Yayınlar & Eserler

Yayın Ağı
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Editorial: Machine learning methods for human brain imaging

YARMAN VURAL F. T., Newman S. D., Çukur T., Önal Ertugrul I.
Frontiers in Neuroinformatics , cilt.17, 2023 (SCI-Expanded) Creative Commons License identifier identifier identifier

Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation

Akan A. K., AKBAŞ E., YARMAN VURAL F. T.
SIGNAL IMAGE AND VIDEO PROCESSING , cilt.16, sa.6, ss.1595-1606, 2022 (SCI-Expanded) identifier identifier

Gender classification using mesh networks on multiresolution multitask fMRI data

Ertugrul I. O., Ozay M., YARMAN VURAL F. T.
BRAIN IMAGING AND BEHAVIOR , cilt.14, sa.2, ss.460-476, 2020 (SCI-Expanded) identifier identifier identifier

Encoding the local connectivity patterns of fMRI for cognitive task and state classification

Ertugrul I. O., Ozay M., YARMAN VURAL F. T.
BRAIN IMAGING AND BEHAVIOR , cilt.13, sa.4, ss.893-904, 2019 (SCI-Expanded) identifier identifier identifier

Hierarchical multi-resolution mesh networks for brain decoding

Ertugrul I. O., Ozay M., YARMAN VURAL F. T.
BRAIN IMAGING AND BEHAVIOR , cilt.12, sa.4, ss.1067-1083, 2018 (SCI-Expanded) identifier identifier identifier

Multi-way, multilingual neural machine translation

Firat O., Cho K., Sankaran B., YARMAN VURAL F. T., Bengio Y.
COMPUTER SPEECH AND LANGUAGE , cilt.45, ss.236-252, 2017 (SCI-Expanded) identifier identifier

Machine Learning Methods for Attack Detection in the Smart Grid

Ozay M., Esnaola I., YARMAN VURAL F. T., Kulkarni S. R., Poor H. V.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS , cilt.27, sa.8, ss.1773-1786, 2016 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

Hierarchical distance learning by stacking nearest neighbor classifiers

Ozay M., YARMAN VURAL F. T.
INFORMATION FUSION , cilt.29, ss.14-31, 2016 (SCI-Expanded) identifier identifier

A Self-Supervised Decision Fusion Framework for Building Detection

Senaras C., YARMAN VURAL F. T.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.9, sa.5, ss.1780-1791, 2016 (SCI-Expanded) identifier identifier

Segmentation Fusion for Building Detection Using Domain-Specific Information

Karadag O. O., Senaras C., YARMAN VURAL F. T.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.8, sa.7, ss.3305-3315, 2015 (SCI-Expanded) identifier identifier

Image segmentation by fusion of low level and domain specific information via Markov Random Fields

Karadag O. O., YARMAN VURAL F. T.
PATTERN RECOGNITION LETTERS , cilt.46, ss.75-82, 2014 (SCI-Expanded) identifier identifier

Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models

Ozay M., Esnaola I., YARMAN VURAL F. T., Kulkarni S. R., Poor H. V.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS , cilt.31, sa.7, ss.1306-1318, 2013 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

Building Detection With Decision Fusion

Senaras C., Ozay M., YARMAN VURAL F. T.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.6, sa.3, ss.1295-1304, 2013 (SCI-Expanded) identifier identifier
Diğer Dergilerde Yayınlanan Makaleler

A New Representation of fMRI Signal by a Set of Local Meshes for Brain Decoding

Onal I., Ozay M., Mizrak E., GİLLAM İ., YARMAN VURAL F. T.
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS , cilt.3, sa.4, ss.683-694, 2017 (ESCI) identifier identifier
Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Visualization of Human Brain Network for the Analysis of Alzheimer's Disease Alzheimer Hastalığının Analizi için Beyin Ağlarının Görselleştirilmesi

Değirmendereli G. G., Aydın U. S., Ahmadkhan A., Türnüklü B., YARMAN VURAL F. T.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024 identifier

DidEye: An Attempt for Defining and Incorporating Visual Intuition for Convolutional Neural Networks DidEye: Bir Görsel Sezgi Tanimlama Denemesi ve Evrişimsel Sinir Aǧlarina Uygulanmasi

Koç R., YARMAN VURAL F. T.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023 identifier identifier

Template-aligned Transfer Learning on Brain Decoding Problem Beyin Çözümleme Probleminde Şablon-Hizali Transfer Öǧrenme

Eryol E., YARMAN VURAL F. T.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022 identifier

