Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Consolidated or individual training: Which one is better for blood glucose prediction?

2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 25 August 2021 identifier

Cyber physical systems: From information society to super smart society Siber Fiziksel Sistemler: Bilgi Toplumundan Süper Akıllı Topluma Doğru

12th International Conference on Electrical and Electronics Engineering, ELECO 2020, Bursa, Turkey, 26 - 28 November 2020, pp.266-269 identifier

Tuning Cascade PID Controller for Valves Using optimization Methods

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), İstanbul, Turkey, 15 October 2020 identifier

Speaker Accent Recognition Using Machine Learning Algorithms

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), İstanbul, Turkey, 15 October 2020 identifier

Split Feature Model For Adversarial Condition

2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Novi-Sad, Serbia, 24 August 2020 identifier

Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet

2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Novi-Sad, Serbia, 24 August 2020 Creative Commons License Sustainable Development identifier

Society 5.0, Cyber-Physical Systems and Healthcare

4th Global Conference on Computing & Media Technology (GCMT2020), Kuala-Lumpur, Malaysia, 15 July 2020

Transfer Function Optimization for Band-Pass and Band-Stop Filters

2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, 31 October - 02 November 2019 identifier

Depo Yönetim Sistemi Probleminin Ateşböceği Algoritması ile Çözümü Storage Management System Problem and Firefly Algorithm Solution

2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, 31 October - 02 November 2019 identifier

Modelling of Non-Planar Microstrip Lines via Artificial Neural Networks

2019 Innovations in Intelligent Systems and Applications Conference (ASYU), Izmir, Turkey, 31 October - 02 November 2019 identifier

Capsule Network for Finger-Vein-based Biometric Identification

2019 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2019), 6 - 09 December 2019 identifier identifier

Single channel potentiostat for electroanalytical applications

7th International Conference on Nanomaterials and Advanced Energy Storage Systems (INESS-2019), 7 - 09 August 2019

Improving Turkish Telephone Speech Recognition with Data Augmentation and Out of Domain Data

2019 16th International Multi-Conference on Systems, Signals Devices (SSD), Istanbul, Turkey, 21 - 24 March 2019 identifier identifier

Düzlemsel olmayan mikroşerit iletim hatlarının yapay şinir ağı ile modellenmesi.

ASYU 2019 Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı. , İzmir, Turkey, 31 October - 02 November 2019, vol.1, pp.199-204

Intelligent methods on increasing the quality of higher education

International Conference on Innovation in Higher Education (IJIHE), Kyyiv, Ukraine, 16 - 19 May 2003, pp.1-4

Adversarial Nuclei Segmentation on HE Stained Histopathology Images

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Sofia, Bulgaria, 3 - 05 July 2019 identifier

Offline Signature Identification and Verification Using Capsule Network

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Sofia, Bulgaria, 3 - 05 July 2019 identifier

Painter Classification Over the Novel Art Painting Data Set via The Latest Deep Neural Networks

9th Annual International Conference of Information and Communication Technology ICICT 2019, 11 - 13 January 2019, vol.154, pp.369-376 identifier identifier

Modeling and Simulation of Turret Stabilization with Intelligent Algorithms

9th International Congress of Information and Communication Technology (ICICT -2019, 11 - 13 January 2019, vol.154, pp.377-382 identifier identifier

Comparative Analysis of Crypto Systems Using Biometric Key

9th Annual International Conference of Information and Communication Technology ICICT 2019, 11 - 13 January 2019, vol.154, pp.327-331 identifier identifier

Obtaining Brachistochrone Curve with Metaheuristic Algorithms

2018 Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018 identifier

Simplified Visual Cortex Model for Pattern Recognition

2018 Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018 identifier

The Effect of Convolutional Neural Network Parameters on Sign Language Recognition

2018 Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018 identifier

An Optimized Clustering Approach for Tumor Segmentation Using Local Difference of Intensity Level in MR Brain Images

2018 Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 identifier

Speaker Dependent Voice Controlled Robotic Arm

2018 Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 identifier

Motion-Controlled Virtual Reality Robotic Arm With Kinect

2018 Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 identifier

Recognition of sign language using capsule networks Kapsül Aglari ile Isaret Dili Tanima

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

Colregs based path planning and bearing only obstacle avoidance for autonomous unmanned surface vehicles

8th International Congress of Information and Communication Technology, ICICT 2018, Xiamen, China, 27 - 28 January 2018, vol.131, pp.633-640 identifier

