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Eugénio Rocha graduated in Computer Science (Artificial Intelligence) from the University of Coimbra in 1994, concluded the Master in 1998, and his PhD in Mathematics (Nonlinear Control Theory) in 2004, both from the University of Aveiro. Since then, he is an Associate Professor at the Department of Mathematics of the University of Aveiro and have been member of the Board of Directors of the Portuguese Mathematical Society, and member of the Committee Electronic Publishing of the European Mathematical Society. Currently he is the President of the Portuguese Mathematical Society, coordinator of the Thematic Line From Theory to Computational Frameworks/CIDMA, co-coordinator of the Thematic Line Geometrix/CIDMA, ex-director of the Master in Mathematics and Applications, and director of the Master in Data Science. He has participated in 30 projects, where one received the Portuguese Scientific and Technological Innovation Prize Engo Jaime Filipe 2019, and other was awarded a special mention on the Innovation Prize in Information Technology and Communication APDC/Siemens 2006. He has more than 100 communications and 100 publications in theoretical and/or applied Mathematics, using techniques of Ordinary and Partial Differential Equations, Functional Analysis, Formal Logics, Nonlinear Control Theory, and Optimisation, with applications in Biological Systems and Epidemiology, Civil Engineering, Computational Chemistry and Nanotechnology, Econometrics, and Education. Along the years, he has also contributed in the development of educational applications, serious games, and projects that combine artificial intelligence with mathematics. Recently, has coordinated/coordinates teams on the context of P2020, P2030, and Agendas PRR projects for manufacturing or logistics; using mathematics, machine learning, and big data.
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Identificação

Identificação pessoal

Nome completo
Eugénio Alexandre Miguel Rocha

Nomes de citação

  • Rocha, Eugénio
  • E.M. Rocha
  • E. Rocha
  • Rocha, Eugénio M.

Identificadores de autor

Ciência ID
CD12-04EF-8067
ORCID iD
0000-0003-3628-6795
Google Scholar ID
hLNUDnQAAAAJ
Scopus Author Id
23971270400

Domínios de atuação

  • Ciências Exatas - Matemática
  • Ciências Exatas - Ciências da Computação e da Informação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2)
Espanhol; Castelhano Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2)
Italiano Utilizador elementar (A2) Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A2)
Coreano Utilizador elementar (A1) Utilizador elementar (A2) Utilizador elementar (A2) Utilizador elementar (A1)
Português (Idioma materno)
Projetos

Projeto

Designação Financiadores
2011 - 2013 Strategic Project - PEst-C/MAT/UI4106/2011
FCOMP-01-0124-FEDER-022690
Concluído
Produções

Publicações

Artigo em conferência
  1. Brochado, Â.F.; Rocha, E.M.; Addo, E.; Silva, S.. "Performance Evaluation and Explainability of Last-Mile Delivery". 2024.
    10.1016/j.procs.2024.02.067
  2. Correia, Alexandre; Pedro Evangelista; Nádia Soares; Rocha, Eugénio; Cláudio Teixeira; Correia, A.; Evangelista, P.; et al. "CaseScope: An Enhanced Search Tool for European Court Cases". Trabalho apresentado em Sixth Workshop on Automated Semantic Analysis of Information in Legal Text, Braga, 2023.
    Publicado
  3. Rocha, Eugénio; Nunes, Pedro; Santos, José Paulo. "ReliabilityReliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees". Trabalho apresentado em International Conference on Industrial Engineering and Operations Management, Istanbul, 2022.
  4. Rocha, Eugénio; Nunes, Pedro; Santos, J P. Autor correspondente: Nunes, Pedro. "Reliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees". Trabalho apresentado em International Conference on Industrial Engineering and Operations Management Istanbul, Turkey, March 7-10, 2022, Istambul, 2022.
    10.46254/an12.20220969
  5. Sofia Ribeiro; Ana Breda; Eugénio Rocha; David Tinoco. "AUGMENTED REALITY AS AN ASSET TO 3D GEOMETRY: A DIGITAL RESOURCE FOR TEACHERS". 2022.
    10.21125/inted.2022.0162
  6. Ribeiro, Sofia; Breda, Ana; Rocha, Eugénio. "COMPUTATIONAL THINKING IN UPPER-SECONDARY EDUCATION: A SYSTEMATIC LITERATURE REVIEW". 2022.
    10.21125/inted.2022.0777
  7. Brochado, Ângela; Rocha, Eugénio; Pimentel, Carina. "PDCA Protocol to ensure a Data-Driven Approach for Problem-Solving". Trabalho apresentado em International Conference on Industrial Engineering and Operations Management, Istambul, 2022.
    Publicado
  8. Murillo, Kelly; Rocha, Eugénio. "About the quality and sustainable education in European countries: a comparative econometric analysis". 2022.
    Publicado • 10.21125/edulearn.2022.1004
  9. Rocha, Eugenio M.; Brochado, Angela F.; Rato, Beatriz; Meneses, Joana. "Benchmarking and Prediction of Entities Performance on Manufacturing Processes through MEA, Robust XGBoost and SHAP Analysis". 2022.
    10.1109/etfa52439.2022.9921593
  10. Lopes, Maria J.; Rocha, Eugenio M.. "Impact Analysis of KPI Scenarios, Automated Best Practices Identification, and Deviations on Manufacturing Processes". 2022.
    10.1109/etfa52439.2022.9921462
  11. Bayzid, L.A.G.; D'Azevedo Breda, A.M.R.; Rocha, E.A.M.; Dos Santos Dos Santos, J.M.. "Feedback Systems for Students Solving Problems Related to Polynomials of Degree Two or Lower". 2022.
