Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Mouse face tracking using convolutional neural networks

IET COMPUTER VISION, vol.12, no.2, pp.153-161, 2018 (Peer-Reviewed Journal) identifier identifier

Brain Computer Interfaces for Silent Speech

EUROPEAN REVIEW, vol.25, no.2, pp.208-230, 2017 (Peer-Reviewed Journal) Sustainable Development identifier identifier

A novel deep learning approach for classification of EEG motor imagery signals

JOURNAL OF NEURAL ENGINEERING, vol.14, no.1, 2017 (Peer-Reviewed Journal) identifier identifier identifier

Efficient Airport Detection Using Line Segment Detector and Fisher Vector Representation

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.13, no.8, pp.1079-1083, 2016 (Peer-Reviewed Journal) identifier identifier

Applying Computational Aesthetics to a Video Game Application Using Machine Learning

IEEE COMPUTER GRAPHICS AND APPLICATIONS, vol.36, no.4, pp.23-33, 2016 (Peer-Reviewed Journal) identifier identifier identifier

A Learning-Based Resegmentation Method for Extraction of Buildings in Satellite Images

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.11, no.12, pp.2150-2153, 2014 (Peer-Reviewed Journal) identifier identifier

Texture-Based Airport Runway Detection

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.10, no.3, pp.471-475, 2013 (Peer-Reviewed Journal) identifier identifier

3-D Face Recognition With Local Shape Descriptors

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol.7, no.2, pp.577-587, 2012 (Peer-Reviewed Journal) identifier identifier

Infinite dimensional Hopfield neural networks

NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, vol.47, no.9, pp.5807-5813, 2001 (Peer-Reviewed Journal) identifier identifier

Reinforcement learning with internal expectation for the random neural network

European Journal Of Operational Research, vol.126, pp.288-307, 2000 (Peer-Reviewed Journal) identifier identifier

A neural optimizer for hypercube embedding

NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, vol.36, no.6, pp.785-797, 1999 (Peer-Reviewed Journal) identifier identifier

Formalization of workflows and correctness issues in the presence of concurrency

DISTRIBUTED AND PARALLEL DATABASES, vol.7, no.2, pp.199-248, 1999 (Peer-Reviewed Journal) identifier identifier

Pattern recognition in bistable networks

Proceedings of SPIE - The International Society for Optical Engineering, vol.3722, pp.457-463, 1999 (Peer-Reviewed Journal) identifier identifier

Multi-image region growing for integrating disparity maps

COMPUTER ANALYSIS OF IMAGES AND PATTERNS, vol.1689, pp.403-410, 1999 (Peer-Reviewed Journal) identifier identifier

Infinite dimensional radial basis function neural networks for nonlinear transformations on function spaces

NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, vol.30, no.3, pp.1649-1654, 1997 (Peer-Reviewed Journal) identifier identifier

Serializability of nested transactions in multidatabases

DATABASE THEORY - ICDT'97, vol.1186, pp.321-335, 1997 (Peer-Reviewed Journal) identifier

Fingerprint classification through self-organizing feature maps modified to treat uncertainties

PROCEEDINGS OF THE IEEE, vol.84, no.10, pp.1497-1512, 1996 (Peer-Reviewed Journal) identifier identifier

Classification of neural network hardware

Neural Network World, vol.6, no.1, pp.11-27, 1996 (Peer-Reviewed Journal) identifier

Annealing by Boltzmann machine for Soma puzzles

Neural Network World, vol.5, no.3, pp.317-327, 1995 (Peer-Reviewed Journal) identifier

AN OPTIMISTIC LOCKING TECHNIQUE FOR CONCURRENCY-CONTROL IN DISTRIBUTED DATABASES

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, vol.17, no.7, pp.712-724, 1991 (Peer-Reviewed Journal) identifier identifier

COMPLETE TEST-GENERATION METHOD FOR ALL STUCK-AT FAULTS IN COMBINATIONAL-CIRCUITS

INTERNATIONAL JOURNAL OF ELECTRONICS, vol.68, no.5, pp.657-666, 1990 (Peer-Reviewed Journal) identifier identifier

CONCURRENCY-CONTROL IN DISTRIBUTED DATABASES THROUGH TIME INTERVALS AND SHORT-TERM LOCKS

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, vol.15, no.8, pp.994-1003, 1989 (Peer-Reviewed Journal) identifier identifier

DISCUSSION ON STUCK-AT FAULTS IN COMBINATIONAL-CIRCUITS

INTERNATIONAL JOURNAL OF ELECTRONICS, vol.67, no.1, pp.7-14, 1989 (Peer-Reviewed Journal) identifier identifier

