Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks

Mohannad Elhamod, Mridul Khurana, Harish Babu Manogaran, Josef C. Uyeda, Meghan A. Balk, Wasila M. Dahdul, Yasin Bakis, Henry L. Bart Jr., Paula M. Mabee, Hilmar Lapp, James P. Balhoff, Caleb Charpentier, David Carlyn, Wei-Lun Chao, Charles V. Stewart, Daniel I. Rubenstein, Tanya Y. Berger-Wolf, Anuj Karpatne. Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 3966-3978, ACM, 2023. [doi]

@inproceedings{ElhamodKMUBDBBM23,
  title = {Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks},
  author = {Mohannad Elhamod and Mridul Khurana and Harish Babu Manogaran and Josef C. Uyeda and Meghan A. Balk and Wasila M. Dahdul and Yasin Bakis and Henry L. Bart Jr. and Paula M. Mabee and Hilmar Lapp and James P. Balhoff and Caleb Charpentier and David Carlyn and Wei-Lun Chao and Charles V. Stewart and Daniel I. Rubenstein and Tanya Y. Berger-Wolf and Anuj Karpatne},
  year = {2023},
  doi = {10.1145/3580305.3599808},
  url = {https://doi.org/10.1145/3580305.3599808},
  researchr = {https://researchr.org/publication/ElhamodKMUBDBBM23},
  cites = {0},
  citedby = {0},
  pages = {3966-3978},
  booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023},
  editor = {Ambuj Singh and Yizhou Sun and Leman Akoglu and Dimitrios Gunopulos and Xifeng Yan and Ravi Kumar 0001 and Fatma Ozcan and Jieping Ye},
  publisher = {ACM},
}