PROFESSIONAL EXPERIENCE
Faculty Member - Prof.Dr.	2020 – ....	Computer Engineering Department
Faculty Member - Assoc.Prof.Dr.	2014 – 2020	Computer Engineering Department
Faculty Member - Assist.Prof.Dr.	2005 – 2014	Computer Engineering Department
Research Assistant Dr. Research Assistant	2005 April - 2005 November 1999 – 2005	Computer Engineering Department Computer Engineering Department
EDUCATION
Ph.D.	2001 – 2005	Electrical and Electronic Engineering
Master	1998 – 2001	Computer Engineering Department
Undergraduate	1994 – 1998	Electrical and Electronic Engineering
ADMINISTRATIVE POSITIONS
Head of The Software Department	2019 – ...	Computer Engineering Department
Member of Engineering Faculty Executive Board	2018 – 2020	Computer Engineering Department
Member of Engineering Faculty Board	2017 – 2020	Computer Engineering Department
Director of Computer Science Research and Application Center	2016 – ...	Computer Engineering Department
Head of The Software Department	2015 – 2018	Computer Engineering Department
Assistant Department Head	2014 – ....	Computer Engineering Department
Head of The Software Department	2006 – 2007	Computer Engineering Department
MEMBERSHIPS
IEEE Senior Member
FUZZYSS IEEE Computational Intelligence, IEEE Industrial Electronics, IEEE System Man Cybernetics Society

Source: Google Scholar, February 2020

BİLİMSEL ÖDÜLLER

1. TÜBİTAK 2241 Özel Sektöre Yönelik Lisans Bitirme Tezleri Yarışması-Ürün Geliştirme Kategorisi, Birincilik Ödülü, Bitirme Tezi Danışmanı, Kayseri, 8-10 Ekim 2018.

RESEARCH PROJECTS

1. Hiperspektral Görüntü İşleme İle Tarım Alanları Analiz Sisteminin Geliştirilmesi, FÜBAP, MF.19.31, Yürütücü, 29.07.2019-29.05.2020.
2. Mühendislikte Araştırmaların Yerli ve Milli Üretime Dönüştürülmesi İçin TÜBİTAK Projesi Hazırlama ve Yürütme Eğitimi, TÜBİTAK 2237-B, Koordinatör-Eğitmen, Fırat Üniversitesi, Elazığ, 25-27 Mayıs, 2019.
3. Elektrikli Demiryolu Araçlarında Tek İnvertör ile Sürülen Çoklu Motorlar için Kestirimci Bakım Yöntemlerinin Geliştirilmesi, TÜBİTAK 1505, Araştırmacı, 2018-2020.
4. Mühendislik Alanında Çok Disiplinli Tübitak Projesi Hazırlama ve Yürütme Eğitimi, TÜBİTAK 2237-B, Koordinatör-Eğitmen, Fırat Üniversitesi, Elazığ, 06-08 Eylül, 2018.
5. Kullanıcı Yetkilendirme için EEG Sinyalleri Kullanarak Çok Aşamalı Biyometrik Tanıma Yönteminin Geliştirilmesi, FÜBAP, MF.18.024, Yürütücü, 15.05.2018-15.12.2018.
6. Programlanabilir Fotokapan Geliştirilmesi, FÜBAP, MF.18.036, Araştırmacı, 13.06.2018-13.01.2019.
7. Mühendislik Alanında Araştırma Projesi Hazırlama Eğitimi, TÜBİTAK 2237-B, Eğitmen-Danışman, Tübitak, Antalya, 22-24 Şubat 2018.
8. Araştırma Projelerinin Endüstriye Aktarımına Yönelik Tübitak Projesi Hazırlama ve Yürütme Eğitimi, TÜBİTAK 2237, Koordinatör-Eğitmen, Fırat Üniversitesi, Elazığ, 09-11 Kasım, 2017.
9. Vision Based Automatic Parking Violation Determination and Improvement of Parking Time Calculation System, FÜBAP, MF.16.49, Project Director, 2016-2017.
10. Development of Smart Virtual Dressing System for Store Products, FÜBAP, MF.16.48, Researcher, 2016-2017.
11. Development of Artificial Intelligence Algorithms for Image Processing Based Team Game Strategy with FPGA, TÜBİTAK 2209-A, Danışman, 01.01.2017-30.06.2017.
12. Development of Emulator for Unmanned Aerial Vehicles, TÜBİTAK 2209-A, Advisor, 01.01.2017-30.06.2017.
13. Social Media Based Proposal System for Creating Presentation Contents, TÜBİTAK 2209-A, Advisor, 01.01.2017-31.08.2017.
