???global.info.a_carregar???
Maria Eduarda da Rocha Pinto Augusto da Silva is Associate Professor with Aggregation at the School of Economics and Managment of the University of Porto. She obtained the habilitation in 2015/01/16 at Universidade do Porto , Doctor of Philosophy in Statistics in 1994/06/07 and Master in Science (Statistics) in 1998/10/01 at The University of Manchester and Licenciatura em Matemática - Ramo Aplicada in 1985/07/27 at the Universidade do Porto Faculdade de Ciências. She is Director of the Data Analytics Master . She has 65 peer reviwed publications in journals , procceedings e book chapters. She has been publishing in international journals,such as Journal Time Series Analysis, Journal of Multivariate Analysis, AStA Advances in Statistical Analysis, Spatial Statistics, Test, Statistical Papers. She has supervised/co-supervised 10 PhD theses and more than 20 MSc thesis. She is researcher in one funded project. Her research interests are in time series analysis and forecasting, both in methodological developments as well as applications in areas such as: environment, geosciences, biomedicine, economics.
Read full resume ↓
Identification

Personal identification

Full name
Maria Eduarda da Rocha Pinto Augusto da Silva
Gender
Female

Citation names

  • Silva, Maria
  • Maria Eduarda Silva
  • M.E. Silva
  • Silva, Maria Eduarda

Author identifiers

Ciência ID
C417-042F-755F
ORCID iD
0000-0003-2972-2050
Researcher Id
C-6194-2009
Scopus Author Id
13205620900

Knowledge fields

  • Exact Sciences - Mathematics - Statistics and Probability
Education
Degree Classification
2015/01/16
Concluded
 Matemática Aplicada (Título de Agregado)
Universidade do Porto, Portugal
1987/09/22 - 1998/10/01
Concluded
 Master in Science (Master)
Major in Statistics
The University of Manchester School of Mathematics, United Kingdom
"Non-Linear Time Series Analysis of the Monthly Sunspot Data" (THESIS/DISSERTATION)
 NA
1994/06/07
Concluded
 Statistics (Doctor of Philosophy)
The University of Manchester, United Kingdom
"Contributions to the Analysis of Bilinear Time Series" (THESIS/DISSERTATION)
1985/07/27
Concluded
 Matemática (Licenciatura)
Major in Matemática Aplicada
Universidade do Porto Faculdade de Ciências, Portugal
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2008/01/02 - Current Associate Professor (University Teacher) Universidade do Porto Faculdade de Economia, Portugal
1994/06/07 - 2007/12/31 Assistant Professor (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal

Positions / Appointments

Category
Host institution 		Employer
2022/07/03 - Current President of the Pedagogic Council Universidade do Porto Faculdade de Economia, Portugal
2019/06/20 - Current Directora de Mestrado em Modelação, Análise de dados e Sistemas de Apoio à Decisão Universidade do Porto, Portugal
Projects

Contract

Designation Funders
2025/02/01 - 2026/07/31 Time Series Privacy-Preserving: New Approaches via Complex Networks
2023.13039.PEX
10.54499/2023.13039.PEX
Co-Principal Investigator (Co-PI)
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2010/04/01 - 2013/09/30 GALENO - Modelação e controlo para administração personalizada de fármacos
PTDC/SAU-BEB/103667/2008
Centro Hospitalar Universitário de Santo António, Portugal

Unidade Local de Saúde de Matosinhos EPE, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade de Aveiro Centro de Investigação e Desenvolvimento em Matemática e Aplicações, Portugal

Universidade do Porto Instituto de Ciências Tecnologias e Agroambiente, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2018/10/04 - 2021/10/03 Improving spatial estimation and survey design through preferential sampling in fishery and biological applications
PTDC/MAT-STA/28243/2017
Researcher
Universidade do Porto Faculdade de Economia, Portugal
Ongoing
Outputs