    10.4230/OASIcs.ICPEC.2022.5
  12. Rocha, Eugénio; Brochado, Ângela F.; Moura, Ana; Rocha, E.M.; Brochado, A.F.; Moura, A.. Autor correspondente: Rocha, Eugénio. "Worker¿s benchmarking using multi-directional efficiency analysis in a manufacturing production system". Trabalho apresentado em International Conference on Industry 4.0 and Smart Manufacturing, Linz, Austria, 2021.
    10.1016/j.procs.2022.01.346
  13. Micaela Martins; Ana Breda; Eugénio Rocha; Ricardo Domingues. "CNME A MATH NARRATIVE-BASED SERIOUS GAME". 2021.
    10.21125/edulearn.2021.0606
  14. Raquel Afonso; Ana Breda; Eugénio Rocha. "GRAPHIC AND MULTIMEDIA DESIGN OF A NARRATIVE-BASED MATH GAME". 2021.
    10.21125/edulearn.2021.0861
  15. Murillo, Kelly; Rocha, Eugénio. "SUSTAINABLE DEVELOPMENT IN EDUCATION: A NON-PARAMETRIC ANALYSIS". 2021.
    10.21125/inted.2021.0922
  16. Murillo, Kelly; Rocha, Eugénio. "Teaching-learning Process under a Multidirectional Efficiency and Canonical Correlation Analysis". Trabalho apresentado em 12th annual International Conference on Education and New Learning Technologies, 2020.
    Publicado • 10.21125/edulearn.2020.1532
  17. Murillo, Kelly; Rocha, Eugénio. "ABOUT THE FINANCIAL EFFICIENCY OF THE IBERIAN PENINSULA EDUCATION". 2019.
    10.21125/inted.2019.1504
  18. Murillo, Kelly; Rocha, Eugénio; Freitas, Adelaide; Pardo, Clara. "DOES TEACHER'S EDUCATION AFFECT STUDENT PERFORMANCE?". 2019.
    10.21125/edulearn.2019.1423
  19. Benítez, Pablo; Rocha, Eugénio; Rodrigues, Fernanda. "Frontier analysis on optimal inspection times for reinforced concrete structures". 2019.
    10.1063/1.5114521
  20. Almeida, Margarida; Barros, Pedro; Breda, Ana; Resende, Hugo; Rocha, Eugénio. "THE EDUCATIONAL MATH BOARD GAME 3DM6". 2019.
    10.21125/edulearn.2019.0911
  21. Barros, Pedro; Almeida, Margarida; Breda, Ana; Rocha, Eugénio. "A DIGITAL PUZZLE GAME FOR THE ELDERLY". 2019.
    10.21125/edulearn.2019.0915
  22. Figueiredo, D.; Rocha, E.; Martins, M.A.; Chaves, M.; Figueiredo, Daniel; Rocha, Eugénio; Martins, Manuel António; Chaves, Madalena. "rPrism – A Software for Reactive Weighted State Transition Models". 2019.
    10.1007/978-3-030-28042-0_11
  23. Murillo, Kelly; Rocha, Eugénio. "Portuguese Private Educational Institutions and their Financial Efficiency". 2018.
    Publicado • 10.21125/iceri.2018.2502
  24. Murillo, Kelly; Rocha, Eugénio. "Financial Health of the Spanish Educational Private Institutions". 2018.
    doi:10.21125/edulearn.2018.1986
  25. Neto, B.; Rodrigues, M.M.; Rocha, E.A.; André, P.S.. "Stability analysis of Raman propagation equations". 2009.
    10.1109/ICTON.2009.5185289
  26. Breda, A.M.; Rocha, E.M.; Rodrigues, M.M.. "Interactive, collaborative and adaptative learning tools the TexMat example". 2008.
Artigo em revista
  1. G.R. Cirmi; S. D’Asero; S. Leonardi; F. Leonetti; E. Rocha; V. Staicu. "Existence and boundedness of weak solutions to some vectorial Dirichlet problems". Nonlinear Analysis (2025): https://doi.org/10.1016/j.na.2025.113751.
    10.1016/j.na.2025.113751
  2. Pedro Nunes; Eugenio Rocha; Santos,J.P.. "Adaptive Framework for Maintenance Scheduling Based on Dynamic Preventive Intervals and Remaining Useful Life Estimation". Future Internet (2024): https://www.mdpi.com/1999-5903/16/6/214.
    10.3390/fi16060214
  3. Muhammad Bilal; Eugenio Rocha; Muhammad Asif Zahoor Raja; Shafia Bilal; Iftikhar Ahmad; Muhammad Usman; Muhammad Shoaib. "Advancements in Epidemiological Modeling: Bayesian Regularization Neural Networks for Smoke Dynamics". International Journal of Modeling, Simulation, and Scientific Computing (2024): https://doi.org/10.1142/S1793962325500011.
    10.1142/S1793962325500011
  4. Vasco Costa; Eugénio Rocha; Carlos Marques. "Robust mortality prediction on a recirculating aquaculture system". Review of Scientific Instruments (2024): https://doi.org/10.1063/5.0196248.
    10.1063/5.0196248
  5. Ângela F. Brochado; Eugénio M. Rocha; Diogo Costa. "A Modular IoT-Based Architecture for Logistics Service Performance Assessment and Real-Time Scheduling towards a Synchromodal Transport System". Sustainability (2024): https://doi.org/10.3390/su16020742.