14. Belirsizlik İçeren Siber Fiziksel Sistemlerde Durum İzleme İçin Durgun Olmayan Bulanık Mantık Tabanlı Görüntü Mozaikleme Yaklaşımı, FÜBAP, MF.17.09, Yürütücü, 10.02.2017-31.10.2017.
15. Demiryolu Raylarında Makas Geçişlerinin Görüntü İşleme Tabanlı Temassız İzleme Yöntemiyle Tespit Edilmesi, FÜBAP, MF.17.10, Araştırmacı, 10.02.2017-01.11.2017.
16. Gebe Takip Bilgi Sistemi, TÜBİTAK 1512, No: 2150160, Danışman, 2016-2017.
17. Konuşma Engelliler İçin Akıllı Zihin Okuma Asistanı, Teknogirişim Programı, 0729-TGSD-2015, Danışman, 2015-2016.
18. Tübitak Research Project Preparation and Execution Training for Engineering and Technological Sciences, TÜBİTAK 2237, Trainer, Fırat Üniversitesi, Elazığ, 13-15 Ekim 2016.
19. Camera Design for Vision Based Inspection and Development of Recognition Systems, SANTEZ, 0743.STZ.2014, Project Director, 2015-2017.
20. A Novel Method Based on Computer Vision for Detection of Rail Faults in High Speed Trains, TUBITAK 1001 Programme, EEEAG-114E202, Researcher, 2014-2016.
21. Firat University Research and Development Strategy Document (Electrical Machines), TÜBİTAK 1000, 115R126, Researcher, 2015-2016.
22. Asansör Rayları ve Bileşenleri İçin Gerçek Zamanlı İzleme, Arıza Teşhisi ve Kalite Kontrol Sistemi, Teknogirişim Programı, 0684-TGSD-2015, Danışman, 2015-2016.
23. Konuşma Engelliler İçin Akıllı Zihin Okuma Asistanı, Teknogirişim Programı, 0729-TGSD-2015, Danışman, 2015-2016.
24. Research Project Preparation Training in Engineering, TUBITAK 2237, Trainer, Ankara, October 2015.
25. Implementation of Quality Control System with Multiple Cameras for Machine Vision Applications, FUBAP, MF.15.26, Project Director, 2015-2016.
26. Real Time Parallel Computing for Image Processing Application, FUBAP, MF.15.18, Researcher, 2015-2016.
27. Development of Electrical Motor Drives with Embedded Condition Monitoring and Fault Diagnosis, SANTEZ, 0692.STZ.2014, 2015-2017.
28. Research Project Preparation and Execution Training in Engineering and Technological Sciences for Tübitak Programmes, TUBITAK 2237, Trainer, Firat University, Elazig, November 2014.
29. Development of Biomechanical Analysis Based Human Motion Recognition Algorithms, FUBAP, MF.13.11, Project Director, 2013-2014.
30. A New Method Based on Image Processing for Reconfiguration in Photovoltaic Arrays, TUBITAK 1001 Programme, EEEAG-112E214, Project Director, 2013-2014.
31. Development of Contactless Real Time Fault Diagnosis Algorithms for Pantograph-Catenary System, TUBITAK 1001 Programme, EEEAG-112E067, Researcher, 2012-2014.
32. Elazig City Innovation Platform, TUBITAK, 112R006, Researcher, 2012-2016.
33. Çoklu Motorlara Sahip İşletmelerde Duyarga Ağ Tabanlı Arıza Teşhis Sisteminin Geliştirilmesi, Teknogirişim Programı, Danışman, 1 Haziran 2012-31 Mayıs 2013.
34. Development of a PV Array Emulator Based on FPGA, TUBITAK 1001 Programme, EEEAG-109E163, Researcher, 2010-2012.
35. Development of Real Time Intelligent Techniques for Fault Diagnosis in Induction Motors, TUBITAK 1001 Programme, EEEAG-109E105, Researcher, 2009-2011.
36. Application and Using of Hardware in the Loop Techniques in Reliability System Development, TUBITAK 1002 Programme, EEEAG-107E083, Researcher, 2007-2008.

INTERNATIONAL JOURNAL PUBLICATIONS

1. M. Karaköse, O. Yaman, Complex Fuzzy System Based Predictive Maintenance Approach in Railways, IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2020.2973231, 2020.
