Fatos T. Yarman-Vural

Publication Activity (10 Years)

Years Active: 1985-2023
Publications (10 Years): 51

Top Venues

SIU

CoRR

ICIP

ICPR

Publications

Robin Koç, Fatos T. Yarman-Vural
DidEye: An Attempt for Defining and Incorporating Visual Intuition for Convolutional Neural Networks. SIU (2023)
Ulas Sedat Aydin, Abdulla Ahmadkhan, Gonul Gunal Degirmendereli, Fatos T. Yarman-Vural
Early Diagnosis of Alzheimer Disease with Shannon Information Source Model of the Brain. SIU (2023)
Hazal Mogultay, Sinan Kalkan, Fatos T. Yarman-Vural
An Analysis on Disentanglement in Machine Learning. SIU (2022)
Mustafa Kagan Gürkan, Nafiz Arica, Fatos T. Yarman-Vural
A Scoring Method for Interpretability of Concepts in Convolutional Neural Networks. SIU (2022)
Adil Kaan Akan, Emre Akbas, Fatos T. Yarman-Vural
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation. Signal Image Video Process. 16 (6) (2022)
Gonul Gunal Degirmendereli, Fatos T. Yarman-Vural
Representation of Cognitive States by Shannon Entropy. SIU (2021)
Adil Kaan Akan, Emre Akbas, Fatos T. Yarman-Vural
Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation. CoRR (2021)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification by Factoring in Sensor Spatial Configuration. IEEE Access 9 (2021)
Abdullah Alchihabi, Omer Ekmekci, Baran Baris Kivilcim, Sharlene D. Newman, Fatos T. Yarman-Vural
Analyzing Complex Problem Solving by Dynamic Brain Networks. Frontiers Neuroinformatics 15 (2021)
Adil Kaan Akan, Mehmet Ali Genc, Fatos T. Yarman-Vural
Just Noticeable Difference for Machines to Generate Adversarial Images. ICIP (2020)
Gonul Gunal Degirmendereli, Fatos T. Yarman-Vural
Estimating Static and Dynamic Brain Networks by Kulback-Leibler Divergence from fMRI Data. ICPR (2020)
Adil Kaan Akan, Mehmet Ali Genc, Fatos T. Yarman-Vural
Just Noticeable Difference for Machines to Generate Adversarial Images. CoRR (2020)
Gonul Gunal Degirmendereli, Sharlene D. Newman, Fatos T. Yarman-Vural
On the Entropy of Brain Anatomic Regions for Complex Problem Solving. BIBE (2019)
Adil Kaan Akan, Baran Baris Kivilcim, Emre Akbas, Sharlene D. Newman, Fatos T. Yarman-Vural
Modeling and Decoding Complex Problem Solving Process by Artificial Neural Networks. SIU (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. NER (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos T. Yarman-Vural
Improved EEG Classification by factoring in sensor topography. CoRR (2019)
Arman Afrasiyabi, Diaa Badawi, Baris Nasir, Ozan Yildiz, Fatos T. Yarman-Vural, A. Enis Çetin
Non-Euclidean Vector Product for Neural Networks. ICASSP (2018)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. CoRR (2018)
Abdullah Alchihabi, Baran B. Kivilicim, Sharlene D. Newman, Fatos T. Yarman-Vural
A dynamic network representation of fMRI for modeling and analyzing the problem solving task. ISBI (2018)
Abdullah Alchihabi, Baran B. Kivilicim, Omer Ekmekci, Sharlene D. Newman, Fatos T. Yarman-Vural
Decoding cognitive subtasks of complex problem solving using fMRI signals. SIU (2018)
Abdullah Alchihabi, Omer Ekmekci, Baran B. Kivilicim, Sharlene D. Newman, Fatos T. Yarman-Vural
On the Brain Networks of Complex Problem Solving. CoRR (2018)
Baran Baris Kivilcim, Itir Önal Ertugrul, Fatos T. Yarman-Vural
Modeling Brain Networks with Artificial Neural Networks. CoRR (2018)
Arman Afrasiyabi, Baris Nasir, Ozan Yildiz, Fatos T. Yarman-Vural, A. Enis Çetin
An energy efficient additive neural network. SIU (2017)
Arash Rahnama, Abdullah Alchihabi, Vijay Gupta, Panos J. Antsaklis, Fatos T. Yarman-Vural
Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning. BIBE (2017)
