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ORCIDAbdullah Karaaslanli
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Journal Articles
- 2023
[j4]Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente:
Kernelized multiview signed graph learning for single-cell RNA sequencing data. BMC Bioinform. 24(1): 127 (2023)- 2022
- [j3]Abdullah Karaaslanli
, Satabdi Saha, Selin Aviyente, Tapabrata Maiti:
scSGL: kernelized signed graph learning for single-cell gene regulatory network inference. Bioinform. 38(11): 3011-3019 (2022) - [j2]Selin Aviyente, Abdullah Karaaslanli:
Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection. IEEE Signal Process. Mag. 39(4): 25-39 (2022) - 2021
- [j1]Abdullah Karaaslanli, Selin Aviyente:
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering. IEEE Trans. Signal Inf. Process. over Networks 7: 130-143 (2021)
Conference and Workshop Papers
- 2023
- [c8]Abdullah Karaaslanli, Ziyin Huang, Yijun Guo, Lana X. Garmire, Haodong Liang:
STADS: Spatial Transcriptomics to Aid Drug-reposition Recommendation. BIBM 2023: 2737-2740 - [c7]Abdullah Karaaslanli, Selin Aviyente:
Dynamic Signed Graph Learning. ICASSP 2023: 1-5 - [c6]Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente:
Multiple Signed Graph Learning for Gene Regulatory Network Inference. ICASSP 2023: 1-5 - 2022
- [c5]Abdullah Karaaslanli, Selin Aviyente:
Simultaneous Graph Signal Clustering and Graph Learning. ICML 2022: 10762-10772 - 2021
- [c4]Abdullah Karaaslanli, Selin Aviyente:
Graph Learning From Noisy and Incomplete Signals on Graphs. SSP 2021: 556-560 - 2020
- [c3]Abdullah Karaaslanli, Selin Aviyente:
Constrained Spectral Clustering for Dynamic Community Detection. ICASSP 2020: 8474-8478 - 2019
- [c2]Abdullah Karaaslanli, Selin Aviyente:
Strength Adjusted Multilayer Spectral Clustering. MLSP 2019: 1-6 - 2018
- [c1]Göktekin Durusoy, Abdullah Karaaslanli, Demet Yüksel Dal, Zerrin Yildirim, Burak Acar:
Multi-modal Brain Tensor Factorization: Preliminary Results with AD Patients. CNI@MICCAI 2018: 29-37
Informal and Other Publications
- 2024
- [i3]Abdullah Karaaslanli, Selin Aviyente:
Multiview Graph Learning with Consensus Graph. CoRR abs/2401.13769 (2024) - [i2]Meiby Ortiz-Bouza, Duc Vu, Abdullah Karaaslanli, Selin Aviyente:
Learning Graph Filters for Structure-Function Coupling based Hub Node Identification. CoRR abs/2410.17410 (2024) - 2019
- [i1]Abdullah Karaaslanli, Selin Aviyente:
Constrained Spectral Clustering for Dynamic Community Detection. CoRR abs/1911.01475 (2019)
Coauthor Index
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