2. I. Aydın, M. Karaköse, E. Akın, A New Method for Time Series Classification Using Multi-Dimensional Phase Space and A Statistical Control Chart, Neural Computing and Applications, 2019. https://doi.org/10.1007/s00521-019-04270-1
3. Y. Santur, S.G. Santur, M. Karaköse, Architecture and implementation of a smart-pregnancy monitoring system using web-based application, Wiley Expert Systems, 2019. https://doi.org/10.1111/exsy.12379.
4. G. Karaduman, M. Karaköse, I. Aydın, E. Akın, Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting,An International Journal of Intelligent Automation and Soft Computing, 2019.
5. M. Karaköse, An Improved Nonstationary Fuzzy System Approach versus Type-2 Fuzzy System for the Lifting Motion Control with Human-in-the-Loop Simulation, International Journal of Computational Intelligence Systems, vol. 11-1, pp. 183-194, 2018.
6. M. Karaköse, H. Yetis, E. Akın, Sine-Square Embedded Fuzzy Sets Versus Type-2 Fuzzy Sets, Advanced Engineering Informatics, vol. 36, pp. 43-54, 2018.
7. M. Karaköse, O. Yaman, K. Murat, E. Akın, A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway, International Journal of Computational Intelligence Systems, Special Issue, vol. 11, pp. 830-845, 2018.
8. M. Karaköse, H. Yetis, S. Makinist, Image Processing-Based Center Calculation Method for General and Interval Type-2 Fuzzy Systems, International Journal of Fuzzy Systems, Vol. 20, Issue 5, pp 1699–1712, June 2018.
9. Y. Santur, M. Karaköse, E. Akın, An adaptive fault diagnosis approach using pipeline implementation for railway inspection, Turkish Journal of Electrical Engineering and Computer Sciences, vol. 26-2, pp. 987-998, 2018. DOI: 10.3906/elk-1704-214.
10. I. Aydın, M. Karaköse, E. Karaköse, E. Akın, A New Fault Diagnosis Approach for Induction Motor Using Negative Selection Algorithm and Its Real-Time Implementation on FPGA, Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 689-701, 2018. DOI:10.3233/JIFS-161964.
11. M. Karaköse, M. Baygin, K.S. Parlak, N. Baygin, E. Akın, Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays, Journal of Information Science and Engineering, vol. 34-5, pp. 1307-1328, 2018.
12. M. Karaköse, H. Yetis, A Cyberphysical System Based Mass-Customization Approach with Integration of Industry 4.0 and Smart City, Wireless Communications and Mobile Computing, Volume 2017, Article ID 1058081, 9 pages, 2017.
13. E. Karaköse, M.T. Gencoglu, M. Karaköse, İ. Aydın, E. Akın, A New Experimental Approach Using Image Processing Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems, IEEE Transactions on Industrial Informatics, vol. 13, No. 2, pp. 635-643, April 2017.
14. H. Yetis, M. Karaköse, Nonstationary Fuzzy Systems for Modelling and Control in Cyber Physical Systems under Uncertainty, International Journal of Intelligent Systems and Applications in Engineering (IJISAE), vol. Special issue, pp. 26-30, 2017.
15. Y. Santur, E. Karakose, M. Karaköse, E. Akın, An Artifical Management Platform Based on Deep Learning Using Cloud Computing for Smart Cities, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. Special issue, pp. 24-28, 2017.
16. O. Yaman, M. Karaköse, E. Akin, A Fault Diagnosis Approach for Rail Surface Anomalies Using FPGA in Railways, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. Special issue, pp. 42-46, 2017.
17. C. Tastimur, M. Karaköse, E. Akin, Image Processing Based Level Crossing Detection and Foreign Objects Recognition Approach in Railways, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. Special issue, pp. 19-23, 2017.
18. M. Karaköse, O. Yaman, M. Baygin, K. Murat, E. Akin, A New Computer Vision Based Method for Rail Track Detection and Fault Diagnosis in Railways, International Journal of Mechanical Engineering and Robotics Research, Vol. 6-1, pp. 22-27, 2017.
19. H. Yetis, M. Baygin, M. Karaköse, A New Micro Genetic Algorithm Based Image Stitching Approach for Camera Arrays at Production Lines, Journal of Image and Graphics, vol. 5-1, pp. 20-24, 2017.
20. M. Karaköse, M. Baygin, K. Murat, N. Baygin, E. Akın, Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays, International Journal of Computational Intelligence Systems, vol. 9-2, 202-212, 2016.
