Faculty
Panagiotis Papapetrou, Professor
sequential and temporal data mining, explainability, healthcare applications
Lars Asker, Associate Professor
representation learning, healthcare applications
Tony Lindgren, Associate Professor
explainability, predictive maintanance
Sindri Magnússon, Associate Professor
distributed optimization, reinforcement learning, federated learning, IoT/CPS
Golnaz Taheri, Senior Lecturer
probabilistic and multimodal machine learning, machine learning for complex biological data
Ioanna Miliou, Senior Lecturer
nowcasting and forecasting, data science for social good with applications in healthcare, epidemics and peace
Isak Samsten, Senior Lecturer
explainability, temporal data mining, fintech
Jaakko Hollmén, Senior Lecturer
probabilistic modeling, environmental sustainability, healthcare applications
Affiliated Researchers
John Pavlopoulos
machine learning for natural language processing, applications to healthcare and education
PhD Students
Alejandro Kuratomi
interpretable models with statistical guarantees
Ali Beikmohammadi
efficient federated learning in complex networks
Franco Rugolon
explainable machine learning for healthcare
Guilherme Dinis Chaliane Jr
learning dynamic multi-agent environments (Spotify)
Jonathan Piller
dynamic complex digital networks (Spotify)
Korbinian Randl
text classification, explainability in NLP, food risk prediction
Lena Mondrejevski
federated learning (Getinge)
Luis Quintero
user modelling from time series in digital environments
Maria Bampa
learning from complex medical data sources
Maria Movin
multi-objective learning for modeling user preferences (Spotify)
Mohsen Amiri
reinforcement learning, federated learning, distributed optimization
Shubham Vaishnav
reinforcement learning, federated learning, fog and edge networks optimization
Tim Kreuzer
time series analysis for digital twins
Zahra Kharazian
data science, predictive maintenance
Zed Lee
mining temporal abstractions from complex data sources
Zhendong Wang
explainable sequential models
Collaborators
Allan Tucker
Senior Lecturer, Brunel University London
Aristides Gionis
Professor, KTH
Cristian Rojas
Assoc. Professor, KTH
Henrik Boström
Professor, KTH
Jussi Karlgren
Principal Research Scientist, Spotify
Myra Spiliopoulou
Professor, Univ. Magdeburg
Rami Mochaourab
Researcher, RISE
Stanley Greenstein
Senior Lecturer, Dept. of Law, SU
Ulf Johansson
Professor, Jönköping Univ.
Alumni
Jonathan Rebane
Ph.D. (2022)- Now at anch.AI
Ram Gurung
Ph.D. (2020)- Now at SEB
Irvin Homem
Ph.D. (2018)- Now at IBM
Jing Zhao
Ph.D. (2017)- Now at EasyPark Group
Orlando Zacarias
Ph.D. (2015)- Now at Eduardo Mondlane Un.
Tuwe Löfström
Ph.D. (2015)- Now at Jönköping Univ.
Catarina Dudas
Ph.D. (2014)- Now at Volvo Car Group
Thashmee Karunaratne
Ph.D. (2014)- Now at Stockholm Univ.