    10.3390/su16020742
  6. Ali Raza; Eugenio Rocha; Emad Fadhal; Rashid I. H. Ibrahim; Eman Afkar; Muhammad Bilal; Guilherme Guilherme Ferraz de Arruda. "The Effect of Delay Techniques on a Lassa Fever Epidemic Model". Complexity (2024): https://doi.org/10.1155/2024/2075354.
    10.1155/2024/2075354
  7. Muath Awadalla; Tahir Nawaz Cheema; Ali Raza; Eugenio Rocha; Sharafat Ali; Muhammad Bilal; Fahad Al Basir. "Intelligent Optimization Analysis of the Cholera Epidemic Model". Discrete Dynamics in Nature and Society (2024): https://doi.org/10.1155/ddns/9677485.
    10.1155/ddns/9677485
  8. Costa, D.; Rocha, E.M.; Ferreira, N.. "Estimating data complexity and drift through a multiscale generalized impurity approach". Journal of Computational Mathematics and Data Science 12 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85202010745&partnerID=MN8TOARS.
    10.1016/j.jcmds.2024.100098
  9. Rocha, Eugénio; Murillo, Kelly Patricia. "Efficient choice of parameters on delta-reachability bounded hybrid systems". Archives of Control Sciences (2023): http://dx.doi.org/10.24425/acs.2021.139730.
    10.24425/acs.2021.139730
  10. Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo. Autor correspondente: Nunes, Pedro. "Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management". review stage (2023):
    Submetido
  11. Pedro Nunes; Eugénio Rocha; José Paulo Santos. "Using Intelligent Edge Devices for Predictive Maintenance on Injection Molds". Applied Sciences (2023): https://doi.org/10.3390/app13127131.
    10.3390/app13127131
  12. Nunes, P.; Santos, J.; Rocha, E.. "Challenges in predictive maintenance – A review". CIRP Journal of Manufacturing Science and Technology 40 (2023): 53-67. http://dx.doi.org/10.1016/j.cirpj.2022.11.004.
    10.1016/j.cirpj.2022.11.004
  13. Martins, Joana; Costa, Diogo; Rocha, Eugénio M.. "Variables influence analysis of gas leak testing using belief propagation over factor graphs". Procedia Computer Science 217 (2023): 1127-1136. http://dx.doi.org/10.1016/j.procs.2022.12.311.
    10.1016/j.procs.2022.12.311
  14. Nunes, Pedro; Rocha, Eugénio; Santos, José; Antunes, Ricardo. "Predictive maintenance on injection molds by generalized fault trees and anomaly detection". Procedia Computer Science 217 (2023): 1038-1047. http://dx.doi.org/10.1016/j.procs.2022.12.302.
    10.1016/j.procs.2022.12.302
  15. Pereira, Rui; Rocha, Eugénio; Pinho, Diogo; Santos, José P.. "Convolutional neural networks for identification of moving combustion chambers entering a brazing process". Procedia Computer Science 217 (2023): 1106-1116. http://dx.doi.org/10.1016/j.procs.2022.12.309.
    10.1016/j.procs.2022.12.309
  16. Brochado, A. F.; Rocha, E. M.; Almeida, D.; de Sousa, A.; Moura, A.. "A data-driven model with minimal information for bottleneck detection - application at Bosch thermotechnology". International Journal of Management Science and Engineering Management 18 4 (2022): 318-331. http://dx.doi.org/10.1080/17509653.2022.2116121.
    10.1080/17509653.2022.2116121
  17. Rodrigues, Fernanda; Cotella, Victoria; Rodrigues, Hugo; Rocha, Eugénio; Freitas, Felipe; Matos, Raquel. "Application of Deep Learning Approach for the Classification of Buildings’ Degradation State in a BIM Methodology". Applied Sciences 12 15 (2022): 7403. http://dx.doi.org/10.3390/app12157403.
    10.3390/app12157403
  18. Coelho, Daniel; Costa, Diogo; Rocha, Eugénio M.; Almeida, Duarte; Santos, José P.. "Predictive maintenance on sensorized stamping presses by time series segmentation, anomaly detection, and classification algorithms". Procedia Computer Science 200 (2022): 1184-1193. http://dx.doi.org/10.1016/j.procs.2022.01.318.
    10.1016/j.procs.2022.01.318
  19. Rocha, Eugénio M.; Lopes, Maria J.. "Bottleneck prediction and data-driven discrete-event simulation for a balanced manufacturing line". Procedia Computer Science 200 (2022): 1145-1154. http://dx.doi.org/10.1016/j.procs.2022.01.314.
    10.1016/j.procs.2022.01.314
  20. Kelly Patricia Murillo; Eugénio Alexander Miguel Rocha. "A non-parametric and multidirectional model in quantitative research". Selecciones Matemáticas (2021): https://doi.org/10.17268/sel.mat.2021.02.03.
    10.17268/sel.mat.2021.02.03
  21. Leonardi, Salvatore; Leonetti, Francesco; Rocha, Eugenio; Staicu, Vasile. "Butterfly support for off diagonal coefficients and boundedness of solutions to quasilinear elliptic systems". Advances in Nonlinear Analysis 11 1 (2021): 672-683. http://dx.doi.org/10.1515/anona-2021-0205.
    10.1515/anona-2021-0205
  22. Benítez Mongelós, Pablo Daniel; Rocha, E.; Rodrigues, F.. "Estrategias para la inspección óptima de estructuras de hormigón armado sujetas a corrosión". Jul - Dic 2020 V2 N2 Jul - Dic (2021): 46-58. http://dx.doi.org/10.36995/j.masingenio.2021.02.02.004.
