Fatos T. Yarman-Vural

Signal Image Video Process., October, 2023

Editorial: Machine learning methods for human brain imaging.

[BibT_eX]

[DOI]

Sharlene D. Newman

Tolga Çukur

Itir Önal Ertugrul

Frontiers Neuroinformatics, March, 2023

DidEye: An Attempt for Defining and Incorporating Visual Intuition for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Robin Koç

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Early Diagnosis of Alzheimer Disease with Shannon Information Source Model of the Brain.

[BibT_eX]

[DOI]

Ulas Sedat Aydin

Abdulla Ahmadkhan

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022

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

[BibT_eX]

[DOI]

Adil Kaan Akan

Signal Image Video Process., 2022

An Analysis on Disentanglement in Machine Learning.

[BibT_eX]

[DOI]

Sinan Kalkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Scoring Method for Interpretability of Concepts in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Mustafa Kagan Gürkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Template-aligned Transfer Learning on Brain Decoding Problem.

[BibT_eX]

[DOI]

Erkin Eryol

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Texture Analysis by Deep Twin Networks for Paper Fraud Detection.

[BibT_eX]

[DOI]

Ezgi Ekiz

Erol Sahin

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Hierarchical Feature Alignment for Transfer Learning on Neural Decoding Tasks.

[BibT_eX]

[DOI]

Erkin Eryol

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021

Analyzing Complex Problem Solving by Dynamic Brain Networks.

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2021

EEG Classification by Factoring in Sensor Spatial Configuration.

[BibT_eX]

[DOI]

Lubna Shibly Mokatren

IEEE Access, 2021

Representation of Cognitive States by Shannon Entropy.

[BibT_eX]

[DOI]

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

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

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Just Noticeable Difference for Machines to Generate Adversarial Images.

[BibT_eX]

[DOI]

Adil Kaan Akan

Mehmet Ali Genc

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Improved EEG Classification by factoring in sensor topography.

[BibT_eX]

[DOI]

Lubna Shibly Mokatren

CoRR, 2019

Modeling and Decoding Complex Problem Solving Process by Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

EEG Classification based on Image Configuration in Social Anxiety Disorder.

[BibT_eX]

[DOI]

Lubna Shibly Mokatren

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

On the Entropy of Brain Anatomic Regions for Complex Problem Solving.

[BibT_eX]

[DOI]

Sharlene D. Newman

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

On the Brain Networks of Complex Problem Solving.

[BibT_eX]

[DOI]

CoRR, 2018

Decoding cognitive subtasks of complex problem solving using fMRI signals.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

BrainParcel: A Brain Parcellation Algorithm for Cognitive State Classification.

[BibT_eX]

[DOI]

Proceedings of the Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities, 2018

Modeling Brain Networks with Artificial Neural Networks.

[BibT_eX]

[DOI]

Baran Baris Kivilcim

Itir Önal Ertugrul

Proceedings of the Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities, 2018

A dynamic network representation of fMRI for modeling and analyzing the problem solving task.

[BibT_eX]

[DOI]

Abdullah Alchihabi

Baran B. Kivilicim

Sharlene D. Newman

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Correlation-Based Variational Change Detection for Elevation Models.

[BibT_eX]

[DOI]

Gizem Aktas

Fatih Nar

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Non-Euclidean Vector Product for Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2017

Multi-way, multilingual neural machine translation.

[BibT_eX]

[DOI]

Kyunghyun Cho

Baskaran Sankaran

Yoshua Bengio

Comput. Speech Lang., 2017

Energy Saving Additive Neural Network.

[BibT_eX]

[DOI]

Ozan Yildiz

CoRR, 2017

Cognitive learner: An ensemble learning architecture for cognitive state classification.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

An energy efficient additive neural network.

[BibT_eX]

[DOI]

Ozan Yildiz

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

Transfer learning for brain decoding using deep architectures.

[BibT_eX]

[DOI]

Burak Velioglu

Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016

Machine Learning Methods for Attack Detection in the Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

A Self-Supervised Decision Fusion Framework for Building Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Hierarchical distance learning by stacking nearest neighbor classifiers.

[BibT_eX]

[DOI]

Inf. Fusion, 2016

A Hierarchical Multi-resolution Mesh Network for Brain Decoding.

