Rochelle Schneider

According to our database, Rochelle Schneider authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

A Multi-tiered Human-in-the-loop Approach for Interactive School Mapping Using Earth Observation and Machine Learning.

Casper Fibaek, Abi Riley, Kelsey Doerksen, Do-Hyung Kim, Rochelle Schneider

CoRR, October, 2025

Carbon monoxide plume detection dataset for machine learning.

Julia Wasala, Joannes D. Maasakkers, Gijs Leguijt, Mitra Baratchi, Rochelle Schneider, Holger H. Hoos, Ilse Aben, Berend J. Schuit

Dataset, September, 2025

AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies.

Julia Wasala, Joannes D. Maasakkers, Berend J. Schuit, Gijs Leguijt, Ilse Aben, Rochelle Schneider, Holger H. Hoos, Mitra Baratchi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Mitigating Representation Bias Caused by Missing Pixels in Methane Plume Detection.

Julia Wasala, Joannes D. Maasakkers, Ilse Aben, Rochelle Schneider, Holger H. Hoos, Mitra Baratchi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Predicting Internet Connectivity in Schools: A Feasibility Study Leveraging Multi-modal Data and Location Encoders in Low-Resource Settings.

Kelsey Doerksen, Casper Fibaek, Rochelle Schneider, Do-Hyung Kim, Isabelle Tingzon

CoRR, 2024

Machine Learning for Methane Detection and Quantification from Space - A survey.

Enno Tiemann, Shanyu Zhou, Alexander Kläser, Konrad Heidler, Rochelle Schneider, Xiao Xiang Zhu

CoRR, 2024

Modelling the Troposphere with Global Navigation Satellite Systems, Meteorological Data and Machine Learning.

Laura Crocetti, Matthias Schartner, Konrad Schindler, Rochelle Schneider, Benedikt Soja

Proceedings of the IGARSS 2024, 2024

Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting.

Patrick Ebel, Brandon Victor, Peter Naylor, Gabriele Meoni, Federico Serva, Rochelle Schneider

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Artificial intelligence to advance Earth observation: a perspective.

Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider

CoRR, 2023