Ioanna Miliou

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Topics

Generating Explanations

Electronic Health Records

Top Venues

Publications

Lena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou
MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU. CBMS (2024)
Zhendong Wang, Isak Samsten, Ioanna Miliou, Panagiotis Papapetrou
COMET: Constrained Counterfactual Explanations for Patient Glucose Multivariate Forecasting. CBMS (2024)
Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
Ijuice: integer JUstIfied counterfactual explanations. Mach. Learn. 113 (8) (2024)
Maria Bampa, Ioanna Miliou, Braslav Jovanovic, Panagiotis Papapetrou
M-ClustEHR: A multimodal clustering approach for electronic health records. Artif. Intell. Medicine 154 (2024)
Zhendong Wang, Isak Samsten, Ioanna Miliou, Rami Mochaourab, Panagiotis Papapetrou
Glacier: guided locally constrained counterfactual explanations for time series classification. Mach. Learn. 113 (7) (2024)
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
Counterfactual Explanations for Time Series Forecasting. CoRR (2023)
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
Early prediction of the risk of ICU mortality with Deep Federated Learning. CBMS (2023)
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
Counterfactual Explanations for Time Series Forecasting. ICDM (2023)
Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, Panagiotis Papapetrou
ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces. DSAA (2023)
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CoRR (2022)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peace through the world news. EPJ Data Sci. 11 (1) (2022)
Linyi Zhou, Ioanna Miliou
Predicting Drug Treatment for Hospitalized Patients with Heart Failure. PKDD/ECML Workshops (2) (2022)
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CBMS (2022)
Stefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors. IDA (2022)
Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
JUICE: JUstIfied Counterfactual Explanations. DS (2022)
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
Early prediction of the risk of ICU mortality with Deep Federated Learning. CoRR (2022)
Vasiliki Voukelatou, Lorenzo Gabrielli, Ioanna Miliou, Stefano Cresci, Rajesh Sharma, Maurizio Tesconi, Luca Pappalardo
Measuring objective and subjective well-being: dimensions and data sources. Int. J. Data Sci. Anal. 11 (4) (2021)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peacefulness through the world news. CoRR (2021)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. 17 (7) (2021)
Ioanna Miliou, John Pavlopoulos, Panagiotis Papapetrou
Sentiment Nowcasting During the COVID-19 Pandemic. DS (2021)
Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Estimating countries' peace index through the lens of the world news as monitored by GDELT. DSAA (2020)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. CoRR (2020)
Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Ioanna Miliou, Akrivi Vlachou
Location-Aware Tag Recommendations for Flickr. DEXA (1) (2014)