Membros > Membros doutorados

Conceição Amado

Morada Institucional

Instituto Superior Técnico (IST)
Av. Rovisco Pais 1
1049-001 LISBOA


Telefone: +351 218417045 | Email: conceicao.amado@tecnico.ulisboa.pt

Posição

Professora Auxiliar, Instituto Superior Técnico, Universidade de Lisboa

Área

Estatística e Processos Estocásticos

Área Principal

Estatística multivariada, métodos robustos

Outra Área

Estatística aplicada, data mining

Orcid ID: 0000-0001-6664-6486

Scopus ID: 7801356098

ResearchGate: Conceição Amado

Google Scholar: Conceição Amado

Qualificações

  • Doutoramento em Matemática, IST, UTL, 2004
  • Mestrado em Estatística e Investigação Operacional, FCL, UL,1994

Artigos em Revistas Internacionais

Artigos ou Capítulos em Livros Editados

Comunicações em Actas de Conferência

Teses

Artigos em Revistas Científicas Nacionais

Orientação de Teses de Doutoramento

  • Maria José Silva. Probability and Statistics Methods for Water Supply System Management (provisional title). PhD in Statistics and Stochastic Processes. IST/UL, Lisbon. Supervised by C. Amado, D. Loureiro (LNEC) and A. Pacheco (IST/UL). September 2017 - ...
  • Rita  Alves. Water Consummation Forecasting (provisional title). PhD in Environmental Engineering. IST/UL, Lisbon. Supervised by D. Covas (IST/DEC/CERIS) and C. Amado. February 2017- ...
  • Teresa Risso. Confidence Intervals by the Minimum Distance Method. Ph.D Program in Statistics and Stochastic Processes. IST/UL, Lisbon. Co-supervised by A. Pires (IST/UL), September, 2017.
  • Eunice Carrasquinha. Principal Component Analysis and Circulant matrices. Ph.D Program in Statistics and Stochastic Processes. IST/UL, Lisbon. Co-supervised by A. Pires (IST/UL), July, 2015.
     

 Orientação de Teses de Mestrado (concluídas):