Assessment of components and methods used to identify responses and regions of brain related with face recognition and perception

8th International Congress of Information and Communication Technology, ICICT 2018, Xiamen, China, 27 - 28 January 2018, vol.131, pp.38-41 identifier

Assessment of Optical Detection Methods for Compact Biosensors

Medical Technologies National Congress (TIPTEKNO’17), 12 - 14 October 2017 identifier

A multi-biometric recognition system based on deep features of face and gesture energy image

2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 3 - 05 July 2017 identifier identifier

Face recognition classifier based on dimension reduction in deep learning properties

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

Signature Recognition Application Based on DeepLearning

25th Signal Processing and Communications Applications Conference (SIU), 15 - 18 May 2017

DeRİN Öğrenme Tabanlı İmza Tanıma Uygulaması

25. Sinyal İşleme Uygulamaları, Antalya, Turkey, 15 May 2017, pp.1-4

Channel estimation by using ANN in DF based cooperative communication system

National Conference on Electrical, Electronics and Biomedical Engineering (ELECO 2016), Bursa, Turkey, 01 December 2016 - 03 December 2017, pp.590-593 Creative Commons License

Wrist vein recognition by ordinary camera using Phase-Based correspondence matching

2017 IASTED International Conference on Modelling, Identification and Control, MIC 2017, Innsbruck, Austria, 20 - 21 February 2017, vol.848, pp.89-93 Sustainable Development identifier

Neural network based wrist vein identification using ordinary camera

2016 International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Brasov, Romania, 2 - 05 August 2016 identifier

Implementation Aspects of Wigner-Hough Transform Based Detectors for LFMCW Signals

39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Austria, 27 - 29 June 2016, pp.441-444 identifier identifier

Improving Wigner Hough Transform for hardware implementation to intercept LFMCW signals

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

Çok Katmanlı Algılayıcı Ağının Eğitim Parametrelerinin Yapay Arı Kolonisi ve Genetik Algoritma ile Optimizasyonu

Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) Sempozyumu, İzmir, Turkey, 9 - 10 October 2014, pp.73-76

Learning Parameter Optimization of Multi-Layer Perceptron Using Artificial Bee Colony, Genetic Algorithm and Particle Swarm Optimization

IEEE 13th International Symposium on Applied Machine Intelligence and Informatics (SAMI), Herl'any, Slovakia, 22 - 24 January 2015, pp.329-332 identifier identifier

PSO Algoritması ile Çok Katmanlı Algılayıcı Ağ Mimarisinin Belirlenmesi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 9 - 10 October 2014

Technology Independent Automated Sizing Methodology Based on Artificial Neural Networks: An Application to CMOS OPAMP Design

2014 International Conference on Computational Science and Computational Intelligence, 10 - 13 March 2014 identifier identifier

A Neural Network Based Design Automation of a Second Generation Current Conveyor

2014 International Conference on Computational Science and Computational Intelligence, 10 - 13 March 2014 identifier identifier

Neural network based daily activity recognition without feature extraction Özellik çikarimi olmadan sinirsel aǧ tabanli günlük aktivite tespiti

2014 22nd Signal Processing and Communications Applications Conference, SIU 2014, Trabzon, Turkey, 23 - 25 April 2014, pp.567-570 Sustainable Development identifier identifier

Digital Chirp Rate Adaptation for Optimum FMCW Interception Using Wigner-Hough Transform

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.1179-1182 identifier identifier

Classification of Normal and Abnormal Lung Sounds Using Wavelet Coefficients

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.2138-2141 identifier identifier

Metaheuristics Based CMOS Two-Stage Comparator Optimization

World Congress on Engineering and Computer Science 2013, California, United States Of America, 23 October 2013, vol.2, pp.1-6

CMOS Differential Amplifier Area Optimization with Evolutionary Algorithms

The World Congress on Engineering and Computer Science (WCECS), San-Francisco, United States Of America, 23 - 25 October 2013, vol.2, pp.666-670

Digit recognition in a simplified visual cortex model

2013 IEEE INISTA, Albena, Bulgaria, 19 - 21 June 2013 identifier

Elliptic Gaussian filtering for Time Frequency signal analysis

2013 IEEE Radar Conference (RadarCon13), Ottawa, ON, Canada, 29 April - 03 May 2013 identifier

Neural network based footprint identification without feature extraction

IEEE 21. Sinyal İşleme ve Uygulamaları Kurultayı, Turkey, 24 - 26 April 2013

Özellik Çıkarımı Olmadan Sinirsel Ağ Tabanlı Günlük Aktivite Tespiti

IEEE 22. Sinyal İşleme ve Uygulamaları Kurultayı, Turkey, 23 - 25 April 2013

Design of intelligent fiber optic statistical mode sensors using novel features and artificial neural networks

