Craig J. Brown

11 papers B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning.
CoRR
Isaac Xu, Martin Gillis, Ayushi Sharma, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg
2026 J jnl
Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning.
Trans. Mach. Learn. Res.
Isaac Xu, Martin Gillis, Ayushi Sharma, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg
2026 J jnl
Last-layer committee machines for uncertainty estimations of benthic imagery.
Neural Networks
Martin Gillis, Isaac Xu, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg
2024 J jnl
BenthicNet: A global compilation of seafloor images for deep learning applications.
CoRR
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
2024 B conf
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery.
IJCNN
Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Thomas Trappenberg, Craig J. Brown
2024 J jnl
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery.
CoRR
Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Craig J. Brown, Thomas Trappenberg
2023 J jnl
Improved environmental mapping and validation using bagging models with spatially clustered data.
Ecol. Informatics
Benjamin Misiuk, Craig J. Brown
2020 J jnl
Automated Filtering of Multibeam Water-Column Data to Detect Relative Abundance of Giant Kelp (Macrocystis pyrifera).
Remote. Sens.
Alexandre C. G. Schimel, Craig J. Brown, Daniel Ierodiaconou
2020 J jnl
Harmonizing Multi-Source Sonar Backscatter Datasets for Seabed Mapping Using Bulk Shift Approaches.
Remote. Sens.
Benjamin Misiuk, Craig J. Brown, Katleen Robert, Myriam Lacharité
2017 J jnl
Artefacts in Marine Digital Terrain Models: A Multiscale Analysis of Their Impact on the Derivation of Terrain Attributes.
IEEE Trans. Geosci. Remote. Sens.
Vincent Lecours, Rodolphe Devillers, Vanessa Lucieer, Craig J. Brown
2017 J jnl
Towards a framework for terrain attribute selection in environmental studies.
Environ. Model. Softw.
Vincent Lecours, Rodolphe Devillers, Alvin E. Simms, Vanessa Lucieer, Craig J. Brown