  • João Brazuna. Anomaly Detection and Classification for Streaming Data. MSc in Mathematics and Applications, IST/UL, Lisbon. Dec, 2018. Supervisors:  C. Amado and P. Soares.
  • Ana Teresa Fernandes. Symbolic clustering and anomaly detection for business analytics. MSc in Mathematics and Applications, IST/UL, Lisbon. Dec, 2018. Supervisors: M. R. Oliveira and C. Amado.
  • Ana Marques. Mathematical modeling of garden watering demand. MSc in Mathematics and Applications, IST/UL, Lisbon. July, 2018. Co-supervised by D. Loureiro (LNEC).
  • Catarina Vaz. Clustering of Load Curves to Support Demand and Generation Forecast. MSc in Mathematics and Applications, IST/UL, Lisbon. November, 2017. Supervisors:  C. Amado and M. Pedro (EDP).
  • Joana Sousa. Analysis of pedestrian injury severity using Data Mining techniques. MSc in Mathematics and Applications, IST/UL, Lisbon. July, 2017. Supervisors:  C. Amado and J. Dias (DM/IST/IDMEC).
  • Manuel Goulão. Kinematic Data Filtering with Unscented Kalman Filter - Application to Senior Fitness Tests Using the Kinect Sensor. MSc in Biomedical Engineering, IST-UL, Lisbon.  November, 2017. Supervisors:  A. Bernardino (DEEC/IST/ISR) and C. Amado.
  • Nuno Lima. Development of an Aircraft Health Monitoring Program for Predictive Maintenance. MSc in Aerospace Engineering, IST/UL. November, 2017. Supervised by P. Serrão (DM/IST), A. Leite and C. Amado. 
  • Kenny Santos. Powered Two Wheelers Road Accidents: Identification of Risk Factors and Development of Computational Models for Scientific Reconstruction. MSc in Mechanical Engineering, IST/UL. Supervisors:  J. Dias (DM/IST/IDMEC) and C. Amado.
  • Patrícia Neves. Comparação estatística de medidas de qualidade de imagem: da visualização à quantificação. MSc in Mathematics and Applications, IST/UL, Lisbon. December, 2016. Co-supervised by E. Carrasquinha (IDMEC).
  • Maria Silva. Modelação da Incerteza e Deteção de Outliers para Melhoria do Diagnóstico de Perdas em Sistemas de Abastecimento de Água. MSc in Mathematics and Applications, IST/UL, Lisbon. December, 2016. Co-supervised by D. Loureiro (LNEC).
  • Xavier Henriques. Implementation of data mining techniques for attitude and orbit control systems. MSc in Aerospace Engineering. IST/UL. November, 2016. Co-supervised by F. Lau (IST/UL).
  • Ana Pereira. Analysis of the Claims Data of a Life Insurance Portfolio. MSc in Actuarial Science. ISEG/UL. July 2016. Co-supervised by O. Simões (ISEG-UL).
  • Irís Ferreira. Modelação de Taxas de Resgate em Seguros de Vida. MSc in Actuarial Science. ISEG/UL. May 2016. Co-orientadora: Ana Maria Martins Pereira (BPI).
  • Guilherme Carvalho. Data mining techniques to predict sewer condition. MSc in Mathematics and Applications, IST/UL, Lisbon. June 2015. Co-supervised by R. Brito (LNEC).
  • Rui Barrela. Data reconstruction of flow time series in water distribution networks. MSc in Mathematics and Applications, IST/UL, Lisbon, June 2015. Co-supervised by D. Loureiro (LNEC)
  • Catarina Diniz. Bootstrap Confidence Intervals on Symbolic Data Domain: A preliminary Study. MSc in Mathematics and Applications, IST/UL, Lisbon, June 2015.
  • Pedro Santos. Decision support tools for urban drainage system management . MSc in Mathematics and Applications, IST/UL, Lisbon, November, 2013.
  • Tiago Matos. Statistical Methods for Classification of Musical Genres. MSc in Mathematics and Applications, IST/UL, Lisbon, July, 2013.
  • Marta Pinto. Credit rating. A multivariate ordering question? MSc in Mathematics and Applications, IST/UTL, Lisbon, June, 2013. Co-supervised by A. M. Pires.
  • Marco Henriques. Planning and Control of Robotic Anthropomorphic Hands using Synergies. MSc in Mathematics and Applications, IST/UTL, Lisbon, June 2013. Co-supervised by A. Bernardino (DEEC/IST/ISR).
  • Fábio Ivan Maia Roque dos Reis. Pedestrian detection in images: a new approach based on dimensionality reduction and outliers detection rules. (Detecção de pedestres em imagens: Uma nova abordagem baseada na redução de dimensionalidade e regras de detecção de outliers.). In Portuguese. MSc in Mathematics and Applications, IST/UTL, Lisbon, December 2011. Co-supervised by A. Bernardino (DEEC/IST/ISR).
  • André Damião da Costa Martins. Stochastic models for prediction of pipe failures in water supply systems. MSc in Mathematics and Applications, IST/UTL, Lisbon, November 2011. Co-supervised by J. P. Leitão (LNEC).
  • Rodrigo Borba. Statistical modelling of household night water consumption. (Modelação Estatística do Consumo Nocturno Doméstico de Água.)In Portuguese. MSc in Applied Mathematics, IST/UTL, Lisbon. November 2009.
  • Raquel Escola. Obesity and childhood PHDA. (Obesidade e PHDA infantil: Modelo de Regressão Logística.) In Portuguese. MSc in Applied Mathematics, IST/UTL, Lisbon. November 2009.
  • Daniela Pontes. T and F tests: robust or not is the question! In Portuguese. ( Testes t e F: Robustos ou não, eis a questão!.) MSc in Applied Mathematics, IST/UTL, Lisbon. Co-supervised by João Branco, Mathematics Department, IST.
  • Sofia Raquel Cascais Ferreira Pinto. Robust Multivariate Regression. In Portuguese. (Regressão multivariada robusta.) MSc in Statistics, IST/UTL, Lisbon. Fevereiro 2009.
  • Helena Maria Aleixo Pereira. Robust Methods for Linear and Non-linear Regression. In Portuguese. (Métodos Robustos para Regressão Linear e Não Linear.) MSc in Statistics, IST/UTL, Lisbon. Janeiro 2008.
  • Carla Patrícia Fernandes dos Santos. Logistic Regression Model in the Study of Obesity in Portugal) Modelo de Regressão Logística no estudo da obesidade em Portugal. MSc in Mathematics, IST/UTL, Lisbon. October 2007.
  • Catarina Maria Miranda de Sousa Rego. Robust Methods for finite population sampling. In Portuguese. (Métodos Robustos em Amostragem em Populações Finitas.) MSc in Mathematics IST/UTL, Lisbon. October 2007.
  • Delfina Rosa Moura Barbosa, Methods for finite population sampling. In Portuguese. (Metodologias de amostragem em populações finitas.) MSc in Statistics, IST/UTL, Lisbon. July 2006.