21. M. Karaköse, Sensor Based Intelligent Systems for Detection and Diagnosis, Journal of Sensors, Editorial, vol 2016, Article ID 5269174, 1 pages, 2016. doi:10.1155/2016/5269174.
22. M. Karaköse, O. Yaman, E. Akin, Real time implementation for fault diagnosis and condition monitoring approach using image processing in railway switches, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 307-313, 2016.
23. M. Karaköse, B. Akarsu, K.S. Parlak, A. Sarımaden, E. Akın, A Fast and Adaptive Road Defect Detection Approach Using Computer Vision with Real Time Implementation, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 290-295, 2016.
24. O. Yaman, M. Baygın, M. Karaköse, A New Approach Based on Image Processing for Detection of Wear of Guide-Rail Surface in Elevator Systems, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 296-300, 2016.
25. Y. Santur, M. Karaköse, E. Akın, "Learning Based Experimental Approach for Condition Monitoring Using Laser Cameras in Railway Tracks", International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 1-5, 2016.
26. H. Yetis, M. Karaköse, Adaptive Vision Based Condition Monitoring and Fault Detection Method for Multi Robots at Production Lines in Industrial Systems, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 271-276, 2016.
27. C. Tastimur, M. Karaköse, E. Akin, A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways, International Journal of Applied Mathematics, Electronics and Computers (IJAMEC), vol. 4, pp. 319-325, 2016.
28. M. Baygin, D. Orhan, O. Yaman, M. Karaköse, A New Real Time Control Approach For Time Efficiency In Group Elevator Control System, International Journal of Intelligent Systems and Applications in Engineering (IJISAE), vol. 4, issue 4(Special Issue), pp. 211-215, December, 2016.
29. C. Tastimur, H. Yetis, M. Karaköse, E. Akin, Rail Defect Detection and Classification with Real Time Image Processing Technique, International Journal of Computer Science and Software Engineering (IJCSSE), Vol. 5-12, pp. 291-296, Dec 2016.
30. O. Yaman, M. Karaköse, E. Akin, PSO Based Diagnosis Approach for Surface and Components Faults in Railways, International Journal of Computer Science and Software Engineering (IJCSSE), Vol. 5-5, pp. 89-96, May 2016.
31. E. Karaköse, M.T. Gencoglu, M. Karaköse, O. Yaman, İ. Aydın, E. Akın, A New Arc Detection Method Based on Fuzzy Logic Using S-Transform for Pantograph-Catenary Systems, Journal of Intelligent Manufacturing, doi: 10.1007/s10845-015-1136-3, 2015.
32. İ. Aydın, M. Karaköse, E. Akın, Anomaly detection using a modified kernel-based tracking in the pantograph–catenary system, Expert Systems with Applications, vol. 42, 938-948, 2015.
33. İ. Aydın, M. Karaköse, E. Akın, Combined Intelligent Methods Based On Wireless Sensor Networks For Condition Monitoring And Fault Diagnosis, Journal of Intelligent Manufacturing, vol 26, 717-729, 2015. doi:10.1007/s10845-013-0829-8.
34. İ. Aydın, M. Karaköse, E. Akın, An approach for automated fault diagnosis based on a fuzzy decision tree and boundary analysis of a reconstructed phase space, ISA Transactions, vol. 53, 220-229, 2014.
35. İ. Aydın, M. Karaköse, E. Akın, A New Contactless Fault Diagnosis Approach for Pantograph-Catenary System Using Pattern Recognition and Image Processing Methods, Advances in Electrical and Computer Engineering, vol. 14, issue: 3, 79-88, 2014.
36. Karaköse M., Reinforcement Learning Based Artificial Immune Classifier, The Scientific World Journal-Computer Science, vol. 2013, Article ID 581846, 2013.
37. Baygin M., Karaköse M., Immunity Based Optimal Estimation Approach for a New Real Time Group Elevator Dynamic Control Application for Energy and Time Saving, The Scientific World Journal-Computer Science, vol. 2013, Article ID 805343, 2013.
38. Karaköse M., Cigdem U., QPSO Based Adaptive DNA Computing Algorithm, The Scientific World Journal-Computer Science, vol. 2013, Article ID 160687, 2013.
39. Aydın İ., Karaköse M., Akın E., An Adaptive Artificial Immune System for Fault Classification, Journal of Intelligent Manufacturing, Vol. 23, pp. 1489–1499, 2012.
40. Aydın İ., Karaköse M., Akın E., A Multi-Objective Artificial Immune Algorithm For Parameter Optimization In Support Vector Machine, Applied Soft Computing, Cilt: 11, Sayı: 1, 120-129, 2011.