Publications

Book
  1. Rocha, C.; Lemos, J.M.; Mendonça, T.F.; Silva, M.E.. Probabilistic description of model set response in neuromuscular blockade. 2014.
    10.1007/978-3-319-01857-7_39
Book chapter
  1. Isabel Silva; Maria Eduarda Silva; Isabel Pereira. "Bayesian Modelling of Time Series of Counts with Missing Data". 2025.
    10.1007/978-3-031-68949-9_7
  2. Rodney Sousa; Isabel Pereira; Maria Eduarda Silva. "Censored Multivariate Linear Regression Model". 2022.
    10.1007/978-3-031-12766-3_20
  3. Silva, ME; Silva, I; Torres, C. "Modelling Overdispersion with Integer-Valued Moving Average Processes". 2019.
    10.1007/978-3-030-28665-1_21
  4. Silva, I; Silva, ME. "Wavelet-Based Detection of Outliers in Poisson INAR(1) Time Series". 2018.
    10.1007/978-3-319-76605-8_13
  5. Almeida, R; Dias, C; Silva, ME; Rocha, AP. "ARFIMA-GARCH modeling of HRV: Clinical application in acute brain injury". 2017.
    10.1007/978-3-319-58709-7_17
  6. Leite, A; Silva, ME; Rocha, AP. "Scaling exponents in heart rate variability". 2013.
    10.1007/978-3-642-34904-1_27
Conference paper
  1. Rocha, C; Mendonça, T; Silva, ME. "On-line atracurium dose prediction: a nonparametric approach". 2022.
    10.1109/ccta49430.2022.9966125
  2. Silva, ME; Campos, P. "Statistical education and official statistics - training future data scientists". 2022.
    10.52041/iase.tqrje
  3. Rocha, AP; Pinto, H; Amado, C; Silva, ME; Pernice, R; Javorka, M; Faes, L. "Assessing Transfer Entropy in cardiovascular and respiratory time series: A VARFI approach". 2021.
    10.3390/entropy2021-09774
  4. Martins, A; Amado, C; Rocha, AP; Silva, ME; Pernice, R; Javorka, M; Faes, L. "Vector Autoregressive Fractionally Integrated Models to Assess Multiscale Complexity in Cardiovascular and Respiratory Time Series". 2020.
    10.1109/esgco49734.2020.9158136
  5. Leite, A; Silva, ME; Rocha, AP. "Classification of HRV using Long Short-Term Memory Networks". 2020.
    10.1109/esgco49734.2020.9158150
  6. Leite, A; Silva, ME; Rocha, AP. "Model-Based Classification of Heart Rate Variability". 2018.
    10.1109/embc.2018.8512310
  7. Rocha, AP; Leite, A; Silva, ME. "Volatility Leveraging in Heart Rate: health vs disease". 2016.
  8. Leite, A; Silva, ME; Rocha, AP. "Modeling volatility in Heat Rate Variability". 2016.
    10.1109/EMBC.2016.7591502
  9. Silva, ME; Pereira, I. "Detection of Additive Outliers in Poisson INAR(1) Time Series". 2015.
    10.1007/978-3-319-16121-1_19
  10. Rocha, AP; Almeida, R; Leite, A; Silva, MJ; Silva, ME. "Long-term HRV in critically ill pediatric patients: coma versus brain death". 2014.
  11. Leite, A; Rocha, AP; Silva, ME. "Enhancing Scaling Exponents in Heart Rate by means of Fractional Integration". 2013.
  12. Lemos, J.M.; Rocha, C.; Mendonça, T.F.; Silva, M.E.. "A nonlinear continuous-discrete filter with model parameter uncertainty and application to anesthesia". 2013.
    10.1109/CDC.2013.6760187
  13. Rocha, C.; Mendonça, T.; De Oliveira, M.; Silva, M.E.. "A linear model for estimating propofol individualized dosage". 2012.
    10.3182/20120829-3-hu-2029.00043
  14. Gouveia, S.; Rocha, C.; Rocha, A.P.; Silva, M.E.. "Time domain BRS estimation: Least squares versus quantile regression". 2010.
  15. Rocha, C.; Mendonça, T.; Eduarda Silva, M.. "Online individualized dose estimation". 2009.
