Seq-HyGAN: Sequence Classification via Hypergraph Attention Network

Author:

Saifuddin Khaled Mohammed1ORCID,May Corey2ORCID,Tanvir Farhan3ORCID,Islam Muhammad Ifte Khairul1ORCID,Akbas Esra1ORCID

Affiliation:

1. Georgia State University, Atlanta, GA, USA

2. Arkansas Tech University, Russellville, AR, USA

3. Oklahoma State University, Stillwater, OK, USA

Funder

National Science Foundation

Publisher

ACM

Reference49 articles.

1. Mehmet Emin Aktas and Esra Akbas . 2021. Hypergraph Laplacians in Diffusion Framework. Studies in Computational Intelligence 1016 (2 2021 ), 277--288. https://doi.org/10.48550/arxiv.2102.08867 10.48550/arxiv.2102.08867 Mehmet Emin Aktas and Esra Akbas. 2021. Hypergraph Laplacians in Diffusion Framework. Studies in Computational Intelligence 1016 (2 2021), 277--288. https://doi.org/10.48550/arxiv.2102.08867

2. Mehmet Emin Aktas , Thu Nguyen , Sidra Jawaid , Rakin Riza , and Esra Akbas . 2021. Identifying critical higher-order interactions in complex networks. Scientific Reports 2021 11:1 11 (10 2021 ), 1--11. Issue 1. https://doi.org/10.1038/s41598-021-00017-y 10.1038/s41598-021-00017-y Mehmet Emin Aktas, Thu Nguyen, Sidra Jawaid, Rakin Riza, and Esra Akbas. 2021. Identifying critical higher-order interactions in complex networks. Scientific Reports 2021 11:1 11 (10 2021), 1--11. Issue 1. https://doi.org/10.1038/s41598-021-00017-y

3. Sarwan Ali , Babatunde Bello , Prakash Chourasia , Ria Thazhe Punathil , Yijing Zhou, and Murray Patterson. 2022 . PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences. Biology 11 (3 2022). Issue 3. https://doi.org/10.3390/BIOLOGY11030418 10.3390/BIOLOGY11030418 Sarwan Ali, Babatunde Bello, Prakash Chourasia, Ria Thazhe Punathil, Yijing Zhou, and Murray Patterson. 2022. PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences. Biology 11 (3 2022). Issue 3. https://doi.org/10.3390/BIOLOGY11030418

4. Haitham Ashoor , Xiaowen Chen , Wojciech Rosikiewicz , Jiahui Wang , Albert Cheng , Ping Wang , Yijun Ruan , and Sheng Li. 2020. Graph embedding and unsupervised learning predict genomic sub-compartments from HiC chromatin interaction data. Nature Communications 2020 11:1 11 (3 2020 ), 1--11. Issue 1. https://doi.org/10.1038/s41467-020--14974-x 10.1038/s41467-020--14974-x Haitham Ashoor, Xiaowen Chen, Wojciech Rosikiewicz, Jiahui Wang, Albert Cheng, Ping Wang, Yijun Ruan, and Sheng Li. 2020. Graph embedding and unsupervised learning predict genomic sub-compartments from HiC chromatin interaction data. Nature Communications 2020 11:1 11 (3 2020), 1--11. Issue 1. https://doi.org/10.1038/s41467-020--14974-x

5. Using Sequence Similarity Networks for Visualization of Relationships Across Diverse Protein Superfamilies

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1. Instruction-based Hypergraph Pretraining;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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