Supervision

Post Docs

• Supervisor of the Post Doc Zeinab Jannoo at the Statistical Learning Laboratory (SaLLy), Federal University of Bahia, Brazil (12 months; 11/2023-10/2024; Topic: Models for Longitudinal Count Data; jointly with Naushad Mamode Khan)

• Supervisor of the Post Doc Yuvraj Sunecher at the Statistical Learning Laboratory (SaLLy), Federal University of Bahia, Brazil (12 months; 10/2023-09/2024; Topic: The Family of Bivariate Integer-Valued Autoregressive Model; Jointly with Naushad Mamode Khan)

• Co-Supervisor of the Post Doc Mauricio Lordêlo at the Nova University of Lisbon, Lisbon, Portugal (7 months; 08/2023-02/2024; Topic: Robust modeling of underground water in Portugal mainland; jointly with Vanda Lourenço)

• Olawale Awe at Federal University of Bahia, Salvador, Brazil (2020; 12 months)

• Rahim Mahmoudvand (“Jovem Talento”) at Federal University of Bahia, Salvador, Brazil (2014-2018; 48 months)

• Miguel Fonseca at Nova University of Lisbon, Portugal, jointly with Professor Vanda Lourenço (2014-2015; 12 months)

PhD Students

• Inês Gomes Mota at Nova University of Lisbon, Portugal, jointly with Professor Vanda Lourenço and Professor Hans-Peter Piepho (2018-2023)

• Carlo Solci at Federal University of Espirito Santo, ES, Brazil, jointly with Professor Valdério Raisen (“Local bootstrap for incomplete stationary time series in the presence of Atypical observations: Applications to problems in the air quality area”; on September 23, 2022)

• Javier Lopez at Universidad de Valparaíso, Chile, jointly with Professor Rodrigo Salas (“Time series forecasting using a hybrid method based an singular spectrum analysis and artificial neural networks with application to air quality”; on July 7, 2022)

• Tatiana Assis at ESALQ, University of São Paulo, Brazil, jointly with Professor Carlos Tadeu Dias (“Generalizations of the AMMI and GGE models to understand the interaction between genotypes and environments and between QTL and environments”; defense on June 30, 2020)

MSc Students

• Kim Leone Silva at Federal University of Bahia, Brazil, 2023-2025

• Carlos André Silva at Federal University of Bahia, Brazil, 2023-2025

• Diego Santos Souza at Federal University of Bahia, Brazil, 2020-2023

• Nayguel Costa at Federal University of Bahia, Brazil (06/2023; “Aprendizado ativo profundo para classificação de fácies sísmicas”)

• Steve Takouan Tchounga at the African Institute for Mathematical Sciences, Cameroon (06/2023; “Hybrid methods for multivariate time series forecasting;” jury thesis grade: “Distinction”)

• Loic Sitchedio Kouokam at the African Institute for Mathematical Sciences, Cameroon (06/2023; “Hybrid methods for time series forecasting”)

• Josue Nguinabe at African Institute for Mathematical Sciences, Cameroon (06/2022; “Bootstrap Prediction Intervals for Time Series Forecasting using Long Short Term Memory”)

• Ariane Meli Chrisko at African Institute for Mathematical Sciences, Cameroon (06/2022; “Hierarchical Time Series Forecasting: Application to the Number of Brazilian Wildfires”; with distinction)

• Kady Sako at African Institute for Mathematical Sciences, Cameroon (07/2021; “Neural Networks For Stock Market Forecasting”)

• Felipe Barletta at State University of Maringa, Brazil, jointly with Professor Isolde Previdelli (03/2018; “Joint model para dados longitudinais e multi-estado: Uma aplicação para câncer de próstata”)

• Cristiane Souza at Federal University of Bahia, Brazil (07/2016; “Métodos de Redução de Dimensionalidade no Contexto do Modelo AMMI”)

• Tatiana Assis at ESALQ, University of São Paulo, Brazil, jointly with Professor Carlos Tadeu Dias (2014-2015; “Comparação dos modelos AMMI e AMMI ponderado na análise da interação genótipo x ambiente e interação QTL x ambiente”)

• Andreia Forte at Nova University of Lisbon, Portugal, jointly with Professor Vanda Lourenço (2014)

• Jorge Xavier at Universidade Aberta, Portugal, jointly with Professor Teresa Oliveira (2013-2016; "Análise e previsão de séries temporais com modelos ARIMA e Análise Espetral Singular")

Specialization Students

• Lucas Pereira at the Federal University of Bahia, Brazil (Specialization in Data Science and Big Data; 2019)

• Paulo Vasquez at the Federal University of Bahia, Brazil (Specialization in Data Science and Big Data; 2022)