    10.36995/j.masingenio.2021.02.02.004
  23. Faralli, Stefano; Rittinghaus, Steve; Samsami, Nima; Distante, Damiano; Rocha, Eugénio. "Emotional Intensity-based Success Prediction Model for Crowdfunded Campaigns". Information Processing & Management 58 1 (2021): 102394. http://dx.doi.org/10.1016/j.ipm.2020.102394.
    10.1016/j.ipm.2020.102394
  24. Leonardi, S.; Leonetti, F.; Pignotti, C.; Rocha, E.; Staicu, V.. "Local boundedness for weak solutions to some quasilinear elliptic systems". Minimax Theory and its Applications 6 1 (2021): 365-380. http://www.scopus.com/inward/record.url?eid=2-s2.0-85088049537&partnerID=MN8TOARS.
  25. Kelly Patricia Murillo; Eugénio Rocha. "Factors Influencing the Economic Behavior of the Food, Beverages and Tobacco Industry: A Case Study for Portuguese Enterprises". World Journal of Applied Economics 6 2 (2020): 99-121. https://doi.org/10.22440/wjae.6.2.1.
    10.22440/wjae.6.2.1
  26. Frassu, Silvia; Rocha, Eugénio M.; Staicu, Vasile. "The Obstacle Problem at Zero for the Fractional p-Laplacian". Set-Valued and Variational Analysis 30 1 (2020): 207-231. http://dx.doi.org/10.1007/s11228-020-00562-0.
    10.1007/s11228-020-00562-0
  27. Benítez, Pablo; Rocha, Eugénio; Varum, Humberto; Rodrigues, Fernanda. "A dynamic multi-criteria decision-making model for the maintenance planning of reinforced concrete structures". Journal of Building Engineering 27 (2020): 100971. http://dx.doi.org/10.1016/j.jobe.2019.100971.
    10.1016/j.jobe.2019.100971
  28. Leonardi, Salvatore; Leonetti, Francesco; Pignotti, Cristina; Rocha, Eugénio; Staicu, Vasile. "Maximum principles for some quasilinear elliptic systems". (2020): http://hdl.handle.net/10773/25838.
    10.1016/j.na.2018.11.004
  29. Robaina, Margarita; Murillo, Kelly; Rocha, Eugénio; Villar, José. "Circular economy in plastic waste: efficiency analysis of European countries". Science of The Total Environment 730 (2020): 139038-139038. http://hdl.handle.net/10773/29922.
    10.1016/j.scitotenv.2020.139038
  30. Irene Benedetti; Eugénio M. Rocha. "Existence results for evolution equations with superlinear growth". Topological Methods in Nonlinear Analysis (2019): https://doi.org/10.12775/TMNA.2019.101.
    10.12775/TMNA.2019.101
  31. Murillo, Kelly Patricia; Rocha, Eugénio; Rodrigues, Maria Fernanda. "Construction sectors efficiency analysis on seven European countries". (2019): http://hdl.handle.net/10773/26871.
    10.1108/ECAM-07-2018-0287
  32. Chen, Jianqing; Huang, Lirong; Rocha, Eugénio; Chen, J.; Huang, L.; Rocha, E.M.. "Ground state, bound states and bifurcation properties for a Schrodinger-Poisson system with critical exponent". Electronic Journal of Differential Equations 2019 (2019): http://hdl.handle.net/10773/26145.
  33. Benítez, Pablo; Rocha, Eugénio; Talukdar, Sudip; Varum, Humberto; Rodrigues, Fernanda. "Efficiency analysis of optimal inspection management for reinforced concrete structures under carbonation-induced corrosion risk". (2019): http://hdl.handle.net/10773/25685.
    10.1016/j.conbuildmat.2019.03.028
  34. Frassu, S.; Rocha, E.M.; Staicu, V.; Frassu, Silvia; Rocha, Eugénio; Staicu, Vasile. "Three nontrivial solutions for nonlocal anisotropic inclusions under nonresonance". Electronic Journal of Differential Equations 2019 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85068681060&partnerID=MN8TOARS.
  35. Leonetti, Francesco; Rocha, Eugénio; Staicu, Vasile. "Smallness and cancellation in some elliptic systems with measure data". Journal of Mathematical Analysis and Applications 465 2 (2018): 885-902. http://dx.doi.org/10.1016/j.jmaa.2018.05.047.
    10.1016/j.jmaa.2018.05.047
  36. Kelly Patricia Murillo; Eugenio Alexandre Miguel Rocha; Carlos Alberto García González; Rocha, Eugénio. "Análisis de eficiencia multidireccional en hospitales públicos del Valle del Cauca". Gerencia y Políticas de Salud 17(34) (2018): 1-20. https://doi.org/10.11144/Javeriana.rgps17-34.aemh.
    Publicado • 10.11144/Javeriana.rgps17-34.aemh
  37. Huang, Lirong; Rocha, Eugenio. "On a class of N-dimensional anisotropic Sobolev inequalities". Journal of Inequalities and Applications 2018 1 (2018): http://dx.doi.org/10.1186/s13660-018-1754-3.
    10.1186/s13660-018-1754-3
  38. Eugénio M. Rocha; Cristiana J. Silva; Delfim F. M. Torres. "The effect of immigrant communities coming from higher incidence tuberculosis regions to a host country". Ricerche di Matematica (2018): https://doi.org/10.1007/s11587-017-0350-z.
    10.1007/s11587-017-0350-z
  39. Murillo, Kelly Patricia; Rocha, Eugénio M.. "The Portuguese Manufacturing Sector during 2013-2016 after the Troika Austerity Measures". (2018): http://hdl.handle.net/10773/24081.
