Low rank spectral network alignment H Nassar, N Veldt, S Mohammadi, A Grama, DF Gleich Proceedings of the 2018 World Wide Web Conference, 619-628, 2018 | 38 | 2018 |
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions A Culos, AS Tsai, N Stanley, M Becker, MS Ghaemi, DR McIlwain, ... Nature machine intelligence 2 (10), 619-628, 2020 | 27 | 2020 |
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data N Stanley, IA Stelzer, AS Tsai, R Fallahzadeh, E Ganio, M Becker, ... Nature communications 11 (1), 1-9, 2020 | 20 | 2020 |
Multimodal network diffusion predicts future disease–gene–chemical associations CH Lin, DM Konecki, M Liu, SJ Wilson, H Nassar, AD Wilkins, DF Gleich, ... Bioinformatics 35 (9), 1536-1543, 2019 | 18 | 2019 |
Strong localization in personalized PageRank vectors H Nassar, K Kloster, DF Gleich International Workshop on Algorithms and Models for the Web-Graph, 190-202, 2015 | 17 | 2015 |
Multimodal network alignment H Nassar, DF Gleich Proceedings of the 2017 SIAM International Conference on Data Mining, 615-623, 2017 | 15 | 2017 |
Neighborhood and pagerank methods for pairwise link prediction H Nassar, AR Benson, DF Gleich Social Network Analysis and Mining 10 (1), 1-13, 2020 | 12 | 2020 |
Pairwise link prediction H Nassar, AR Benson, DF Gleich 2019 IEEE/ACM international conference on advances in social networks …, 2019 | 12 | 2019 |
Using cliques with higher-order spectral embeddings improves graph visualizations H Nassar, C Kennedy, S Jain, AR Benson, D Gleich Proceedings of The Web Conference 2020, 2927-2933, 2020 | 5 | 2020 |
Rigid graph alignment V Ravindra, H Nassar, DF Gleich, A Grama International conference on complex networks and their applications, 621-632, 2019 | 5 | 2019 |
Localization in seeded pagerank DF Gleich, K Kloster, H Nassar arXiv preprint arXiv:1509.00016, 2015 | 3 | 2015 |
Multiomics Longitudinal Modeling of Preeclamptic Pregnancies I Maric, K Contrepois, M Moufarrej, I Stelzer, D Feyaerts, X Han, A Tang, ... | 1 | 2021 |
Addressing Computational Bottlenecks in Higher-Order Graph Matching with Tensor Kronecker Product Structure C Colley, H Nassar, D Gleich arXiv preprint arXiv:2011.08837, 2020 | 1 | 2020 |
Low rank methods for multiple network alignment H Nassar, G Kollias, A Grama, DF Gleich arXiv preprint arXiv:1809.08198, 2018 | 1 | 2018 |
Abstract WMP24: Plasma Proteomics Reveals Potential Biological Mechanisms Of Chronic Post-Stroke Depression KA Zera, NH Bidoki, H Nassar, L Drag, M Mlynash, elizabeth osborn, ... Stroke 53 (Suppl_1), AWMP24-AWMP24, 2022 | | 2022 |
Scalable Algorithms for Multiple Network Alignment H Nassar, G Kollias, A Grama, DF Gleich SIAM Journal on Scientific Computing 43 (5), S592-S611, 2021 | | 2021 |
A longitudinal study of the post-stroke immune response and cognitive functioning: the StrokeCog study protocol LL Drag, M Mlynash, H Nassar, E Osborn, DE Kim, MS Angst, ... BMC neurology 20 (1), 1-7, 2020 | | 2020 |
Integration of Mechanistic Immunological Knowledge into a Machine Learning Pipeline Increases Predictive Power A Culos, AS Tsai, N Stanley, M Becker, MS Ghaemi, DR Mcilwain, ... bioRxiv, 2020 | | 2020 |
Low rank methods for network alignment H Nassar Purdue University Graduate School, 2019 | | 2019 |
Localization in Seeded PageRank H Nassar, K Kloster, DF Gleich Internet Mathematics, 1757, 2017 | | 2017 |