Craig J. Brown

According to our database, Craig J. Brown authored at least 9 papers between 2017 and 2026.

Collaborative distances:

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

2026

Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning.

Isaac Xu, Martin Gillis, Ayushi Sharma, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg

Trans. Mach. Learn. Res., 2026

Last-layer committee machines for uncertainty estimations of benthic imagery.

Martin Gillis, Isaac Xu, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg

Neural Networks, 2026

2024

BenthicNet: A global compilation of seafloor images for deep learning applications.

Scott C. Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R. Baroi, Alex C. Bastos, Merlin Best, Vicki Ferrini, Ariell Friedman, Deborah Hart, Ove Hoegh-Guldberg, Daniel Ierodiaconou, Julia Mackin-McLaughlin, Kathryn Markey, Pedro S. Menandro, Jacquomo Monk, Shreya Nemani, John O'Brien, Elizabeth S. Oh, Luba Y. Reshitnyk, Katleen Robert, Chris M. Roelfsema, Jessica A. Sameoto, Alexandre C. G. Schimel, Jordan A. Thomson, Brittany R. Wilson, Melisa C. Wong, Craig J. Brown, Thomas Trappenberg

CoRR, 2024

Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery.

Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Thomas Trappenberg, Craig J. Brown

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Improved environmental mapping and validation using bagging models with spatially clustered data.

Benjamin Misiuk, Craig J. Brown

Ecol. Informatics, November, 2023

2020

Automated Filtering of Multibeam Water-Column Data to Detect Relative Abundance of Giant Kelp (Macrocystis pyrifera).

Alexandre C. G. Schimel, Craig J. Brown, Daniel Ierodiaconou

Remote. Sens., 2020

Harmonizing Multi-Source Sonar Backscatter Datasets for Seabed Mapping Using Bulk Shift Approaches.

Benjamin Misiuk, Craig J. Brown, Katleen Robert, Myriam Lacharité

Remote. Sens., 2020

2017

Artefacts in Marine Digital Terrain Models: A Multiscale Analysis of Their Impact on the Derivation of Terrain Attributes.

Vincent Lecours, Rodolphe Devillers, Vanessa Lucieer, Craig J. Brown

IEEE Trans. Geosci. Remote. Sens., 2017

Towards a framework for terrain attribute selection in environmental studies.

Vincent Lecours, Rodolphe Devillers, Alvin E. Simms, Vanessa Lucieer, Craig J. Brown

Environ. Model. Softw., 2017