Seminários e Comunicações em Encontros Científicos sem publicação associada (desde 2016)

  • Clustering and symbolic aggregation for outlier detection in many time series - application to water consumption. DSSV2018 – Data Science Statistics & Visualisation, Wien, Austria, July 9-11 (joint work with M. Silva and D. Loureiro)
  • Robust confidence intervals - a minimum distance approach. International Conference on Robust Statistics (ICORS 2018) Leuven, Belgium, July 2-6, 2018. Poster. (joint work with T. Risso and A.M. Pires)
  • Robustness in neural networks. XXV Jornadas de Classificação e Análise de Dados, JOCLAD2018, Almada, Portugal, 5-7 April, 2018 (joint work with J. A. Branco, A. M. Pires)
  • The Randomness in Space. Seminar. Department of Mathematics. University of Buenos Aires , Buenos Aires · Faculty of Exact and Natural Sciences, Argentina, October 27, 2017 (joint work with J. Brazuna).
  • Outlier detection for improved diagnosis of losses in water supply systems. XXIV Jornadas de Classificação e Análise de Dados, JOCLAD2017, Porto, Portugal, 31 March-2 April, 2017 (joint work with M. Silva and D. Loureiro)
  • Statistical evaluation of image quality measures: from visualization to quantification. XXIV Jornadas de Classificação e Análise de Dados, JOCLAD2017, Porto, Portugal, 31 March-2 April, 2017 (joint work with P. Neves and E. Trigueirão)
  • Propagation of Uncertainty in the Water Balance.  National Meeting of the Portuguese Statistical Society (SPE), Lisboa, Portugal,  18-21 October, 2017 (join work with M. Silva and D. Loureiro)
  • Robust confidence intervals using the minimum distance method. XXIII Jornadas de Classificação e Análise de Dados, JOCLAD 2016, Évora, 31 March-2 April, 2016, Évora, Portugal (join work with Risso, T. and Pires, A. M.)
  • ANOVA - a robust approach using the Influence Function. Statistical Week 2016, 13-16 September, Augsburg, Germany, Invited Speaker. (joint work with J. A. Branco, A. M. Pires).

    Organização de conferências  (desde 2016)
  • XXVI Jornadas de Classificação e Análise de Dados, JOCLAD2019, Viseu, Portugal, 11-13 April, 2019. (Chair of the Scientific Committee).  http://www.joclad.ipt.pt/joclad2019/pt/joclad2019/organizacao
  • XXV Jornadas de Classificação e Análise de Dados, JOCLAD2018, Almada, Portugal, 5-7 April, 2018. (Member of the Scientific Committee).  http://www.joclad.ipt.pt/joclad2018/pt/joclad2018/organizacao
  • DSSV2017-Data Science, Statistics & Visualisation, Lisbon, 12-14 July 2017. (Member of the Organizing Committee). http://iasc-isi.org/dssv2017/committees/local-organizing-committee/
  • XXIII Congresso da Sociedade Portuguesa de Estatística, Lisboa, Portugal, 18-21 October, 2017. (Member of the Scientific Committee).  http://spe2017.iscte-iul.pt/
  • XXIV Jornadas de Classificação e Análise de Dados, JOCLAD2017, Porto, Portugal, 20-22 April, 2017. (Member of the Scientific Committee).  http://www.joclad.ipt.pt/joclad2017/pt/joclad2017/organizacao
  • XXIII Jornadas de Classificação e Análise de Dados, JOCLAD2016, Évora, Portugal, 31 March-2 April, 2016. (Member of the Scientific Committee).  http://www.joclad.ipt.pt/joclad2017/pt/joclad2017/organizacao