Benjamin Fankhauser

According to our database, Benjamin Fankhauser authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction Over Sparse Trajectories.

Bangchao Deng, Bingqing Qu, Pengyang Wang, Dingqi Yang, Benjamin Fankhauser, Philippe Cudré-Mauroux

IEEE Trans. Mob. Comput., October, 2025

Exploring a Graph Regression Problem in River Networks.

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen

Proceedings of the Graph-Based Representations in Pattern Recognition, 2025

2024

Spatio-Temporal Graph Neural Networks for Water Temperature Modeling.

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2024

Impute Water Temperature in the Swiss River Network Using LSTMs.

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Leveraging LSTM Embeddings for River Water Temperature Modeling.

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

2023

Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment!

Bangchao Deng, Dingqi Yang, Bingqing Qu, Benjamin Fankhauser, Philippe Cudré-Mauroux

ACM Trans. Intell. Syst. Technol., October, 2023

Graph-Based Deep Learning on the Swiss River Network.

Benjamin Fankhauser, Vidushi Bigler, Kaspar Riesen

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

2020

Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!

Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, Philippe Cudré-Mauroux

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020