Tülay Adali

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 127

Top Venues

ICASSP

CISS

IEEE Signal Process. Mag.

IEEE Trans. Signal Process.

Publications

Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Isabell Lehmann, Tülay Adali
An Efficient Analytic Solution for Joint Blind Source Separation. IEEE Trans. Signal Process. 72 (2024)
Václav Kautský, Zbynek Koldovský, Tülay Adali
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component from Nonstationary Mixtures - Performance Analysis. IEEE Trans. Signal Process. 72 (2024)
Ashkan Faghiri, Armin Iraji, Tülay Adali, Vince D. Calhoun
Analysis of High-Order Brain Networks Resolved in Time and Frequency Using CP Decomposition. ICASSP (2024)
Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis. ICASSP (2024)
Isabell Lehmann, Tanuj Hasija, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data. IEEE Access 12 (2024)
H. Yang, Meiby Ortiz-Bouza, T. Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali
Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. ICASSP (2024)
Tülay Adali
Today's Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]. IEEE Signal Process. Mag. 41 (2) (2024)
Tülay Adali
An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]. IEEE Signal Process. Mag. 41 (1) (2024)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition. IEEE Trans. Biomed. Eng. 71 (7) (2024)
Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali
Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. ICASSP (2023)
Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan
Independent Vector Extraction Constrained on Manifold of Half-Length Filters. EUSIPCO (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40 (4) (2023)
Mark D. LoPresto, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
Fusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data. ICASSP Workshops (2023)
Ben Gabrielson, Mingyu Sun, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression. ICASSP (2023)
Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali
Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis. ACSSC (2023)
Ori Kenig, Koby Todros, Tülay Adali
Robust GMM Parameter Estimation via the K-BM Algorithm. ICASSP (2023)
Trung Vu, Francisco Laport, Hanlu Yang, Tülay Adali
Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation. ACSSC (2023)
Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan
Independent Vector Extraction Constrained on Manifold of Half-Length Filters. CoRR (2023)
Hanlu Yang, Fateme Ghayem, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data. ICASSP (2023)
Fateme Ghayem, H. Yang, Furkan Kantar, S.-J. Kim, Vince D. Calhoun, Tülay Adali
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning. ICASSP (2023)
Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
REGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS. ACSSC (2023)
Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi
Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA. ACSSC (2023)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21 (1) (2023)
Armin Iraji, Jiayu Chen, Ashkan Faghiri, Zening Fu, Jingyu Liu, Juan R. Bustillo, Tülay Adali, Mukesh Dhamala, Vince D. Calhoun
Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques. ISBI (2023)
Mingyu Sun, Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Francisco Laport, Vince D. Calhoun, Tülay Adali
A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis. Sensors 23 (11) (2023)
Biozid Bostami, Mukesh Dhamala, Tülay Adali, Vince D. Calhoun, Armin Iraji
Spatial Dynamic Propagation of Network Activity in Resting fMRI Data. ISBI (2023)
R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tülay Adali
Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. ICASSP (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40 (5) (2023)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21 (1) (2023)
Armin Iraji, Katarzyna Kazimierczak, Jiayu Chen, Sara Motlaghian, Karsten Specht, Tülay Adali, Vince D. Calhoun
The Nonlinear Brain: Towards Uncovering Hidden Brain Networks Using Explicitly Nonlinear Functional Interaction. ISBI (2023)
Hanlu Yang, Trung Vu, Qunfang Long, Vince D. Calhoun, Tülay Adali
Identification of Homogeneous Subgroups from Resting-State fMRI Data. Sensors 23 (6) (2023)
Xinhui Li, Tülay Adali, Rogers F. Silva, Vince D. Calhoun
Multimodal Subspace Independent Vector Analysis Better Captures Hidden Relationships in Multimodal Neuroimaging Data. ISBI (2023)
Clément Cosserat, Ben Gabrielson, Émilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
A Proximal Approach to IVA-G with Convergence Guarantees. ICASSP (2023)
Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali
Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. ICASSP (2022)
Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data. Sensors 22 (3) (2022)
Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar
Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. IEEE Signal Process. Mag. 39 (4) (2022)
Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
Reconstructing Synergy-Based Hand Grasp Kinematics from Electroencephalographic Signals. Sensors 22 (14) (2022)
Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4 (3) (2022)
Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri
Musculoskeletal Synergies in the Grasping Hand. EMBC (2022)
Ashkan Faghiri, Armin Iraji, Noah Lewis, Kun Yang, Koko Ishizuka, Akira Sawa, Tülay Adali, Vince D. Calhoun
Going from lines to triangles: A formulation for time-frequency moments of time-series with application to study fMRI. IVMSP (2022)
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning. CoRR (2022)
Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
Dynamical Synergies in Multidigit Hand Prehension. EMBC (2022)
Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
Dynamical Synergies of Multidigit Hand Prehension. Sensors 22 (11) (2022)
Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri
Data Fusion-Based Musculoskeletal Synergies in the Grasping Hand. Sensors 22 (19) (2022)
Khondoker Murad Hossain, Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali
Data-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data. CISS (2022)
Ashkan Faghiri, Armin Iraji, Marlena Duda, Tülay Adali, Vince D. Calhoun
A Unified Framework for Modularizing and Comparing Time-Resolved Functional Connectivity Methods. EMBC (2022)
H. Yang, Mohammad A. B. S. Akhonda, F. Ghayem, Qunfang Long, Vince D. Calhoun, Tülay Adali
Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data. ICASSP (2022)
Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother
Interpretability, Reproducibility, and Replicability [From the Guest Editors]. IEEE Signal Process. Mag. 39 (4) (2022)
Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali
Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. CoRR (2022)
Ashkan Faghiri, Tülay Adali, Vince D. Calhoun
Single Sideband Modulation as a Tool To Improve Functional Connectivity Estimation. ISBI (2022)
Poomipat Boonyakitanont, Ben Gabrielson, Irina Belyaeva, Parthan Olikkal, Jitkomut Songsiri, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields. EMBC (2022)
Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
Relationship between Dynamic Blood-Oxygen-Level-Dependent Activity and Functional Network Connectivity: Characterization of Schizophrenia Subgroups. Brain Connect. 11 (6) (2021)
Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tülay Adali
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. ICASSP (2021)
Eswar Damaraju, Rogers F. Silva, Tülay Adali, Vince D. Calhoun
A multimodal IVA fusion approach to identify linked neuroimaging markers. EMBC (2021)
Dingyi Pei, Tülay Adali, Ramana Vinjamuri
Generalizability of Hand Kinematic Synergies derived using Independent Component Analysis. EMBC (2021)
Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tülay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas
The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19. DS (2021)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
Multidataset Independent Subspace Analysis With Application to Multimodal Fusion. IEEE Trans. Image Process. 30 (2021)
Irina Belyaeva, Suchita Bhinge, Qunfang Long, Tülay Adali
Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion. IEEE Access 9 (2021)
Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]. IEEE Signal Process. Mag. 38 (4) (2021)
Lucas P. Damasceno, Charles C. Cavalcante, Tülay Adali, Zois Boukouvalas
Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization. ICASSP (2021)
Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
Tracing Network Evolution Using The Parafac2 Model. ICASSP (2020)
Zhongqiang Luo, Qunfang Long, Suchita Bhinge, Mohammad A. B. S. Akhonda, Tülay Adali
Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion. EMBC (2020)
Irina Belyaeva, Qunfang Long, Tülay Adali
Inexact Proximal Conjugate Subgradient Algorithm for fMRI Data Completion. EUSIPCO (2020)
Václav Kautský, Petr Tichavský, Zbynek Koldovský, Tülay Adali
Performance Bounds for Complex-Valued Independent Vector Analysis. IEEE Trans. Signal Process. 68 (2020)
Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. NeuroImage 216 (2020)
Ben Gabrielson, Mohammad A. B. S. Akhonda, Suchita Bhinge, Justin Brooks, Qunfang Long, Tülay Adali
Joint-IVA for identification of discriminating features in EEG: Application to a driving study. Biomed. Signal Process. Control. 61 (2020)
Rami Mowakeaa, Zois Boukouvalas, Qunfang Long, Tülay Adali
IVA using complex multivariate GGD: application to fMRI analysis. Multidimens. Syst. Signal Process. 31 (2) (2020)