    10.1109/WISP.2009.5286553
  16. Leite, A.; Rocha, A.P.; Silva, M.E.. "Long memory and volatility in HRV: An ARFIMA-GARCH approach". 2009.
  17. Leite, A.; Rocha, A.P.; Silva, M.E.; Gouveia, S.; Carvalho, J.; Costa, O.. "Long-range dependence in heart rate variability data: ARFIMA modelling vs detrended fluctuation analysis". 2007.
    10.1109/CIC.2007.4745411
  18. Barbosa, S.M.; Fernandes, M.J.; Silva, M.E.. "Scale-based comparison of sea level observations in the North Atlantic from satellite altimetry and tide gauges". 2007.
    10.1007/978-3-540-49350-1_10
  19. Barbosa, S.M.; Femandes, M.J.; Silva, M.E.. "Space-time analysis of sea level in the North Atlantic from TOPEX/Poseidon satellite altimetry". 2005.
    10.1007/3-540-26932-0_43
Journal article
  1. Freitas Silva, Vanessa; Silva, Maria Eduarda; Ribeiro, Pedro; Silva, Fernando. "Multilayer horizontal visibility graphs for multivariate time series analysis". Data Mining and Knowledge Discovery 39 3 (2025): https://doi.org/10.1007/s10618-025-01089-4.
    10.1007/s10618-025-01089-4
  2. Eduardo André Costa; Maria Eduarda Silva; Ana Beatriz Galvão. "Real-time nowcasting the monthly unemployment rates with daily Google Trends data". Socio-Economic Planning Sciences (2024): https://doi.org/10.1016/j.seps.2024.101963.
    10.1016/j.seps.2024.101963
  3. Barbosa, S; Silva, ME; Rousseau, DD. "Characterisation of Dansgaard-Oeschger events in palaeoclimate time series using the matrix profile method". NONLINEAR PROCESSES IN GEOPHYSICS (2024): https://www.authenticus.pt/P-016-Z8M.
  4. Rodrigues, ARF; Silva, ME; Silva, VF; Maia, MRG; Cabrita, ARJ; Trindade, H; Fonseca, AJM; Pereira, JLS. "Implications of seasonal and daily variation on methane and ammonia emissions from naturally ventilated dairy cattle barns in a Mediterranean climate: A two-year study". SCIENCE OF THE TOTAL ENVIRONMENT (2024): https://www.authenticus.pt/P-010-P17.
    10.1016/j.scitotenv.2024.173734
  5. Costa, EA; Silva, ME. "Predicting macroeconomic indicators from online activity data: A review". Statistical Journal of the IAOS (2024): https://www.authenticus.pt/P-010-DZ3.
    10.3233/sji-230102
  6. Isabel Silva; Maria Eduarda Silva; Isabel Pereira; Brendan McCabe. "Time Series of Counts under Censoring: A Bayesian Approach". Entropy (2023): https://doi.org/10.3390/e25040549.
    10.3390/e25040549
  7. Silva, VF; Silva, ME; Ribeiro, P; Silva, FMA. "MHVG2MTS: Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis". CoRR (2023):
    10.1007/s10618-025-01089-4
  8. Salles, AAd; Silva, ME; Teles, P. "Empirical Evidence of Associations and Similarities between the National Equity Markets Indexes and Crude Oil Prices in the International Market". Open Journal of Business and Management (2022):
    10.4236/ojbm.2022.101010
  9. Pinto, H; Pernice, R; Silva, ME; Javorka, M; Faes, L; Rocha, AP. "Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control". PHYSIOLOGICAL MEASUREMENT (2022):
    10.1088/1361-6579/ac826c
  10. Monteiro, Andreia; Menezes, Raquel; Silva, Maria Eduarda. "Modelling informative time points: an evolutionary process approach". TEST 30 2 (2021): 364-382. http://dx.doi.org/10.1007/s11749-020-00722-2.
    10.1007/s11749-020-00722-2