2012 International Symposium on Innovations in Intelligent Systems and Applications, Trabzon, Turkey, 2 - 04 July 2012 identifier

Automatic Decryption of Images through Artificial Neural Networks

Trends in Innovative Computing, Kochi, India, 22 May 2012, pp.187-191

Low-pass Filter Approximation with Evolutionary Techniques

7th International Conference on Electrical and Electronics Engineering (ELECO’2011), Bursa, Turkey, 01 December 2011, pp.125-129

Low-pass filter approximation with evolutionary techniques

7th International Conference on Electrical and Electronics Engineering, ELECO 2011, Bursa, Turkey, 1 - 04 December 2011 identifier

High Performance 8 Bit Multiplexer Based Multiplier Design Using Mos Current Mode Logic

7th International Conference on Electrical and Electronics Engineering (ELECO’2011), Turkey, 1 - 04 December 2011

Evolutionary Algorithms Based RBF Neural Networks for Parkinson s Disease Diagnosis

7th International Conference on Electrical and Electronics Engineering (ELECO’2011), 1 - 04 December 2011

Design of Hetero core Smart Fiber Optic Macrobend Sensors

ELECO 2011 7th International Conference on Electrical and Electronics Engineering, Bursa, Turkey, 1 - 04 December 2011 identifier

Low pass Filter Approximation with Evolutionary Techniques

7th International Conference on Electrical and Electronics Engineering (ELECO’2011), Turkey, 1 - 04 December 2011 identifier

High performance 8-bit mux based multiplier design using MOS Current mode logic

7th International Conference on Electrical and Electronics Engineering, ELECO 2011, Bursa, Turkey, 1 - 04 December 2011 identifier

Swarm Intelligence Based Sizing Methodology for CMOS Operational Amplifier

CINTI 2011 12th IEEE International Symposium on Computational Intelligence and Informatics, Budapeşte, Hungary, 21 November 2011, pp.525-528 identifier

Parameter extraction of FMCW modulated radar signals using Wigner Hough transform

2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI), Budapest, Hungary, 21 - 22 November 2011 identifier

Parameter extraction of FMCW modulated radar signals using Wigner-Hough transform

2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI), 01 November 2011

Design of a hetero core smart fiber optic microbend sensor

2011 International Symposium on Innovations in Intelligent Systems and Applications, Istanbul, Turkey, 15 - 18 June 2011 identifier

Use of Artificial Neural Networks for improving fiber optic microbend sensor performance

2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18 - 23 July 2010 identifier

State Variable Filter Design Using Particle Swarm Optimization

2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD), Gammath, Tunisia, 04 October 2010, pp.1-6

Artificial Bee Colony Optimization Based CMOS Inverter Design Considering Propagation Delays

2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD), Gammarth, Tunisia, 05 October 2010, pp.1-4

Low voltage low power neuron circuit design based on subthreshold FGMOS transistors and XOR implementation

2010 XIth International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD), Gammarth, Tunisia, 4 - 06 October 2010 identifier

Component Value Selection for Analog Active Filter Using Particle Swarm Optimization

2nd International Conference on Computer and Automation Engineering (ICCAE), Singapore, Singapore, 26 - 28 February 2010, pp.25-28 identifier identifier

Thyroid and Breast Cancer Disease Diagnosis using Fuzzy Neural Networks

6th International Conference on Electrical and Electronics Engineering (ELECO’2009), 5 - 08 November 2009 Sustainable Development identifier

A New Hybrid Approach for Fuzzy Neural Networks

INISTA 2009 International Symposium on INnovations in Intelligent SysTems and Applications, 29 June - 01 July 2009

Hiperspektral Görüntülerin Bölütlenmesinde Bir Sınıf Destek Vektör Makinesi Tabanlı Kümeleme Geçerliliği

IEEE 17. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2009), Antalya, Turkey, 9 - 11 April 2009, pp.820-823

One class support vector machines based cluster validity in the segmentation of hyperspectral images

SIU 2009. IEEE 17th Signal Processing and Communications Applications Conference, 2009, Turkey, 9 - 11 April 2009

