Andreas Hapfelmeier

14 papers A* 2B 1Misc 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
EAM Diagrams - A Framework to Systematically Describe AI Systems for Effective AI Risk Assessment (Academic Track).
SAIA
Ronald Schnitzer, Andreas Hapfelmeier, Sonja Zillner
2023 J jnl
AI Hazard Management: A framework for the systematic management of root causes for AI risks.
CoRR
Ronald Schnitzer, Andreas Hapfelmeier, Sven Gaube, Sonja Zillner
2022 J jnl
Facilitating Change Implementation for Continuous ML-Safety Assurance.
CoRR
Chih-Hong Cheng, Nguyen Anh Vu Doan, Balahari Balu, Franziska Schwaiger, Emmanouil Seferis, Simon Burton, Yassine Qamsane, Ankit Shukla, Yinchong Yang, Zhiliang Wu, Andreas Hapfelmeier, Ingo Thon
2017 Misc conf
Fast mutual information computation for dependency-monitoring on data streams.
SAC
Jonathan Boidol, Andreas Hapfelmeier
2016 — conf
Detecting Data Stream Dependencies on High Dimensional Data.
IoTBD
Jonathan Boidol, Andreas Hapfelmeier
2016 — —
Incremental Linear Model Trees on Big Data.
Andreas Hapfelmeier
2015 A* conf
Probabilistic Hoeffding Trees - Sped-Up Convergence and Adaption of Online Trees on Changing Data Streams.
ICDM
Jonathan Boidol, Andreas Hapfelmeier, Volker Tresp
2014 J jnl
Pruning Incremental Linear Model Trees with Approximate Lookahead.
IEEE Trans. Knowl. Data Eng.
Andreas Hapfelmeier, Bernhard Pfahringer, Stefan Kramer
2013 Misc conf
Incremental linear model trees on massive datasets: keep it simple, keep it fast.
SAC
Andreas Hapfelmeier, Jana Schmidt, Stefan Kramer
2013 J jnl
Learning probabilistic real-time automata from multi-attribute event logs.
Intell. Data Anal.
Jana Schmidt, Asghar Ghorbani, Andreas Hapfelmeier, Stefan Kramer
2011 B conf
A Case Study of Stacked Multi-view Learning in Dementia Research.
AIME
Rui Li, Andreas Hapfelmeier, Jana Schmidt, Robert Perneczky, Alexander Drzezga, Alexander Kurz, Stefan Kramer
2010 J jnl
Interpreting PET scans by structured patient data: a data mining case study in dementia research.
Knowl. Inf. Syst.
Jana Schmidt, Andreas Hapfelmeier, Marianne Mueller, Robert Perneczky, Alexander Kurz, Alexander Drzezga, Stefan Kramer
2008 A* conf
Interpreting PET Scans by Structured Patient Data: A Data Mining Case Study in Dementia Research.
ICDM
Andreas Hapfelmeier, Jana Schmidt, Marianne Mueller, Stefan Kramer, Robert Perneczky, Alexander Kurz, Alexander Drzezga
2005 — conf
Inductive Databases in the Relational Model: The Data as the Bridge.
KDID
Stefan Kramer, Volker Aufschild, Andreas Hapfelmeier, Alexander Jarasch, Kristina Kessler, Stefan Reckow, Jörg Wicker, Lothar Richter