Texture Analysis by Deep Twin Networks for Paper Fraud Detection Ikiz Derin Aǧlarla Doku Analizi ile Evrak Sahteciliǧinin Tesbiti

Ekiz E., ŞAHİN E., YARMAN VURAL F. T.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022 identifier

An Analysis on Disentanglement in Machine Learning Makine Öǧrenmesinde Ayrişiklik Üzerine Bir Analiz

MOĞULTAY H., KALKAN S., YARMAN VURAL F. T.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022 identifier

Estimating Static and Dynamic Brain Networks by Kulback-Leibler Divergence from fMRI Data

Degirmendereli G. G., YARMAN VURAL F. T.
25th International Conference on Pattern Recognition (ICPR), ELECTR NETWORK, 10 - 15 Ocak 2021, ss.5913-5919 identifier identifier

EEG Classification based on Image Configuration in Social Anxiety Disorder

Mokatren L. S., Ansari R., Cetin A. E., Leow A. D., Ajilore O., Klumpp H., et al.
9th IEEE/EMBS International Conference on Neural Engineering (NER), San-Francisco, Kostarika, 20 - 23 Mart 2019, ss.577-580 Creative Commons License identifier identifier

On the Entropy of Brain Anatomic Regions for Complex Problem Solving

Degirmendereli G. G., Newman S. D., YARMAN VURAL F. T.
19th Annual IEEE International Conference on Bioinformatics and Bioengineering (BIBE), Athens, Yunanistan, 28 - 30 Ekim 2019, ss.603-608 identifier identifier

Modeling and Decoding Complex Problem Solving Process by Artificial Neural Networks

Akan A. K., Kivilcim B. B., AKBAŞ E., Newman S. D., YARMAN VURAL F. T.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019 identifier identifier

CORRELATION-BASED VARIATIONAL CHANGE DETECTION FOR ELEVATION MODELS

Aktas G., Nar F., YARMAN VURAL F. T.
38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, İspanya, 22 - 27 Temmuz 2018, ss.1930-1933 identifier

NON-EUCLIDEAN VECTOR PRODUCT FOR NEURAL NETWORKS

Afrasiyabi A., Badawi D., Nasir B., Yildiz O., YARMAN VURAL F. T., ÇETİN A. E.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Kanada, 15 - 20 Nisan 2018, ss.6862-6866 identifier

A DYNAMIC NETWORK REPRESENTATION OF FMRI FOR MODELING AND ANALYZING THE PROBLEM SOLVING TASK

Alchihabi A., Kivilicim B. B., Newman S. D., YARMAN VURAL F. T.
15th IEEE International Symposium on Biomedical Imaging (ISBI), Washington, Kiribati, 4 - 07 Nisan 2018, ss.114-117 identifier

Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning

Rahnama A., Alchihabi A., Gupta V., Antsaklis P. J., YARMAN VURAL F. T.
17th IEEE International Conference on Bioinformatics and Bioengineering (BIBE), Virginia, Amerika Birleşik Devletleri, 23 - 25 Ekim 2017, ss.75-80 identifier identifier

Transfer Learning for Brain Decoding using Deep Architectures

Velioglu B., YARMAN VURAL F. T.
IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), Oxford, Birleşik Krallık, 26 - 28 Temmuz 2017, ss.65-70 identifier

An Energy Efficient Additive Neural Network

Afrasiyabi A., NASIR B., Yildiz O., YARMAN VURAL F. T., ÇETİN A. E.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017 identifier

Simplification and Visualization of Brain Network Extracted from fMRI Data Using CEREBRA

Nasir B., YARMAN VURAL F. T.
15th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), California, Amerika Birleşik Devletleri, 22 - 23 Ağustos 2016, ss.174-181 identifier

A Sparse Temporal Mesh Model for Brain Decoding

Afrasiyabi A., Onal I., YARMAN VURAL F. T.
15th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), California, Amerika Birleşik Devletleri, 22 - 23 Ağustos 2016, ss.198-206 identifier

CEREBRA: A 3-D Visualization Tool for Brain Network Extracted from fMRI Data

NASIR B., YARMAN VURAL F. T.
38th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Florida, Amerika Birleşik Devletleri, 16 - 20 Ağustos 2016, ss.1147-1150 identifier

A Robust Normalization Method for fMRI Data for Brain Decoding

Yildiz O., Dogan F. I., GİLLAM İ., Mizrak E., YARMAN VURAL F. T.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2269-2272 identifier

Effect of Voxel Selection on Temporal Mesh Model for Brain Decoding

Afrasiyabi A., Onal I., YARMAN VURAL F. T.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2249-2252 identifier

