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Publikationen

2021

A trajectories' guide to the state space-learning missing terms in
bifurcating ecological systems.

Vortmeyer-Kley, Rahel and Nieters, Pascal and Pipa, Gordon
2021, Copernicus Meetings

Asymptotic normality for random simplices and convex bodies in high
dimensions.

D. Alonso-Gutiérrez, F. Besau, J. Grote, Z. Kabluchko, M. Reitzner,
C.Thäle, B. Vritsiou, and E. Werner
Proc. Amer. Math. Soc. 149, 355-367, 2021

Learning sparse and meaningful representations through embodiment.
Clay, Viviane; König, Peter; Kühnberger, Kai-Uwe; Pipa, Gordon
Neural Networks,134, 23-41, 2021, Pergamon

Mining Communities and Their Descriptions on Attributed Graphs: A Survey
Martin Atzmueller, Stephan Günnemann and Albrecht Zimmermann
Data Mining and Knowledge Discovery, 1-21, 2021

On the condition number of Vandermonde matrices with pairs of nearly-colliding nodes.
S. Kunis and D. Nagel, Numer. Algorithms 87, 473-496, 2021.

Real-time dialogue between experimenters and dreamers during REM sleep.
Konkoly, Karen R and Appel, Kristoffer and Chabani, Emma and Mangiaruga, Anastasia and Gott, Jarrod and Mallett, Remington and Caughran, Bruce and Witkowski, Sarah and Whitmore, Nathan W and Mazurek, Christopher Y and others
Current Biology, 2021, Cell Press

Show Me What You're Looking For: Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data
Leonid Schwenke and Martin Atzmueller
Proc. 34th International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2021

Towards a mathematical model for single molecule structured illumination microscopy.
M. Hockmann, S. Kunis, and R. Kurre, Proc. Appl. Math. Mech., 20: e202000075, 2021.

UAV-based RGB imagery for Hokkaido pumpkin (Cucurbita max.) detection and yield estimation.
Lucas Wittstruck, Insa Kühling, Dieter Trautz, Maik Kohlbrecher and Thomas Jarmer Sensors 21(1), 2021, 118.

“Want to come play with me?” Outlier Subgroup Discovery on Spatio-Temporal Interactions.
Carolina Centeio Jorge, Martin Atzmueller, Behzad M Heravi, Jenny L Gibson, Rosaldo JF Rossetti and Claudio Rebelo de Sa
Expert Systems, 2021, Wiley Online Library

Westdrive X LoopAR: An Open-Access Virtual Reality Project in Unity for Evaluating User Interaction Methods during Takeover Requests
Nezami, Farbod N; Wächter, Maximilian A; Maleki, Nora; Spaniol, Philipp; Kühne, Lea M; Haas, Anke; Pingel, Johannes M; Tiemann, Linus; Nienhaus, Frederik; Keller, Lynn
Sensors,21,5,1879, 2021, Multidisciplinary Digital Publishing Institute

 

2020

Adaptive blending units: Trainable activation functions for deep neural networks.
Sütfeld, Leon René; Brieger, Flemming; Finger, Holger; Füllhase, Sonja; Pipa, Gordon
Science and Information Conference,37-50, 2020,"Springer, Cham"

Applying ASP for Knowledge-Based Link Prediction with Explanation Generation in Feature Rich Networks
Cicek Guven, Dietmar Seipel and Martin Atzmueller
IEEE Transactions on Network Science and Engineering, 2020

Gigantic random simplicial complexes.
Jens Grygierek, Martina Juhnke-Kubitzke, Matthias Reitzner, Tim Römer, and Oliver Röndigs. 
Homology Homotopy Appl. 22, 2020, 297–318.

Graph Signal Processing on Complex Networks for Structural Health Monitoring
Stefan Bloemheuvel, Jurgen van den Hoogen and Martin Atzmueller
Proc. International Conference on Complex Networks and Their Applications, 2020, 249--261, Springer

Learning algebraic decompositions using Prony structures.
Stefan Kunis, Tim Römer, and Ulrich von der Ohe.
Adv. in Appl. Math. 118, 2020, Article ID 102044, 43p.

Multivariate Central Limit Theorems for Random Simplicial Complexes.
G. Akinwande, and M. Reitzner
Adv. Appl. Math. 121, 2020

On the smallest singular value of multivariate Vandermonde matrices with clustered nodes.
S. Kunis and D. Nagel, Linear Algebra Appl. 604, 1-20, 2020.

Predicting epileptic seizures using nonnegative matrix factorization.
Stojanović, Olivera; Kuhlmann, Levin; Pipa, Gordon
PloS one,15,2,e0228025, 2020, "Public Library of Science San Francisco, CA USA"

Project Westdrive: Unity city with self-driving cars and pedestrians for virtual reality studies.
Nezami, Farbod N; Wächter, Maximilian A; Pipa, Gordon; König, Peter
Frontiers in ICT,7,1, 2020, Frontiers

Statistics of work performed by optical tweezers with general time-variation of their stiffness
P. Chvosta, D. Lips, V. Holubec, A. Ryabov, and P. Maass
J. Phys. A: Math. Theor. 53, 275001 (2020)

Why Should I Trust This Item? Explaining the Recommendations of any Model

Corentin Lonjarret, Celine Robardet, Marc Plantevit, Roch Auburtin and Martin Atzmueller
Proc. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2020, 526--535, IEEE