Felix Bießmann

52 papers A* 2A 1C 1Journal 28Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Monocular 3D Object Position Estimation with VLMs for Human-Robot Interaction. CoRR Ari Wahl, Dorian Gawlinski, David Przewozny, Paul Chojecki, Felix Bießmann, Sebastian Bosse
2025	—	`conf`	Multimodal Monocular 3D Object Localization for Human-Robot Interaction. ICIPW Ari Wahl, Dorian Gawlinski, David Przewozny, Paul Chojecki, Felix Bießmann, Sebastian Bosse
2025	J	`jnl`	SoilNet: A Multimodal Multitask Model for Hierarchical Classification of Soil Horizons. CoRR Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2025	—	`conf`	Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators. xAI (5) Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025	J	`jnl`	Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators. CoRR Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025	J	`jnl`	Uncertainty-Guided Expert-AI Collaboration for Efficient Soil Horizon Annotation. CoRR Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2024	—	`conf`	CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models. xAI (1) Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024	J	`jnl`	CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models. CoRR Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024	J	`jnl`	Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty. CoRR Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024	J	`jnl`	Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta). CoRR Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers
2024	J	`jnl`	The Influence of Faulty Labels in Data Sets on Human Pose Estimation. CoRR Arnold Schwarz, Levente Hernadi, Felix Bießmann, Kristian Hildebrand
2024	J	`jnl`	TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors. CoRR Zhaolan Huang, Adrien Tousnakhoff, Polina Kozyr, Roman Rehausen, Felix Bießmann, Robert Lachlan, Cédric Adjih, Emmanuel Baccelli
2024	J	`jnl`	Towards Transnational Fairness in Machine Learning: A Case Study in Disaster Response Systems. Minds Mach. Cem Kozcuer, Anne Mollen, Felix Bießmann
2024	J	`jnl`	Uncertainty in XAI: Human Perception and Modeling Approaches. Mach. Learn. Knowl. Extr. Teodor Chiaburu, Frank Haußer, Felix Bießmann
2021	J	`jnl`	A Benchmark for Data Imputation Methods. Frontiers Big Data Sebastian Jäger, Arndt Allhorn, Felix Bießmann
2020	C	`conf`	Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias. CD-MAKE Philipp Schmidt, Felix Bießmann
2020	—	`conf`	Inter-subject correlations during natural viewing: A filter-bank approach. EMBC Arslan Gait, Vladimir Duisenbinov, Min-Ho Lee, Felix Bießmann, Siamac Fazli
2020	—	`conf`	Learning to Validate the Predictions of Black Box Classifiers on Unseen Data. SIGMOD Conference Sebastian Schelter, Tammo Rukat, Felix Bießmann
2020	J	`jnl`	Sensor Artificial Intelligence and its Application to Space Systems - A White Paper. CoRR Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
2020	J	`jnl`	Transparency and trust in artificial intelligence systems. J. Decis. Syst. Philipp Schmidt, Felix Bießmann, Timm Teubner
2019	J	`jnl`	A psychophysics approach for quantitative comparison of interpretable computer vision models. CoRR Felix Bießmann, Dionysius Irza Refiano
2019	J	`jnl`	DataWig: Missing Value Imputation for Tables. J. Mach. Learn. Res. Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas
2019	A*	`conf`	Differential Data Quality Verification on Partitioned Data. ICDE Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange
2019	—	`conf`	Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data. HILDA@SIGMOD Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann
2019	J	`jnl`	Quantifying Interpretability and Trust in Machine Learning Systems. CoRR Philipp Schmidt, Felix Bießmann
2019	—	`conf`	Unit Testing Data with Deequ. SIGMOD Conference Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov
2018	A	`conf`	"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data. CIKM Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange
