Abdullah Karaaslanli

According to our database, Abdullah Karaaslanli authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning Graph Filters for Structure-Function Coupling based Hub Node Identification.

Meiby Ortiz-Bouza, Duc Vu, Abdullah Karaaslanli, Selin Aviyente

CoRR, 2024

Multiview Graph Learning with Consensus Graph.

Abdullah Karaaslanli, Selin Aviyente

CoRR, 2024

2023

Kernelized multiview signed graph learning for single-cell RNA sequencing data.

Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente

BMC Bioinform., December, 2023

Multiple Signed Graph Learning for Gene Regulatory Network Inference.

Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente

Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Signed Graph Learning.

Abdullah Karaaslanli, Selin Aviyente

Proceedings of the IEEE International Conference on Acoustics, 2023

STADS: Spatial Transcriptomics to Aid Drug-reposition Recommendation.

Abdullah Karaaslanli, Ziyin Huang, Yijun Guo, Lana X. Garmire, Haodong Liang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection.

Selin Aviyente, Abdullah Karaaslanli

IEEE Signal Process. Mag., 2022

scSGL: kernelized signed graph learning for single-cell gene regulatory network inference.

Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, Tapabrata Maiti

Bioinform., 2022

Simultaneous Graph Signal Clustering and Graph Learning.

Abdullah Karaaslanli, Selin Aviyente

Proceedings of the International Conference on Machine Learning, 2022

2021

Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering.

Abdullah Karaaslanli, Selin Aviyente

IEEE Trans. Signal Inf. Process. over Networks, 2021

Graph Learning From Noisy and Incomplete Signals on Graphs.

Abdullah Karaaslanli, Selin Aviyente

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

2020

Constrained Spectral Clustering for Dynamic Community Detection.

Abdullah Karaaslanli, Selin Aviyente

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Strength Adjusted Multilayer Spectral Clustering.

Abdullah Karaaslanli, Selin Aviyente

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018

Multi-modal Brain Tensor Factorization: Preliminary Results with AD Patients.

Göktekin Durusoy, Abdullah Karaaslanli, Demet Yüksel Dal, Zerrin Yildirim, Burak Acar

Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018