41. Aydın İ., Karaköse M., Akın E., A New Method For Early Fault Detection And Diagnosis Of Broken Rotor Bars, Energy Conversion And Management, Cilt: 52, Sayı: 4, 1790-1799, 2011.
42. Aydın İ., Karaköse M., Akın E., Artificial Immune Classifier With Swarm Learning, Engineering Applications Of Artificial Intelligence, Cilt: 23, Sayı: 8, 1291-1302, 2010.
43. Aydın İ., Karaköse M., Akın E., Chaotic-Based Hybrid Negative Selection Algorithm And Its Applications In Fault And Anomaly Detection, Expert Systems With Applications, Cilt: 37, 5285-5294, 2010.
44. Karaköse M., Akın E., Block Based Fuzzy Controllers, International Journal Of Research And Reviews In Applied Sciences, Vol. 3, No.1, pp. 100-110, 2010.
45. Soygüder S., Karaköse M., Alli H., Design and simulation of self-tuning PID-type fuzzy adaptive control for an expert HVAC system, Expert Systems with Applications, Volume 36, Issue 3, Part 1, Pages 4566-4573, April 2009.
46. Aydın İ., Karaköse M., Akın E., Negative Selection Based Fuzzy Fault Diagnosis Model, Journal of The Faculty of engineering And Architecture of Gazi University, Vol. 24-4, 745-753, 2009.
47. Akın E., Karaköse M., A New Fuzzy Rule Based Transition Algorithm Between Flux Models for Speed Sensorless Vector Controlled Induction Motor Drives at Low Speed Region, Electric Power Components and Systems, Vol. 33, No. 11, pp. 1269-1280, Nov, 2005.
48. Akın E., Kaya M., Karaköse M., A Robust Integrator Algorithm with Genetic Based Fuzzy Controller Feedback for Direct Vector Control, Elsevier, Computers and Electrical Engineering, 29, 379-394, March, 2003.
49. Akın E., Karaköse M., Can H., A New Fuzzy Controller Based on Integrator Algorithm for Stator Flux Estimation in Induction Motors, Electric Power Components & System, Vol. 30, No. 5, May, 2002.

NATIONAL JOURNAL PUBLICATIONS

1. M. Karaköse, H. Yetis, A.B. Gokbulut, İ. Aydın, Motor Nöron Yetilerini Kaybetmiş Bireylerin İletişimi için SSVEP Tabanlı Beyin Bilgisayar Arayüzü Geliştirilmesi, Dicle Üniversitesi Mühendislik Dergisi, Cilt 10, Sayı 1, s. 13-22, 2019. (TR DİZİN)
2. İ. Aydın, M.U. Salur, M. Karaköse, Gömülü Derin Öğrenme ile Tehdit İçeren Nesnelerin Gerçek Zamanda TespitiDicle Üniversitesi Mühendislik Dergisi, Cilt 10, Sayı 2, s. 497-509, 2019. (TR DİZİN)
3. O. Yaman, E. Karakose, İ. Aydın, M. Karaköse, E. Akın, Kırık Rotor Çubuğu Arızası için Bulanık Otomata Yöntemi Kullanılarak Gerçek Zamanlı Arıza, Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 2018. (TR DİZİN)
4. M. Karaköse, O. Yaman, İ. Aydın, E. Akın, Pantograf Katener Sistemlerde Görüntü Segmantasyon Tabanlı Adaptif Ark Tespiti, TBV Bilgisayar Bilimleri ve Mühendisliği Dergisi, Cilt 10, Sayı 2, s. 53-63, 2017.
5. M. Karaköse, H. Yetis, T. Muezzinoglu, Optimizasyon Tabanlı Adaptif Görüntü Mozaikleme Algoritması, Bilişim Teknolojileri Dergisi, Cilt 10, Sayı 4, s. 389-400, 2017.
6. O. Yaman, E. Karakose, İ. Aydın, M. Karaköse, E. Akın, Pantograf-Katener Sistemler için Bulanık Mantık Tabanlı Belirlenen Pantograf Modeli Kullanılarak Ark Tespiti Yaklaşımı, Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, Cilt 21, Sayı 4, s. 724-739, 2017.
7. O. Yaman, İ. Aydın, M. Karaköse, E. Akın, Demiryolu Hattında Oto-Korelasyon Tabanlı Makas Geçişi ve Ray Yüzeyi Durum İzleme Yöntemi, Fırat Üniversitesi Mühendislik Bilimleri Dergisi, Cilt: 29, Sayı: 2, Sayfa: 1, 2017.