Genel Amaçlı Konik Kesit Fonksiyonlu Sinir Ağı TümdevresiÜzerinde Obje Tanıma

SIU 2008 2008 IEEE 16th Signal Processing, Communication and Applications Conference, Turkey, 20 - 22 April 2008

Optimization of integrated circuits using an artificial intelligence algorithm

PRIME - 4th Ph.D. Research in Microelectronics and Electronics Conference 2008, İstanbul, Turkey, 22 - 25 June 2008, pp.13-15 identifier identifier

Technology Independent Circuit Sizing for Fundamental Analog Circuits Using Artificial Neural Networks

Ph.D. Research in Microelectronics and Electronics, İstanbul, Turkey, 22 June 2008, pp.1-4

Akıllı Bir Mimik Tanıma Sistemi için Göz Durumlarının Bulunması

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 19 - 21 June 2008

Dudak Hareketlerinin Otomatik Sınıflanması

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 19 - 21 June 2008

Genel Amaçli Konik Kesit Fonksiyonlu Sinir Aği Tümdevresi Üzerinde Obje Tanima

IEEE 16. Sinyal İşleme ve Uygulamaları Sempozyumu (SİU2008), Aydın, Turkey, 20 April 2008, pp.1-5

Yapay Sinir Ağları Kullanılarak Bilineer Dönüşüm ile Sayısal Süzgeçlerin Tasarımı

IEEE 16. Sinyal İşleme ve Uygulamaları Sempozyumu, Turkey, 20 - 22 April 2008

Hiperspektral Görüntülerin Doğrusal Olmayan Yöntemlerle Boyutunun İndirgenmesi ve Bölütlenmesi

IEEE 16. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2008), Aydın, Turkey, 20 - 22 April 2008

Hiperspektral Görüntülerin Bulanık Yaklaşımlarla Bölütlenmesi

IEEE 16. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2008), Aydın, Turkey, 20 - 22 April 2008

CSFNN optimization of signature recognition problem for a special VLSI NN chip

3rd IEEE International Symposium on Control, Communications and Signal Processing (ISCCSP 2008), St Julians, Malta, 12 - 14 March 2008, pp.1082-1085 identifier identifier

Multiscale windowed denoising and segmentation of hyperspectral images

IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, İstanbul, Turkey, 14 - 16 July 2008, pp.33-34 identifier identifier

Effects of Data Reduction Methods on the Performance of Statistical Neural Networks in Medical Applications

International Conference on Electrical and Electronics Engineering (ELECO 2007), Bursa, Turkey, 5 - 09 December 2007, pp.136-139

Preserving Fine Details in Highly Corrupted Images by Reduction of Impulsive Noise Using Multilayer Perceptron Neural Networks

5th International Conference on Electrical and Electronics Engineering (ELECO’2007), 5 - 09 December 2007

VLSI Implementation of General Purposed Conic Section Function Neural Network

5th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 5 - 09 December 2007, vol.2, pp.80-84

Modeling and Simulation of a General Regression Neural Network using Hardware Description Language

Proceeding of International Symposium on Computer and Information Sciences (ISCIS 2007), 7 - 09 November 2007 identifier

Chebyshev Filtre Parametrelerinin Yapay Sinir Ağları Kullanılarak Hesaplanması

EMO 2007 Elektrik-Elektronik-Bilgisayar Mühendisliği 12. Ulusal Kongresi, Turkey, 22 - 25 September 2007

Obtaining decision boundaries of CSFNN neurons using current mode analog circuitry

ECCTD 2007. 18th European Conference on Circuit Theory and Design, 2007., 27 - 30 August 2007 identifier

Two Stage Comparator Design with Artificial Neural Networks

INISTA 2007 International Symposium on Innovations in Intelligent SysTems and Applications, İstanbul, Turkey, 20 - 23 June 2007

Diagnosis of Thyroid Diseases using Multilayer Perceptrons and Radial Basis Function Networks

Proc. of INISTA 2007 International Symposium on Innovations in Intelligent SysTems and Applications, 20 - 23 June 2007

Two Stage Comparator Design with Artificial Neural Networks June 20 23 2007

Proc. of INISTA 2007 International Symposium on Innovations in Intelligent SysTems and Applications, İstanbul, Turkey, 20 - 23 June 2007, pp.1-4

Emg İşaretlerini Modelleyerek Nöropati Hastalığı ile İlişkili Kas Gruplarının Sınıflandırılması

SİU 2007 15. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Turkey, 11 - 13 June 2007 identifier