A method for concurrency control in distributed DBMSs: Permission Test Method

ACM SIGMOD Record, vol.16, no.2, pp.37-50, 1987 (Peer-Reviewed Journal) identifier

Articles Published in Other Journals

22nd International Symposium on Computer and Information Sciences, ISCIS 2007 - Proceedings: Preface

22nd International Symposium on Computer and Information Sciences, ISCIS 2007 - Proceedings, 2007 (Peer-Reviewed Journal) identifier

Effect of orientation map accuracy on fingerprint classification using PCA-MSOM

International Conference on Knowledge-Based Intelligent Electronic Systems, Proceedings, KES, vol.2, pp.527-530, 2000 (Peer-Reviewed Journal) identifier

METU interoperable database system

ACM SIGMOD Record, vol.24, pp.552, 1996 (Peer-Reviewed Journal) identifier

Classification of Neural Network Hardaware

Neural Network World, vol.6, pp.11-27, 1996 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Self-training Guided Adversarial Domain Adaptation For Thermal Imagery

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, 19 - 25 June 2021, pp.4317-4326 identifier identifier

Deep convolutional neural networks for airport detection in remote sensing images

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4 identifier identifier

Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 Sustainable Development identifier identifier

Ensemble of Convolutional Neural Networks for Classification of Breast Microcalcification from Mammograms

39th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), South Korea, 11 - 15 July 2017, pp.689-692 Sustainable Development identifier identifier identifier

Uydu Görüntülerinde Havaalanı Tespiti İçin Derin Öğrenme

2016 8. Savunma Teknolojileri Kongresi (SAVTEK 16), Ankara, Turkey, 12 October - 14 December 2016

Assesment of Pain in Mouse Facial Images

2016 XX. Biyomedikal Mühendisliği Ulusal Toplantısı (Uluslararası Katılımlı), İzmir, Turkey, 3 - 05 November 2016, pp.498-501 identifier

Detection of Candidate Airport Regions from Satellite Images

2016 International Conference on Natural Science and Engineering (ICNASE’16), Kilis, Turkey, 19 - 20 March 2016, pp.219-225

Tracking Mice Face in Video

20th National Biomedical Engineering Meeting (BIYOMUT), İzmir, Turkey, 3 - 05 November 2016 identifier identifier

Brain Computer Interfaces

2015 International Symposium on Computer and Information Sciences, Londrina, Brazil, 11 - 12 November 2015

Use of Connectivity Analysis in Disesase Signature Extraction for Neurodegenerative Mental Disorders

2015 Emerging Concepts in Advanced Imaging of Neurodegenerative Diseases, İstanbul, Turkey, 18 - 20 October 2015

Real Time FPGA Implementation of Super Resolution for Infrared Cameras

2015 International Conference on Electrical and Electronics - Techniques and Applications (EETA), Phuket, Thailand, 23 - 24 August 2015, pp.266-267 identifier

A Comparative Analysis of Functional Connectivity Data in Resting and Task-Related Conditions of the Brain for Disease Signature of OCD

36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Illinois, United States Of America, 26 - 30 August 2014, pp.978-981 identifier identifier identifier

Mixture of Poses for Human Behavior Understanding

2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP),, Hangzhou, China, 16 - 18 December 2013, pp.112-116 identifier identifier

Detection of Obsessive Compulsive Disorder Using Resting State Functional Connectivity Data

2013 IEEE 6TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2013), China, 16 - 18 December 2013, pp.132-136 identifier identifier

Analysis of Dimension Reduction by PCA and AdaBoost on Spelling Paradigm EEG Data

6th International Conference on Biomedical Engineering and Informatics (BMEI), Hangzhou, China, 16 - 18 December 2013, pp.192-196 identifier identifier

Automatic Water Canal Detection in Multispectral Satellite Images

2013 21st Signal Processing and Communications Applications Conference (SIU) Location: CYPRUS Date: APR 24-26, 2013, Cyprus (Kktc), 24 - 26 April 2013 identifier identifier

Investigation of the Effect of Face Regions on Local Shape Descriptor Based 3D Face Recognition

2013 IEEE 21st Signal Processing and Communications Applications Conference (SIU) Location: CYPRUS Date: APR 24-26, 2013, Cyprus (Kktc), 24 - 26 April 2013 identifier identifier

Fourier Based Feature Descriptors for Railroad Extraction from Aerial Images

2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), Munich, Germany, 22 July - 27 December 2012, pp.6013-6015 identifier identifier

Junction extraction on road masks by pruned skeletons

2012 SPIE IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XVIII, Edinburgh, Saint Helena, 24 - 26 September 2012, vol.8537 identifier identifier

Single camera multi-target tracking by fuzzy target-track association Bulanik hedef -i̇z eşleştirme ile tek kamera çoklu hedef takibi

