プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

André N.に依頼

Brazil

Researcher and Data Scientist with robust skills in: Machine Learning, Time Series Forecasting, Operations Research.

プロフィール概要

I am a scientific researcher interested in collaborative works on writing, editing, SLR in distinct areas. I am a machine learning scientist with a 12-years solid experience in supervised training solutions. * EDUCATION * PhD in artificial intelligence (DI/PUC-Rio, RUNNING!) Master in operations research (DEE/PUC-Rio, 2015) Industrial engineer (DEI/PUC-Rio, 2010) Financial specialist (COPPEAD/UFRJ, 2008) * VIDEOS * Major problems on NLA: www.youtube.com/watch?v=GuEkr6NINm0 How we solve Ax=b nowadays: www.youtube.com/watch?v=KCAvXW_AiGs Data Science can be faster (Part 1): www.youtube.com/watch?v=-bWPeFyOOsU Data Science can be faster (Part 2): www.youtube.com/watch?v=zzobDw20Au4 * RESEARCH IN * Operations Research Numerical Linear Algebra Statistics, Time Series, Econometrics Optimization Machine Learning Data Science * PUBLICATIONS* NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks. In: GECCO-2017, The Genetic and Evolutionary Computation Conference (Student Workshop session), Berlin, 2017. Link: https://docs.wixstatic.com/ugd/b125e3_d9edfd9f8ea54a24a7b9531470187fda.pdf NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. In EPIA-2017, Encontro Português de Inteligência Artificial, Porto, 2017. Link: https://docs.wixstatic.com/ugd/b125e3_30e2e7eef720425391348e9d9631738d.pdf NOVAES, A.; Tanscheit, R.; Dias, D. M. Programação Genética Econométrica Aplicada a Problemas de Regressão em Conjuntos de Dados Seccionais. In: ENIAC-2016, XIII Encontro Nacional de Inteligência Artificial e Computacional, Recife, 2016. Koshiyama, A. S.; Amaral, B. M. ; NOVAES, A. ; Dias, D. M. ; Pacheco, M. A. C. Combinação de Previsores por Programação Genética. In: ENIAC-2012, IX Encontro Nacional de Inteligência Artificial, Curitiba, 2012. * PROGRAMMING " Python Matlab

専門分野

• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Econometrics

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

職務経験

Researcher

Fundação Getúlio Vargas

8月 2019 - 現在

ASSISTANT RESEARCHER

University of Lisbon

5月 2017 - 5月 2018

ASSET MANAGER / INVESTMENT ANALYST

ASM Asset Management

12月 2008 - 4月 2011

学歴

MASTER IN OPERATIONS RESEARCH

Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil

8月 2012 - 10月 2015

BACHELOR IN INDUSTRIAL ENGINEERING

Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil

1月 2004 - 8月 2010

SPECIALIZATION IN FINANCE

COPPEAD on Federal University of Rio de Janeiro (UFRJ), Brazil

4月 2008 - 12月 2008

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PAPER

NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks. In: GECCO-2017, The Genetic and Evolutionary Computation Conference (Student Workshop session), Berlin, 2017 .

NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. In EPIA-2017, Encontro Português de Inteligência Artificial, Porto, 2017 .