CSFNN synapse and neuron design using current mode analog circuitry

11th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2007, and 17th Italian Workshop on Neural Networks, WIRN 2007, Vietri sul Mare, Italy, 12 - 14 September 2007, pp.17-25 identifier identifier

Recognition of patterns without feature extraction by GRNN

8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007, Warszawa, Poland, 11 - 14 April 2007, pp.161-168 identifier

GRNN and PNN on the Diagnosis of Gastric Cancer

Proceedings of TAINN 2006 The Fifteenth Turkish Symposium on Artificial Intelligence and Neural Networks, Turkey, 21 - 24 June 2006 Sustainable Development

Genelleştirilmiş Regresyon Sinir Ağının Genetik Algoritma ile Optimizasyonu

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 31 May - 02 June 2006

Genetik Algoritmalar ile Radyal Temelli Fonksiyon Ağlarının Optimiza

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 31 May - 02 June 2006

GRNN ile 3 boyutlu benzer nesnelerin tanınması

IEEE 14. Sinyal İşleme ve İletişim Uygulamaları Kurultay, Turkey, 17 - 19 April 2006 identifier

Konik Kesit Fonksiyonlu Sinir Ağları İle Görüntü Bölütleme

IEEE 13th Signal Processing and Communications Applications Conference, 2005. SIU, Turkey, 16 - 18 May 2005

A comparative study on computerised diagnostic performance of hepatitis disease using ANNs

International Conference on Intelligent Computing, ICIC 2006, Kunming, China, 16 - 19 August 2006, pp.1177-1182 Sustainable Development identifier

ROC analysis as a useful tool for performance evaluation of artificial neural networks

16th International Conference on Artificial Neural Networks, ICANN 2006, Athens, Greece, 10 - 14 September 2006, pp.923-931 identifier

Genetic optimizations for radial basis function and general regression neural networks

5th Mexican International Conference on Artificial Intelligence, MICAI 2006: Advances in Artificial Intelligence, Apizaco, Mexico, 13 - 17 November 2006, pp.348-356 identifier

Artificial Neural Design of the Microstrip Antennas

4th International Conference on Electrical and Electronics Engineering (ELECO’2005), 7 - 11 December 2005

Active learning for Probabilistic Neural Networks

First International Conference on Natural Computation, ICNC 2005, Changsha, China, 27 - 29 August 2005, vol.3610, pp.110-118 identifier

Gezgin robot tasarımı ve kendi kendine organize olan haritalar ile robotun engellerden uzaklaşması

EMO 2005 Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi, Turkey, 22 - 25 September 2005

Yapay sinir ağı kullanılarak MOSFET in W L oranının hesaplanması

EMO 2005 Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi, Turkey, 22 - 25 September 2005

Waveform Classification with Statistical Neural Networks

11st International Applied Electronics Conference (AE 2005), Pilsen, Czech Republic, 7 - 08 September 2005, pp.45-47

Ekokardiyogram verilerinin yapay sinir ağları ile değerlendirilmesi

BİYOMUT 2005 Biyomedikal Mühendisliği Ulusal Toplantısı, Turkey, 1 - 06 August 2005

Transistor Size Estimation Based on Propagation Delay in CMOS Digital Circuits Using Neural Networks

Proc. of INISTA 2005 International Symposium on Innovations in Intelligent SysTems and Applications, İstanbul, Turkey, 15 - 18 June 2005, pp.1-5

El İşaretlerinin Yapay Sinir Ağları ile Algılanması

IEEE 13. Sinyal İşleme ve İletişim Uygulamaları Kurultay, Turkey, 16 - 18 May 2005 identifier

Konik Kesit Fonksiyonlu Sinir Ağları İle Görüntü Bölütleme

IEEE 13. Sinyal İşleme ve İletişim Uygulamaları Kurultay, Kayseri, Turkey, 16 - 18 May 2005 identifier

Signature verification using conic section function neural network

20th International Symposium on Computer and Information Sciences, ISCIS 2005, İstanbul, Turkey, 26 - 28 October 2005, pp.524-532 identifier

Bipolar transistörlü Colpitts osilatörün yapay sinir ağları ile modellenmesi

ELECO 2004 Elektrik, Elektronik ve Bilgisayar Mühendisliği Sempozyumu, Turkey, 8 - 12 December 2004

Standard ve hibrid yapılar kullanarak imza tanıma

ELECO 2004 Elektrik, Elektronik ve Bilgisayar Mühendisliği Sempozyumu, Turkey, 8 - 12 December 2004

