Katerina J. Kechris

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Network Properties

Graph Embedding

Chronic Obstructive Pulmonary Disease

Semi Supervised

Top Venues

Frontiers Big Data

Publications

Charlie M. Carpenter, Lucas A. Gillenwater, Russell Bowler, Katerina J. Kechris, Debashis Ghosh
TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes. BMC Bioinform. 24 (1) (2023)
Thao Vu, Elizabeth Litkowski, Weixuan Liu, Katherine A. Pratte, Leslie Lange, Russell Bowler, Farnoush Banaei Kashani, Katerina J. Kechris
NetSHy: network summarization via a hybrid approach leveraging topological properties. Bioinform. 39 (1) (2023)
Souvik Seal, Qunhua Li, Elle Butler Basner, Laura M. Saba, Katerina J. Kechris
RCFGL: Rapid Condition adaptive Fused Graphical Lasso and application to modeling brain region co-expression networks. PLoS Comput. Biol. 19 (1) (2023)
Sundous Hussein, Thao Vu, Leslie Langel, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani
Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding. BIBM (2022)
Mohamed Abdel-Hafiz, Mesbah Najafi, Shahab Helmi, Katherine A. Pratte, Yonghua Zhuang, Weixuan Liu, Katerina J. Kechris, Russell Bowler, Leslie Lange, Farnoush Banaei Kashani
Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification. Frontiers Big Data 5 (2022)
Andrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani
Semi-supervised Embedding for Scalable and Accurate Time Series Clustering. Big Data (2022)