Arman Afrasiyabi, Ozan Yildiz, Baris Nasir, Fatos T. Yarman-Vural, A. Enis Çetin
Energy Saving Additive Neural Network. CoRR (2017)
Arash Rahnama, Abdullah Alchihabi, Vijay Gupta, Panos J. Antsaklis, Fatos T. Yarman-Vural
Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning. CoRR (2017)
Orhan Firat, Kyunghyun Cho, Baskaran Sankaran, Fatos T. Yarman-Vural, Yoshua Bengio
Multi-way, multilingual neural machine translation. Comput. Speech Lang. 45 (2017)
Burak Velioglu, Fatos T. Yarman-Vural
Transfer learning for brain decoding using deep architectures. IEEE ICCI*CC (2017)
Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho
Zero-Resource Translation with Multi-Lingual Neural Machine Translation. CoRR (2016)
Ozan Yildiz, Fethiye Irmak Dogan, Ilke Öztekin, Eda Mizrak, Fatos T. Yarman-Vural
A robust normalization method for fMRI data for brain decoding. SIU (2016)
Çaglar Senaras, Fatos T. Yarman-Vural
A Self-Supervised Decision Fusion Framework for Building Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Arman Afrasiyabi, Itir Onal, Fatos T. Yarman-Vural
Effect of voxel selection on temporal mesh model for brain decoding. SIU (2016)
Itir Onal, Mete Ozay, Eda Mizrak, Ilke Öztekin, Fatos T. Yarman-Vural
Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding. CoRR (2016)
Baris Nasir, Fatos T. Yarman-Vural
CEREBRA: A 3-D visualization tool for brain network extracted from fMRI data. EMBC (2016)
Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho
Zero-Resource Translation with Multi-Lingual Neural Machine Translation. EMNLP (2016)
Baris Nasir, Fatos T. Yarman-Vural
Simplification and visualization of brain network extracted from fMRI data using CEREBRA. ICCI*CC (2016)
Arman Afrasiyabi, Itir Onal, Fatos T. Yarman-Vural
A Sparse Temporal Mesh Model for brain decoding. ICCI*CC (2016)
Itir Önal Ertugrul, Mete Ozay, Fatos T. Yarman-Vural
Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification. CoRR (2016)
Gunes Sucu, Emre Akbas, Ilke Öztekin, Eda Mizrak, Fatos T. Yarman-Vural
Decoding cognitive states using the bag of words model on fMRI time series. SIU (2016)
Özge Öztimur Karadag, Çaglar Senaras, Fatos T. Yarman-Vural
Segmentation Fusion for Building Detection Using Domain-Specific Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (7) (2015)
Itir Önal, Mete Ozay, Fatos T. Yarman-Vural
Functional Mesh Model with Temporal Measurements for brain decoding. EMBC (2015)
Itir Onal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Fatos T. Yarman-Vural
Bilişsel durum analizi i~in beyin Aği modeli. SIU (2015)
Sarper Alkan, Fatos T. Yarman-Vural
Ensembling brain regions for brain decoding. EMBC (2015)
Itir Önal, Mete Ozay, Fatos T. Yarman-Vural
Modeling Voxel Connectivity for Brain Decoding. PRNI (2015)
Hazal Mogultay, Sarper Alkan, Fatos T. Yarman-Vural
Classification of fMRI data by using clustering. SIU (2015)
Orhan Firat, Emre Aksan, Ilke Öztekin, Fatos T. Yarman-Vural
Learning Deep Temporal Representations for fMRI Brain Decoding. MLMMI@ICML (2015)
Özge Öztimur Karadag, Mehmet Akif Akkus, Sinan Kalkan, Fatos T. Yarman-Vural
An MRF framework for co-solving image segmentation and border ownership. SIU (2015)
Mete Ozay, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Fusion of Image Segmentation Algorithms using Consensus Clustering. CoRR (2015)
Arman Afrasiyabi, Fatos T. Yarman-Vural
fMRG Verilerinde Temel Bileşenler Analizi ve Özyinemeli Boyut Eliminasyonu Kullanarak Boyut Küçültme. SIU (2015)
Mete Özay, Inaki Esnaola, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Machine Learning Methods for Attack Detection in the Smart Grid. CoRR (2015)