  11. Puindi, António Casimiro; Silva, Maria Eduarda. "Dynamic structural models with covariates for short-term forecasting of time series with complex seasonal patterns". Journal of Applied Statistics 48 5 (2021): 804-826. http://dx.doi.org/10.1080/02664763.2020.1748178.
    Published • 10.1080/02664763.2020.1748178
  12. Silva, Vanessa Freitas; Silva, Maria Eduarda; Ribeiro, Pedro; Silva, Fernando. "Time series analysis via network science: Concepts and algorithms". WIREs Data Mining and Knowledge Discovery 11 3 (2021): http://dx.doi.org/10.1002/widm.1404.
    10.1002/widm.1404
  13. Isabel Silva; Maria Eduarda Silva; Cristina Torres. "Inference for bivariate integer-valued moving average models based on binomial thinning operation". Journal of Applied Statistics (2020): https://doi.org/10.1080/02664763.2020.1747411.
    10.1080/02664763.2020.1747411
  14. Aurora Martins; Riccardo Pernice; Celestino Amado; Ana Paula Rocha; Maria Eduarda Silva; Michal Javorka; Luca Faes. "Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series". Entropy 22 3 (2020): 315-315. https://doi.org/10.3390/e22030315.
    10.3390/e22030315
  15. Monteiro, A; Menezes, R; Silva, ME. "MODELLING IRREGULARLY SPACED TIME SERIES UNDER PREFERENTIAL SAMPLING". REVSTAT-STATISTICAL JOURNAL (2020):
  16. Faes, L; Pereira, MA; Silva, ME; Pernice, R; Busacca, A; Javorka, M; Rocha, AP. "Multiscale information storage of linear long-range correlated stochastic processes". PHYSICAL REVIEW E (2019):
    10.1103/physreve.99.032115
  17. Silva, ME; Pereira, I; McCabe, B. "Bayesian Outlier Detection in Non-Gaussian Autoregressive Time Series". JOURNAL OF TIME SERIES ANALYSIS (2019):
    10.1111/jtsa.12439
  18. Monteiro, A; Menezes, R; Silva, ME. "Modelling Preferential Sampling in time". Boletin de Estadistica e Investigacion Operativa (2019):
  19. Andreia Monteiro; Raquel Menezes; Maria Eduarda Silva. "Modelling spatio-temporal data with multiple seasonalities: The NO2 Portuguese case". Spatial Statistics 22 (2017): 371-387. https://doi.org/10.1016/j.spasta.2017.04.005.
    10.1016/j.spasta.2017.04.005
  20. Moeller, TA; Silva, ME; Weiss, CH; Scotto, MG; Pereira, I. "Self-exciting threshold binomial autoregressive processes". ASTA-ADVANCES IN STATISTICAL ANALYSIS (2016):
    10.1007/s10182-015-0264-6
  21. Rocha, C.; Mendonça, T.; Silva, M.E.. "Individualizing propofol dosage: a multivariate linear model approach". Journal of Clinical Monitoring and Computing 28 6 (2014): 525-536. http://www.scopus.com/inward/record.url?eid=2-s2.0-84914148635&partnerID=MN8TOARS.
    10.1007/s10877-013-9510-1
  22. Scotto, M.G.; Weiß, C.H.; Silva, M.E.; Pereira, I.. "Bivariate binomial autoregressive models". Journal of Multivariate Analysis 125 (2014): 233-251. http://www.scopus.com/inward/record.url?eid=2-s2.0-84892968720&partnerID=MN8TOARS.
    10.1016/j.jmva.2013.12.014
  23. Leite, A.; Paula Rocha, A.; Eduarda Silva, M.. "Beyond long memory in heart rate variability: An approach based on fractionally integrated autoregressive moving average time series models with conditional heteroscedasticity". Chaos 23 2 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84880367130&partnerID=MN8TOARS.
    10.1063/1.4802035
  24. Rocha, Conceição; Mendonça, Teresa; Eduarda Silva, Maria. "Modelling neuromuscular blockade: a stochastic approach based on clinical data". Mathematical and Computer Modelling of Dynamical Systems 19 6 (2013): 540-556. http://dx.doi.org/10.1080/13873954.2013.801865.
