Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

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) Creative Commons License identifier identifier

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) Creative Commons License identifier identifier

Locally Stationary Graph Processes

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

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) identifier identifier

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) identifier identifier identifier identifier

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) Sustainable Development identifier identifier

Nonlinear supervised dimensionality reduction via smooth regular embeddings

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

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) identifier identifier

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) Creative Commons License identifier identifier

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) identifier

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) Creative Commons License identifier identifier

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) Creative Commons License identifier identifier

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) Creative Commons License identifier identifier

Learning Smooth Pattern Transformation Manifolds

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

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) Creative Commons License identifier identifier

Discretization of Parametrizable Signal Manifolds

Vural E., Frossard P.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.20, no.12, pp.3621-3633, 2011 (SCI-Expanded) Creative Commons License identifier identifier identifier

Articles Published in Other Journals

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

Refereed Congress / Symposium Publications in Proceedings

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 identifier identifier

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 identifier

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 identifier identifier

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 identifier identifier

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 identifier

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 identifier identifier

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

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

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 identifier identifier

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 identifier identifier

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 identifier identifier

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 Creative Commons License identifier

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 Creative Commons License identifier

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 Creative Commons License identifier

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 Creative Commons License

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 identifier

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 identifier

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 identifier

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 identifier identifier

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 identifier

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 identifier identifier

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 identifier

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

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

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 Creative Commons License identifier identifier

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 Creative Commons License identifier

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 Creative Commons License identifier

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

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 Creative Commons License identifier identifier

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 Creative Commons License identifier identifier

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 identifier

Metrics

Publication

48

Citation (WoS)

107

H-Index (WoS)

7

Citation (Scopus)

124

H-Index (Scopus)

6

Project

2

Thesis Advisory

9

Open Access

24
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