    10.22440/wjae.4.1.2
  40. Murillo, Kelly P.; Rocha, Eugénio M.; Pardo Martínez, Clara Inés. "Energy production and C02 emisson efficiency of eight European countries in the manufacturing area". (2018): http://hdl.handle.net/10773/24192.
    10.24297/ijmit.v13i1.7427
  41. Iannizotto, Antonio; Rocha, Eugénio; Santos, Sandrina. Autor correspondente: Iannizotto, Antonio. "Two solutions for the fractional p-Laplacian with a nonsmooth potential under nonuniform nonresonance". Electronic Journal of Differential Equations 2018 122 (2018): 1-14. http://ejde.math.txstate.edu.
  42. Rocha, E.M.; Curado, F.. "Multiple Scale Modeling of Geophysical Processes". Mathematical Geosciences 50 5 (2018): 491-493. http://www.scopus.com/inward/record.url?eid=2-s2.0-85047986943&partnerID=MN8TOARS.
    10.1007/s11004-018-9749-7
  43. Iannizzotto, A.; Rocha, E.M.; Santos, S.. "Two solutions for fractional p-Laplacian inclusions under nonresonance". Electronic Journal of Differential Equations 2018 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85049597875&partnerID=MN8TOARS.
  44. Leonetti, F.; Rocha, E.; Staicu, V.. "Quasilinear elliptic systems with measure data". Nonlinear Analysis, Theory, Methods and Applications 154 (2017): 210-224. http://www.scopus.com/inward/record.url?eid=2-s2.0-84966471250&partnerID=MN8TOARS.
    10.1016/j.na.2016.04.002
  45. Huang, L.; Rocha, E.M.; Chen, J.. "On the Schrödinger-Poisson system with a general indefinite nonlinearity". Nonlinear Analysis: Real World Applications 28 (2016): 1-19. http://www.scopus.com/inward/record.url?eid=2-s2.0-84942938393&partnerID=MN8TOARS.
    10.1016/j.nonrwa.2015.09.001
  46. Chen, J.; Rocha, E.M.. "Sign changing solutions of a semilinear equation on Heisenberg group". Journal of Nonlinear and Convex Analysis 17 8 (2016): 1531-1545. http://www.scopus.com/inward/record.url?eid=2-s2.0-85011967222&partnerID=MN8TOARS.
  47. Huang, L.; Chen, J.; Rocha, E.M.. "Multiple non-negative solutions to a semilinear equation on Heisenberg group with indefinite nonlinearity". Boundary Value Problems 2015 1 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84942085033&partnerID=MN8TOARS.
    10.1186/s13661-015-0428-z
  48. Huang, Lirong; Rocha, Eugenio M.; Chen, Jianqing. "Positive and sign-changing solutions of a Schrodinger-Poisson system involving a critical nonlinearity". Journal of Mathematical Analysis and Applications 408 1 (2013): 55-69.
    10.1016/j.jmaa.2013.05.071
  49. Chen, J.; Rocha, E.M.. "Existence of solution of sub-elliptic equations on the Heisenberg group with critical growth and double singularities". Opuscula Mathematica 33 2 (2013): 237-254. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874041200&partnerID=MN8TOARS.
    10.7494/OpMath.2013.33.2.237
  50. Huang, L.; Rocha, E.M.. "A positive solution of a schr¨odinger-poisson system with critical exponent". Communications in Mathematical Analysis 15 1 (2013): 29-43. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880623764&partnerID=MN8TOARS.
  51. Huang, L.; Rocha, E.M.; Chen, J.. "Two positive solutions of a class of Schrödinger-Poisson system with indefinite nonlinearity". Journal of Differential Equations 255 8 (2013): 2463-2483. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881051050&partnerID=MN8TOARS.
    10.1016/j.jde.2013.06.022
  52. Chen, Jianqing; Murillo, Kelly; Rocha, Eugénio. "Four solutions of an elliptic problem with double singularity". LIBERTAS MATHEMATICA (new series) 32 2 (2012): http://dx.doi.org/10.14510/lm-ns.v32i2.22.
    Publicado • 10.14510/lm-ns.v32i2.22
  53. Batista, Marta L. S.; Tome, Luciana I. N.; Neves, Catarina M. S. S.; Rocha, Eugenio M.; Gomes, Jose R. B.; Coutinho, Joao A. P.. "The Origin of the LCST on the Liquid-Liquid Equilibrium of Thiophene with Ionic Liquids". Journal of Physical Chemistry B 116 20 (2012): 5985-5992.
    10.1021/jp303187z
  54. Chen, J.; Murillo, K.; Rocha, E.M.. "Multiplicity result for a class of elliptic equations with singular term". Nonlinear Analysis, Theory, Methods and Applications 75 15 (2012): 5797-5814. http://www.scopus.com/inward/record.url?eid=2-s2.0-84871259164&partnerID=MN8TOARS.
    10.1016/j.na.2012.05.023
  55. Chen, J.; Murillo, K.; Rocha, E.M.. "Two nontrivial solutions of a class of elliptic equations with singular term". Discrete and Continuous Dynamical Systems- Series A SUPPL. (2011): 272-281. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878200648&partnerID=MN8TOARS.
  56. Chen, J.; Rocha, E.M.. "Existence of stable standing waves and instability of standing waves to a class of quasilinear schr¨odinger equations with potential". Dynamics of Partial Differential Equations 8 2 (2011): 89-112. http://www.scopus.com/inward/record.url?eid=2-s2.0-79959829634&partnerID=MN8TOARS.