[BibT_eX]

[DOI]

Itir Önal

CoRR, 2016

Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding.

[BibT_eX]

[DOI]

CoRR, 2016

Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification.

[BibT_eX]

[DOI]

Itir Önal Ertugrul

CoRR, 2016

A robust normalization method for fMRI data for brain decoding.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Decoding cognitive states using the bag of words model on fMRI time series.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Effect of voxel selection on temporal mesh model for brain decoding.

[BibT_eX]

[DOI]

Itir Onal

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Zero-Resource Translation with Multi-Lingual Neural Machine Translation.

[BibT_eX]

[DOI]

Baskaran Sankaran

Yaser Al-Onaizan

Kyunghyun Cho

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

CEREBRA: A 3-D visualization tool for brain network extracted from fMRI data.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Simplification and visualization of brain network extracted from fMRI data using CEREBRA.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

A Sparse Temporal Mesh Model for brain decoding.

[BibT_eX]

[DOI]

Itir Onal

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015

Segmentation Fusion for Building Detection Using Domain-Specific Information.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Bilişsel durum analizi i~in beyin Aği modeli.

[BibT_eX]

[DOI]

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Classification of fMRI data by using clustering.

[BibT_eX]

[DOI]

Sarper Alkan

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

An MRF framework for co-solving image segmentation and border ownership.

[BibT_eX]

[DOI]

Mehmet Akif Akkus

Sinan Kalkan

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Modeling Voxel Connectivity for Brain Decoding.

[BibT_eX]

[DOI]

Itir Önal

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Learning Deep Temporal Representations for fMRI Brain Decoding.

[BibT_eX]

[DOI]

Emre Aksan

Ilke Öztekin

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

Functional Mesh Model with Temporal Measurements for brain decoding.

[BibT_eX]

[DOI]

Itir Önal

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Ensembling brain regions for brain decoding.

[BibT_eX]

[DOI]

Sarper Alkan

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Estimating brain connectivity for pattern analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Localization of semantic category classification in fMRI images.

[BibT_eX]

[DOI]

Sarper Alkan

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Segmentation and decision fusion for building detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the Brain Connectivity for Pattern Analysis.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fusion of Image Segmentations under Markov, Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Representation Learning for Contextual Object and Region Detection in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Deep learning for brain decoding.

[BibT_eX]

[DOI]

Like Oztekin

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Functional networks of anatomic brain regions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013

Building Detection With Decision Fusion.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

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

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Enhancing Local Linear Models Using Functional Connectivity for Brain State Decoding.

[BibT_eX]

[DOI]

Int. J. Cogn. Informatics Nat. Intell., 2013

Airplane localization in satellite images by using visual attention.

[BibT_eX]

[DOI]

Gulsah Tumuklu Ozyer

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Information distribution analysis in the fMRI measurements with degree of locality estimation.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Representation learning with convolutional sparse autoencoders for remote sensing.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Cognitive process representation with minimum spanning tree of local meshes.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Contextual object recoğnition with conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Dry dock detection in satellite images with representation learning.

[BibT_eX]

[DOI]

Ümit Rusen Aktas

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Fusion of image segmentation algorithms using consensus clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Mesh learning for object classification using fMRI measurements.

[BibT_eX]

[DOI]

Uygar Öztekin

Proceedings of the IEEE International Conference on Image Processing, 2013

MRF Based Image Segmentation Augmented with Domain Specific Information.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Analyzing the information distribution in the fMRI measurements by estimating the degree of locality.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Representation of cognitive processes using the minimum spanning tree of local meshes.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

An information theoretic approach to classify cognitive states using fMRI.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Functional Mesh Learning for pattern analysis of cognitive processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012

Mesh Learning for Classifying Cognitive Processes

[BibT_eX]

[DOI]

Ilke Öztekin

Uygar Öztekin

CoRR, 2012

A New Fuzzy Stacked Generalization Technique for Deep learning and Analysis of its Performance

[BibT_eX]

[DOI]

CoRR, 2012

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

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Smarter security in the smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Distributed models for sparse attack construction and state vector estimation in the smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Semantic image segmentation with Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Application of context invariants in airport region of interest detection for multi-spectral satellite imagery.

[BibT_eX]

[DOI]

Okan Tarhan Tursun

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Mesh learning approach for brain data modeling.

