaches: Optimising Fact-Check Dissemination through Cognitive Reinforcement Technique". Electronics (2024): https://doi.org/10.3390/electronics13010240.
    10.3390/electronics13010240
  2. Dalila Duraes; Flavio Santos; Francisco S. Marcondes; Niklas Hammerschmidt; Paulo Novais. "Applying multisensor in-car situations to detect violence". Expert Systems (2023): https://doi.org/10.1111/exsy.13356.
    10.1111/exsy.13356
  3. Marcondes, F.S.; Almeida, J.J.; Novais, P.. "An exploratory design science research on troll factories". Integrated Computer-Aided Engineering 31 1 (2023): 95-115. http://www.scopus.com/inward/record.url?eid=2-s2.0-85177848545&partnerID=MN8TOARS.
    10.3233/ICA-230720
  4. Santos, F.; Durães, D.; Marcondes, F.S.; Hammerschmidt, N.; Machado, J.; Novais, P.. "Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD". Electronics (Switzerland) 11 6 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126008234&partnerID=MN8TOARS.
    10.3390/electronics11060852
  5. Marcondes, F.S.; Durães, D.; Santos, F.; Almeida, J.J.; Novais, P.. "Neural network explainable ai based on paraconsistent analysis: An extension". Electronics (Switzerland) 10 21 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85118199462&partnerID=MN8TOARS.
    10.3390/electronics10212660
  6. Vega, I.S.; Neto, J.J.; Marcondes, F.S.. "DInAton with OC2-RD2: A didactic and interactive language for the construction of adaptive automata in active learning environments". Journal of Ambient Intelligence and Humanized Computing (2018): 1-8. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049558072&partnerID=MN8TOARS.
    10.1007/s12652-018-0735-1
  7. Marcondes, F.S.; Vega, I.S.; Dias, L.A.V.. "An approach for modeling a formal use case type at early development phase without loosing abstraction". Innovations in Systems and Software Engineering 7 1 (2011): 1-8. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952246761&partnerID=MN8TOARS.
    10.1007/s11334-010-0138-8
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2012 - 2012 Um Exame do Processo de Formação de Classes
Supervisor
 Especialização em Engenharia de Software (Specialization course)
Pontifícia Universidade Católica de São Paulo, Brazil
2011 - 2012 Uma Abordagem de Ensino de Conceitos Computacionais por meio do uso da Técnica de Narrativa e História em Quadrinhos
Supervisor
 Especialização em Tecnologia da Informação: Engenharia de Software (Specialization course)
Instituto Tecnológico de Aeronáutica, Brazil
2011 - 2011 Investigação de Human-Guided na Busca pelo Caminho Mínimo
Supervisor
 Especialização em Tecnologia da Informação: Engenharia de Software (Specialization course)
Instituto Tecnológico de Aeronáutica, Brazil

Journal scientific committee

Journal title (ISSN) Publisher
2019 - Current Engineering Applications of Artificial Intelligence (0952-1976) Elsevier
Distinctions

Award

2023 Electronics MDPI Best Paper Awards
2023 Electronics MDPI Best papers