C. Paul Bonnington

61 papers A* 1Journal 50Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Author Correction: Hierarchical skin lesion image classification with prototypical decision tree. npj Digit. Medicine Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025	J	`jnl`	Hierarchical skin lesion image classification with prototypical decision tree. npj Digit. Medicine Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2024	J	`jnl`	A General-Purpose Multimodal Foundation Model for Dermatology. CoRR Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, C. Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, Zongyuan Ge
2024	J	`jnl`	Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition. IEEE Trans. Medical Imaging Lie Ju, Zhen Yu, Lin Wang, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2023	J	`jnl`	Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. CoRR Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge
2022	J	`jnl`	Autonomous Incident Detection on Spectrometers Using Deep Convolutional Models. Sensors Xuelin Zhang, Donghao Zhang, Alexander Leye, Adrian Scott, Luke Visser, Zongyuan Ge, C. Paul Bonnington
2022	J	`jnl`	Early Melanoma Diagnosis With Sequential Dermoscopic Images. IEEE Trans. Medical Imaging Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2022	—	`conf`	Flexible Sampling for Long-Tailed Skin Lesion Classification. MICCAI (3) Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2022	J	`jnl`	Flexible Sampling for Long-tailed Skin Lesion Classification. CoRR Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
2022	A*	`conf`	Learning Network Architecture for Open-Set Recognition. AAAI Xuelin Zhang, Xuelian Cheng, Donghao Zhang, C. Paul Bonnington, Zongyuan Ge
2022	—	`conf`	Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images. MICCAI (1) Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
2022	J	`jnl`	Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images. CoRR Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
2022	—	`conf`	Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022	J	`jnl`	Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. CoRR Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2021	J	`jnl`	Early Melanoma Diagnosis with Sequential Dermoscopic Images. CoRR Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2021	—	`conf`	End-to-End Ugly Duckling Sign Detection for Melanoma Identification with Transformers. MICCAI (7) Zhen Yu, Victoria Mar, Anders Eriksson, Shakes Chandra, C. Paul Bonnington, Lei Zhang, Zongyuan Ge
2021	J	`jnl`	Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. IEEE Trans. Medical Imaging Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2021	J	`jnl`	Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning. IEEE J. Biomed. Health Informatics Lie Ju, Xin Wang, Xin Zhao, Huimin Lu, Dwarikanath Mahapatra, C. Paul Bonnington, Zongyuan Ge
2020	J	`jnl`	A survey of repositories in graph theory. CoRR Srinibas Swain, C. Paul Bonnington, Graham Farr, Kerri Morgan
2020	J	`jnl`	Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation. CoRR Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2020	—	`conf`	Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study. ACSW Yu Liu, Shobi Sivathamboo, Peter Goodin, C. Paul Bonnington, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Piero Perucca, Zongyuan Ge
2020	J	`jnl`	Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. CoRR Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2020	J	`jnl`	Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification. IEEE J. Biomed. Health Informatics Yanyang Gu, Zongyuan Ge, C. Paul Bonnington, Jun Zhou
2020	—	`conf`	Registration of Histopathology Images Using Self Supervised Fine Grained Feature Maps. DART/DCL@MICCAI James Tong, Dwarikanath Mahapatra, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
2020	J	`jnl`	Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading. CoRR Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Zongyuan Ge
2017	J	`jnl`	Embedding quartic Eulerian digraphs on the plane. Australas. J Comb. Dan Archdeacon, C. Paul Bonnington, Bojan Mohar
2017	J	`jnl`	Special issue in honour of Dan S. Archdeacon: Guest Editorial. Australas. J Comb. C. Paul Bonnington, Jeffrey H. Dinitz, Jozef Sirán
2016	J	`jnl`	Large-scale comparative visualisation of sets of multidimensional data. CoRR Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington
2016	J	`jnl`	Large-scale comparative visualisation of sets of multidimensional data. PeerJ Comput. Sci. Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington
