Ioanna Miliou

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	All	Since 2018
Citations	182	170
h-index	6	5
i10-index	3	2

20142015201620172018201920202021202220231 2 3 6 6 2 14 53 70 23

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Luca PappalardoISTI-CNRVerified email at di.unipi.it
Vasiliki VOUKELATOUPh.D. candidate in Data ScienceVerified email at sns.it
Fosca Giannottiprofessor at Scuola Normale Superiore di PisaVerified email at sns.it
Dino PedreschiProfessor of Computer Science, University of PisaVerified email at di.unipi.it
Lorenzo GabrielliConsiglio Nazionale delle Ricerche (CNR), Joint Research Centre (JRC-European Commission)Verified email at isti.cnr.it
Rajesh SharmaUniversity of TartuVerified email at e.ntu.edu.sg
Stefano CresciIIT-CNR, ItalyVerified email at iit.cnr.it
Maurizio TesconiHead of Cyber Intelligence Lab - IIT - CNRVerified email at iit.cnr.it
Giulio RossettiSenior Researcher @ CNR-ISTIVerified email at isti.cnr.it
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Panagiotis PapapetrouProfessor, Stockholm University, SwedenVerified email at dsv.su.se
Salvatore RinzivilloKDDLab, ISTI, CNRVerified email at isti.cnr.it
Akrivi VlachouUniversity of the Aegean, GreeceVerified email at aegean.gr
Alessandro VespignaniSternberg Family Distinguished Professor, Northeastern University, BostonVerified email at neu.edu
Qian ZhangTwitterVerified email at twitter.com
John PavlopoulosAthens University of Economics and BusinessVerified email at aueb.gr
Jaakko HollménStockholm University, SwedenVerified email at dsv.su.se
Stefany GuarnizoHealth Informatician, Karolinska Institutet, Stockholm UniversityVerified email at unal.edu.co
Tony LindgrenDepartment of Computer and System SciencesVerified email at dsv.su.se
Alejandro KuratomiPh.D. Student, Stockholm UniversityVerified email at dsv.su.se

Ioanna Miliou

Assistant Professor, Stockholm University

Verified email at dsv.su.se - Homepage

Data Science for Social Good Nowcasting and Forecasting Data Mining Machine Learning


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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	121	2020
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	23	2016
Location-aware tag recommendations for flickr I Miliou, A Vlachou Database and Expert Systems Applications: 25th International Conference …, 2014	10	2014
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	8*	2020
Understanding peace through the world news V Voukelatou, I Miliou, F Giannotti, L Pappalardo EPJ Data Science 11 (1), 2, 2022	7	2022
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	6	2020
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	4	2021
Sentiment nowcasting during the COVID-19 pandemic I Miliou, J Pavlopoulos, P Papapetrou Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021	2	2021
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	1	2022
Predicting Drug Treatment for Hospitalized Patients with Heart Failure L Zhou, I Miliou Machine Learning and Principles and Practice of Knowledge Discovery in …, 2023		2023
Early prediction of the risk of ICU mortality with Deep Federated Learning K Rand, NL Armengol, L Mondrejevski, I Miliou arXiv preprint arXiv:2212.00554, 2022		2022
JUICE: JUstIfied Counterfactual Explanations A Kuratomi, I Miliou, Z Lee, T Lindgren, P Papapetrou International Conference on Discovery Science, 493-508, 2022		2022
Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors S Guarnizo, I Miliou, P Papapetrou Advances in Intelligent Data Analysis XX: 20th International Symposium on …, 2022		2022
Understanding peacefulness through the world news V Voukelatou, I Miliou, F Giannotti, L Pappalardo arXiv preprint arXiv:2106.00306, 2021		2021
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		2021
Big Data Analytics for Nowcasting and Forecasting Social Phenomena I MILIOU		2018
Flu-Now: Nowcasting Flu based on Product Sales Time Series I Miliou, S Rinzivillo, G Rossetti, D Pedreschi, F Giannotti Digital Epidemiology and Surveillance, CCS2016 Satellite Workshop, 2016		2016
Flu-Now: Nowcasting Flu based on Product Sales Time Series I Miliou, S Rinzivillo, G Rossetti, D Pedreschi, F Giannotti BSR winter school Big Software on the Run: Where Software meets Data, 2016		2016
Innovation and Nowcasting in Social Networks I Miliou		2015
MapReduce I Miliou, G Attardi

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