Label-GCN: An Effective Method for Adding Label Propagation to Graph Convolutional Networks

Autor: Bellei, Claudio, Alattas, Hussain, Kaaniche, Nesrine

We show that a modification of the first layer of a Graph Convolutional Network (GCN) can be used to effectively propagate label information across neighbor nodes, for binary and multi-class classification problems. This is done by selectively elimin

Externí odkaz: http://arxiv.org/abs/2104.02153

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Complete genome sequence of a Marinococcus sp. PL1-022 isolated from the pink hypersaline Pearse Lakes, Rottnest Island, Western Australia.

Autor: Young CE; Bioplastic Innovation Hub, Food Futures Institute, Murdoch University , Murdoch, Western Australia, Australia.; School of Medical, Molecular and Forensic Sciences, Murdoch University , Murdoch, Western Australia, Australia., Alattas H; School of Medical, Molecular and Forensic Sciences, Murdoch University , Murdoch, Western Australia, Australia., Scott C; Bioplastic Innovation Hub, Food Futures Institute, Murdoch University , Murdoch, Western Australia, Australia.; CSIRO Environment, Black Mountain Science and Innovation Park , Canberra, Australia., Murphy DV; Bioplastic Innovation Hub, Food Futures Institute, Murdoch University , Murdoch, Western Australia, Australia., Tiwari R; Bioplastic Innovation Hub, Food Futures Institute, Murdoch University , Murdoch, Western Australia, Australia.; School of Medical, Molecular and Forensic Sciences, Murdoch University , Murdoch, Western Australia, Australia., Reeve WG; Bioplastic Innovation Hub, Food Futures Institute, Murdoch University , Murdoch, Western Australia, Australia.; School of Medical, Molecular and Forensic Sciences, Murdoch University , Murdoch, Western Australia, Australia.

Publikováno v: Microbiology resource announcements [Microbiol Resour Announc] 2024 Aug 13; Vol. 13 (8), pp. e0012924. Date of Electronic Publication: 2024 Jul 05.

Complete Genome Sequence of the Ice-Nucleation-Active Pseudomonas syringae pv. pisi Isolate MUP32, Isolated from Frost-Damaged Pea (Pisum sativum subsp. arvense cv. Dundale) in New South Wales.

Autor: Alattas H; Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia., Ardley J; Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia., Swift R; School of Molecular and Life Sciences, Faculty of Science and Engineering, Curtin University, Perth, Western Australia, Australia., Kant P; Agriculture Victoria, AgriBio, Bundoora, Victoria, Australia., Jackson S; Department of Primary Industries and Regional Development, Western Australia, Perth, Western Australia, Australia., Biddulph B; Department of Primary Industries and Regional Development, Western Australia, Perth, Western Australia, Australia., Bekuma A; Department of Primary Industries and Regional Development, Western Australia, Perth, Western Australia, Australia., Zandberg J; Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia., Abraham S; Antimicrobial Resistance and Infectious Diseases Laboratory, Harry Butler Institute, Murdoch University, Murdoch, Western Australia, Australia., Tiwari R; Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia., Reeve W; Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, Murdoch, Western Australia, Australia.

Publikováno v: Microbiology resource announcements [Microbiol Resour Announc] 2023 Mar 16; Vol. 12 (3), pp. e0127622. Date of Electronic Publication: 2023 Feb 13.