Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation. - Aylin Tastan; Michael Muma; Abdelhak M. Zoubir (EUSIPCO, 2021)

Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation. - Aylin Tastan; Michael Muma; Abdelhak M. Zoubir (CoRR, 2021)

Sparsity-aware robust community detection (SPARCODE). - Aylin Tastan; Michael Muma; Abdelhak M. Zoubir (Signal Process., 2021)

Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs. - Aylin Tastan; Michael Muma; Abdelhak M. Zoubir (EUSIPCO, 2022)

Sparsity-Aware Block Diagonal Representation for Subspace Clustering. - Aylin Tastan; Michael Muma; Esa Ollila; Abdelhak M. Zoubir (EUSIPCO, 2023)

Contributions to Robust Graph Clustering: Spectral Analysis and Algorithms. - Aylin Tastan (2023)

Clustering Time Series Data for Personalized Type 1 Diabetes Management. - Aylin Tastan; Clara Escorihuela-Altaba; Jose F. Garcia-Tirado; Kaspar Riesen (ICPRAI (2), 2024)

Fast and Robust Sparsity-Aware Block Diagonal Representation. - Aylin Tastan; Michael Muma; Abdelhak M. Zoubir (IEEE Trans. Signal Process., 2024)