Mete Ozay, Inaki Esnaola, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models. CoRR (2015)
Özge Öztimur Karadag, Fatos T. Yarman-Vural
Fusion of Image Segmentations under Markov, Random Fields. ICPR (2014)
Burak Velioglu, Emre Aksan, Itir Onal, Orhan Firat, Mete Ozay, Fatos T. Yarman-Vural
Functional networks of anatomic brain regions. ICCI*CC (2014)
Özge Öztimur Karadag, Çaglar Senaras, Fatos T. Yarman-Vural
Segmentation and decision fusion for building detection. IGARSS (2014)
Itir Önal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Like Oztekin, Fatos T. Yarman-Vural
Estimating brain connectivity for pattern analysis. SIU (2014)
Sarper Alkan, Fatos T. Yarman-Vural
Localization of semantic category classification in fMRI images. SIU (2014)
Orhan Firat, Like Oztekin, Fatos T. Yarman-Vural
Deep learning for brain decoding. ICIP (2014)
Itir Onal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Ilke Öztekin, Fatos T. Yarman-Vural
Modeling the Brain Connectivity for Pattern Analysis. ICPR (2014)
Özge Öztimur Karadag, Fatos T. Yarman-Vural
Image segmentation by fusion of low level and domain specific information via Markov Random Fields. Pattern Recognit. Lett. 46 (2014)
Orhan Firat, Gulcan Can, Fatos T. Yarman-Vural
Representation Learning for Contextual Object and Region Detection in Remote Sensing. ICPR (2014)
Omer Ekmekci, Orhan Firat, Mete Ozay, Ilke Öztekin, Fatos T. Yarman-Vural, Uygar Öztekin
Mesh learning for object classification using fMRI measurements. ICIP (2013)
Mete Ozay, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Fusion of image segmentation algorithms using consensus clustering. ICIP (2013)
Çaglar Senaras, Mete Ozay, Fatos T. Yarman-Vural
Building Detection With Decision Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Orhan Firat, Fatos T. Yarman-Vural
Representation learning with convolutional sparse autoencoders for remote sensing. SIU (2013)
Orhan Firat, Mete Ozay, Itir Onal, Ilke Öztekin, Fatos T. Yarman-Vural
Functional Mesh Learning for pattern analysis of cognitive processes. ICCI*CC (2013)
Özge Öztimur Karadag, Fatos T. Yarman-Vural
MRF Based Image Segmentation Augmented with Domain Specific Information. ICIAP (2) (2013)
Mete Ozay, Inaki Esnaola, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models. IEEE J. Sel. Areas Commun. 31 (7) (2013)
Ümit Rusen Aktas, Orhan Firat, Fatos T. Yarman-Vural
Dry dock detection in satellite images with representation learning. SIU (2013)
Itir Onal, Mete Ozay, Orhan Firat, Ilke Öztekin, Fatos T. Yarman-Vural
An information theoretic approach to classify cognitive states using fMRI. BIBE (2013)
Orhan Firat, Mete Özay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural
Enhancing Local Linear Models Using Functional Connectivity for Brain State Decoding. Int. J. Cogn. Informatics Nat. Intell. 7 (3) (2013)
Itir Önal, Mete Ozay, Orhan Firat, Ilke Öztekin, Fatos T. Yarman-Vural
Information distribution analysis in the fMRI measurements with degree of locality estimation. SIU (2013)
Gulsah Tumuklu Ozyer, Fatos T. Yarman-Vural
Airplane localization in satellite images by using visual attention. SIU (2013)
Gulcan Can, Orhan Firat, Fatos T. Yarman-Vural
Contextual object recoğnition with conditional random fields. SIU (2013)
Orhan Firat, Mete Ozay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural
Cognitive process representation with minimum spanning tree of local meshes. SIU (2013)
Mete Ozay, Inaki Esnaola, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Distributed models for sparse attack construction and state vector estimation in the smart grid. SmartGridComm (2012)