    10.1080/13873954.2013.801865
  25. Leite, A; Silva, ME; Rocha, AP. "Análise da variabilidade da frequência cardíaca em indivíduos saudáveis, doentes com insuficiência cardíaca e doentes transplantados". Motricidade (2013):
    10.6063/motricidade.9(4).1139
  26. Barczy, M.; Ispány, M.; Pap, G.; Scotto, M.; Silva, M.E.. "Additive outliers in INAR(1) models". Statistical Papers 53 4 (2012): 935-949. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867892251&partnerID=MN8TOARS.
    10.1007/s00362-011-0398-x
  27. Barczy, M.; Ispány, M.; Pap, G.; Scotto, M.; Eduarda Silva, M.. "Innovational outliers in INAR(1) models". Communications in Statistics - Theory and Methods 39 18 (2010): 3343-3362. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956470641&partnerID=MN8TOARS.
    10.1080/03610920903259831
  28. Fatichi, S.; Barbosa, S.M.; Caporali, E.; Silva, M.E.. "Deterministic versus stochastic trends: Detection and challenges". Journal of Geophysical Research: Atmospheres 114 18 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-72049125637&partnerID=MN8TOARS.
    10.1029/2009JD011960
  29. Barbosa, S.M.; Silva, M.E.. "Low-frequency sea-level change in Chesapeake Bay: Changing seasonality and long-term trends". Estuarine, Coastal and Shelf Science 83 1 (2009): 30-38. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349246470&partnerID=MN8TOARS.
    10.1016/j.ecss.2009.03.014
  30. Barbosa, S.M.; Silva, M.E.; Fernandes, M.J.. "Multi-scale variability patterns in NCEP/NCAR reanalysis sea-level pressure". Theoretical and Applied Climatology 96 3-4 (2009): 319-326. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349157164&partnerID=MN8TOARS.
    10.1007/s00704-008-0042-4
  31. Silva, I; Silva, ME. "PARAMETER ESTIMATION FOR INAR PROCESSES BASED ON HIGH-ORDER STATISTICS". REVSTAT-STATISTICAL JOURNAL (2009): https://www.authenticus.pt/P-003-MC3.
  32. Silva, N; Pereira, I; Silva, ME. "FORECASTING IN INAR(1) MODEL". REVSTAT-STATISTICAL JOURNAL (2009): https://www.authenticus.pt/P-003-MC4.
  33. Barbosa, S.M.; Silva, M.E.; Fernandes, M.J.. "Changing seasonality in North Atlantic coastal sea level from the analysis of long tide gauge records". Tellus, Series A: Dynamic Meteorology and Oceanography 60 A 1 (2008): 165-177. http://www.scopus.com/inward/record.url?eid=2-s2.0-37549014887&partnerID=MN8TOARS.
    10.1111/j.1600-0870.2007.00280.x
  34. Barbosa, SM; Silva, ME; Fernandes, MJ. "Time series analysis of sea-level records: Characterising long-term variability". Lecture Notes in Earth Sciences (2008):
    10.1007/978-3-540-78938-3_8
  35. Silva, N; Pereira, I; Silva, ME. "ESTIMATION AND FORECASTING IN SUINAR(1) MODEL". REVSTAT-STATISTICAL JOURNAL (2008): https://www.authenticus.pt/P-003-VCP.
  36. Barbosa, S.M.; Steinitz, G.; Piatibratova, O.; Silva, M.E.; Lago, P.. "Radon variability at the Elat granite, Israel: Heteroscedasticity and nonlinearity". Geophysical Research Letters 34 15 (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-34948816176&partnerID=MN8TOARS.
    10.1029/2007gl030065
  37. Silva, I.; Silva, M.E.. "Asymptotic distribution of the Yule-Walker estimator for INAR(p) processes". Statistics and Probability Letters 76 15 (2006): 1655-1663. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745825528&partnerID=MN8TOARS.
    10.1016/j.spl.2006.04.008
