Panagiotis Papapetrou
Stockholms universitet
H-index: 25
Europe-Sweden
Top articles of Panagiotis Papapetrou
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Artificial intelligence in digital twins—A systematic literature review | Tim Kreuzer Panagiotis Papapetrou Jelena Zdravkovic | 2024/4/3 | |
Ijuice: integer JUstIfied counterfactual explanations | Machine Learning | Alejandro Kuratomi Ioanna Miliou Zed Lee Tony Lindgren Panagiotis Papapetrou | 2024/3/26 |
Glacier: guided locally constrained counterfactual explanations for time series classification | Machine Learning | Zhendong Wang Isak Samsten Ioanna Miliou Rami Mochaourab Panagiotis Papapetrou | 2024/3/13 |
Z-Time: efficient and effective interpretable multivariate time series classification | Zed Lee Tony Lindgren Panagiotis Papapetrou | 2024/1 | |
Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients | Artificial Intelligence in Medicine | Zhendong Wang Isak Samsten Vasiliki Kougia Panagiotis Papapetrou | 2023/1/1 |
Deep learning to diagnose left ventricular hypertrophy from standard, 12-lead ECG signals: a proof-of-concept study | Europace | P Pantelidis E Oikonomou N Souvaliotis M Spartalis S Lampsas | 2023/6 |
Counterfactual Explanations for Time Series Forecasting | Zhendong Wang Ioanna Miliou Isak Samsten Panagiotis Papapetrou | 2023/12/1 | |
Machine learning models for automated interpretation of 12-lead electrocardiographic signals: a narrative review of techniques, challenges, achievements and clinical relevance | Panteleimon Pantelidis Maria Bampa Evangelos Oikonomou Panagiotis Papapetrou | 2023/5/30 | |
ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces | Alejandro Kuratomi Zed Lee Ioanna Miliou Tony Lindgren Panagiotis Papapetrou | 2023/10/9 | |
Enterprise Modeling for Machine Learning: Case-Based Analysis and Initial Framework Proposal | Dominik Bork Panagiotis Papapetrou Jelena Zdravkovic | 2023/5/23 | |
An End-to-End Workflow using Topic Segmentation and Text Summarisation Methods for Improved Podcast Comprehension | arXiv preprint arXiv:2307.13394 | Andrew Aquilina Sean Diacono Panagiotis Papapetrou Maria Movin | 2023/7/25 |
Explaining black box reinforcement learning agents through counterfactual policies | Maria Movin Guilherme Dinis Junior Jaakko Hollmén Panagiotis Papapetrou | 2023/4/1 | |
Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information | arXiv preprint arXiv:2306.10994 | Van Long Ho Nguyen Ho Torben Bach Pedersen Panagiotis Papapetrou | 2023/6/19 |
Personalized feature importance ranking for affect recognition from behavioral and physiological data | IEEE Transactions on Games | Luis Quintero Uno Fors Panagiotis Papapetrou | 2023/3/29 |
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation | Diego García Daniel Pérez Panagiotis Papapetrou Ignacio Díaz Abel A Cuadrado | 2023/6/2 | |
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors | Stefany Guarnizo Ioanna Miliou Panagiotis Papapetrou | 2022/4/7 | |
Finding Local Groupings of Time Series | Zed Lee Marco Trincavelli Panagiotis Papapetrou | 2022/9/19 | |
Inside the “brain” of an artificial neural network: an interpretable deep learning approach to paroxysmal atrial fibrillation diagnosis from electrocardiogram signals during … | European Heart Journal-Digital Health | P Pantelidis E Oikonomou S Lampsas N Souvaliotis M Spartalis | 2022/12/22 |
Random subspace and random projection nearest neighbor ensembles for high dimensional data | Expert systems with applications | Sampath Deegalla Keerthi Walgama Panagiotis Papapetrou Henrik Boström | 2022/4/1 |
Flicu: A federated learning workflow for intensive care unit mortality prediction | Lena Mondrejevski Ioanna Miliou Annaclaudia Montanino David Pitts Jaakko Hollmén | 2022/7/21 |
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