2018	J	`jnl`	Automating Large-Scale Data Quality Verification. Proc. VLDB Endow. Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger
2018	J	`jnl`	On Challenges in Machine Learning Model Management. IEEE Data Eng. Bull. Sebastian Schelter, Felix Bießmann, Tim Januschowski, David Salinas, Stephan Seufert, Gyuri Szarvas
2016	J	`jnl`	Automating Political Bias Prediction. CoRR Felix Bießmann
2016	J	`jnl`	Doubly stochastic large scale kernel learning with the empirical kernel map. CoRR Nikolaas Steenbergen, Sebastian Schelter, Felix Bießmann
2016	—	`conf`	Structural Patterns in the Rise of Germany's New Right on Facebook. ICDM Workshops Sebastian Schelter, Felix Bießmann, Malisa Zobel, Nedelina Teneva
2015	—	`conf`	EEG-based neural decoding of Intelligence Questions. BCI Isabella Schlattner, Achim Leydecker, Felix Bießmann, Yiyu Chen, Siamac Fazli
2015	J	`jnl`	Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain-Computer Interfaces. Proc. IEEE Siamac Fazli, Sven Dähne, Wojciech Samek, Felix Bießmann, Klaus-Robert Müller
2015	J	`jnl`	Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data. Proc. IEEE Sven Dähne, Felix Bießmann, Wojciech Samek, Stefan Haufe, Dominique Goltz, Christopher Gundlach, Arno Villringer, Siamac Fazli, Klaus-Robert Müller
2014	—	`conf`	Data-driven multisubject neuroimaging analyses for naturalistic stimuli. PRNI Felix Bießmann, Michael Gaebler, Jan-Peter Lamke, Ui Jong Ju, Stefan Hetzer, Christian Wallraven, Klaus-Robert Müller
2014	—	`conf`	Multimodal integration of electrophysiological and hemodynamic signals. BCI Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
2014	J	`jnl`	On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014	—	`conf`	Parameter interpretation, regularization and source localization in multivariate linear models. PRNI Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014	—	`conf`	Reconstruction of hand movements from EEG signals based on non-linear regression. BCI Jeong-Hun Kim, Felix Bießmann, Seong-Whan Lee
2014	—	`conf`	Single-trials ERPs predict correct answers to intelligence test questions. PRNI Achim Leydecker, Felix Bießmann, Siamac Fazli
2014	J	`jnl`	Stereoscopic depth increases intersubject correlations of brain networks. NeuroImage Michael Gaebler, Felix Bießmann, Jan-Peter Lamke, Klaus-Robert Müller, Henrik Walter, Stefan Hetzer
2013	J	`jnl`	Integration of Multivariate Data Streams With Bandpower Signals. IEEE Trans. Multim. Sven Dähne, Felix Bießmann, Frank C. Meinecke, Jan Mehnert, Siamac Fazli, Klaus-Robert Müller
2012	A*	`conf`	Canonical Trends: Detecting Trend Setters in Web Data. ICML Felix Bießmann, Jens-Michalis Papaioannou, Mikio L. Braun, Andreas Harth
2012	—	`—`	Data-driven analysis for multimodal neuroimaging. Felix Bießmann
2012	J	`jnl`	Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions. NeuroImage Felix Bießmann, Yusuke Murayama, Nikos K. Logothetis, Klaus-Robert Müller, Frank C. Meinecke
2012	—	`conf`	Quantifying spatiotemporal dynamics of twitter replies to news feeds. MLSP Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, Klaus-Robert Müller, Mikio L. Braun
2012	—	`conf`	Simultaneous and proportional control of 2D wrist movements with myoelectric signals. MLSP Janne Mathias Hahne, Hubertus Rehbaum, Felix Bießmann, Frank C. Meinecke, Klaus-Robert Müller, Ning Jiang, Dario Farina, Lucas C. Parra
2011	—	`conf`	Non-separable Spatiotemporal Brain Hemodynamics Contain Neural Information. MLINI Felix Bießmann, Yusuke Murayama, Nikos K. Logothetis, Klaus-Robert Müller, Frank C. Meinecke
2010	—	`conf`	Analysing Dependency Dynamics in Web Data. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence Felix Bießmann, Andreas Harth
2010	J	`jnl`	Temporal kernel CCA and its application in multimodal neuronal data analysis. Mach. Learn. Felix Bießmann, Frank C. Meinecke, Arthur Gretton, Alexander Rauch, Gregor Rainer, Nikos K. Logothetis, Klaus-Robert Müller
2008	—	`conf`	Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance. NIPS N. Jeremy Hill, Jason Farquhar, Suzanna Martens, Felix Bießmann, Bernhard Schölkopf