Functional Mesh Model with Temporal Measurements for Brain Decoding

Onal I., Ozay M., YARMAN VURAL F. T.
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, İtalya, 25 - 29 Ağustos 2015, ss.2624-2628 identifier

Learning Deep Temporal Representations for fMRI Brain Decoding

Firat O., Aksan E., Oztekin I., YARMAN VURAL F. T.
1st International Workshop on Medical Learning Meets Medical Imaging (MLMMI), Lille, Fransa, 11 Temmuz 2015, cilt.9487, ss.25-34 identifier identifier

Modeling Voxel Connectivity for Brain Decoding

Onal I., Ozay M., YARMAN VURAL F. T.
2015 International Workshop on Pattern Recognition in NeuroImaging PRNI 2015, California, Amerika Birleşik Devletleri, 10 - 12 Haziran 2015, ss.5-8 identifier identifier

Bilişsel durum analizi için beyin Ağı modeli

ÖNAL I., Aksan E., VELİOĞLU B., Fırat O., Özay M., YARMAN VURAL F. T.
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 Mayıs 2015

fMRG Verilerinde Temel Bileşenler Analizi ve Özyinemeli Boyut Eliminasyonu Kullanarak Boyut Küçültme

Afrasiyabi A., YARMAN VURAL F. T.
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 Mayıs 2015

Spatial and Temporal Feature Extraction for Brain Decoding using CUDA

ÖNAL I., TEMİZEL A., YARMAN VURAL F. T.
GPU Technology Conference, San-Jose, Amerika Birleşik Devletleri, 17 - 20 Mart 2015

DEEP LEARNING FOR BRAIN DECODING

Firat O., GİLLAM İ., YARMAN VURAL F. T.
IEEE International Conference on Image Processing (ICIP), Paris, Fransa, 27 - 30 Ekim 2014, ss.2784-2788 identifier

Representation Learning for Contextual Object and Region Detection in Remote Sensing

Firat O., Can G., YARMAN VURAL F. T.
22nd International Conference on Pattern Recognition (ICPR), Stockholm, İsveç, 24 - 28 Ağustos 2014, ss.3708-3713 identifier identifier

Fusion of Image Segmentations under Markov Random Fields

Karadag O. O., YARMAN VURAL F. T.
22nd International Conference on Pattern Recognition (ICPR), Stockholm, İsveç, 24 - 28 Ağustos 2014, ss.930-935 identifier identifier

Modeling the Brain Connectivity for Pattern Analysis

Onal I., Aksan E., Velioglu B., Firat O., Ozay M., GİLLAM İ., et al.
22nd International Conference on Pattern Recognition (ICPR), Stockholm, İsveç, 24 - 28 Ağustos 2014, ss.3339-3344 identifier identifier

FUNCTIONAL NETWORKS OF ANATOMIC BRAIN REGIONS

Velioglu B., Aksan E., Onal I., Firat O., Ozay M., YARMAN VURAL F. T.
13th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), London, Kanada, 18 - 20 Ağustos 2014, ss.53-60 identifier

SEGMENTATION AND DECISION FUSION FOR BUILDING DETECTION

Karadag O. O., Senaras C., YARMAN VURAL F. T.
IEEE Joint International Geoscience and Remote Sensing Symposium (IGARSS) / 35th Canadian Symposium on Remote Sensing, Quebec City, Kanada, 13 - 18 Temmuz 2014, ss.1604-1607 identifier identifier

Estimating Brain Connectivity for Pattern Analysis

Onal I., Aksan E., Velioglu B., Firat O., Ozay M., GİLLAM İ., et al.
22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1806-1809 identifier

An Information Theoretic Approach to Classify Cognitive States Using fMRI

Onal I., Ozay M., Firat O., GİLLAM İ., YARMAN VURAL F. T.
IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE), Chania, Yunanistan, 10 - 13 Kasım 2013 identifier

FUSION OF IMAGE SEGMENTATION ALGORITHMS USING CONSENSUS CLUSTERING

Ozay M., YARMAN VURAL F. T., Kulkarni S. R., Poor H. V.
20th IEEE International Conference on Image Processing (ICIP), Melbourne, Avustralya, 15 - 18 Eylül 2013, ss.4049-4053 identifier

MRF Based Image Segmentation Augmented with Domain Specific Information

Karadag O. O., YARMAN VURAL F. T.
17th International Conference on Image Analysis and Processing (ICIAP), Naples, İtalya, 9 - 13 Eylül 2013, cilt.8157, ss.61-70 identifier

