Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Gender classification using mesh networks on multiresolution multitask fMRI data

BRAIN IMAGING AND BEHAVIOR, cilt.14, sa.2, ss.460-476, 2020 (SCI İndekslerine Giren Dergi) identifier identifier identifier

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

BRAIN IMAGING AND BEHAVIOR, cilt.13, sa.4, ss.893-904, 2019 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Hierarchical multi-resolution mesh networks for brain decoding

BRAIN IMAGING AND BEHAVIOR, cilt.12, sa.4, ss.1067-1083, 2018 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Multi-way, multilingual neural machine translation

COMPUTER SPEECH AND LANGUAGE, cilt.45, ss.236-252, 2017 (SCI İndekslerine Giren Dergi) identifier identifier

Machine Learning Methods for Attack Detection in the Smart Grid

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, cilt.27, sa.8, ss.1773-1786, 2016 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

A Self-Supervised Decision Fusion Framework for Building Detection

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, cilt.9, sa.5, ss.1780-1791, 2016 (SCI İndekslerine Giren Dergi) identifier identifier

Hierarchical distance learning by stacking nearest neighbor classifiers

INFORMATION FUSION, cilt.29, ss.14-31, 2016 (SCI İndekslerine Giren Dergi) identifier identifier

Segmentation Fusion for Building Detection Using Domain-Specific Information

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, cilt.8, sa.7, ss.3305-3315, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

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

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, cilt.31, sa.7, ss.1306-1318, 2013 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Building Detection With Decision Fusion

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, cilt.6, sa.3, ss.1295-1304, 2013 (SCI İndekslerine Giren Dergi) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

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

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, cilt.3, sa.4, ss.683-694, 2017 (ESCI İndekslerine Giren Dergi) identifier identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

On the Entropy of Brain Anatomic Regions for Complex Problem Solving

19th Annual IEEE International Conference on Bioinformatics and Bioengineering (BIBE), Athens, Yunanistan, 28 - 30 Ekim 2019, ss.603-608 identifier identifier

EEG Classification based on Image Configuration in Social Anxiety Disorder

9th IEEE/EMBS International Conference on Neural Engineering (NER), San-Francisco, Kostarika, 20 - 23 Mart 2019, ss.577-580 Creative Commons License identifier identifier

Modeling and Decoding Complex Problem Solving Process by Artificial Neural Networks

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019 identifier identifier

CORRELATION-BASED VARIATIONAL CHANGE DETECTION FOR ELEVATION MODELS

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

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

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

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

IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), Oxford, İngiltere, 26 - 28 Temmuz 2017, ss.65-70 identifier

An Energy Efficient Additive Neural Network

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017 identifier

A Sparse Temporal Mesh Model for Brain Decoding

15th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC), California, Amerika Birleşik Devletleri, 22 - 23 Ağustos 2016, ss.198-206 identifier

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

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

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

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

Effect of Voxel Selection on Temporal Mesh Model for Brain Decoding

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2249-2252 identifier

A Robust Normalization Method for fMRI Data for Brain Decoding

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2269-2272 identifier

Functional Mesh Model with Temporal Measurements for Brain Decoding

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

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

2015 International Workshop on Pattern Recognition in NeuroImaging PRNI 2015, California, Amerika Birleşik Devletleri, 10 - 12 Haziran 2015, ss.5-8 identifier identifier

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

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 Mayıs 2015

Bilişsel durum analizi için beyin Ağı modeli

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

GPU Technology Conference, San-Jose, Amerika Birleşik Devletleri, 17 - 20 Mart 2015

DEEP LEARNING FOR BRAIN DECODING

IEEE International Conference on Image Processing (ICIP), Paris, Fransa, 27 - 30 Ekim 2014, ss.2784-2788 identifier

Modeling the Brain Connectivity for Pattern Analysis

22nd International Conference on Pattern Recognition (ICPR), Stockholm, İsveç, 24 - 28 Ağustos 2014, ss.3339-3344 identifier identifier

Representation Learning for Contextual Object and Region Detection in Remote Sensing

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

22nd International Conference on Pattern Recognition (ICPR), Stockholm, İsveç, 24 - 28 Ağustos 2014, ss.930-935 identifier identifier

FUNCTIONAL NETWORKS OF ANATOMIC BRAIN REGIONS

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

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

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

IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE), Chania, Yunanistan, 10 - 13 Kasım 2013 identifier

FUSION OF IMAGE SEGMENTATION ALGORITHMS USING CONSENSUS CLUSTERING

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

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

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

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

35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japonya, 3 - 07 Temmuz 2013, ss.6780-6783 identifier

Dry Dock Detection in Satellite Images with Representation Learning

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013 identifier

Airplane Localization in Satellite Images by using Visual Attention

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

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

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 identifier

Smarter Security in the Smart Grid

IEEE 3rd International Conference on Smart Grid Communications (SmartGridComm), Tainan, Tayvan, 5 - 08 Kasım 2012, ss.312-317 identifier

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

IEEE 3rd International Conference on Smart Grid Communications (SmartGridComm), Tainan, Tayvan, 5 - 08 Kasım 2012, ss.306-311 identifier

Image Annotation With Semi-Supervised Clustering

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

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

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

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

22nd International Symposium on Computer and Information Sciences, Ankara, Türkiye, 7 - 09 Kasım 2007, ss.250-255 Creative Commons License identifier identifier

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