publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. Dynamic Signed Graph Learning
    Abdullah Karaaslanli, and Selin Aviyente
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  2. Multiple Signed Graph Learning for Gene Regulatory Network Inference
    Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, and 1 more author
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  3. Kernelized multiview signed graph learning for single-cell RNA sequencing data
    Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, and 1 more author
    BMC bioinformatics, 2023

2022

  1. Simultaneous Graph Signal Clustering and Graph Learning
    Abdullah Karaaslanli, and Selin Aviyente
    In International Conference on Machine Learning (ICML), 2022
  2. Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection
    Selin Aviyente, and Abdullah Karaaslanli
    IEEE Signal Processing Magazine, 2022
  3. scSGL: kernelized signed graph learning for single-cell gene regulatory network inference
    Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, and 1 more author
    Bioinformatics, 2022
  4. Community Detection in Multi-frequency EEG Networks
    Abdullah Karaaslanli, Meiby Ortiz-Bouza, Tamanna TK Munia, and 1 more author
    2022
    arXiv

2021

  1. Graph Learning From Noisy and Incomplete Signals on Graphs
    Abdullah Karaaslanli, and Selin Aviyente
    In 2021 IEEE Statistical Signal Processing Workshop (SSP), 2021
  2. Community detection in dynamic networks: Equivalence between stochastic blockmodels and evolutionary spectral clustering
    Abdullah Karaaslanli, and Selin Aviyente
    IEEE Transactions on Signal and Information Processing over Networks, 2021
  3. Multiview Graph Learning for single-cell RNA sequencing data
    Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, and 1 more author
    2021
    bioRxiv

2020

  1. Constrained spectral clustering for dynamic community detection
    Abdullah Karaaslanli, and Selin Aviyente
    In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

2019

  1. Strength Adjusted Multilayer Spectral Clustering
    Abdullah Karaaslanli, and Selin Aviyente
    In 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), 2019

2018

  1. Multi-modal brain tensor factorization: Preliminary results with AD patients
    Göktekin Durusoy, Abdullah Karaaslanli, Demet Yüksel Dal, and 2 more authors
    In International Workshop on Connectomics in Neuroimaging, 2018