Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Hyperspectral Image Classification Based on Multilayer Perceptron Trained with Eigenvalue Decay

CANADIAN JOURNAL OF REMOTE SENSING, vol.46, no.3, pp.253-271, 2020 (Journal Indexed in SCI) identifier identifier

A phoneme-based approach for eliminating out-of-vocabulary problem of Turkish speech recognition using Hidden Markov Model

COMPUTER SYSTEMS SCIENCE AND ENGINEERING, vol.33, no.6, pp.429-445, 2018 (Journal Indexed in SCI) identifier

Visual Servoing Application for Inverse Kinematics of Robotic Arm Using Artificial Neural Networks

STUDIES IN INFORMATICS AND CONTROL, vol.27, pp.183-190, 2018 (Journal Indexed in SCI) identifier identifier

Smart indoor LED lighting design powered by hybrid renewable energy systems

ENERGY AND BUILDINGS, vol.148, pp.342-347, 2017 (Journal Indexed in SCI) identifier

Optimization of PID Controllers Using Ant Colony and Genetic Algorithms Introduction

OPTIMIZATION OF PID CONTROLLERS USING ANT COLONY AND GENETIC ALGORITHMS, vol.449, pp.1-3, 2013 (Journal Indexed in SCI) identifier

Design and comparative analysis of high power led with fluorescent lamp in laboratory lighting systems

ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH, vol.29, no.2, pp.1147-1158, 2012 (Journal Indexed in SCI) identifier

Modeling of dimmable High Power LED illumination distribution using ANFIS on the isolated area

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.9, pp.11843-11848, 2011 (Journal Indexed in SCI) identifier identifier

Soft computing technique for power control of Triga Mark-II reactor

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.9, pp.11201-11208, 2011 (Journal Indexed in SCI) identifier

Pneumatic motor speed control by trajectory tracking fuzzy logic controller

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, vol.35, no.1, pp.75-86, 2010 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Marmara Üniversitesi Teknik Bilimler Meslek Yüksekokulu Uzaktan Öğretim Sürecinin Değerlendirilmesi

Bilim, Eğitim, Sanat ve Teknoloji Dergisi, vol.2, pp.73-80, 2018 (Other Refereed National Journals)

Development of a Remote Laboratory Infrastructure and LMS for Mechatronics Distance Education

Eurasia Journal Of Mathematics Science And Technology Education, vol.14, pp.2493-2508, 2018 (Refereed Journals of Other Institutions) Creative Commons License identifier

Credit Repayment Analysis Using Support Vector Machine And Principal ComponentAnalysis

IJSES - International Journal Of Social And Economic Sciences, vol.7, pp.22-25, 2017 (Other Refereed National Journals)

Prediction of nickel based super alloy surface roughness in CNC end milling operation using connectionist models

Scientific Research And Essays, vol.6, pp.5976-5985, 2011 (Refereed Journals of Other Institutions) identifier

Determination of illuminance level using ANN model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 4692 LNAI, n PART 1, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007, vol.4692, pp.773-780, 2007 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Solving Container Loading Problem with Differential Evolution Algorithm

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), İstanbul, Turkey, 15 October 2020, pp.1-4 identifier

Heuristic Algorithms Testbed for Flying Ad-Hoc Network Systems

2020 Innovations in Intelligent Systems and Applications Conference (ASYU), İstanbul, Turkey, 15 - 17 October 2020, pp.1-4

Yapay sinir ağları tekniği ile kredi risk analizi

INTERNATIONAL EURASIAN CONFERENCE ONSCIENCE, ENGINEERING AND TECHNOLOGY, Ankara, Turkey, 22 - 23 November 2018

Credit Repayment Analysis Using Support Vector Machine and Principal Component Analysıs

International Congress on Social and Economic Sciences, 15 - 19 November 2017

KREDİ GERİ ÖDEME DURUMUNUN LOJİSTİK REGRESYON TEKNİĞİ İLE ANALİZİ

International Engineering, Science and Education Conference, 1 - 03 December 2016

Technological Infrastructure of E Learning Education for Mechatronics Remote Laboratory

International Conference on Education in Mechatronics, Ostrava, Czech Republic, 13 - 14 November 2013

Conceptual Development of E Learning Education for Mechatronics Remote Laboratory

International Conference on Education in Mechatronics, Ostrava, Czech Republic, 13 - 14 November 2013

Technological Infrastructure of E Learninig Education for Mechatronics Remote Laboratory

International Conference on Education in Mechatronics, Ostrava, Czech Republic, 24 September 2013, pp.9-15

Variable Speed Approach for Congestion Alleviation on Bosphorus Bridge Crossing

19. Dresden Conference of Traffic and Transportation Sciences, 01 January 2012

A Trajectory Tracking FLC Tuned with PSO for Triga Mark-II Nuclear Research Reactor

