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About

Research Assistant / I.T Project Manager. 

Has experience in Machine Learning, Data-Mining, and Knowledge Discovery especially in areas such as Anomaly Detection, Time Series, and Mobility Patterns, Spatio-temporal data. 

Computer Science Ph.D. Student at the University of Porto - MAP-i. 
Holds a Computer Information Systems Bachelors degree and MBA in Project Management. 

Project Management Professional (PMP), Agile enthusiast, Professional Scrum Master (PSM) e Scrum Fundamentals Certified, ITIL V3, COBIT Certified. 

More than 10 years of experience developing and managing applications for the Internet, desktop, and mobile. Extended experience with UML and BPMN modeling, as well as with SCRUM process framework. 

Project Manager with more than 9 years of experience coordinating software development teams running agile and traditional methodologies. 

Senior Business Analyst with more than 8 years of experience collecting and structuring requirements from various sources, including end-user interviews, corporate stakeholders, documentation, and legacy system analysis. 

Specialties: Data Mining, Knowledge Discover, and Machine Learning, Design and Systems Development, Deployment and Integration Solutions IT Consulting and Project Management. 

Interest
Topics
Details

Details

  • Name

    Thiago Andrade Silva
  • Cluster

    Computer Science
  • Role

    Research Assistant
  • Since

    26th October 2016
001
Publications

2022

How are you Riding? Transportation Mode Identification from Raw GPS Data

Authors
Andrade, T; Gama, J;

Publication
Progress in Artificial Intelligence - Lecture Notes in Computer Science

Abstract

2020

Identifying Points of Interest and Similar Individuals from Raw GPS Data

Authors
Andrade, T; Gama, J;

Publication
Mobility Internet of Things 2018 - EAI/Springer Innovations in Communication and Computing

Abstract

2020

Mining Human Mobility Data to Discover Locations and Habits

Authors
Andrade, T; Cancela, B; Gama, J;

Publication
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT II

Abstract

2020

Gradient Boosting Machine and LSTM Network for Online Harassment Detection and Categorization in Social Media

Authors
Pereira, FSF; Andrade, T; de Carvalho, ACPLF;

Publication
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT II

Abstract

2019

Anomaly Detection in Sequential Data: Principles and Case Studies

Authors
Andrade, T; Gama, J; Ribeiro, RP; Sousa, W; Carvalho, A;

Publication
Wiley Encyclopedia of Electrical and Electronics Engineering

Abstract