Mete Ozay, Ilke Öztekin, Uygar Öztekin, Fatos T. Yarman-Vural
Mesh Learning for Classifying Cognitive Processes CoRR (2012)
Çaglar Senaras, Baris Yüksel, Mete Ozay, Fatos T. Yarman-Vural
Automatic building detection with feature space fusion using ensemble learning. IGARSS (2012)
Mete Ozay, Fatos T. Yarman-Vural
A New Fuzzy Stacked Generalization Technique for Deep learning and Analysis of its Performance CoRR (2012)
Mete Ozay, Inaki Esnaola, Fatos T. Yarman-Vural, Sanjeev R. Kulkarni, H. Vincent Poor
Smarter security in the smart grid. SmartGridComm (2012)
Özge Öztimur Karadag, Fatos T. Yarman-Vural
Semantic image segmentation with Markov Random Fields. SIU (2012)
Ümit Rusen Aktas, Gulcan Can, Fatos T. Yarman-Vural
A robust approach for shoreline detection in satellite imagery. SIU (2012)
Orhan Firat, Okan Tarhan Tursun, Fatos T. Yarman-Vural
Application of context invariants in airport region of interest detection for multi-spectral satellite imagery. SIU (2012)
Orhan Firat, Mete Ozay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural
Mesh learning approach for brain data modeling. SIU (2012)
Gulsah Tumuklu Ozyer, Fatos T. Yarman-Vural
An Attention-Based Image Retrieval System. ICMLA (1) (2011)
Mete Ozay, Okan Akalin, Fatos T. Yarman-Vural
Ensemble detection: A new architecture for multisensor data fusion with ensemble learning for object detection. ISCIS (2009)
Özge Öztimur Karadag, Fatos T. Yarman-Vural
HANOLISTIC: A Hierarchical Automatic Image Annotation System Using Holistic Approach. CVPR Workshops (2009)
Emre Akbas, Fatos T. Yarman-Vural
Automatic Image Annotation by Ensemble of Visual Descriptors. CVPR (2007)
Mutlu Uysal, Emre Akbas, Fatos T. Yarman-Vural
A Hierarchical Classification System Based on Adaptive Resonance Theory. ICIP (2006)
Emre Akbas, Fatos T. Yarman-Vural
Design of a Feature Set for Face Recognition Problem. ISCIS (2006)
Nafiz Arica, Fatos T. Yarman-Vural
Shape Similarity Measurement for Boundary Based Features. ICIAR (2005)
Mutlu Uysal, Fatos T. Yarman-Vural
ORF-NT: An Object-Based Image Retrieval Framework Using Neighborhood Trees. ISCIS (2005)
Ömer Önder Tola, Nafiz Arica, Fatos T. Yarman-Vural
Shape Recognition with Generalized Beam Angle Statistics. ISCIS (2004)
Özge Can Özcanli, Fatos T. Yarman-Vural
An Image Retrieval System Based on Region Classification. ISCIS (2004)
Mutlu Uysal, Fatos T. Yarman-Vural
A content based image retrieval system based on the fuzzy ARTMAP architecture. ACM Multimedia (2004)
Abdurrahman Çarkacioglu, Fatos T. Yarman-Vural
SASI: a generic texture descriptor for image retrieval. Pattern Recognit. 36 (11) (2003)
Yaowu Xu, Pinar Duygulu, Eli Saber, A. Murat Tekalp, Fatos T. Yarman-Vural
Object-based image labeling through learning by example and multi-level segmentation. Pattern Recognit. 36 (6) (2003)
Mutlu Uysal, Fatos T. Yarman-Vural
Selection of the Best Representative Feature and Membership Assignment for Content-Based Fuzzy Image Database. CIVR (2003)
Nafiz Arica, Fatos T. Yarman-Vural
BAS: a perceptual shape descriptor based on the beam angle statistics. Pattern Recognit. Lett. 24 (9-10) (2003)
Nafiz Arica, Fatos T. Yarman-Vural
A Compact Shape Descriptor Based on the Beam Anlge Statistics. CIVR (2003)
Nafiz Arica, Fatos T. Yarman-Vural
Optical Character Recognition for Cursive Handwriting. IEEE Trans. Pattern Anal. Mach. Intell. 24 (6) (2002)

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Publication Activity (10 Years)

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Fatos T. Yarman-Vural