15th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES), Kaiserslautern, Germany, 12 - 14 September 2011, vol.6881, pp.90-99 identifier identifier

Web Based Control Simulations Environment WBCSE for Control Education with MATLAB

International Educational Technology Conference (IETC 2010), 01 September 2010

Data Processing on Database Management Systems with Fuzzy Query

5th International Conference on Hybrid Artificial Intelligence Systems, San Sebastian, Spain, 23 - 25 June 2010, vol.6076, pp.170-171 identifier

Optimization of Fuzzy Membership Functions of TTFLC using PSO

2nd International Symposium on Computing in Science and Engineering, 23 - 25 June 2010 identifier identifier identifier

Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method

5th International Conference on Hybrid Artificial Intelligence Systems, San Sebastian, Spain, 23 - 25 June 2010, vol.6076, pp.112-113 identifier

Effects of lighting performance on cooling for power LED

11th European Lighting Conference, 9 - 11 September 2008

Modeling of High Power LED Illumination Distribution Using ANN

6.th International Conference on Electrical and Electronics Engineering, 1 - 03 September 2009 identifier

Traffic demand prediction using ANN simulator

11th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks, Vietri sul Mare, Italy, 12 - 14 September 2007, vol.4692, pp.864-870 identifier

Determination of illuminance level using ANN model

11th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks, Vietri sul Mare, Italy, 12 - 14 September 2007, vol.4692, pp.773-775 identifier

ISAC Robot Kolunun Yörünge Takibi İçin PID Kontrolörün Genetik Algoritma ile Optimizasyonu

UMES'07 - Ulusal Teknik Eğitim, Mühendislik ve Eğitim Bilimleri Genç Araştırmacılar Sempozyumu, Kocaeli, Turkey, 20 June 2007, pp.404-407

Estimation of total harmonic distortion in short chorded induction motors using artificial neural network

6th WSEAS International Conference on Applications of Electrical Engineering, İstanbul, Turkey, 27 - 29 May 2007, pp.206-207 identifier

Uzaktan Eğitim Pilot Proje Organizasyonu

I.Uluslararası Mesleki ve Teknik Eğitim Teknolojileri Kongresi, İstanbul, Turkey, 5 - 07 September 2005

ISAC Robot Kolunun Yörünge Takibi için PID Kontrolörün Genetik Algoritma İle Optimizasyonu

Ulusal Teknik Eğitim ve Eğitim Bilimleri Genç Araştırmacılar Sempozyumu (UMES’07), Turkey, 1 - 03 June 2005

Otomotiv Sektörü için İdeal Tekniker Eğitimi

I. Uluslararası Mesleki ve Teknik Eğitim Teknolojileri Kongresi, Turkey, 1 - 03 June 2005

Origin Destination Trip Matrix Estimation by Using Artificial Neural Networks

ACE 2004 6th International congress on advances in civil engineering, İstanbul, Turkey, 4 - 06 October 2004

Lighting Issues in Aircraft and Maintenance Workplaces

Air Transport Research Society World Conference (ATRS 2004), 1 - 03 September 2004

Teknoloji Eğitiminde Yapay Zeka Tekniklerinin Yeri ve Önemi

IV. International Educational Technology Symposium, 1 - 03 September 2004

Lighting Issues in Aircraft Repair and Maintenance Workplaces

Air Transport Research Society World Conference, İstanbul, Turkey, 1 - 03 July 2004, pp.1-15

Fuzzy Signal Controller for Critical Intersections in Istanbul

19. Dresden Conference of Traffic and Transportation Sciences, 1 - 03 June 2003

Yapay Zekâ Tekniklerinin Trafik Kontrolünde Kullanılması Üzerinde Bir İnceleme

Uluslararası Trafik ve Yol Güvenliği Kongresi ve Fuarı, 1 - 03 June 2002

Books & Book Chapters

Fuzzy Logic Controller with Particle Swarm Optimisation Algorithm

in: Swarm Intelligence: From Concepts to Applications, Tan Ying, Editor, Institution of Electrical Engineers , Newport, pp.246-4500, 2018

FPGA Based Visual Robot Control

LAP Lambert Academic Publishing, 2017

Bulanık Genetik Proses Kontrolü

LAP Lambert Academic Publishing, 2016

Application of the Artificial Neural Networks on Visually Guided Robot

in: New Development in Artificial Neural Networks Research, Robert W. NELSON, Editor, NOVA Science Publishers Inc. , New-York, pp.91-108, 2011

Hourly Traffic Flow Predictions by Different ANN Models

in: Urban Transport and Hybrid Vehicles, Seref Soylu, Editor, Intechopen, Rijeka, pp.13-28, 2010

Other Publications