18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Turkey, 22 - 24 April 2010, pp.53-56 identifier

Building Detection in satellite images by textural features and Adaboost

2010 IEEE Pattern Recognition and Remote Sensing (PPRS), 22 - 24 August 2010, pp.1-4 identifier

Segmentation of high resolution satellite imagery based on mean shift algorithm and morphological operations

Image and Signal Processing for Remote Sensing XV, Berlin, Germany, 31 August - 03 September 2009, vol.7477 identifier

Surface Reconstruction from Multiple Images Filtering Non Lambert Regions

2009 6TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, Kahire, Egypt, 7 November - 10 September 2009, pp.533-536 identifier identifier

Airport runway detection in satellite images by Adaboost Learning

Image and Signal Processing for Remote Sensing XV, Berlin, Germany, 31 August - 03 September 2009, vol.7477 identifier

Classification in Frequency Domain of EEG Signals of Motor Imagery for Brain Computer Interfaces

2009 IEEE 14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.37-40 identifier identifier

Iterative Photometric Stereo with Shadow and Specular Region Detection for 3D Reconstruction

2009 IEEE 17TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, 9 - 11 April 2009 identifier identifier

3D Data Processing for Enhancement of Face Scanner Data

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 9 - 11 April 2009, pp.690-693 identifier identifier

3D Face Reconstruction Using Stereo Images and Structured Light

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Turkey, 20 - 22 April 2008, pp.878-881 identifier identifier

Effects of 3D Registration on Subspace Based Face Recognition Methods

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Turkey, 20 - 22 April 2008, pp.882-885 identifier identifier

Scale invariant representation of 2.5D data

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.438-441 identifier identifier

A physically-based facial skin model to simulate facial expressions on digitally scanned 3D models

22nd International Symposium on Computer and Information Sciences, Ankara, Turkey, 7 - 09 November 2007, pp.152-156 identifier identifier

Design of state estimators for the inferential control of an industrial distillation column

2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, Vancouver, Canada, 16 - 21 July 2006, pp.1112-1115 identifier identifier

3D face modeling using multiple images

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.405-406 identifier identifier

3D cognitive map construction by active stereo vision in a virtual world

2004 19th International Symposium on Computer and Information Sciences (ISCIS 2004), Turkey, 27 - 29 October 2004, pp.400-409 identifier

Simulation of Turkish lip motion and facial expressions in a 3D environment and synchronization with a Turkish speech engine

IEEE 12th Signal Processing and Communications Applications Conference, Kusadasi, Turkey, 28 - 30 April 2004, pp.276-279 identifier identifier

Probabilistic phase based sparse stereo

17th International Conference on Pattern Recognition (ICPR), Cambridge, Canada, 23 - 26 August 2004, pp.84-87 identifier identifier

A Probabilistic approach to sparse multi scale phase based stereo

IEEE 12th Signal Processing and Communications Applications Conference, Kusadasi, Turkey, 28 - 30 April 2004, pp.249-252 identifier identifier

Sleep spindles detection using autoregressive modeling

2003 International Conference on Artificial Neural Networks (ICANN 2003), Turkey, 26 - 29 June 2003

Object recognition and cognitive map formation using active stereo vision in a virtual world

IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003, Louisiana, United States Of America, 12 - 16 May 2003, pp.52-61 identifier

Sleep spindles detecton using short time fourier transform and neural networks

International Joint Conference on Neural Networks (IJCNN 02), Hawaii, United States Of America, 12 - 17 May 2002, pp.1631-1636 identifier

Sleep spindles detection using short time Fourier transform and neural networks

2002 International Joint Conference on Neural Networks (IJCNN '02), Honolulu, HI, United States Of America, 12 - 17 May 2002, vol.2, pp.1631-1636 identifier

Conflict resolution by negotiation

15th World Congress of the International Federation of Automatic Control, 2002, Barcelona, Spain, 21 - 26 July 2002, vol.15, pp.471-476 identifier

Multi-agent system based fuzzy controller design with genetic tuning for a service mobile manipulator robot in the hand-over task

15th World Congress of the International Federation of Automatic Control, 2002, Barcelona, Spain, 21 - 26 July 2002, vol.15, pp.503-508 identifier

Disparity using feature points in multi scale

Joint IAPR 9th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2002 and 4th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2002, Windsor, Canada, 6 - 09 August 2002, vol.2396, pp.320-328 identifier

An automated differential blood count system

23rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, İstanbul, Turkey, 25 - 28 October 2001, vol.23, pp.2583-2586 identifier identifier

Feature extraction and classification of blood cells for an automated differential blood count system

