Publications & Works

Publication Network
Articles 18
All (18)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (17)
Scopus (18)
TRDizin (1)

1. Downlink channel covariance matrix estimation via representation learning with graph regularization

Zerin M. C., VURAL E., YILMAZ A. Ö.
Digital Signal Processing: A Review Journal , vol.168, 2026 (SCI-Expanded, Scopus) identifier identifier identifier

2. Graph domain adaptation with localized graph signal representations

Pilavcı Y. Y., Güneyi E. T., Cengiz C., VURAL E.
Pattern Recognition , vol.155, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

3. Learning Graph ARMA Processes From Time-Vertex Spectra

Güneyi E. T., Yaldiz B., CANBOLAT A., VURAL E.
IEEE Transactions on Signal Processing , vol.72, pp.47-56, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

4. Locally Stationary Graph Processes

CANBOLAT A., VURAL E.
IEEE Transactions on Signal Processing , vol.72, pp.2323-2332, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

5. Domain Adaptation on Graphs by Learning Aligned Graph Bases

Pilanci M., VURAL E.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING , vol.34, no.2, pp.587-600, 2022 (SCI-Expanded, Scopus) identifier identifier

6. Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm

Kaya S., VURAL E.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.30, pp.4384-4394, 2021 (SCI-Expanded, Scopus) identifier identifier identifier identifier

7. Mask Combination of Multi-Layer Graphs for Global Structure Inference

Bayram E., Thanou D., VURAL E., Frossard P.
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS , vol.6, pp.394-406, 2020 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

8. Nonlinear supervised dimensionality reduction via smooth regular embeddings

Ornek C., VURAL E.
PATTERN RECOGNITION , vol.87, pp.55-66, 2019 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

9. Domain adaptation on graphs by learning graph topologies: theoretical analysis and an algorithm

Vural E.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.27, no.3, pp.1619-1635, 2019 (SCI-Expanded, Scopus, TRDizin) identifier identifier

10. Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering

Bayram E., Frossard P., Vural E., Alatan A. A.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , vol.15, pp.1284-1288, 2018 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

11. A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning

VURAL E., Guillemot C.
JOURNAL OF MACHINE LEARNING RESEARCH , vol.18, pp.1-55, 2018 (SCI-Expanded, Scopus) identifier

12. Out-of-Sample Generalizations for Supervised Manifold Learning for Classification

VURAL E., Guillemot C.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.25, no.3, pp.1410-1424, 2016 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

13. Geometry-Aware Neighborhood Search for Learning Local Models for Image Superresolution

Ferreira J. C., VURAL E., Guillemot C.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.25, no.3, pp.1354-1367, 2016 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

14. Analysis of Image Registration with Tangent Distance

Vural E., Frossard P.
SIAM JOURNAL ON IMAGING SCIENCES , vol.7, no.4, pp.2860-2915, 2014 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

15. Tangent space estimation for smooth embeddings of Riemannian manifolds

Tyagi H., VURAL E., Frossard P.
Information and Inference: A Journal of the IMA , vol.2, pp.69-114, 2013 (Peer-Reviewed Journal) Creative Commons License identifier

16. Learning Smooth Pattern Transformation Manifolds

Vural E., Frossard P.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.22, no.4, pp.1311-1325, 2013 (SCI-Expanded, Scopus) Creative Commons License identifier identifier identifier

17. Analysis of Descent-Based Image Registration

Vural E., Frossard P.
SIAM JOURNAL ON IMAGING SCIENCES , vol.6, no.4, pp.2310-2349, 2013 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

18. Discretization of Parametrizable Signal Manifolds

Vural E., Frossard P.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.20, no.12, pp.3621-3633, 2011 (SCI-Expanded, Scopus) Creative Commons License identifier identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 32

1. An Efficient Algorithm for Learning Locally Stationary Graph Processes

Canbolat A., VURAL E.
32nd European Signal Processing Conference, EUSIPCO 2024, Lyon, France, 26 - 30 August 2024, pp.2312-2316, (Full Text) identifier

2. An Experimental Study of the Sample Complexity of Domain Adaptation Alan Uyarlamada Örnek Karmaşikliǧinin Deneysel Incelemesi

Karaca H., Akgül Ö., Arslan Ö. F., Aydemir A. C., Aydin F. S., Ünsal E. A., et al.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier identifier

3. Learning Time-Vertex Dictionaries for Estimating Time-Varying Graph Signals

Acar A. B., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, China, 22 - 25 August 2022, vol.2022-August, (Full Text) identifier identifier

4. Estimation of Locally Stationary Graph Processes from Incomplete Realizations

CANBOLAT A., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, China, 22 - 25 August 2022, vol.2022-August, (Full Text) identifier identifier

5. Estimation of Time-Varying Graph Signals by Learning Graph Dictionaries Zamanda Deǧişen Graf Sinyallerinin Kestirimi için Graflarda Sözlük Öǧrenme

Acar A. B., VURAL E.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text) identifier

6. Learning Graph Signal Representations with Narrowband Spectral Kernels

Kar O. F., Turhan G., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, China, 22 - 25 August 2022, vol.2022-August, (Full Text) identifier identifier

7. Learning Narrowband Graph Spectral Kernels for Graph Signal Estimation Çizge Sinyallerinin Dar Bantli Spektral Kernel Öǧrenimi ile Kestirimi

Furkan Kar O., Turhan G., VURAL E.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text) identifier

8. A Theoretical Analysis of Multi-Modal Representation Learning with Regular Functions

Vural E.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4, (Full Text)

9. Investigation of Stationarity for Graph Time Series Data Sets

Güneyi E. T., Vural E.
2020 28th Signal Processing and Communications Applications Conference (SIU), 5 - 07 October 2020, pp.1-4, (Full Text)

10. Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations

Guneyi E. T., CANBOLAT A., VURAL E.
31st IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021, Gold-Coast, Australia, 25 - 28 October 2021, vol.2021-October, (Full Text) identifier identifier

11. Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph Kernels

Turhan G., VURAL E.
31st IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021, Gold-Coast, Australia, 25 - 28 October 2021, vol.2021-October, (Full Text) identifier identifier

12. Multi-Modal Learning With Generalizable Nonlinear Dimensionality Reduction

KAYA S., VURAL E.
2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22 - 25 September 2019, pp.2139-2143, (Full Text) identifier identifier

13. Domain Adaptation with Nonparametric Projections

Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, pp.1-4, (Full Text) Creative Commons License identifier

14. Cross-modal Representation Learning with Nonlinear Dimensionality Reduction

Kaya S., Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, pp.1-4, (Full Text) Creative Commons License identifier

15. Domain Adaptation on Graphs via Frequency Analysis

Pilancı M., Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, pp.1-4, (Full Text) Creative Commons License identifier

16. Learning Semi-Supervised Nonlinear Embeddings for Domain-Adaptive Pattern Recognition

VURAL E.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Antalya, Alanya, Turkey, 26 - 28 April 2019, pp.295-299, (Full Text) Creative Commons License

17. GENERALIZATION BOUNDS FOR DOMAIN ADAPTATION VIA DOMAIN TRANSFORMATIONS

VURAL E.
IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Denmark, 17 - 20 September 2018, (Full Text) identifier

18. GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORS

Ornek C., VURAL E.
IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Denmark, 17 - 20 September 2018, (Full Text) identifier

19. PROGRESSIVE CLUSTERING OF MANIFOLD-MODELED DATA BASED ON TANGENT SPACE VARIATIONS

Gokdogan G., VURAL E.
27th IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Tokyo, Japan, 25 - 28 September 2017, (Full Text) identifier

20. A Graph Signal Filtering Based Approach for Detection of Different Edge Typeson Airborne LiDAR Data

Bayram E., Vural E., Alatan A. A.
Conference on Lidar Technologies, Techniques, and Measurements for Atmospheric Remote Sensing XIII, Warszawa, Poland, 11 - 12 September 2017, vol.10429, (Full Text) identifier identifier

21. DOMAIN ADAPTATION VIA TRANSFERRING SPECTRAL PROPERTIES OF LABEL FUNCTIONS ON GRAPHS

Pilanci M., VURAL E.
12th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), Bordeaux, France, 11 - 12 July 2016, (Full Text) identifier

22. A performance study of the tangent distance method in transformation-invariant image classification

VURAL E., Frossard P.
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Queensland, Australia, Australia, 19 - 24 April 2015, pp.5773-5777, (Full Text) identifier identifier

23. TRANSFORMATION-INVARIANT DICTIONARY LEARNING FOR CLASSIFICATION WITH 1-SPARSE REPRESENTATIONS

Yuzuguler A. C., Vural E., Frossard P.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, 4 - 09 May 2014, (Full Text) identifier

24. Analysis of Hierarchical Image Alignment with Descent Methods

Vural E., Frossard P.
10th International Conference on Sampling Theory and Applications, Bremen, Germany, 1 - 05 July 2013, (Unpublished)

25. Tangent Space Estimation Bounds for Smooth Manifolds

Tyagi H., Vural E., Frossard P.
10th International Conference on Sampling Theory and Applications, Bremen, Germany, 1 - 05 July 2013, (Unpublished)

26. Learning pattern transformation manifolds for classification

VURAL E., Frossard P.
2012 19th IEEE International Conference on Image Processing, Orlando, FL, USA, United States Of America, 30 September - 03 October 2012, pp.1165-1168, (Full Text) Creative Commons License identifier identifier

27. Alignment of uncalibrated images for multi-view classification

Arık S. Ö., VURAL E., Frossard P.
2011 18th IEEE International Conference on Image Processing, Brussels, Belgium, Belgium, 11 - 14 September 2011, pp.2365-2368, (Full Text) Creative Commons License identifier

28. Approximation of pattern transformation manifolds with parametric dictionaries

VURAL E., Frossard P.
2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, Czech Republic, 22 - 27 May 2011, pp.977-980, (Full Text) Creative Commons License identifier

29. Learning Pattern Transformation Manifolds with Parametric Atom Selection

Vural E., Frossard P.
9th International Conference on Sampling Theory and Applications, Singapore, Singapore, 2 - 06 May 2011, (Unpublished)

30. Curvature analysis of pattern transformation manifolds

VURAL E., Frossard P.
2010 IEEE International Conference on Image Processing, Hong Kong, Hong Kong, Hong Kong, 26 - 29 September 2010, pp.2689-2692, (Full Text) Creative Commons License identifier identifier

31. Distance-based discretization of parametric signal manifolds

VURAL E., Frossard P.
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, TX, USA, United States Of America, 14 - 19 March 2010, pp.3574-3577, (Full Text) Creative Commons License identifier identifier

32. Outlier removal for sparse 3D reconstruction from video

VURAL E., ALATAN A. A.
3DTV Conference - True Vision - Capture, Transmission and Display of 3D Video, İstanbul, Turkey, 28 - 30 May 2008, pp.321-324, (Full Text) identifier
Metrics

Publication

50

Publication (WoS)

35

Publication (Scopus)

38

Citation (WoS)

174

H-Index (WoS)

7

Citation (Scopus)

216

H-Index (Scopus)

7

Citation (Scholar)

557

H-Index (Scholar)

11

Project

2

Thesis Advisory

13

Open Access

24
UN Sustainable Development Goals