Ioanna Miliou - RankMe

35 papers A* 1B 10Journal 14Unranked 5

Year	Rank	Type	Title / 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