BSc Students (final undergrad thesis TCC)

• Ana Caroline Pinheiro at Federal University of Bahia, Brazil (January 2024 - December 2024)

• Carlos Senra at Federal University of Bahia, Brazil (January 2024 - December 2024)

• Ingo Dube Souza at Federal University of Bahia, Brazil (July 2023 - July 2024)

• Aullus Galassi at Federal University of Bahia, Brazil (July 2023 - July 2024)

• Rafael Araújo at Federal University of Bahia, Brazil (July 2022 - July 2023)

• Gabriel Penha at Federal University of Bahia, Brazil (July 2022 - July 2023)

• João Vitor Rocha da Silva at Federal University of Bahia, Brazil (July 2022 - July 2023; “Previsão pontual e intervalar para séries temporais hierárquicas: aplicação a dados esportivos”)

• Marcelo Fonseca at Federal University of Bahia, Brazil (July 2022 - July 2023; “Modelos AMMI híbridos robustos e ponderados para a análise da interação entre genótipo e ambiente e entre QTL e ambiente”)

• Kim Leone Silva at Federal University of Bahia, Brazil (January 2022 - December 2022; “Aplicação de Técnicas de Machine Learning para Classificação de Fake News”)

• Victor Barreto at Federal University of Bahia, Brazil (2020, TCC; final undergraduate thesis; “Detecção de pontos de cruzamento em análise de flutuação: Uma aplicação para sinais de EEG de pacientes com epilepsia”)

• Pétala Tuy at Federal University of Bahia, Brazil (05/2016; 12 months; final graduate thesis; “Análise espectral singular: Comparação com métodos clássicos e com uma proposta aleatorizada para lidar com séries temporais longas”)

BSc Students (Scientific initiation PIBIC)

• Raphaela Castilho Santos Meira at Federal University of Bahia, Brazil (August 2023 - July 2024)

• Maria Andreina Oliveira Moreira at Federal University of Bahia, Brazil (August 2023 - July 2024)

• Ana Caroline Pinheiro at Federal University of Bahia, Brazil (August 2023 - July 2024)

• Beatriz Calhau Lopes at Federal University of Bahia, Brazil (August 2023 - July 2024)

• Ana Caroline Pinheiro at Federal University of Bahia, Brazil (March 2023 - July 2023)

• Beatriz Calhau Lopes at Federal University of Bahia, Brazil (August 2022 - July 2023)

• Marcelo Fonseca at Federal University of Bahia, Brazil (August 2022 - July 2023)

• João Vitor Rocha da Silva at Federal University of Bahia, Brazil (August 2022 - July 2023)

• Marcelo Fonseca at Federal University of Bahia, Brazil (January 2022 - July 2022)

• Kim Leone Silva at Federal University of Bahia, Brazil (January 2021 - September 2022)

• João Vitor Rocha da Silva at Federal University of Bahia, Brazil (August 2021 - July 2022)

• Amanda Laiza at Federal University of Bahia, Brazil (January 2021 - September 2022)

• Marla Lorrani Santos de Souza at Federal University of Bahia, Brazil (August 2021 - December 2021)

• Kim Leone Silva at Federal University of Bahia, Brazil (January 2021 - September 2021)

• Camila Braz Soares at Federal University of Bahia, Brazil (10/2020-09/2021)

• João Vitor Rocha da Silva at Federal University of Bahia, Brazil (09/2020-08/2021)

• Marla Lorrani Santos de Souza at Federal University of Bahia, Brazil (09/2020-08/2021)

• Victor Barreto Mesquita at Federal University of Bahia, Brazil (09/2020-08/2021)

• João Vitor Rocha da Silva at Federal University of Bahia, Brazil (01/2020-07/2020)

• Isac de Oliveira at Federal University of Bahia, Brazil (08/2019-07/2020)

• Renan Bispo at Federal University of Bahia, Brazil (08/2019-07/2020)

• Patrick Messala at Federal University of Bahia, Brazil (08/2019-12/2019)

• Alan Militão Atta Magalhães at Federal University of Bahia, Brazil (08/2015-07/2016)

• Daisy Santana at Federal University of Bahia, Brazil (03/2015-07/2016)

• Julie Anne Astro Pereira at Federal University of Bahia, Brazil (08/2014-07/2015)

BSc Students (Other supervision)

• Jonatha Pimentel at Federal University of Bahia (09/2020-12/2020; Monitoria)

• Matheus Borges at Federal University of Bahia (09/2020-12/2020; Monitoria)

• Arthur Henrique Farias Castro at Federal University of Bahia, Brazil (08/2015-07/2016; PERMANECER)

• Elisabete Batista Sampaio at Federal University of Bahia, Brazil (08/2015-07/2016; PERMANECER)