プロフィール詳細

プロジェクトを作成

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Dr. Guilherme C.に依頼

Brazil

A dedicated IT professional that applies his expertises in computational or engineering problems

プロフィール概要

PhD in Electrical Engineering at UFMG-Brazil, expert in machine learning, previous experience in software engineering, able to work in data science or AI engineering problems

専門分野

• ★ Machine Learning
• ★ Artificial Intelligence
• ★ Python
• ☆ Computer Science
• ☆ Data Analysis
• ☆ Matlab
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Meta-Research, Feasibility Study, Fact Checking

Consulting Digital Strategy Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML

職務経験

PostdoctoralResearcher

Universidade Federal de Minas Gerais

5月 2016 - 7月 2019

学歴

Doctor of Philosophy (Ph.D) Electrical and Electronics Engineering

Universidade Federal de Minas Gerais - Brazil

4月 2010 - 12月 2014

Master of Sciences in Electrical Engineering

Universidade Federal de Minas Gerais - Brazil

2月 2007 - 3月 2009

Bachelor of Science in Information Systems

Pontificia Universidade Católica de Minas Gerais - Brazil

2月 2001 - 12月 2004

認定資格

• 認定資格の詳細は未入力です。

出版物

OTHER

Guilherme Costa Silva, Adriano Chaves Lisboa, Douglas Alexandre Gomes Vieira, Rodney Rezende Saldanha(2018). Planejamento de expansão da Transmissão multiobjetivo considerando perdas e incertezas . Proceedings XXII Congresso Brasileiro de Automática. {SBA} Sociedade Brasileira de Autom{\'{a}}tica

Guilherme Costa Silva, Adriano Chaves Lisboa, Douglas Alexandre Gomes Vieira, Rodney Rezende Saldanha(2018). Abordagens meta heurísticas aplicadas ao planejamento de expansão da geração multiobjetivo considerando fontes renováveis . Proceedings XXII Congresso Brasileiro de Automática. {SBA} Sociedade Brasileira de Autom{\'{a}}tica

JOURNAL ARTICLE

Costa Silva, G., Caminhas, W.M., Palhares, R.M.(2017). Artificial immune systems applied to fault detection and isolation: A brief review of immune response-based approaches and a case study . Applied Soft Computing Journal. 57. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 118-131.

Costa Silva, G., Palhares, R.M., Caminhas, W.M.(2012). Immune inspired Fault Detection and Diagnosis: A fuzzy-based approach of the negative selection algorithm and participatory clustering . Expert Systems with Applications. 39. (16). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 12474-12486.

BOOK

Dasgupta, D., Costa Silva, G.(2014). Steps toward developing an artificial cell signaling model applied to distributed fault detection . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8553 LNCS. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 117-128.

Costa Silva, G., Palhares, R.M., Caminhas, W.M.(2012). A transitional view of immune inspired techniques for anomaly detection . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7435 LNCS. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 568-577.