Panagiotis Papapetrou

Full Professor, Stockholm University

Joined

February 2019

Names

Panagiotis Papapetrou (Preferred)

Emails

****@dsv.su.se (Confirmed)

Personal Links

Career & Education History

Full Professor

Stockholm University (dsv.su.se)

2017 – Present

Advisors, Relations & Conflicts

Coauthor

Vassilis Athitsos

2006 – 2015

PhD Advisor

George Kollios

2004 – 2009

Expertise

machine learning

2005 – Present

time series

2005 – Present

Publications

PAX-TS: Model-agnostic multi-granular explanations for time series forecasting via localized perturbations
Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
- 2022 (modified: 22 Dec 2022)
- CoRR 2022
- Readers: Everyone
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
- 2022 (modified: 22 Dec 2022)
- CBMS 2022
- Readers: Everyone
JUICE: JUstIfied Counterfactual Explanations
Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
- 2022 (modified: 22 Dec 2022)
- DS 2022
- Readers: Everyone
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors
Stefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou
- 2022 (modified: 22 Dec 2022)
- IDA 2022
- Readers: Everyone
Random subspace and random projection nearest neighbor ensembles for high dimensional data
Sampath Deegalla, Keerthi Walgama, Panagiotis Papapetrou, Henrik Boström
- 2022 (modified: 19 Jan 2023)
- Expert Syst. Appl. 2022
- Readers: Everyone
EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning
Maria Bampa, Tobias Fasth, Sindri Magnusson, Panagiotis Papapetrou
- 2022 (modified: 02 Feb 2023)
- AIME 2022
- Readers: Everyone
Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks
Amin Azari, Fateme Salehi, Panagiotis Papapetrou, Cicek Cavdar
- 2022 (modified: 02 Feb 2023)
- IEEE Trans. Green Commun. Netw. 2022
- Readers: Everyone
Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective
Rami Mochaourab, Arun Venkitaraman, Isak Samsten, Panagiotis Papapetrou, Cristian R. Rojas
- 2022 (modified: 02 Feb 2023)
- IEEE Signal Process. Mag. 2022
- Readers: Everyone
Excite-O-Meter: an Open-Source Unity Plugin to Analyze Heart Activity and Movement Trajectories in Custom VR Environments
Luis Quintero, Panagiotis Papapetrou, John E. Muñoz, Jeroen De Mooij, Michael Gaebler
- 2022 (modified: 02 Feb 2023)
- VR Workshops 2022
- Readers: Everyone

View all 119 publications

Co-Authors

View all 109 co-authors