2014	J	`jnl`	Regular pinched maps. Australas. J Comb. Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
2014	J	`jnl`	The multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research. Frontiers Neuroinformatics Wojtek Goscinski, Paul McIntosh, Ulrich Claus Felzmann, Anton Maksimenko, Christopher Hall, Timur Gureyev, Darren Thompson, Andrew L. Janke, Graham J. Galloway, Neil E. B. Killeen, Parnesh Raniga, Owen Kaluza, Amanda Ng, Govinda R. Poudel, David G. Barnes, Toàn D. Nguyên, C. Paul Bonnington, Gary F. Egan
2011	J	`jnl`	A Note on Obstructions to Clustered Planarity. Electron. J. Comb. Jamie Sneddon, C. Paul Bonnington
2010	—	`conf`	Facilitating Research Collaboration in the Australian Geoscience Community Using CloudStor. eScience Wendy G. Mason, Guido Aben, Jan J. Meijer, Chris Richter, C. Paul Bonnington, Louis Moresi, Peter G. Betts
2008	J	`jnl`	Geometric Realization of a Triangulation on the Projective Plane with One Face Removed. Discret. Comput. Geom. C. Paul Bonnington, Atsuhiro Nakamoto
2007	J	`jnl`	Between ends and fibers. J. Graph Theory C. Paul Bonnington, R. Bruce Richter, Mark E. Watkins
2007	J	`jnl`	How to Exhibit Toroidal Maps in Space. Discret. Comput. Geom. Dan Archdeacon, C. Paul Bonnington, Joanna A. Ellis-Monaghan
2004	J	`jnl`	Halin's theorem for cubic graphs on an annulus. Discret. Math. Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
2004	J	`jnl`	Obstructions for embedding cubic graphs on the spindle surface. J. Comb. Theory B Dan Archdeacon, C. Paul Bonnington
2004	J	`jnl`	Obstructions to directed embeddings of Eulerian digraphs in the plane. Eur. J. Comb. C. Paul Bonnington, Nora Hartsfield, Jozef Sirán
2004	J	`jnl`	On the orientable genus of the cartesian product of a complete regular tripartite graph with an even cycle. Ars Comb. C. Paul Bonnington, Tomaz Pisanski
2003	J	`jnl`	Graphs embedded in the plane with a bounded number of accumulation points. J. Graph Theory C. Paul Bonnington, R. Bruce Richter
2003	J	`jnl`	Halin's Theorem for the Msbius Strip. Ars Comb. Dan Archdeacon, C. Paul Bonnington, Marisa Debowsky, Michael Prestidge
2003	J	`jnl`	On cubic and edge-critical isometric subgraphs of hypercubes. Australas. J Comb. C. Paul Bonnington, Sandi Klavzar, Alenka Lipovec
2003	J	`jnl`	Planar embeddings with infinite faces. J. Graph Theory C. Paul Bonnington, Mark E. Watkins
2002	J	`jnl`	Embedding Digraphs on Orientable Surfaces. J. Comb. Theory B C. Paul Bonnington, Marston D. E. Conder, Margaret Morton, Patricia A. McKenna
2002	J	`jnl`	Sewing Ribbons on Graphs in Space. J. Comb. Theory B Dan Archdeacon, C. Paul Bonnington, R. Bruce Richter, Jozef Sirán
2001	J	`jnl`	Obstruction sets for outer-cylindrical graphs. J. Graph Theory Dan Archdeacon, C. Paul Bonnington, Nathaniel Dean, Nora Hartsfield, Katherine Scott
2001	J	`jnl`	Trading crossings for handles and crosscaps. J. Graph Theory Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
2001	J	`jnl`	Two maps on one surface. J. Graph Theory Dan Archdeacon, C. Paul Bonnington
2000	J	`jnl`	Exponential Families of Non-Isomorphic Triangulations of Complete Graphs. J. Comb. Theory B C. Paul Bonnington, Mike J. Grannell, Terry S. Griggs, Jozef Sirán
1999	J	`jnl`	Bipartite labeling of trees with maximum degree three. J. Graph Theory C. Paul Bonnington, Jozef Sirán
1998	J	`jnl`	A Nebeský-Type Characterization for Relative Maximum Genus. J. Comb. Theory B Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
1996	J	`jnl`	Geodesics in Transitive Graphs. J. Comb. Theory B C. Paul Bonnington, Wilfried Imrich, Norbert Seifter
1996	—	`conf`	The Hadwiger Number for the Product of Two Cycles. DMTCS Dan Archdeacon, C. Paul Bonnington, John Pearson, Jozef Sirán
1995	J	`jnl`	An algebraic characterization of planar graphs. J. Graph Theory Dan Archdeacon, C. Paul Bonnington, Charles H. C. Little
1995	J	`jnl`	Separating double rays in locally finite planar graphs. Discret. Math. C. Paul Bonnington, Wilfried Imrich, Mark E. Watkins
1994	J	`jnl`	A combinatorial generalisation of the Jordan curve theorem. Australas. J Comb. C. Paul Bonnington, Charles H. C. Little
1994	J	`jnl`	The Relative Maximum Genus of a Graph. J. Comb. Theory B C. Paul Bonnington
1992	J	`jnl`	The classification of combinatorial surfaces using 3-graphs. Australas. J Comb. C. Paul Bonnington, C. H. C. Little
1991	—	`conf`	A Generalisation of MacLane's Theorem to 3-graphs. Planar Graphs C. Paul Bonnington, Charles H. C. Little
1991	—	`conf`	Cycles, Cocycles and Diagonals: A Characterization of Planar Graphs. Planar Graphs Dan Archdeacon, C. Paul Bonnington, Charles H. C. Little