Aktif öğrenme ile konuşma müzik sınıflandırma

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu 2004 (ASYU INISTA 2004, İstanbul, Turkey, 23 - 25 June 2004

Köprü Tipi Doğrultucularda Çıkış Geriliminin Genelleştirilmiş Regresyon Ağları İle Belirlenmesi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu 2004 (ASYU INISTA 2004, İstanbul, Turkey, 23 - 25 June 2004, pp.1-5

AY Yapay Sinir Ağı ile Radyal Tabanlı Yapay Sinir Hücresi Sentezi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu 2004, Turkey, 23 - 25 June 2004

Otomatik haber metinleri sınıflandırma

SİU 2004, IEEE 12. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Turkey, 28 - 30 April 2004 identifier

İleri beslemeli ağlarla SPECT görüntülerinden kardiyak problemlerin teşhisi

IEEE 12. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Turkey, 28 - 30 April 2004 identifier

Yapay Sinir Ağları için Düşük Güçlü Dört Bölgeli CMOS Analog Çarpıcı

SİU 2004, IEEE 12. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Turkey, 28 - 30 April 2004 identifier

Automatic text categorization of news articles

Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.224-226

An artificial neural network approach to diagnosis of erythemato-squamous disease

NEU-CEE 2004 2nd International Symposium on Electrical and Computer Engineering, Lefkoşa, Cyprus (Kktc), 11 March 2004, pp.230-233

An introduction to Avci Yildirim Neural Networks

NEU-CEE 2004 2nd International Symposium on Electrical and Computer Engineering Proceedings, 11 - 13 March 2004

Generalized Regression Neural Networks For Underwater Target Classification

2nd International symposium on Electrical and Computer Engineering (NEU-CEE), Lefkoşa - Kuzey Kıbrıs Türk Cumhuriyeti, 11 - 13 March 2004, pp.223-225

Neural network based transistor modeling and aspect ratio estimation for Yital 1 5 micron process

Third International Conference on Electrical and Electronics Engineering (ELECO’2003), 3 - 07 December 2003

Floating gate MOS transistor based low voltage neuron design and XOR problem implementation

Third International Conference on Electrical and Electronics Engineering (ELECO’2003), 3 - 07 December 2003

İyonosfer Radar Yansımasının İstatistiksel Sinir Ağları İle Sınıflandırılması

EMO 10. Ulusal Kongresi, İstanbul, Turkey, 18 - 21 September 2003, pp.469-471

Standart Öklid mesafesi hesaplayan bir CMOS analog devrenin RBF ağlarına uyarlanması

Elektrik-Elektronik-Bilgisayar Mühendisliği 10. Ulusal Kongresi, Turkey, 18 - 21 September 2003

Eğiticili ve eğiticisiz nöral algoritmalar kullanarak göğüs kanseri teşhisi

Elektrik-Elektronik-Bilgisayar Mühendisliği 10. Ulusal Kongresi, Turkey, 18 - 21 September 2003 Sustainable Development

Geçiş transistor lojiği ile CMOS sayısal sinaptik çarpıcı sentezi

Elektrik-Elektronik-Bilgisayar Mühendisliği 10. Ulusal Kongresi, Turkey, 18 - 21 September 2003

İyonosfer radar yansımasının istatistiksel sinir ağları ile sınıflandırılması

Elektrik-Elektronik-Bilgisayar Mühendisliği 10. Ulusal Kongresi, Turkey, 18 - 21 September 2003

The effects of training algorithms in MLP network on image classification

Proceedings of the International Joint Conference on Neural Networks, 2003., Portland, OR, USA, 20 - 24 July 2003 identifier

The effects of training algorithms in MLP network on image classification

International Joint Conference on Neural Networks (IJCNN), New-York, United States Of America, 20 - 24 July 2003, pp.1-5

Artificial neural networks for diagnosis of hepatitis disease

International Joint Conference on Neural Networks (IJCNN), 20 - 24 July 2003 Sustainable Development identifier

A data selection method for Probabilistic Neural Networks

XII. TAINN Symposium Proceedings, Çanakkale, Turkey, 2 - 04 July 2003

Image segmentation using statistical neural networks

International Conference On Artificial Neural Networks / International Conference on Neural Information Processing (ICANN/ICONIP), İstanbul, Turkey, 26 - 29 June 2003, pp.1-5

Image segmentation using statistical neural networks

International Conference On Artificial Neural Networks / International Conference on Neural Information Processing (ICANN/ICONIP), İstanbul, Turkey, 26 - 29 June 2003, pp.1-5

