Research group Data Science Research Group
The Data Science Research Group focuses on core data science research, as well as on applications where data science can provide insights for decision making. We formulate novel data science problems and develop algorithmic methods and methodological workflows.
The Data Science Research Group is particularly focusing on exploiting huge amounts of data to enhance data-driven decision-making in areas such as healthcare and integrated vehicle health management. We put special emphasis on sequential and temporal data, as well as on text.
In addition, we are interested in building methods and workflows for explainable machine learning. We aim to describe the opaque machine learning models to humans, and to provide explanations and motivations for each decision of the models. Our main goal is to provide scalable and distributed solutions for maintaining good trade-offs between predictive performance and explainability.
Our methods and solutions are motivated by real-world applications and use cases. The group has particular expertise in mining and model understanding from healthcare and medical data sources. We have also established a strong expertise in predictive maintenance and integrated vehicle management. Finally, we are interested in financial data, environmental data, and data emerging from immersive technologies, such as virtual reality (VR).
Group members
Group managers
Panagiotis Papapetrou
Professor, deputy head of department
Tony Lindgren
Unit head SAS
Sindri Magnússon
Senior lecturer
Members
Isak Samsten
Senior lecturer
Jaakko Hollmén
Senior lecturer
Ioanna Miliou
Senior lecturer
Golnaz Taheri
Senior lecturer
Ioannis Pavlopoulos
Affiliated researcher
Alejandro Kuratomi Hernandez
Teaching assistant
Luis Velez Quintero
Assistant professor
Maria Bampa
Teaching assistant
Zed Lee
Senior lecturer
Zhendong Wang
PhD student
Guilherme Dinis Chaliane Junior
PhD student
Maria Movin
PhD student
Ali Beikmohammadi
Phd Student
Shubham Vaishnav
PhD student
Lena Mondrejevski
PhD student
Jonathan Peter Piller
PhD student
Zahra Kharazian
PhD student
Franco Rugolon
PhD student
Korbinian Robert Randl
PhD student
Tim Kreuzer
PhD student
Mohsen Amiri
Doktorand
