INESC TEC
INESC TEC
INESC TEC
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Thiago Andrade Silva

Thiago Andrade Silva

Senior Researcher

Senior Researcher / Professor -



Senior Researcher with experience in machine learning, data mining, and knowledge extraction from data, with expertise in areas such as anomaly detection, time series and mobility patterns, and spatiotemporal data.


Assistant Professor in the Department of Informatics at the Faculty of Engineering of the University of Porto.


He has a PhD in Computer Engineering (Data Mining & Machine Learning) from the Universities of Minho, Aveiro, and Porto – MAP-i program.

He has a degree in Computer Engineering (Information Systems) and an MBA in Project Management.


He holds Project Management Professional (PMP), ITIL V3, COBIT, PSM, and Scrum Fundamentals certifications.


IT professional with over 15 years of experience developing and maintaining applications for the Internet, Desktop, and mobile devices. Additional experience with UML and BPMN modeling and Scrum framework.


Project Manager with more than 10 years of experience coordinating software development teams using agile and traditional methodologies.


Senior Systems Analyst with more than 8 years of experience in collecting and structuring requirements from various sources, including interviews with users and executive managers, and in documenting and analyzing legacy systems.


Specializations: Data Mining & Machine Learning, Systems Design and Construction, Implementation and Integration of Technology Solutions, Consulting and Project Management.

Projects

Publications

Where DoWe Go From Here? Location Prediction from Time-Evolving Markov Models

Andrade, T;Gama, J;

2024

39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024

Which Way to Go - Finding Frequent Trajectories Through Clustering

Andrade, T;Gama, J;

2023

Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings

Study on Correlation Between Vehicle Emissions and Air Quality in Porto

Shaji, N;Andrade, T;Ribeiro, RP;Gama, J;

2023

MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I

Anomaly Detection in Sequential Data: Principles and Case Studies

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

2019

Wiley Encyclopedia of Electrical and Electronics Engineering

View all publications

Information and Contacts

Phone
+351222094398
Email
[email protected]
Social Media