Publications in 2021



A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces. In Pedro Henriques Abreu, Pedro Pereira Rodrigues, Alberto Fernández, and João Gama (Eds.), Advances in Intelligent Data Analysis XIX, 301--312, Springer International Publishing, Cham, 2021. URL

Beyond Adaptation: Understanding Distributional Changes (Dagstuhl Seminar 20372). In Georg Krempl, Vera Hofer, Geoffrey Webb, and Eyke Hüllermeier (Eds.), Dagstuhl Reports, (10)4:1--36, Schloss Dagstuhl -- Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2021. URL

User-centric vs whole-stream learning for EMA prediction. 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 307-312, June 2021.

LAC: Latent authorial clustering of shorter texts. Software Impacts, 100119, 2021. URL

Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), 1--10, IEEE, 2021. URL

Towards a unification of treatments and interventions for tinnitus patients: The EU research and innovation action UNITI. Progress in brain research, (260):441—451, 2021. URL

Assessing the difficulty of annotating medical data in crowdworking with help of experiments. PLOS ONE, (16)7:1-26, Public Library of Science, July 2021. URL

Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 295-300, June 2021.

Intelligent Assistance for Expert-Driven Subpopulation Discovery in High-Dimensional Timestamped Medical Data. 2021. URL

GUCCI - Guided Cardiac Cohort Investigation of Blood Flow Data. IEEE Transactions on Visualization and Computer Graphics, 1-1, 2021. URL

Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis. Sensors, (21)15:4960, MDPI AG, July 2021. URL

Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App. 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 354-359, 2021.

Interactive System for Similarity-Based Inspection and Assessment of the Well-Being of mHealth Users. Entropy, (23)122021. URL

Juxtaposing 5G Coronavirus Tweets with General Coronavirus Tweets During the Early Months of Coronavirus Outbreak. 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 597-602, 2021. URL

Editorial: Smart Mobile Data Collection in the Context of Neuroscience. Frontiers in Neuroscience, (15):618, 2021. URL

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