Marcus Freitag

According to our database, Marcus Freitag authored at least 10 papers between 2015 and 2024.

Collaborative distances:

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

2024

AI Foundation Model for Heliophysics: Applications, Design, and Implementation.

Sujit Roy, Talwinder Singh, Marcus Freitag, Johannes Schmude, Rohit Lal, Dinesha Hegde, Soumya Ranjan, Amy Lin, Vishal Gaur, Etienne Eben Vos, Rinki Ghosal, Badri Narayana Patro, Berkay Aydin, Nikolai Pogorelov, Juan Bernabé-Moreno, Manil Maskey, Rahul Ramachandran

CoRR, 2024

Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling.

Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann

Proceedings of the IGARSS 2024, 2024

Geospatial Sampling by Maximizing Information Entropy.

Daiki Kimura, Naomi Simumba, Marcus Freitag, Johannes Schmude, Michiaki Tatsubori

Proceedings of the IGARSS 2024, 2024

2023

TensorBank: Tensor Lakehouse for Foundation Model Training.

Romeo Kienzler, Johannes Schmude, Naomi Simumba, Benedikt Blumenstiel, Marcus Freitag, Daiki Kimura, Zoltan Arnold Nagy, Michael Behrendt, Hendrik F. Hamann, S. Karthik Mukkavilli, Daniel Salles Civitarese

Proceedings of the IEEE International Conference on Big Data, 2023

2020

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling.

Conrad M. Albrecht, Rui Zhang, Xiaodong Cui, Marcus Freitag, Hendrik F. Hamann, Levente J. Klein, Ulrich Finkler, Fernando J. Marianno, Johannes Schmude, Norman Bobroff, Wei Zhang, Carlo Siebenschuh, Siyuan Lu

ISPRS Int. J. Geo Inf., 2020

2019

Learning and Recognizing Archeological Features from LiDAR Data.

Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2017

Event clustering & event series characterization on expected frequency.

Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Toward large-scale crop production forecasts for global food security.

G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann

IBM J. Res. Dev., 2016

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery.

Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht, Hendrik F. Hamann

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

PAIRS: A scalable geo-spatial data analytics platform.

Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015