Medical diagnosis on pima indian diabetes using General Regression Neural Networks

International Conference on Artificial Neural Networks / International Conference on Neural Information Processing (ICANN/ICONIP), 26 - 29 June 2003 Sustainable Development

DSP kırmıklarının geçiş transistörü lojiği tabanlı tasarımı

Sinyal İşleme ve Uygulamaları (SIU) Kurultayı, Turkey, 18 - 20 June 2003

İmge Bölütlemede Yapay Sinir Ağlarının Kullanımı

11. Sinyal İşleme ve Uygulamaları (SIU) Kurultayı, Turkey, 18 - 20 June 2003

İmge bölütlemede yapay sinir ağlarının kullanımı

11. Sinyal İşleme ve Uygulamaları (SIU) Kurultayı, İstanbul, Turkey, 18 - 20 June 2003, pp.1-4

Karaciğer bozukluklarının yapay sinir ağları ile teşhisi

X. Biyomedikal Müh. Ulusal Toplantısı (BİYOMUT 2003), Turkey, 29 - 30 May 2003

Yapay Sinir Ağları ile Hepatit Hastalığı Teşhisi

Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT), Turkey, 29 - 30 May 2003 Sustainable Development

A coding method for 123 decision diagram pass transistor logic circuit synthesis

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03., Bangkok, Thailand, 25 - 28 May 2003 identifier

123 karar diyagramı ile geçiş transistörlü CMOS devre sentezi ve 4 bit toplayıcı uygulaması

ELECO 2002 Elektrik, Elektronik ve Bilgisayar Mühendisliği Sempozyumu, Turkey, 18 - 22 December 2002

Diagnosis of thyroid disease using artificial neural network methods

Proc. of ICONIP'02 9th International Conference on Neural Information Processing, 18 - 22 November 2002 identifier identifier

Comparison of Generalized Regression Neural Network and MLP performances on hydrologic data forecasting

Proc. of ICONIP'02 9th International Conference on Neural Information Processing, 18 - 22 November 2002 identifier

Classification of Eschericia Coli Bacteria by Artificial Neural Networks

IEEE International Symposium on Intelligent Systems, 10 - 12 September 2002

Classification of escherichia coli bacteria by artificial neural networks

1st International IEEE Symposium on Intelligent Systems, Varna, Bulgaria, 10 - 12 September 2002, pp.13-16 identifier identifier

Hardware Implementation of a unified framework for connectionist models

Proc. of Limitations and Future Trends in Neural Computation, NATO ARW LFTNC 2001, 22 - 24 October 2001

Investigation of generalization ability of a hybrid neural network

Proc. of Limitations and Future Trends in Neural Computation, NATO ARW LFTNC 2001, 22 - 24 October 2001

An electronically implemented neural network for real life applications

Proc. of NATO ASI NIMIA 2001 on Neural Networks for Instrumentation, Measurement and Related Industrial Applications, 9 - 20 October 2001

Bir hibrid yapay sinir ağı kullanılarak fetus gelişiminin sınıflandırılması

BİYOMUT’2000 Biyomedikal Mühendisliği Ulusal Toplantısı, Turkey, 27 - 28 November 2000

Manhattan uzaklık fonksiyonu kullanan RBF tipi bir sinaptik devre tasarımı ve gerçekleştirilmesi

ELECO’ 2000 Elektrik, Elektronik ve Bilgisayar Mühendisliği Sempozyumu, Turkey, 8 - 12 November 2000

An educational purposed neural network simulator

Proc. of the Fifteenth International Symposium on Computer and Information Sciences (ISCIS XV), 11 - 13 October 2000

Sensitivity analysis for conic section function neural networks

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, 27 July 2000 identifier identifier

A unified framework for connectionist models and some applications

NATO-ASI, Summer School on Modulations of Neuronal Signaling: Implications for Visual Perception, 12 - 21 July 2000

Fonksiyon yaklaşımı için konik kesit fonksiyonlu yapay sinir ağının kullanılması

Proceedings of TAINN’2000 The 9th Turkish Symposium on Artificial Intelligence and Neural Networks, Turkey, 21 - 23 June 2000

Konik kesit fonksiyonlu yapay sinir ağı için duyarlık analizi

SİU’2000 IEEE Sinyal İşleme ve Uygulamaları Kurultayı, Turkey, 12 - 14 June 2000

Modelling of active microwave transistors using artificial neural networks

International Joint Conference on Neural Networks (IJCNN'99), Washington, Kiribati, 10 - 16 July 1999, vol.6, pp.3988-3991 identifier