  38. Barbosa, S.M.; Fernandes, M.J.; Silva, M.E.. "Long-range dependence in North Atlantic sea level". Physica A: Statistical Mechanics and its Applications 371 2 (2006): 725-731. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748699789&partnerID=MN8TOARS.
    10.1016/j.physa.2006.03.046
  39. Leite, A.S.; Rocha, A.P.; Silva, M.E.; Costa, O.. "Modelling long-term heart rate variability: An ARFIMA approach". Biomedizinische Technik 51 4 (2006): 215-219. http://www.scopus.com/inward/record.url?eid=2-s2.0-34247216144&partnerID=MN8TOARS.
    10.1515/bmt.2006.040
  40. Barbosa, S.; Silva, M.E.; Fernandes, M.J.. "Wavelet analysis of the Lisbon and Gibraltar North Atlantic Oscillation winter indices". International Journal of Climatology 26 5 (2006): 581-593. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646240621&partnerID=MN8TOARS.
    10.1002/joc.1263
  41. Barbosa, S.M.; Silva, M.E.; Fernandes, M.J.. "Multivariate autoregressive modelling of sea level time series from TOPEX/Poseidon satellite altimetry". Nonlinear Processes in Geophysics 13 2 (2006): 177-184. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745553885&partnerID=MN8TOARS.
    10.5194/npg-13-177-2006
  42. Silva, M.E.; Oliveira, V.L.. "Difference equations for the higher order moments and cumulants of the INAR(p) model". Journal of Time Series Analysis 26 1 (2005): 17-36. http://www.scopus.com/inward/record.url?eid=2-s2.0-12444309302&partnerID=MN8TOARS.
    10.1111/j.1467-9892.2005.00388.x
  43. Silva, I.; Silva, M.E.; Pereira, I.; Silva, N.. "Replicated INAR(1) processes". Methodology and Computing in Applied Probability 7 4 (2005): 517-542. http://www.scopus.com/inward/record.url?eid=2-s2.0-28944432440&partnerID=MN8TOARS.
    10.1007/s11009-005-5006-x
  44. Eduarda Silva, M.; Mendonça, T.; Silva, I.; Magalhães, H.. "Statistical analysis of neuromuscular blockade response: Contributions to an automatic controller calibration". Computational Statistics and Data Analysis 49 3 (2005): 955-968. http://www.scopus.com/inward/record.url?eid=2-s2.0-18744363886&partnerID=MN8TOARS.
    10.1016/j.csda.2004.05.036
  45. Da Silva, M.E.; Oliveira, V.L.. "Difference equations for the higher-order moments and cumulants of the inar(1) model". Journal of Time Series Analysis 25 3 (2004): 317-333. http://www.scopus.com/inward/record.url?eid=2-s2.0-2942562040&partnerID=MN8TOARS.
    10.1111/j.1467-9892.2004.01685.x
  46. Barbosa, S.M.; Fernandes, M.J.; Silva, M.E.. "Nonlinear sea level trends from European tide gauge records". Annales Geophysicae 22 5 (2004): 1465-1472. http://www.scopus.com/inward/record.url?eid=2-s2.0-2442504856&partnerID=MN8TOARS.
  47. RAO, TS; DASILVA, MEA. "IDENTIFICATION OF BILINEAR TIME-SERIES MODELS BL(P,O,P,1)". STATISTICA SINICA (1992): https://www.authenticus.pt/P-005-5Q2.
Newsletter article
  1. Silva, Isabel; Maria Eduarda Silva. "Métodos de deteção de outliers baseados em wavelets: o caso dos modelos INAR(1) de Poisson", Boletim da Sociedade Portuguesa de Estatística, Primavera de 2019, 2019, http://www.spestatistica.pt/images/boletim/Boletim_primavera_2019.pdf.
Preprint
  1. Silva, VF; Silva, ME; Ribeiro, P; Silva, F. "Multilayer quantile graph for multivariate time series analysis and dimensionality reduction". 2024. https://www.authenticus.pt/P-00Z-MGF.
    10.1007/s41060-024-00561-6

