Iacopo Vagliano

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 34

Top Topics

Technical Report

Moving Platform

Top Venues

Int. J. Medical Informatics

Publications

Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna
Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal. J. Biomed. Informatics 146 (2023)
Lorenzo Brancato, Iacer Calixto, Ameen Abu-Hanna, Iacopo Vagliano
Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care. ICIMTH (2023)
Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano
Autoencoder-Based Prediction of ICU Clinical Codes. AIME (2023)
Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto
Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes. AIME (2023)
Iacopo Vagliano, Maurice Y. Kingma, Dave A. Dongelmans, Dylan W. De Lange, Nicolette F. de Keizer, Martijn C. Schut
Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU. Comput. Biol. Medicine 163 (2023)
Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto
Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes. CoRR (2023)
Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp
Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes. Neural Networks 164 (2023)
Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano
Autoencoder-based prediction of ICU clinical codes. CoRR (2023)
Iacopo Vagliano, Martijn C. Schut, Ameen Abu-Hanna, Dave A. Dongelmans, Dylan W. De Lange, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records. Int. J. Medical Informatics 167 (2022)
Iacopo Vagliano, Carmen Byrne Salsas, Tina Wünn, Martijn C. Schut
External Validation and Transportability of Models to Predict Acute Kidney Injury in the Intensive Care Unit. ICIMTH (2022)
Iacopo Vagliano, Sylvia Brinkman, Ameen Abu-Hanna, M. Sesmu Arbous, Dave A. Dongelmans, Paul W. G. Elbers, Dylan W. De Lange, M. van der Schaar, Nicolette F. de Keizer, Martijn C. Schut
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands. Int. J. Medical Informatics 160 (2022)
Iacopo Vagliano, Lukas Galke, Ansgar Scherp
Recommendations for item set completion: on the semantics of item co-occurrence with data sparsity, input size, and input modalities. Inf. Retr. J. 25 (3) (2022)
Iacopo Vagliano, Oleksandra Lvova, Martijn C. Schut
Interpretable and Continuous Prediction of Acute Kidney Injury in the Intensive Care. MIE (2021)
Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Ansgar Scherp
Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection. CoRR (2021)
Iacopo Vagliano, Lukas Galke, Ansgar Scherp
Recommendations for Item Set Completion: On the Semantics of Item Co-Occurrence With Data Sparsity, Input Size, and Input Modalities. CoRR (2021)
Iacopo Vagliano, Wei-Hsiang Hsu, Martijn C. Schut
Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care. ICIMTH (2021)
Lukas Galke, Iacopo Vagliano, Ansgar Scherp
Incremental Training of Graph Neural Networks on Temporal Graphs under Distribution Shift. CoRR (2020)
Iacopo Vagliano, Angela Fessl, Franziska Günther, Thomas Köhler, Vasileios Mezaris, Ahmed Saleh, Ansgar Scherp, Ilija Simic
Training Researchers with the MOVING Platform. MMM (2) (2019)
Lukas Galke, Iacopo Vagliano, Ansgar Scherp
Can Graph Neural Networks Go "Online"? An Analysis of Pretraining and Inference. CoRR (2019)
Lukas Galke, Florian Mai, Iacopo Vagliano, Ansgar Scherp
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels. CoRR (2019)
Iacopo Vagliano, Sibgha Nazir
Recommending Multimedia Educational Resources on the MOVING Platform. BIR@ECIR (2019)
Mohammad Abdel-Qader, Iacopo Vagliano, Ansgar Scherp
Analyzing the Evolution of Linked Vocabularies. ICWE (2019)
Iacopo Vagliano, Lukas Galke, Florian Mai, Ansgar Scherp
Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation. RecSys Challenge (2018)
Iacopo Vagliano, Franziska Günther, Matthias Heinz, Aitor Apaolaza, Irina Bienia, Gert Breitfuss, Till Blume, Chrysa Collyda, Angela Fessl, Sebastian Gottfried, Peter Hasitschka, Jasmin Kellermann, Thomas Köhler, Annalouise Maas, Vasileios Mezaris, Ahmed Saleh, Andrzej M. J. Skulimowski, Stefan Thalmann, Markel Vigo, Alfred Wertner, Michael Wiese, Ansgar Scherp
Open Innovation in the Big Data Era With the MOVING Platform. IEEE Multim. 25 (3) (2018)
Mohammad Abdel-Qader, Ansgar Scherp, Iacopo Vagliano
Analyzing the Evolution of Vocabulary Terms and Their Impact on the LOD Cloud. ESWC (2018)
Lukas Galke, Florian Mai, Iacopo Vagliano, Ansgar Scherp
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels. UMAP (2018)
Aleksandra Karpus, Iacopo Vagliano, Krzysztof Goczyla
Serendipitous Recommendations Through Ontology-Based Contextual Pre-filtering. BDAS (2017)
Iacopo Vagliano, Diego Monti, Ansgar Scherp, Maurizio Morisio
Content Recommendation through Semantic Annotation of User Reviews and Linked Data - An Extended Technical Report. CoRR (2017)
Iacopo Vagliano, Diego Monti, Maurizio Morisio
SemRevRec: A Recommender System based on User Reviews and Linked Data. RecSys Posters (2017)
Cristhian Figueroa, Iacopo Vagliano, Oscar Rodriguez Rocha, Marco Torchiano, Catherine Faron-Zucker, Juan Carlos Corrales, Maurizio Morisio
Allied: A Framework for Executing Linked Data-Based Recommendation Algorithms. Int. J. Semantic Web Inf. Syst. 13 (4) (2017)
Iacopo Vagliano, Diego Monti, Ansgar Scherp, Maurizio Morisio
Content Recommendation through Semantic Annotation of User Reviews and Linked Data. K-CAP (2017)
Iacopo Vagliano, Davide Ferretto, Eugenio Brusa, Maurizio Morisio, Laura Valacca
Tool Integration in the Aerospace Domain: A Case Study. COMPSAC (1) (2017)
Aleksandra Karpus, Iacopo Vagliano, Krzysztof Goczyla, Maurizio Morisio
An Ontology-based Contextual Pre-filtering Technique for Recommender Systems. FedCSIS (2016)
Iacopo Vagliano, Cristhian Figueroa, Oscar Rodriguez Rocha, Marco Torchiano, Catherine Faron-Zucker, Maurizio Morisio
ReDyAl: A Dynamic Recommendation Algorithm based on Linked Data. CBRecSys@RecSys (2016)
Cristhian Figueroa, Iacopo Vagliano, Oscar Rodriguez Rocha, Maurizio Morisio
A systematic literature review of Linked Data-based recommender systems. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Oscar Rodriguez Rocha, Iacopo Vagliano, Cristhian Figueroa, Federico Cairo, Giuseppe Futia, Carlo Alberto Licciardi, Marco Marengo, Federico Morando
Semantic Annotation and Classification in Practice. IT Prof. 17 (2) (2015)
Iacopo Vagliano, Marco Marengo, Maurizio Morisio
DBpedia Mobile Explorer. RTSI (2015)
Oscar Rodriguez Rocha, Cristhian Figueroa, Iacopo Vagliano, Boris Moltchanov
Linked Data-Driven Smart Spaces. NEW2AN (2014)
Luca Costabello, Serena Villata, Iacopo Vagliano, Fabien Gandon
Assisted Policy Management for SPARQL Endpoints Access Control. ISWC (Posters & Demos) (2013)