Nina Van Tiel

According to our database, Nina Van Tiel authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

Deep dive into KABR: a dataset for understanding ungulate behavior from in-situ drone video.

Maksim Kholiavchenko, Jenna Kline, Maksim Kukushkin, Otto Brookes, Sam Stevens, Isla Duporge, Alec Sheets, Reshma Ramesh Babu, Namrata Banerji, Elizabeth G. Campolongo, Matthew Thompson, Nina Van Tiel, Jackson Miliko, Eduardo Bessa, Majid Mirmehdi, Thomas Schmid, Tanya Y. Berger-Wolf, Daniel I. Rubenstein, Tilo Burghardt, Charles V. Stewart

Multim. Tools Appl., June, 2025

MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling.

Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia

CoRR, March, 2025

2024

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change".

Nina Van Tiel, Fabian Fopp, Philipp Brun, Johan van den Hoogen, Dirk Nikolaus Karger, Cecilia Maria Casadei, Lisha Lyu, Devis Tuia, Niklaus E. Zimmermann, Thomas Ward Crowther, Loïc Pellissier

Dataset, May, 2024

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change".

Nina Van Tiel, Fabian Fopp, Philipp Brun, Johan van den Hoogen, Dirk Nikolaus Karger, Cecilia Maria Casadei, Lisha Lyu, Devis Tuia, Niklaus E. Zimmermann, Thomas Ward Crowther, Loïc Pellissier

Dataset, April, 2024

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning.

Robin Zbinden, Nina Van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia

Ecol. Informatics, 2024

Imbalance-aware Presence-only Loss Function for Species Distribution Modeling.

Robin Zbinden, Nina Van Tiel, Marc Rußwurm, Devis Tuia

CoRR, 2024

KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos.

Maksim Kholiavchenko, Jenna Kline, Michelle Ramirez, Sam Stevens, Alec Sheets, Reshma Ramesh Babu, Namrata Banerji, Elizabeth G. Campolongo, Matthew Thompson, Nina Van Tiel, Jackson Miliko, Eduardo Bessa, Isla Duporge, Tanya Y. Berger-Wolf, Daniel I. Rubenstein, Charles V. Stewart

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

MaskSDM: Adaptive Species Distribution Modeling Through Data Masking.

Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Benjamin Kellenberger, Devis Tuia

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Multi-scale and Multimodal Species Distribution Modeling.

Nina Van Tiel, Robin Zbinden, Emanuele Dalsasso, Benjamin Kellenberger, Loïc Pellissier, Devis Tuia

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

A Framework for Autonomic Computing for In Situ Imageomics.

Jenna Kline, Christopher Stewart, Tanya Y. Berger-Wolf, Michelle Ramirez, Samuel Stevens, Reshma Ramesh Babu, Namrata Banerji, Alec Sheets, Sowbaranika Balasubramaniam, Elizabeth G. Campolongo, Matthew Thompson, Charles V. Stewart, Maksim Kholiavchenko, Daniel I. Rubenstein, Nina Van Tiel, Jackson Miliko

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023