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Ioanna Miliou
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Measuring objective and subjective well-being: dimensions and data sources
V Voukelatou, L Gabrielli, I Miliou, S Cresci, R Sharma, M Tesconi, ...
International Journal of Data Science and Analytics 11 (4), 279-309, 2020
2272020
Understanding peace through the world news
V Voukelatou, I Miliou, F Giannotti, L Pappalardo
EPJ Data Science 11 (1), 2, 2022
242022
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks
G Rossetti, R Guidotti, I Miliou, D Pedreschi, F Giannotti
Social Network Analysis and Mining 6, 1-20, 2016
242016
Estimating countries’ peace index through the lens of the world news as monitored by GDELT
V Voukelatou, L Pappalardo, I Miliou, L Gabrielli, F Giannotti
2020 IEEE 7th international conference on data science and advanced …, 2020
132020
Artificial Intelligence (AI): New Developments and Innovations Applied to E-commerce: Challenges to the Functioning of the Internal Market
D Pedreschi, I Miliou
European Parliament, 2020
11*2020
Location-aware tag recommendations for flickr
I Miliou, A Vlachou
International Conference on Database and Expert Systems Applications, 97-104, 2014
102014
Predicting seasonal influenza using supermarket retail records
I Miliou, X Xiong, S Rinzivillo, Q Zhang, G Rossetti, F Giannotti, ...
PLOS Computational Biology 17 (7), e1009087, 2021
82021
Early prediction of the risk of ICU mortality with Deep Federated Learning
K Randl, NL Armengol, L Mondrejevski, I Miliou
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
62023
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction
L Mondrejevski, I Miliou, A Montanino, D Pitts, J Hollmén, P Papapetrou
2022 IEEE 35th International Symposium on Computer-Based Medical Systems …, 2022
52022
JUICE: JUstIfied Counterfactual Explanations
A Kuratomi, I Miliou, Z Lee, T Lindgren, P Papapetrou
International Conference on Discovery Science, 493-508, 2022
22022
Stima dell’indice di pace attraverso notizie digitali
V Voukelatou, I Miliou, L Pappalardo
Lettura ragionata dell’Enciclica Papale “Fratelli tutti”, alla luce dell …, 2021
22021
Sentiment nowcasting during the COVID-19 pandemic
I Miliou, J Pavlopoulos, P Papapetrou
Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021
22021
Understanding peacefulness through the world news
V Voukelatou, I Miliou, F Giannotti, L Pappalardo
arXiv preprint arXiv:2106.00306, 2021
12021
Ijuice: integer JUstIfied counterfactual explanations
A Kuratomi, I Miliou, Z Lee, T Lindgren, P Papapetrou
Machine Learning, 1-41, 2024
2024
Glacier: guided locally constrained counterfactual explanations for time series classification
Z Wang, I Samsten, I Miliou, R Mochaourab, P Papapetrou
Machine Learning, 1-31, 2024
2024
M-Clustehr: A Multimodal Clustering Approach for Electronic Health Records
M Bampa, I Miliou, B Jovanovic, P Papapetrou
Available at SSRN 4676195, 2024
2024
Advances in Intelligent Data Analysis XXII: 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24–26, 2024, Proceedings, Part I
I Miliou
Springer Nature, 2024
2024
Counterfactual Explanations for Time Series Forecasting
Z Wang, I Miliou, I Samsten, P Papapetrou
2023 IEEE International Conference on Data Mining (ICDM), 1391-1396, 2023
2023
ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces
A Kuratomi, Z Lee, I Miliou, T Lindgren, P Papapetrou
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
2023
Predicting Drug Treatment for Hospitalized Patients with Heart Failure
L Zhou, I Miliou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
2022
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Articles 1–20