8. M. Karaköse, M. Baygın, İ. Aydın, A. Sarımaden, E. Akın, Endüstriyel Sistemlerde Arkaplan Çıkarımı Tabanlı Hareketli Nesne Tespiti ve Sayılması için Yeni Bir Yaklaşım, Muş Alparslan Üniversitesi Fen Bilimleri Dergisi, Cilt 4, Sayı 2, s. 373-381, 2016.
9. T. Müezzinoglu, F. Colak, M. Karaköse, Görüntü Mozaikleme Algoritması İçin Deneysel Bir Çalışma, Fırat Üniversitesi Mühendislik Bilimleri Dergisi, Cilt: 26, Sayı: 1, Sayfa: 17-25, 2014.
10. Karaköse M., Makinist S., İnsan Kaldırma Hareketinin Analizi için Tip−2 Bulanık Sistem Yaklaşımı, TBV Bilgisayar Bilimleri ve Mühendisliği Dergisi (BBMD), Sayı 7, 11-21, Mayıs 2013.
11. Çiğdem U., Karaköse M., NP Problemler için DNA Hesaplama Algoritması, Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2012.
12. Aydın İ., Karaköse M., Akın E., Eş Zamanlı Arıza Teşhisi İçin FPGA Tabanlı Akıllı Durum İzleme Yönetmelerinin Geliştirilmesi, EMO Bilimsel Dergi, Cilt: 2, Sayı: 3, Sayfa:13-21, Haziran, 2012.
13. Aydın İ., Karaköse M., Akın E., Kırık Rotor Çubuğu ve Stator Arızalarının Teşhisinde Yapay Sinir Ağı Yaklaşımı, Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, Cilt 25, Sayı 1-2, Sayfa 134-149, 2009.
14. Aydın İ., Karaköse M., Akın E., Genetik Algoritma Kullanan Yapay Bağışık Sistem Tabanlı Arıza Teşhis Modeli, Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi, Cilt 11, Sayı 31, Sayfa 57-72, 2009.
15. Aydın İ., Karaköse M., Akın E., Zaman Serisi Veri Madenciliği ve Destek Vektör Makinalar Kullanan Yeni Bir Akıllı Arıza Sınıflandırma Yöntemi, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, Cilt 23, Sayı 2, Sayfa 431-440, 2008.

INTERNATIONAL CONFERENCE PUBLICATIONS

1. O. Yaman, M. Karakose, A New Approach for Intelligent Street Lights Using Wireless Sensor Networks and Computer Vision, 7th International Istanbul Smart Grid and Cities Congress and Fair (ICSG 2019), İstanbul, Turkey, 25-26 April, 2019.
2. G.T. Altundogan, M. Karakose, Image Processing and Deep Neural Image Classification Based Physical Feature Determiner for Traffic Stakeholders, 7th International Istanbul Smart Grid and Cities Congress and Fair (ICSG 2019), İstanbul, Turkey, 25-26 April, 2019.
3. İ. İlhan, M. Karakose, M. Yavaş, Design and Simulation of Intellegent Central Heating System for Smart Buildings in Smart City, 7th International Istanbul Smart Grid and Cities Congress and Fair (ICSG 2019), İstanbul, Turkey, 25-26 April, 2019.
4. H. Yetis, M. Karakose, Performance Comparision of Population-Based Quantum-Inspired Evolutionary Algorithms, 1st International Informatics and Software Engineering Conference (UBMYK 2019), Ankara, Turkey, 6-7 November 2019.
5. İ. İlhan, M. Karakose, Cybersecurity Framework for Requirements of Repair, Update, and Renovation in Industry 4.0, 1st International Informatics and Software Engineering Conference (UBMYK 2019), Ankara, Turkey, 6-7 November 2019.
6. F.S. Cebeloglu, M. Karakose, A Cyber Security Analysis Used for Unmanned Aerial Vehicles in the Smart City, 1st International Informatics and Software Engineering Conference (UBMYK 2019), Ankara, Turkey, 6-7 November 2019.
7. N. Baygin, M. Baygin, M. Karakose, Blockchain Technology: Applications, Benefits and Challenges, 1st International Informatics and Software Engineering Conference (UBMYK 2019), Ankara, Turkey, 6-7 November 2019.
