Dr. Dario Zanca

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital (2024) Förstel S, Förstel M, Gallistl M, Zanca D, Eskofier B, Rothgang EM Journal article The Impact of Random Models on Standardized Clustering Similarity (2024) Klede K, Altstidl TR, Zanca D, Eskofier B Journal article, Original article Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning (2024) Zürl M, Stoll P, Brehm I, Sueskind J, Raab R, Petermann J, Zanca D, et al. Journal article Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski M, Nguyen A, Zanca D, Eskofier B Journal article Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring (2024) Roider J, Zanca D, Eskofier B Conference contribution, Original article Enhancing unsupervised outlier model selection: A study on ireos algorithms (2024) Schlieper P, Luft H, Klede K, Strohmeyer C, Eskofier B, Zanca D Journal article From patches to objects: exploiting spatial reasoning for better visual representations (2024) Albert T, Eskofier B, Zanca D Journal article Trends, Applications, and Challenges in Human Attention Modelling (2024) Cartella G, Cornia M, Cuculo V, D'Amelio A, Zanca D, Boccignone G, Cucchiara R Conference contribution Assessing the Performance of Remaining Time Prediction Methods for Business Processes (2024) Roider J, Nguyen A, Zanca D, Eskofier B Journal article, Original article How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series (2024) Dietz S, Altstidl TR, Zanca D, Eskofier B, Nguyen A Conference contribution, Conference Contribution