Other

Other output
  1. Automatic characterisation of Dansgaard-Oeschger events in palaeoclimate ice records. 2023. Barbosa, S; Silva, ME; Dias, N; Rousseau, D.
    10.5194/egusphere-egu23-3612
  2. Novel Features for Time Series Analysis: A Complex Networks Approach. 2022. Silva, VF; Silva, ME; Ribeiro, P; Silva, FMA. https://link.springer.com/article/10.1007/s10618-022-00826-3.
    10.1007/s10618-022-00826-3
  3. Individualizing propofol dosage: a multivariate linear model approach (vol 28, pg 525, 2014). 2017. Rocha, C; Mendonca, T; Silva, ME; Gambus, P.
    10.1007/s10877-016-9834-8
  4. Preface. 2008. Brito, P; Figueiredo, A; Pires, A; Ferreira, AS; Marcelo, C; Figueiredo, F; Sousa, F; et al.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021/04/15 - 2024/12/16 Public online activity data sources and unemployment prediction
Supervisor of Eduardo André Moura Martins Costa
 TESE DE DOUTORAMENTO EM ECONOMIA (PhD)
Universidade do Porto Faculdade de Economia, Portugal
2018/09/24 - 2023/05/04 Complex Networks in Time Series Analysis
Co-supervisor
 Informática (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2018/09/10 - 2023/01/26 Models for limited dependent variables.
Co-supervisor
 Programa Doutoral em Matemática (3º Ciclo) (PhD)
Universidade de Aveiro, Portugal
2015/09/20 - 2019/06/07 Contributions to Spatial and Temporal Modelling
Co-supervisor
 Programa de Doutoramento em Matemática Aplicada (PhD)
Universidade do Minho, Portugal
2014/10/07 - 2018/11/30 Contribuições para o Desenho de Modelos de Previsão da Procura: Aplicação no Planeamento Energético para a Cidade de Cabinda.
Supervisor
 Doutoramento em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Economia, Portugal
2011/10/03 - 2016/07/25 Contributions to the analysis of multivariate count data
Co-supervisor
 Programa Doutoral em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2010/10/13 - 2016/07/25 Contributions to option pricing
Supervisor
 Programa Doutoral Em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Economia, Portugal
2009/09/27 - 2014/01/30 Data Assimilation: contribuições para a modelação, previsão e controlo em anestesia
Co-supervisor
 Programa Doutoral em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2003/12/26 - 2008/12/18 Modelação de processos variantes no tempo: aplicação na variabilidade da frequência cardíaca
Co-supervisor
 Doutoramento em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2003/09/01 - 2006/11/12 Sea level change in the North Atlantic from tide gauges and satellite altimetry
Co-supervisor
 Doutoramento em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2001/09/05 - 2005/09/22 Análise Bayesiana de Séries Temporais de Valores Inteiros
Co-supervisor
 Doutoramento em Matemática (PhD)
Universidade de Aveiro, Portugal
2001/11/26 - 2005/05/06 Contributions to the analysis of discrete-valued time series
Supervisor
 Doutoramento em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
1998/01/23 - 2001/05/05 Modelos para séries cronológicas de contagem: caracterização e modelação
Supervisor
 Doutoramento em Matemática Aplicada (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
Distinctions

Award

2023 Prémio Fernando Nicolau
Associação Portuguesa de Classificação e Análise de dados, Portugal