Sebastian Tschiatschek

Sebastian Tschiatschek is an Associate Professor at the Faculty of Computer Science, affiliated with the Research Group Data Mining and Machine Learning. His work contributes to UN Sustainable Development Goals through research in artificial intelligence, machine learning, and deep generative models. Key themes include explainable AI, forest ecology applications, and data clustering optimization.

His recent publications focus on: (1) information needs for algorithmic decision-making (2025), (2) centroid-based deep clustering challenges (2024), and (3) drone-assisted forest ecology management (2024). Research spans interdisciplinary applications in environmental monitoring, stakeholder engagement, and democratic AI systems.

Active projects include Interpretability and Explainability as Drivers to Democracy (2021-2025). Notable collaborations involve Austrian Computer Science Day organization (2024) and contributions to web survey methodologies (2024). His academic fingerprint includes 100% expertise in artificial intelligence, with secondary concentrations in training data, deep generative models, and forest management.