8. C. Tastimur, M. Karakose, E. Akin, Vibration Signal Processing Based Bearing Defect Diagnosis with Transfer Learning, 1st International Informatics and Software Engineering Conference (UBMYK 2019), Ankara, Turkey, 6-7 November 2019.
9. H. Yetis, M. Karakose, İ. Aydın, E. Akın, Bearing Fault Diagnosis in Traction Motor Using the Features Extracted from Filtered Signals, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
10. G.T. Altundogan, M. Karakose, A New Deep Neural Network Based Dynamic Fuzzy Cognitive Map Weight Updating Approach, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
11. N. Baygin, M. Baygin, M. Karakose, A SVM-PSO Classifier for Robot Motion in Environment with Obstacles, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
12. G.T. Altundogan, M. Karakose, Multiple Object Tracking with Dynamic Fuzzy Cognitive Maps Using Deep Learning, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
13. İ. İlhan, M. Karakose, Requirement Analysis for Cybersecurity Solutions in Industry 4.0 Platforms, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
14. G. Karaduman, M. Karaköse, İ. Aydın, E. Akın, Detection of Pantograph Collector Strips Using Correlation Method, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
15. N.A. Othman, İ. Aydin, M. Karakose, An Efficient Embedded Security System for Reduce Car Accident to Biuld Safer World Based On IoT, International Conference on Artificial Intelligence and Data Processing (IDAP 2019), Malatya, Turkey, 21-22 September 2019.
16. H. Yetis, M. Karakose, Image Processing Based Anomaly Detection Approach For Synchronous Movements In Cyber-Physical Systems, 23rd International Scientific-Professional Information Technology Conference 2018 (IT 2018), Žabljak-Montenegro, 19-24 February 2018.
17. H. Yetis, M. Karakose, A Data-Driven Method for Decision Support Systems in Mass Production and Mass Customization, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
18. H. Yetis, M. Karakose, A New Smart Cargo Cabinet Application for Unmanned Delivery in Smart Cities, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
19. G.T. Altundogan, M. Karakose, Performance Analysis of EEG Signal Processing Based Device Control Applications, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
20. O. Yaman, M. Karakose, Complex Fuzzy Automata Based Fault Detection Approach Using Thermal Images in Railways, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
21. O. Yaman, E. Karakose, M. Karakose, PSO Based Traffic Optimization Approach for Railway Networks, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
22. İ. Aydın, M. Karaköse, E. Akın, A New Approach for Baggage Inspection by using Deep Convolutional Neural Networks, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
23. G. Karaduman, M. Karaköse, E. Akın, Condition Monitoring Platform in Railways Based on Iot, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
24. G. Karaduman, M. Karaköse, E. Akın, Determination of the Optimum Number of Cameras for Monitoring In Smart Cities, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
25. N. Baygin, M. Baygin, M. Karakose, PSO Based Path Planning Approach for Multi Service Robots in Dynamic Environments, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
26. C. Tastimur, M. Karakose, İ. Aydin, E. Akin, An Embedded Real-Time Object Detection and Measurement of its Size, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
27. N.A. Othman, M.U. Salur, M. Karakose, İ. Aydin, Defect Diagnosis of Rolling Element Bearing using Deep Learning, International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28-30 September 2018.
28. M. Karakose, H. Yetis, T. Muezzinoglu, An Investigation of Vision Based Navigation Methods for Unmanned Aerial Vehicles, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 483-488, Antalya, Turkey, 28 April-1 May 2018.
29. C. Tastimur, M. Karakose, E. Akin, Deep Learning Based Information Extraction Techniques From Time Series, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 489-494, Antalya, Turkey, 28 April-1 May 2018.
30. B. Akarsu, K. S. Parlak, A. Sarimaden, M. Karakose, An Improved Approach in Texture Feature Extraction Techniques for Vision Based Quality Control Applications, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 529-533, Antalya, Turkey, 28 April-1 May 2018.
31. G. Karaduman, M. Karakose, E. Akin, 3D Image Analysis for Extracting Pantograph Geometry in Railway Systems, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 565-569, Antalya, Turkey, 28 April-1 May 2018.
32. N. Baygin, M. Karakose, Comparative Study for Tracking and Navigation Approaches in Service Robots, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 659-663, Antalya, Turkey, 28 April-1 May 2018.
33. M. Baygin, M. Karakose, A. Sarimaden, E. Akin, Implementation of UDP Communication Protocol with Fpga for Industrial Cameras, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 664-668, Antalya, Turkey, 28 April-1 May 2018.