Functional Mesh Learning for Pattern Analysis of Cognitive Processes

Firat O., Ozay M., Onal I., GİLLAM İ., YARMAN VURAL F. T.
12th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI CC), New-York, Amerika Birleşik Devletleri, 16 - 18 Temmuz 2013, ss.161-167 identifier

Analyzing the Information Distribution in the fMRI Measurements by Estimating the Degree of Locality

Onal I., Ozay M., Firat O., GİLLAM İ., YARMAN VURAL F. T.
35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japonya, 3 - 07 Temmuz 2013, ss.6772-6775 identifier

Representation of Cognitive Processes Using the Minimum Spanning Tree of Local Meshes

Firat O., Ozay M., Onal I., GİLLAM İ., YARMAN VURAL F. T.
35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japonya, 3 - 07 Temmuz 2013, ss.6780-6783 identifier

Airplane Localization in Satellite Images by using Visual Attention

Ozyer G. T., YARMAN VURAL F. T.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013 identifier

Dry Dock Detection in Satellite Images with Representation Learning

Aktas U. R., Firat O., YARMAN VURAL F. T.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013 identifier

Edge aware segmentation in satellite imagery A case study of shoreline detection

Aktaş Ü. R., Gülcan C., YARMAN VURAL F. T.
7th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), Tsukuba Science City, Japan, 11 Kasım 2012

Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection

Can G., Firat O., YARMAN VURAL F. T.
Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition (SSPR) / International Workshop on Statistical Techniques in Pattern Recognition (SPR), Hiroshima, Japonya, 7 - 09 Kasım 2012, cilt.7626, ss.216-224 Sürdürülebilir Kalkınma identifier

Distributed Models for Sparse Attack Construction and State Vector Estimation in the Smart Grid

Ozay M., Esnaola I., YARMAN VURAL F. T., Kulkarni S. R., Poor H. V.
IEEE 3rd International Conference on Smart Grid Communications (SmartGridComm), Tainan, Tayvan, 5 - 08 Kasım 2012, ss.306-311 Sürdürülebilir Kalkınma identifier

Smarter Security in the Smart Grid

Ozay M., Esnaola I., YARMAN VURAL F. T., Kulkarni S. R., Poor H. V.
IEEE 3rd International Conference on Smart Grid Communications (SmartGridComm), Tainan, Tayvan, 5 - 08 Kasım 2012, ss.312-317 Sürdürülebilir Kalkınma identifier

A content-based image retrieval system using visual attention Görsel dikkat kullanarak geliştirilen i̇çerik tabanli bir görüntü erişim sistemi

Özyer G. T., YARMAN VURAL F. T.
18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Türkiye, 22 - 24 Nisan 2010, ss.399-402 identifier

Image Annotation With Semi-Supervised Clustering

Sayar A., YARMAN VURAL F. T.
24th International Symposium on Computer and Information Sciences, Güzelyurt, Kıbrıs (Kktc), 14 - 16 Eylül 2009, ss.12-13 identifier identifier

HANOLISTIC: A Hierarchical Automatic Image Annotation System Using Holistic Approach

Karadag O. O., YARMAN VURAL F. T.
IEEE-Computer-Society Conference on Computer Vision and Pattern Recognition Workshops, Florida, Amerika Birleşik Devletleri, 20 - 25 Haziran 2009, ss.899-900 identifier

A Theoretical Analysis of Feature Fusion in Stacked Generalization

Ozay M., YARMAN VURAL F. T.
IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.774-777 identifier

On the performance of Stacked Generalization classifiers

Ozay M., YARMAN VURAL F. T.
5th International Conference on Image Analysis and Recognition, Povoa de Varzim, Portekiz, 25 - 27 Haziran 2008, cilt.5112, ss.445-446 identifier

A pattern classification approach for boosting with genetic algorithms

Yalabık I., Yarman-Vural F. T., Ucoluk G., ŞEHİTOĞLU O. T.
22nd International Symposium on Computer and Information Sciences, Ankara, Türkiye, 7 - 09 Kasım 2007, ss.250-255 Creative Commons License identifier identifier
Kitap & Kitap Bölümleri

Derin Öğrenme

Yarman Vural F. T., Cinbiş R. G., Kalkan S.
Buzdağı Yayınevi, Ankara, 2018
Metrikler

Yayın

66

Atıf (WoS)

594

H-İndeks (WoS)

9

Atıf (Scopus)

368

H-İndeks (Scopus)

9

Atıf (Scholar)

12

H-İndeks (Scholar)

1

Proje

17

Tez Danışmanlığı

47

Açık Erişim

43
BM Sürdürülebilir Kalkınma Amaçları