International Joint Conference on Neural Networks (IJCNN 01), Washington, Kiribati, 15 - 19 July 2001, pp.2461-2466 identifier identifier

Automated contour detection in blood cell images by an efficient snake algorithm

Proceedings of the 3th World Congress of Nonlinear Analysts (WCNA 2000), Catania, Italy, 19 - 26 July 2000, vol.47, pp.5839-5847 identifier identifier

The effect of orientation map accuracy on fingerprint classification using PCA-MSOM

4th International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, Brighton, United Kingdom, 30 - 31 August 2000, pp.527-530 identifier

Pattern recognition in bistable networks

1999 SPIE APPLICATIONS AND SCIENCE OF COMPUTATIONAL INTELLIGENCE II, Orlando, United States Of America, 5 - 08 April 1999, vol.3722, pp.457-463 identifier

Reward, punishment and internal expectation for training the random neural network with reinforcement

13th International Symposium on Computer and Information Sciences (ISCIS 98), BELEK ANTALYA, Turkey, 26 - 28 October 1998, vol.53, pp.162-169 identifier

A linear approximation for training Recurrent Random Neural Networks

13th International Symposium on Computer and Information Sciences (ISCIS 98), BELEK ANTALYA, Turkey, 26 - 28 October 1998, vol.53, pp.149-156 identifier

An automated blood cell analysis and classification system

13th International Symposium on Computer and Information Sciences (ISCIS 98), BELEK ANTALYA, Turkey, 26 - 28 October 1998, vol.53, pp.222-227 identifier

Design and implementation of a distributed workflow management system: METUFlow

NATO Advanced Study Institute on Workflow ManagementSystems (WFMS), İstanbul, Turkey, 12 - 21 August 1997, vol.164, pp.61-91 identifier

Hardware implementations of neural networks and the Random Neural Network Chip (RNNC)

13th International Symposium on Computer and Information Sciences (ISCIS 98), BELEK ANTALYA, Turkey, 26 - 28 October 1998, vol.53, pp.157-161 identifier

A digital neuron realization for the random neural network model

1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, Houston, United States Of America, 9 - 12 June 1997, pp.690-693 identifier

Nonlinear model predictive controller using neural network

1997 IEEE International Conference on Neural Networks (ICNN 97), Texas, United States Of America, 9 - 12 June 1997, pp.690-693 identifier identifier

Serializability of nested transactions in multidatabases

6th International Conference on Database Theory, ICDT 1997, Delphi, Greece, 8 - 10 January 1997, vol.1186, pp.321-335 identifier

A multidatabase system implementation on CORBA

6th International Workshop on Research Issues in Data Engineering - Interoperability of Nontraditional Database Systems, Louisiana, United States Of America, 26 - 27 February 1996, pp.2-11 identifier

METU Interoperable Database system

Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, Montreal, Canada, 4 - 06 June 1996, vol.25, pp.552 identifier

Multidatabase system implementation on CORBA

Proceedings of the 1996 6th International Workshop on Research Issues in Data Engineering, RIDE, New Orleans, LA, USA, 26 - 27 February 1996, pp.2-11 identifier

DOCUMENT MANAGEMENT IN HALDOC

7th Mediterranean Electrotechnical Conference (MeleCON 94), Antalya, Turkey, 12 - 14 April 1994, pp.379-382 identifier identifier

SOLVING SOMA PUZZLES BY BOLTZMANN MACHINE

World Congress on Neural Networks (WCNN 93, Portland), Oregon, United States Of America, 11 - 15 July 1993, pp.316-319 identifier

SOLVING THE SERIALIZABILITY PROBLEM BY A CONNECTIONIST MACHINE

1993 IEEE INTERNATIONAL CONF ON NEURAL NETWORKS / 2ND INTERNATIONAL CONF ON FUZZY SYSTEMS, San-Francisco, Costa Rica, 28 March - 01 April 1993, pp.87-92 identifier identifier

Concurrency control for distributed multiversion databases through time intervals

19th Annual Conference on Computer Science, CSC 1991, Texas, United States Of America, 4 - 07 March 1991, pp.365-374 identifier

A graph based method for database concurrency control

19th Annual Conference on Computer Science, CSC 1991, Texas, United States Of America, 4 - 07 March 1991, pp.652 identifier

Concurrency control in distributed databases through dummy locks

Proceedings of the 5th Jerusalem Conference on Information Technology, Jerusalem, Isr, 22 - 25 October 1990, pp.576-585 identifier

Books & Book Chapters

Introduction Fingerprint Recognition

in: Intelligent Biyometric Techniques in Fingerprint and Face Recognition, Jain LC, Halici U, Hayashi I, Lee SB, Tsutsui T, Editor, CRC Press, pp.1-34, 1999

Episodes in the Encyclopedia