Ioanna Miliou

35 papers A* 1B 10Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
CHiL(L)Grader: Calibrated Human-in-the-Loop Short-Answer Grading.
CoRR
Pranav Raikote, Korbinian Randl, Ioanna Miliou, Athanasios Lakes, Panagiotis Papapetrou
2026 J jnl
Multimodal Machine Learning for Early Prediction of Metastasis in a Swedish Multi-Cancer Cohort.
CoRR
Franco Rugolon, Korbinian Randl, Braslav Jovanovic, Ioanna Miliou, Panagiotis Papapetrou
2025 B ed.
Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7-9, 2025, Proceedings
IDA
Georg Krempl, Kai Puolamäki, Ioanna Miliou
2025 — conf
X4FL: Explainability for Federated Learning in ICU Mortality Prediction.
ICDM (Workshops)
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, Claudius Diez, Panagiotis Papapetrou
2024 — ed.
Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I
IDA (1)
Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou
2024 — ed.
Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part II
IDA (2)
Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou
2024 B conf
COMET: Constrained Counterfactual Explanations for Patient Glucose Multivariate Forecasting.
CBMS
Zhendong Wang, Isak Samsten, Ioanna Miliou, Panagiotis Papapetrou
2024 J jnl
Glacier: guided locally constrained counterfactual explanations for time series classification.
Mach. Learn.
Zhendong Wang, Isak Samsten, Ioanna Miliou, Rami Mochaourab, Panagiotis Papapetrou
2024 J jnl
Ijuice: integer JUstIfied counterfactual explanations.
Mach. Learn.
Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2024 J jnl
M-ClustEHR: A multimodal clustering approach for electronic health records.
Artif. Intell. Medicine
Maria Bampa, Ioanna Miliou, Braslav Jovanovic, Panagiotis Papapetrou
2024 B conf
MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU.
CBMS
Lena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou
2024 — ed.
Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part IX
ECML/PKDD (9)
Albert Bifet, Tomas Krilavicius, Ioanna Miliou, Slawomir Nowaczyk
2024 — ed.
Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part X
ECML/PKDD (10)
Albert Bifet, Tomas Krilavicius, Ioanna Miliou, Slawomir Nowaczyk
2024 — conf
SHAP-Driven Explainability in Survival Analysis for Predictive Maintenance Applications.
HAII5.0@ECAI
Monireh Kargar, Zahra Kharazian, Ioanna Miliou, Tony Lindgren
2023 A* conf
Counterfactual Explanations for Time Series Forecasting.
ICDM
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023 J jnl
Counterfactual Explanations for Time Series Forecasting.
CoRR
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023 B conf
Early prediction of the risk of ICU mortality with Deep Federated Learning.
CBMS
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
2023 B conf
ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces.
DSAA
Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, Panagiotis Papapetrou
2023 — conf
Predicting Sepsis Onset with Deep Federated Learning.
PKDD/ECML Workshops (4)
Lena Mondrejevski, Daniel Azzopardi, Ioanna Miliou
2022 J jnl
Early prediction of the risk of ICU mortality with Deep Federated Learning.
CoRR
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
2022 B conf
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction.
CBMS
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
2022 J jnl
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction.
CoRR
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
2022 B conf
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors.
IDA
Stefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou
2022 B conf
JUICE: JUstIfied Counterfactual Explanations.
DS
Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2022 — conf
Predicting Drug Treatment for Hospitalized Patients with Heart Failure.
PKDD/ECML Workshops (2)
Linyi Zhou, Ioanna Miliou
2022 J jnl
Understanding peace through the world news.
EPJ Data Sci.
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
2021 J jnl
Measuring objective and subjective well-being: dimensions and data sources.
Int. J. Data Sci. Anal.
Vasiliki Voukelatou, Lorenzo Gabrielli, Ioanna Miliou, Stefano Cresci, Rajesh Sharma, Maurizio Tesconi, Luca Pappalardo
2021 J jnl
Predicting seasonal influenza using supermarket retail records.
PLoS Comput. Biol.
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
2021 B conf
Sentiment Nowcasting During the COVID-19 Pandemic.
DS
Ioanna Miliou, John Pavlopoulos, Panagiotis Papapetrou
2021 J jnl
Understanding peacefulness through the world news.
CoRR
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
2020 B conf
Estimating countries' peace index through the lens of the world news as monitored by GDELT.
DSAA
Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
2020 J jnl
Predicting seasonal influenza using supermarket retail records.
CoRR
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
2018 — —
Big Data Analytics for Nowcasting and Forecasting Social Phenomena.
Ioanna Miliou
2016 J jnl
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks.
Soc. Netw. Anal. Min.
Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
2014 — conf
Location-Aware Tag Recommendations for Flickr.
DEXA (1)
Ioanna Miliou, Akrivi Vlachou