  57. Papageorgiou, Nikolaos S.; Rocha, Eugenio M.. "Existence of three nontrivial solutions for asymptotically p-linear noncoercive p-Laplacian equations". Nonlinear Analysis-Theory Methods & Applications 74 16 (2011): 5314-5326.
    10.1016/j.na.2011.05.014
  58. Rocha, E.M.; Rodrigues, M.M.. "On approximate solutions to the wavefront speed of reaction-diffusion- convection problem in nonuniform media". Asymptotic Analysis 66 1 (2010): 51-59. http://www.scopus.com/inward/record.url?eid=2-s2.0-72649086698&partnerID=MN8TOARS.
    10.3233/ASY-2009-0958
  59. Chen, J.; Papageorgiou, N.S.; Rocha, E.M.. "Twin positive solutions for singular nonlinear elliptic equations". Topological Methods in Nonlinear Analysis 35 1 (2010): 187-201. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956382389&partnerID=MN8TOARS.
  60. Papageorgiou, N.S.; Rocha, E.M.; Staicu, V.. "On the existence of three nontrivial smooth solutions for nonlinear elliptic equations". Journal of Nonlinear and Convex Analysis 11 1 (2010): 115-136. http://www.scopus.com/inward/record.url?eid=2-s2.0-84894069956&partnerID=MN8TOARS.
  61. Rodrigues, M. M.; Rocha, E. M.. "The Convergence Analysis of the Decomposition Method for the (1+1)-Parabolic Problem in Nonuniform Media". Acta Applicandae Mathematicae 112 3 (2010): 299-308.
    10.1007/s10440-010-9573-7
  62. Chen, Jianqing; Rocha, Eugenio M.. "Sharp constant for a 2D anisotropic Sobolev inequality with critical nonlinearity". Journal of Mathematical Analysis and Applications 367 2 (2010): 685-692.
    10.1016/j.jmaa.2010.02.020
  63. Papageorgiou, N.S.; Rocha, E.M.. "On Nonlinear Parametric Problems for p-Laplacian-Like Operators". Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales - Serie A: Matematicas 103 1 (2009): 177-200. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349922839&partnerID=MN8TOARS.
  64. Chen, Jianqing; Rocha, Eugenio M.. "Four solutions of an inhomogeneous elliptic equation with critical exponent and singular term". Nonlinear Analysis-Theory Methods & Applications 71 10 (2009): 4739-4750.
    10.1016/j.na.2009.03.048
  65. Papageorgiou, Nikolaos S.; Rocha, Eugenio M.. "Pairs of positive solutions for p-Laplacian equations with sublinear and superlinear nonlinearities which do not satisfy the AR-condition". Nonlinear Analysis-Theory Methods & Applications 70 11 (2009): 3854-3863.
    10.1016/j.na.2008.07.042
  66. Rocha, E.M.; Rodrigues, M.M.. "Exact and approximate solutions of reaction-diffusion-convection equations". AIP Conference Proceedings 1124 (2009): 304-313. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650511229&partnerID=MN8TOARS.
    10.1063/1.3142946
  67. Breda, A.; Rocha, E.; Vasconcelos, A.; Domingues, R.. "Designing effective interactive tools for students learning about geometric transformations". CSEDU 2009 - Proceedings of the 1st International Conference on Computer Supported Education 2 (2009): 98-103. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650548120&partnerID=MN8TOARS.
  68. Rocha, E.; Breda, A.; Soares, M.; Parreira, T.. "An authoring tool for developing highly interactive digital books : The intbooks platform". CSEDU 2009 - Proceedings of the 1st International Conference on Computer Supported Education 1 (2009): 303-308. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650530038&partnerID=MN8TOARS.
  69. Agra, A.; Cardoso, D.M.; Cerdeira, J.O.; Miranda, M.; Rocha, E.. "Solving huge size instances of the optimal diversity management problem". Journal of Mathematical Sciences 161 6 (2009): 956-960. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350303576&partnerID=MN8TOARS.
    10.1007/s10958-009-9614-9
  70. Papageorgiou, Nikolaos S.; Rocha, Eugenio M.; Staicu, Vasile. "Multiplicity theorems for superlinear elliptic problems". Calculus of Variations and Partial Differential Equations 33 2 (2008): 199-230.
    10.1007/s00526-008-0172-7
  71. Rocha, E.A.M.; Torres, D.F.M.. "First integrals for problems of calculus of variations on locally convex spaces". Applied Sciences 10 (2008): 207-218. http://www.scopus.com/inward/record.url?eid=2-s2.0-58149232323&partnerID=MN8TOARS.
  72. Papageorgiou, Nikolaos S.; Rocha, Euegnio M.; Staicu, Vasile. "A multiplicity theorem for hemivariational inequalities with a p-Laplacian-like differential operator". Nonlinear Analysis-Theory Methods & Applications 69 4 (2008): 1150-1163.
    10.1016/j.na.2007.06.023
  73. Papageorgiou, Nikolaos S.; Rocha, Eugenio M.. "A multiplicity theorem for a variable exponent dirichlet problem". Glasgow Mathematical Journal 50 (2008): 335-349.
    10.1017/S0017089508004242
  74. Rocha, E.M.; Rodrigues, M.M.. "The speed of reaction-diffusion-convection wavefronts in nonuniform media". AIP Conference Proceedings 936 (2007): 666-669. http://www.scopus.com/inward/record.url?eid=2-s2.0-35348904533&partnerID=MN8TOARS.