[BibT_eX]

[DOI]

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A robust approach for shoreline detection in satellite imagery.

[BibT_eX]

[DOI]

Ümit Rusen Aktas

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Automatic building detection with feature space fusion using ensemble learning.

[BibT_eX]

[DOI]

Baris Yüksel

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

An Attention-Based Image Retrieval System.

[BibT_eX]

[DOI]

Gulsah Tumuklu Ozyer

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2009

Image annotation with semi-supervised clustering.

[BibT_eX]

[DOI]

Ahmet Sayar

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Ensemble detection: A new architecture for multisensor data fusion with ensemble learning for object detection.

[BibT_eX]

[DOI]

Okan Akalin

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

A new decision fusion technique for image classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

HANOLISTIC: A Hierarchical Automatic Image Annotation System Using Holistic Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008

On the Performance of Stacked Generalization Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007

Automatic Image Annotation by Ensemble of Visual Descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Design of a Feature Set for Face Recognition Problem.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2006

A Hierarchical Classification System Based on Adaptive Resonance Theory.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

2005

ORF-NT: An Object-Based Image Retrieval Framework Using Neighborhood Trees.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2005

Shape Similarity Measurement for Boundary Based Features.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004

A content based image retrieval system based on the fuzzy ARTMAP architecture.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Shape Recognition with Generalized Beam Angle Statistics.

[BibT_eX]

[DOI]

Ömer Önder Tola

Proceedings of the Computer and Information Sciences, 2004

An Image Retrieval System Based on Region Classification.

[BibT_eX]

[DOI]

Özge Can Özcanli

Proceedings of the Computer and Information Sciences, 2004

2003

BAS: a perceptual shape descriptor based on the beam angle statistics.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Object-based image labeling through learning by example and multi-level segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

SASI: a generic texture descriptor for image retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Selection of the Best Representative Feature and Membership Assignment for Content-Based Fuzzy Image Database.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

A Compact Shape Descriptor Based on the Beam Anlge Statistics.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002

Optical Character Recognition for Cursive Handwriting.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Perceptual Shape Descriptor.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Learning similarity space.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

An overview of character recognition focused on off-line handwriting.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2001

Multilevel image segmentation and object representation for content-based image retrieval.

[BibT_eX]

[DOI]

Pinar Duygulu

Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

SASI: a new texture descriptor for content based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

One-dimensional representation of two-dimensional information for HMM based handwriting recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2000

A Shape Descriptor Based on Circular Hidden Markov Mode.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Object based image retrieval based on multi-level segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Repulsive attractive network for baseline extraction on document images.

[BibT_eX]

[DOI]

Erhan Öztop

Adem Yasar Mülayim

Volkan Atalay

Signal Process., 1999

A new HMM topology for shape recognition.

[BibT_eX]

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Morphing as a Tool for Motion Modeling.

[BibT_eX]

[DOI]

Serkan Genç

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998

A new scheme for off-line handwritten connected digit recognition.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A Fast Color Quantization Algorithm using a Set of One Dimensional Color Intervals.

[BibT_eX]

[DOI]

Mustafa Uysal

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

One Dimensional Representation of Two Dimensional Information for HMM based Handwritten Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

A heuristic algorithm for optical character recognition of Arabic script.

[BibT_eX]

[DOI]

A. Alper Atici

Signal Process., 1997

Optical Character Recognition Without Segmentation.

[BibT_eX]

[DOI]

Mehmet Ali Özdil

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Similarity Measures for Binary and Grey Level Markov Random Field Textures.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Optical Character Recognition Without Segmentation.

[BibT_eX]

[DOI]

Mehmet Ali Özdil

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1989

The generalized H-lattice filter and estimation of the ARMA models.

[BibT_eX]

[DOI]

Dennis Wawrzynski

IEEE Trans. Acoust. Speech Signal Process., 1989

1988

Modified condensed nearest neighbor rule as applied to speaker independent word recognition.

[BibT_eX]

[DOI]

N. Yalabik

A. Mansur

Speech Commun., 1988

1987

Noise, histogram and cluster validity for Gaussian-mixtured data.

[BibT_eX]

[DOI]

Ergin Ataman

Pattern Recognit., 1987

1985

An efficient and order-recursive algorithm for estimating stationary ARMA models.

[BibT_eX]

[DOI]