Dr. Dario Zanca

Machine Learning and Data Analytics Lab

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 MN, 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 Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values (2024) Roider J, Wang W, Zanca D, Matzner M, Eskofier B Conference contribution, Conference Contribution 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 T, Zanca D, Eskofier B, Nguyen A Conference contribution, Conference Contribution Tracking the visitor: An optical indoor system for visitor research in museums (2023) Köferl F, Jami NVSJ, Li J, Zanca D, Eskofier B, Zürl M Book chapter / Article in edited volumes