Fatos T. Yarman-Vural

According to our database1, Fatos T. Yarman-Vural authored at least 111 papers between 1985 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
On the Brain Networks of Complex Problem Solving.
CoRR, 2018

Modeling Brain Networks with Artificial Neural Networks.
CoRR, 2018

Decoding cognitive subtasks of complex problem solving using fMRI signals.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

BrainParcel: A Brain Parcellation Algorithm for Cognitive State Classification.
Proceedings of the Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities, 2018

Modeling Brain Networks with Artificial Neural Networks.
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.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Non-Euclidean Vector Product for Neural Networks.
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.
IEEE Trans. Signal and Information Processing over Networks, 2017

Multi-way, multilingual neural machine translation.
Computer Speech & Language, 2017

Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning.
CoRR, 2017

Energy Saving Additive Neural Network.
CoRR, 2017

Cognitive learner: An ensemble learning architecture for cognitive state classification.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

An energy efficient additive neural network.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

Transfer learning for brain decoding using deep architectures.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016
Machine Learning Methods for Attack Detection in the Smart Grid.
IEEE Trans. Neural Netw. Learning Syst., 2016

Hierarchical distance learning by stacking nearest neighbor classifiers.
Information Fusion, 2016

A Hierarchical Multi-resolution Mesh Network for Brain Decoding.
CoRR, 2016

Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding.
CoRR, 2016

Zero-Resource Translation with Multi-Lingual Neural Machine Translation.
CoRR, 2016

Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification.
CoRR, 2016

A robust normalization method for fMRI data for brain decoding.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Decoding cognitive states using the bag of words model on fMRI time series.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Effect of voxel selection on temporal mesh model for brain decoding.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Zero-Resource Translation with Multi-Lingual Neural Machine Translation.
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.
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.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

A Sparse Temporal Mesh Model for brain decoding.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015
Fusion of Image Segmentation Algorithms using Consensus Clustering.
CoRR, 2015

Machine Learning Methods for Attack Detection in the Smart Grid.
CoRR, 2015

Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models.
CoRR, 2015

Modeling Voxel Connectivity for Brain Decoding.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Learning Deep Temporal Representations for fMRI Brain Decoding.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

Functional Mesh Model with Temporal Measurements for brain decoding.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Ensembling brain regions for brain decoding.
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.
Pattern Recognition Letters, 2014

Estimating brain connectivity for pattern analysis.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Localization of semantic category classification in fMRI images.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Segmentation and decision fusion for building detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the Brain Connectivity for Pattern Analysis.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fusion of Image Segmentations under Markov, Random Fields.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Representation Learning for Contextual Object and Region Detection in Remote Sensing.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Deep learning for brain decoding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Functional networks of anatomic brain regions.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013
Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models.
IEEE Journal on Selected Areas in Communications, 2013

Enhancing Local Linear Models Using Functional Connectivity for Brain State Decoding.
IJCINI, 2013

Airplane localization in satellite images by using visual attention.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Information distribution analysis in the fMRI measurements with degree of locality estimation.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Representation learning with convolutional sparse autoencoders for remote sensing.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Cognitive process representation with minimum spanning tree of local meshes.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Contextual object recoğnition with conditional random fields.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Dry dock detection in satellite images with representation learning.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Fusion of image segmentation algorithms using consensus clustering.
Proceedings of the IEEE International Conference on Image Processing, 2013

Mesh learning for object classification using fMRI measurements.
Proceedings of the IEEE International Conference on Image Processing, 2013

MRF Based Image Segmentation Augmented with Domain Specific Information.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Analyzing the information distribution in the fMRI measurements by estimating the degree of locality.
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.
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.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Functional Mesh Learning for pattern analysis of cognitive processes.
Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012
Mesh Learning for Classifying Cognitive Processes
CoRR, 2012

A New Fuzzy Stacked Generalization Technique for Deep learning and Analysis of its Performance
CoRR, 2012

Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Smarter security in the smart grid.
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.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Semantic image segmentation with Markov Random Fields.
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.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Mesh learning approach for brain data modeling.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A robust approach for shoreline detection in satellite imagery.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Automatic building detection with feature space fusion using ensemble learning.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
An Attention-Based Image Retrieval System.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2009
Image annotation with semi-supervised clustering.
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.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

A new decision fusion technique for image classification.
Proceedings of the International Conference on Image Processing, 2009

HANOLISTIC: A Hierarchical Automatic Image Annotation System Using Holistic Approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
On the Performance of Stacked Generalization Classifiers.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007
Automatic Image Annotation by Ensemble of Visual Descriptors.
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.
Proceedings of the Computer and Information Sciences, 2006

A Hierarchical Classification System Based on Adaptive Resonance Theory.
Proceedings of the International Conference on Image Processing, 2006

2005
ORF-NT: An Object-Based Image Retrieval Framework Using Neighborhood Trees.
Proceedings of the Computer and Information Sciences, 2005

Shape Similarity Measurement for Boundary Based Features.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004
A content based image retrieval system based on the fuzzy ARTMAP architecture.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Shape Recognition with Generalized Beam Angle Statistics.
Proceedings of the Computer and Information Sciences, 2004

An Image Retrieval System Based on Region Classification.
Proceedings of the Computer and Information Sciences, 2004

2003
BAS: a perceptual shape descriptor based on the beam angle statistics.
Pattern Recognition Letters, 2003

Object-based image labeling through learning by example and multi-level segmentation.
Pattern Recognition, 2003

SASI: a generic texture descriptor for image retrieval.
Pattern Recognition, 2003

Selection of the Best Representative Feature and Membership Assignment for Content-Based Fuzzy Image Database.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

A Compact Shape Descriptor Based on the Beam Anlge Statistics.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Optical Character Recognition for Cursive Handwriting.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Perceptual Shape Descriptor.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Learning similarity space.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Multilevel image segmentation and object representation for content-based image retrieval.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

2000
One-dimensional representation of two-dimensional information for HMM based handwriting recognition.
Pattern Recognition Letters, 2000

A Shape Descriptor Based on Circular Hidden Markov Mode.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Object based image retrieval based on multi-level segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Repulsive attractive network for baseline extraction on document images.
Signal Processing, 1999

A new HMM topology for shape recognition.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Morphing as a Tool for Motion Modeling.
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.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

A new scheme for off-line handwritten connected digit recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A Fast Color Quantization Algorithm using a Set of One Dimensional Color Intervals.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

One Dimensional Representation of Two Dimensional Information for HMM based Handwritten Recognition.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A heuristic algorithm for optical character recognition of Arabic script.
Signal Processing, 1997

Optical Character Recognition Without Segmentation.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Similarity Measures for Binary and Grey Level Markov Random Field Textures.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Optical Character Recognition Without Segmentation.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Repulsive attractive network for baseline extraction on document images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1989
The generalized H-lattice filter and estimation of the ARMA models.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

1988
Modified condensed nearest neighbor rule as applied to speaker independent word recognition.
Speech Communication, 1988

1987
Noise, histogram and cluster validity for Gaussian-mixtured data.
Pattern Recognition, 1987

1985
An efficient and order-recursive algorithm for estimating stationary ARMA models.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1985


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