    10.1063/1.2790236
  75. Rocha, E.A.M.; Torres, D.F.M.. "Quadratures of Pontryagin extremals for optimal control problems". Control and Cybernetics 35 4 (2006): 947-963. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547204570&partnerID=MN8TOARS.
  76. Gouveia, P.D.F.; Torres, D.F.M.; Rocha, E.A.M.. "Symbolic computation of variational symmetries in optimal control". Control and Cybernetics 35 4 (2006): 831-849. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547217996&partnerID=MN8TOARS.
  77. L. P. Castro; Rocha, Eugénio. "Existence, uniqueness and differentiability of the solution of a functional equation with general delay.". An. Univ. Craiova, Ser. Mat. Inf. (2002): https://www.researchgate.net/publication/235992331_Existence_uniqueness_and_differentiability_of_the_solution_of_a_functional_equation_with_general_delay.
Capítulo de livro
  1. Diogo Costa; Eugénio M. Rocha; Pedro Ramalho. "Minimizing False-Rejection Rates in Gas Leak Testing Using an Ensemble Multiclass Classifier for Unbalanced Data". 2022.
    10.1007/978-3-031-20319-0_32
  2. Pedro Nunes; Eugénio M. Rocha; Jorge Neves; José Santos. "Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees". 2022.
    10.1007/978-3-031-20319-0_31
  3. Ângela F. Brochado; Eugénio M. Rocha; Carina Pimentel. "Understanding and Predicting Process Performance Variations of a Balanced Manufacturing Line at Bosch". 2022.
    10.1007/978-3-031-20319-0_27
  4. Lopes, M.J.; Rocha, E.M.; Georgieva, P.G.; Ferreira, N.. "General model for metrics calculation and behavior prediction in the manufacturing industry: An automated machine learning approach". 263-290. 2021.
  5. Eugénio M. Rocha. "Oscillatory Behaviour on a Non-autonomous Hybrid SIR-Model". 34-55. Springer Singapore, 2019.
    10.1007/978-3-030-19432-1_3
  6. Gonçalo Alves de Sousa Santinha; Kelly Patricia Murillo; Eugénio Alexandre Miguel Rocha; Carlos Alberto García González; Rocha, Eugénio. "Salud y territorio: reflexión teórica sobre la relación equidad/eficiencia en la salud". In Innovación, inclusión social y prospectiva en la gestión gerencial, 15-42. Editorial Universidad Santiago de Cali, 2019.
    Publicado • 10.35985/9789585522725.1
  7. Kelly Patricia Murillo; Eugénio Alexandre Miguel Rocha; Carlos Alberto García González; Rocha, Eugénio. "Estudio de eficiencia en la prestación de servicios de salud. El caso de los hospitales públicos de primer nivel en el Valle del Cauca". In Investigaciones en gestión empresarial, ambiental y competitividad, 19-50. Editorial Universidad Santiago de Cali, 2019.
    Publicado • 10.35985/9789585522701.1
  8. Rocha, Eugénio. "Existence of solutions of a class of nonlinear singular equations in Lorentz spaces". In Advances in Harmonic Analysis and Operator Theory, 201-214. Birkhäuser, 2013.
    Publicado • 10.1007/978-3-0348-0516-2_11
  9. Rocha, Eugénio. "A class of sub-elliptic equations on the Heisenberg group and related interpolation inequalities". In Advances in Harmonic Analysis and Operator Theory, 123-137. Birkhäuser, 2013.
    Publicado • 10.1007/978-3-0348-0516-2_7
  10. Rocha, E.M.; Rodrigues, J.F.; Rocha, Eugénio. "Disseminating and preserving mathematical knowledge". In Communicating Mathematics in the Digital Era, 3-21. A. K. Peters Ltd, 2008.
    Publicado
  11. Breda, A.; Parreira, T.; Rocha, E.M.. "The intbook concept as an adaptive web environment". 239-254. 2008.
  12. Rocha, Eugénio M.. "On computation of the logarithm of the Chen-Fliess series for nonlinear systems". In Lecture Notes in Control and Information Sciences, 317-326. Springer Berlin Heidelberg, 2003.
    10.1007/3-540-45802-6_25
Livro
  1. Kelly Patricia Murillo; Eugénio Alexandre Miguel Rocha; Carlos Alberto García González; Gonçalo Alves de Sousa Santinha; Pedro León Cruz Aguilar; Rubén Castillo Tabares; Marcela Díaz Velasco; et al. Innovación, inclusión social y prospectiva en la gestión gerencial. Editorial Universidad Santiago de Cali. 2019.
    10.35985/9789585522725
  2. Rocha, Eugénio. Special Issue in Multiple scale modelling of geophysical processes of Mathematical Geosciences. Alemanha: Springer. 2018.
    Publicado • 10.1007/ s11004-018-9749-7 • Editor
  3. Rocha, Eugénio. Innovación, inclusión social y prospectiva en la gestión gerencial (Tomo I). USC. 2018.
    Publicado • Editor
  4. Rocha, Eugénio. Innovación, inclusión social y prospectiva en la gestión gerencial (Tomo II). Colômbia. 2018.
    Publicado • Editor
  5. Kelly Patricia Murillo; Eugénio Alexandre Miguel Rocha; Carlos Alberto García González; Ricardo Astudillo Villegas; Paula Andrea Ceballos Chávez; Jennifer Hernández Robayo; Edgar Valdés Castro; et al. Investigaciones en Gestión Empresarial, Ambiental y Competitividad. Editorial Universidad Santiago de Cali. 2018.