Yapay sinir ağlarında kullanılan dört bölgeli CMOS analog çarpıcı

Elektrik-Elektronik-Bilgisayar Mühendisliği 8. Ulusal Kongresi, Turkey, 6 - 12 September 1999

Modelling of Active Microwave Transistor using ANN

International Joint Conference on Neurla Networks IJCNN'99, 10 - 16 July 1999

EMG signal classification using conic section function neural networks

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), Washington, DC, USA, 10 - 16 July 1999 identifier

An euclidean distance calculation circuit implemented in CMOS analog hardware

Proceedings of TAINN'99 The Eighth Turkish Symposium on Artificial Intelligence and Neural Networks, Turkey, 23 - 25 June 1999

Improved backpropagation training algorithm using conic section functions

Proceedings of International Conference on Neural Networks (ICNN'97), Houston, TX, USA, 9 - 12 June 1997 identifier

A unified framework for connectionist models

Proc. of NCPW4, Connectionist Representations: Theory and Practice, 9 - 11 April 1997

A conic section function network synapse and neuron implementation in VLSI hardware

Proceedings of International Conference on Neural Networks (ICNN'96), Washington, DC, USA, 3 - 06 June 1996 identifier

An RBF MLP hybrid neural network implemented in VLSI hardware

Conf. Proc. of NEURAP'95 Neural Networks and Their Applications, 20 - 22 March 1996

Conic section function network synapse and neuron implementation in VLSI hardware

Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4), Washington, Kiribati, 3 - 06 June 1996, vol.2, pp.974-979 identifier

Sayısal ses kayıt ve mikrodenetleyicili kontrol devresi

Elektrik Müh. 5. Ulusal Kongresi, Turkey, 13 - 18 September 1993

Books & Book Chapters

Privacy-Preserving Mechanisms with Explainability in Assistive AI Technologies

in: Advances in Assistive Technologies. Learning and Analytics in Intelligent Systems, Tsihrintzis G.A., Virvou M., Esposito A., Jain L.C., Editor, Springer, pp.287-309, 2022

AI for Cybersecurity: ML-Based Techniques for Intrusion Detection Systems

in: Advances in Machine Learning/Deep Learning-based Technologies. Learning and Analytics in Intelligent Systems, Tsihrintzis G.A., Virvou M., Jain L.C., Editor, Springer, pp.117-140, 2022

Changes in Human Resources Management with Artificial Intelligence

in: Handbook on Artificial Intelligence-Empowered Applied Software Engineering: VOL. 2: Smart Software Applications in Cyber-Physical Systems, , Editor, Springer, pp.89-102, 2022

Data sharing and privacy issues arising with COVID-19 data and applications

in: Data Science for COVID-19 Volume Two: Societal and Medical Perspectives, Utku Kose, Deepak Gupta, Victor Hugo Costa de Albuquerque, Ashish Khanna, Editor, Elsevier-Academic Press, pp.61-75, 2022 Sustainable Development

Limitations and Challenges on the Diagnosis of COVID-19 Using Radiology Images and Deep Learning

in: Data Science for COVID-19 Volume One: Computational Perspectives, Utku Kose, Deepak Gupta, Victor Hugo C. de Albuquerque, Ashish Khanna, Editor, Elsevier, pp.91-115, 2021 Sustainable Development

CSFNN Synapse and Neuron Design using Current Mode Analog Circuitry

in: Lecture Notes in Computer Science, Bruno Apolloni,Robert J. Howlett,Lakhmi Jain, Editor, Springer, London/Berlin , Zürich, pp.17-25, 2007

Genetic Optimizations for Radial Basis Function and General Regression Neural Networks

in: Lecture Notes in Computer Science, Gelbukh A.,Reyes-Garcia C.A., Editor, Springer, London/Berlin , Berlin, pp.348-356, 2006

A unified framework for connectionist models

in: In Perspectives in Neural Computing Connectionist Representations, J. A. Bullinaria,D. W. Glasspool and G. Houghton, Editor, Springer, London/Berlin , London, pp.26-39, 1997

Episodes in the Encyclopedia

Türkiye Bilişim Ansiklopedisi

Papatya Yayıncılık, pp.924-925, 2006

Metrics

Publication

308

Citation (WoS)

945

H-Index (WoS)

18

Citation (Scopus)

1912

H-Index (Scopus)

24

Project

23

Thesis Advisory

60

Open Access

14
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