Rui Jin, Krishna Dontaraju, Seung-Jun Kim, Mohammad Abu Baker Siddique Akhonda, Tülay Adali
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Zois Boukouvalas, Christine Mallinson, Evan Crothers, Nathalie Japkowicz, Aritran Piplai, Sudip Mittal, Anupam Joshi, Tülay Adali
Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19. CoRR (2020)
Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali
Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Wei Du, Ronald Phlypo, Tülay Adali
Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification. J. Signal Process. Syst. 91 (5) (2019)
Mohammad A. B. S. Akhonda, Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data. CISS (2019)
Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
Multidataset Independent Subspace Analysis with Application to Multimodal Fusion. CoRR (2019)
Chunying Jia, Mohammad A. B. S. Akhonda, Qunfang Long, Vince D. Calhoun, Shari Waldstein, Tülay Adali
C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data. CISS (2019)
Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
Tracing Network Evolution Using the PARAFAC2 Model. CoRR (2019)
Suchita Bhinge, Rami Mowakeaa, Vince D. Calhoun, Tülay Adali
Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA. IEEE Trans. Medical Imaging 38 (7) (2019)
Alexander von Lühmann, Zois Boukouvalas, Klaus-Robert Müller, Tülay Adali
A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy. NeuroImage 200 (2019)
Søren Føns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tülay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mørup
Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. ICASSP (2018)
Zois Boukouvalas, Yuri Levin-Schwartz, Rami Mowakeaa, Gengshen Fu, Tülay Adali
Independent Component Analysis Using Semi-Parametric Density Estimation Via Entropy Maximization. SSP (2018)
Tülay Adali, Antonio Ortega
Applications of Graph Theory. Proc. IEEE 106 (5) (2018)
Qingbao Yu, Yuhui Du, Jiayu Chen, Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun
Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proc. IEEE 106 (5) (2018)
Tülay Adali, H. Joel Trussell, Lars Kai Hansen, Vince D. Calhoun
The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails. Proc. IEEE 106 (6) (2018)
Qunfang Long, Chunying Jia, Zois Boukouvalas, Ben Gabrielson, Darren Emge, Tülay Adali
Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis. ICASSP (2018)
Asif Iqbal, Abd-Krim Seghouane, Tülay Adali
Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Xiaowei Song, Suchita Bhinge, Raimi Quiton, Tülay Adali
A two-level ICA approach reveals important differences in the female brain response to thermal pain. ISBI (2018)
Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data. ICASSP (2018)
Suchita Bhinge, Vince D. Calhoun, Tülay Adali
IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data. ICASSP (2018)
Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tülay Adali
Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning. ACSSC (2018)
Zois Boukouvalas, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis. J. Frankl. Inst. 355 (4) (2018)
Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
Flexible large-scale fMRI analysis: A survey. ICASSP (2017)
Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia. IEEE Trans. Medical Imaging 36 (7) (2017)
Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
Two models for fusion of medical imaging data: Comparison and connections. ICASSP (2017)
Darren Emge, Zois Boukouvalas, Yuri Levin-Schwartz, Suchita Bhinge, Qunfang Long, Tülay Adali
Power spectra constrained IVA for enhanced detection of SSVEP content. CISS (2017)
Suchita Bhinge, Qunfang Long, Yuri Levin-Schwartz, Zois Boukouvalas, Vince D. Calhoun, Tülay Adali
Non-orthogonal constrained independent vector analysis: Application to data fusion. ICASSP (2017)
Qunfang Long, Suchita Bhinge, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
A graph theoretical approach for performance comparison of ICA for fMRI analysis. CISS (2017)
Yuri Levin-Schwartz, Dennis R. Sparta, Joseph F. Cheer, Tülay Adali
Parameter-free automated extraction of neuronal signals from calcium imaging data. ICASSP (2017)
Suchita Bhinge, Yuri Levin-Schwartz, Tülay Adali
Data-driven fusion of multi-camera video sequences: Application to abandoned object detection. ICASSP (2017)
Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki
Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. Signal Process. Syst. 88 (3) (2017)
Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali
Enhancing ICA performance by exploiting sparsity: Application to FMRI analysis. ICASSP (2017)
Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers. EUSIPCO (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tülay Adali