    10.35985/9789585522701
  6. Rocha, Eugénio; Borwein, J.M.; Rocha, E.M.; Rodrigues, J.F.. Communicating mathematics in the digital era. A.K. Peters/CRC Press (last reprint in 2019). 2008.
    Publicado • Editor
  7. Borwein, J.M.; Rocha, E.M.; Rodrigues, J.F.. Preface. 2008.
Poster em conferência
  1. Nádia Silva; Raul Valente; Alves, Filipe; Raquel Ruivo; E. Rocha; C. Castro, L. Filipe. "Lost in the deep: a story of gene loss in sperm whales". Trabalho apresentado em 35th Conference of the European Cetacean Society, 2024.
  2. Sousa, Ana Luís; A. Andrade-Campos; Rocha, Eugénio. "Leakage Detection and Localization in Water Supply Systems using Physics-Informed Neural Networks". Trabalho apresentado em Encontro Ciência 2024, 2024.
Tese / Dissertação
  1. Ramalho, Natália da Costa. "Análise do fluxo dos utentes nas urgências do Centro Hospitalar do Baixo Vouga, E.P.E.". Mestrado, 2018. http://hdl.handle.net/10773/22903.
  2. Lirong Huang. "Multiplicity results for some classes of Schrödinger-Poisson systems". Doutoramento, 2014. http://hdl.handle.net/10773/12867.
  3. Murillo, Kelly Patricia. "Existence results for elliptic equations with singular terms". Doutoramento, 2013. http://hdl.handle.net/10773/9888.
  4. Pinto, Carla Alexandra Moreira. "Soluções da equação de onda unidimensional". Mestrado, 2013. http://hdl.handle.net/10773/12043.
  5. Rodrigues, Maria Manuela Fernandes. "Exact and numerical solutions for diffusio-reaction equations with convection term". Doutoramento, 2009. http://hdl.handle.net/10773/2944.
  6. Rocha, Eugénio Alexandre Miguel. "Uma Abordagem Algébrica à Teoria de Controlo Não Linear". Doutoramento, 2003. http://hdl.handle.net/10773/21444.
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2021 - 2023 Gestão inteligente da produção com recurso a dados da produção e a algoritmos de machine learning na Primus
Coorientador de Ingrid Isabel Lukoki
2021 - 2023 Modelo de previsão de preços de abertura do mercado financeiro: caso português PSI
Coorientador de Vanessa Maria Almeida Loureiro
2020 - 2022 Proposta de um sistema IoT para recolha e processamento de dados
Coorientador de Bruno Oliveira Mendes
2020 - 2022 Development of a recommendation system in PCBA repair
Coorientador de José Pedro Neves Cozinheiro
2020 - 2022 Identificação de fatores relevantes em problemas de qualidade e manutenção numa empresa de porcelana
Orientador de Beatriz Pinheiro Rato
2020 - 2022 Sistema de identificação de câmaras de combustão com recurso a machine learning
Coorientador de Rui Pedro Ferreira Pereira
2020 - 2022 Exploring decoding using Machine Learning
Coorientador de Willy Kevin Tafoyem
2020 - 2022 Avaliação do risco e progressão da degenerescência macular da idade utilizando Redes Bayesianas e XGBoost
Orientador de Maria Inês Vieira da Silva
2020 - 2022 Sistema preditivo de melhoria de stocks da indústria cerâmica
Orientador de Paulo André Gonçalves Lobo
2019 - 2022 Orchestration framework to support decision making in value stream oriented organizations
Orientador de Maria João Janeiro Matos Ferreira Lopes
2019 - 2021 Previsão de vendas de peças de substituição para otimização da gestão de stock
Orientador de Martim Afonso Gouveia Sousa
2019 - 2021 A predictive maintenance approach based on time series segmentation
Coorientador de Daniel Filipe Silveira Coelho
2019 - 2021 Manutenção preditiva em centros de conformação na Vista Alegre Atlantis SA
Coorientador de Luís Facão Descalço
2018 - 2020 PCBA quality control, error classifiation and repair recommendation
Orientador de Mariana Almeida Pinto
2016 - 2018 Análise do fluxo dos utentes nas urgências do Centro Hospitalar do Baixo Vouga, E.P.E.
Orientador de Natália da Costa Ramalho
2011 - 2014 Multiplicity results for some classes of Schrödinger-Poisson systems
Orientador de Lirong Huang
2011 - 2013 Soluções da equação de onda unidimensional
Orientador de Carla Alexandra Moreira Pinto
2010 - 2013 Existence results for elliptic equations with singular terms
Orientador de Kelly Patricia Murillo
2007 - 2009 Exact and numerical solutions for diffusio-reaction equations with convection term
Orientador de Maria Manuela Fernandes Rodrigues
2005 - 2007 Pesquisa de informação em catálogos científicos
Orientador de Rita Catarina Nunes Gaspar
Distinções

Prémio

2024 Best Poster Communication (Nascimento Leitão - Bayer Prize) presented at the 6th Statistics on Health Decision Making: Artificial Intelligence meeting, Aveiro, Portugal).
Bayer España, Espanha
2023 Best Paper Award: "A Modular IoT-based Architecture for Logistics Service Performance Assessment and Real-Time Scheduling towards a Synchromodal Transport System" received at the 17th International Congress on Logistics and SCM Systems, Seoul, South Korea
International Federation of Logistics and SCM Systems, Japão
2022 Best Paper Award: "Predictive maintenance on injection molds by generalized fault trees and anomaly detection" received at the 4th International Conference on Industry 4.0 and Smart Manufacturing, Linz, Austria.
International Conference on Industry 4.0 and Intelligent Manufacturing (ISM2022), Áustria