van Deursen

Nov 17, 2023 | arxiv.org | van Deursen

[Submitted on 17 Nov 2023 (v1), last revised 11 Apr 2024 (this version, v2)] Title:Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World View a PDF of the paper titled Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World, by Lorena Poenaru-Olaru and 4 other authors View PDF HTML (experimental) Abstract:Anomaly detection techniques are essential in automating the monitoring of IT systems and operations.

Jun 16, 2023 | link.springer.com | van der Heijden |van Deursen

AbstractBackgroundImplantable cardioverter-defibrillators (ICDs) are effective in detecting and treating ventricular arrhythmias. Studies on ICD therapy for different indications (primary and secondary prevention) and possible predictors of ICD therapy are limited. In this study, the incidence and type of ICD therapy were related to the indication and the underlying cardiac pathology.

May 8, 2023 | arxiv.org | van Deursen

Visualisations drive all aspects of the Machine Learning (ML) Development Cycle but remain a vastly untapped resource by the research community. ML testing is a highly interactive and cognitive process which demands a human-in-the-loop approach. Besides writing tests for the code base, bulk of the evaluation requires application of domain expertise to generate and interpret visualisations.