Daniel Burkhardt

12 papers A* 1Journal 2Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Anti-Kinetosis: A Hybrid Analytics Approach for Motion Sickness Detection in Software-Defined Vehicles.
AMCIS
Xiangwei Cheng, Daniel Burkhardt, Dirk Slama, Ismail Gharsallah
2025 J jnl
Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop.
CoRR
Elizabeth Fahsbender, Alma Andersson, Jeremy Ash, Polina Binder, Daniel Burkhardt, Benjamin Chang, Georg K. Gerber, Anthony Gitter, Patrick Godau, Ankit Gupta, Genevieve Haliburton, Siyu He, Trey Ideker, Ivana Jelic, Aly Khan, Yang-Joon Kim, Aditi Krishnapriyan, Jon M. Laurent, Tianyu Liu, Emma Lundberg, Shalin B. Mehta, Rob Moccia, Angela Oliveira Pisco, Katherine S. Pollard, Suresh Ramani, Julio Saez-Rodriguez, Yasin Senbabaoglu, Elana Simon, Srinivasan Sivanandan, Gustavo Stolovitzky, Marc Valer, Bo Wang, Xikun Zhang, James Zou, Katrina Kalantar
2025 — conf
Development of an AI Solution for a fast Assessment of Ethical Risks of potential AI Use Cases.
ACIS
Daniel Burkhardt, Jens F. Lachenmaier, Paul Herbst
2025 J jnl
Overcoming Knowledge Discrepancies: Structuring Reasoning Threads through Knowledge Balancing in Interactive Scenarios.
CoRR
Daniel Burkhardt, Xiangwei Cheng
2024 A* conf
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types.
NeurIPS
Artur Szalata, Andrew Benz, Robrecht Cannoodt, Mauricio Cortes, Jason Fong, Sunil Kuppasani, Richard Lieberman, Tianyu Liu, Javier Mas-Rosario, Rico Meinl, Jalil Nourisa, Jared Tumiel, Tin M. Tunjic, Mengbo Wang, Noah Weber, Hongyu Zhao, Benedict Anchang, Fabian J. Theis, Malte Luecken, Daniel Burkhardt
2021 — conf
A Model Design to evaluate Processes for Autonomization.
PACIS
Daniel Burkhardt, Nico Enders, Heiner Lasi
2021 — conf
A sandbox for prediction and integration of DNA, RNA, and proteins in single cells.
NeurIPS Datasets and Benchmarks
Malte Lücken, Daniel Burkhardt, Robrecht Cannoodt, Christopher Lance, Aditi Agrawal, Hananeh Aliee, Ann Chen, Louise Deconinck, Angela Detweiler, Alejandro Granados, Shelly Huynh, Laura Isacco, Yang Kim, Dominik Klein, Bony de Kumar, Sunil Kuppasani, Heiko Lickert, Aaron McGeever, Joaquin Melgarejo, Honey Mekonen, Maurizio Morri, Michaela Müller, Norma Neff, Sheryl Paul, Bastian Rieck, Kaylie Schneider, Scott Steelman, Michael Sterr, Daniel Treacy, Alexander Tong, Alexandra-Chloé Villani, Guilin Wang, Jia Yan, Ce Zhang, Angela Pisco, Smita Krishnaswamy, Fabian J. Theis, Jonathan M. Bloom
2020 — conf
A Conceptual Model of Data-Driven Solutions.
AMCIS
Daniel Burkhardt, Heiner Lasi
2020 — conf
Design Patterns based on Deep Learning analyzing Distributed Data.
Wirtschaftsinformatik (Zentrale Tracks)
Daniel Burkhardt, Nana Agyei-Kena, Patrick Frey, Sven Kurrle, Heiner Lasi
2019 — conf
Control of Cyber-Physical Production Systems: A Concept to Increase the Trustworthiness within Multi-Agent Systems with Distributed Ledger Technology.
PACIS
Andre Lebioda, Jens F. Lachenmaier, Daniel Burkhardt
2019 — conf
The Symbiosis of Distributed Ledger and Machine Learning as a Relevance for Autonomy in the Internet of Things.
HICSS
Daniel Burkhardt, Patrick Frey, Heiner Lasi
2018 — conf
Distributed Ledger.
ICE/ITMC
Daniel Burkhardt, Maximilian Werling, Heiner Lasi