34. G. Karaduman, M. Karakose, Y. Santur, E. Akin, Image Processing Based Detection of Rail Faults Using Laser Technologies, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 690-694, Antalya, Turkey, 28 April-1 May 2018.
35. M. Karakose, O. Yaman, A Method Based on Thermal Image Processing for Rail Surface Monitoring in Railways, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 704-708, Antalya, Turkey, 28 April-1 May 2018.
36. O. Yaman, H. Yetis, K.H.K. Khoshnaw, M. Karakose, Human in The Loop Simulation Framework for Electrical Vehicle Systems, 7th International Conference on Advanced Technologies (ICAT 2018), pp. 732-735, Antalya, Turkey, 28 April-1 May 2018.
37. Y. Santur, M. Karakose, E. Akin, Incremental Learning Based Fault Diagnosis Approach in Rail Tracks, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 34, Antalya, Türkiye, 28 Apr-01 May, 2018.
38. Y. Santur, S.G. Santur, M. Karakose, Development of Virtual and Augmented Reality Framework for Pregnancy Health, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 35, Antalya, Türkiye, 28 Apr-01 May, 2018.
39. C. Tastimur, Y. Santur, S.G. Santur, M. Karakose, E. Akin, Internet of Things Based Waste Management Approach for Smart City, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 40, Antalya, Türkiye, 28 Apr-01 May, 2018.
40. E. Karakose, Y. Santur, S.G. Santur, M. Karakose, I. Aydin, E. Akin, Analysis and Remote Sensing System for Vehicle Emissions in Smart Cities, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 41, Antalya, Türkiye, 28 Apr-01 May, 2018.
41. N. Baygin, M. Baygin, M. Karakose, Analysis of Big Data Obtained in Service Robots, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 62, Antalya, Türkiye, 28 Apr-01 May, 2018.
42. M. Baygin, M. Karakose, Deep Learning Based Approaches for Machine Vision Inspection Applications, 7th International Conference on Advanced Technology & Sciences (ICAT’18), ABSTRACT, pp. 63, Antalya, Türkiye, 28 Apr-01 May, 2018.
43. I. Aydin, M. Karakose, E. Karakose, A Navigation and Reservation Based Smart Parking Platform Using Multi-Objective Optimization for Smart Cities, The Fifth International Istanbul Smart Grid and Cities Congress and Fair (ICSG 2017), İstanbul, Turkey, 19-21 April, 2017.
44. G. Karaduman, M. Karakose, E. Akin, Deep Learning Based Arc Detection in Pantograph-Catenary Systems, 10th International Conference on Electrical and Electronics Engineering (ELECO 2017), p. 904-908, Bursa, Turkey, November 30-December 2, 2017.
45. O. Yaman, M. Karakose, E. Akin, A Vision Based Diagnosis Approach for Multi Rail Surface Faults Using Fuzzy Classificiation in Railways, 2nd International Conference on Computer Science and Engineering (UBMK’17), Antalya, Turkey, 05-08 October 2017.
46. Y. Santur, S.G. Santur, M. Karakose, Smart Pregnancy Tracker System Using Social Knowledge Networks for Parents, 2nd International Conference on Computer Science and Engineering (UBMK’17), Antalya, Turkey, 05-08 October 2017.
47. Z. Ozcelik, C. Tastimur, M. Karakose, E. Akin, A Vision Based Traffic Light Detection and Recognition Approach for Intelligent Vehicles, 2nd International Conference on Computer Science and Engineering (UBMK’17), Antalya, Turkey, 05-08 October 2017.
48. T.G. Altundogan, M. Karakose, A Defect Detection Approach Using Histogram Based Feature Extraction for X-Ray Images, 2nd International Conference on Computer Science and Engineering (UBMK’17), POSTER, Antalya, Turkey, 05-08 October 2017.
49. Y. Santur, M. Karakose, E. Akin, A New Rail Inspection Method Based on Deep Learning Using Laser Cameras, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
50. Y. Santur, M. Karakose, E. Akin, Big Data Framework for Rail Inspection, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
51. M. Baygin, M. Karakose, A. Sarimaden, E. Akin, Machine Vision based Defect Detection Approach using Image Processing, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
52. T.G. Altundogan, M. Karakose, A. Sarimaden, E. Akin, A New Real Time Edge Control Approach Based on Image Processing in Paper and Packaging Production, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
53. O. Yaman, M. Karakose, E. Akin, A Real Time Interface for Vision Inspection of Rail Components and Surface in Railways, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
54. O. Yaman, M. Karakose, E. Akin, Auto Correlation Based Elevator Rope Monitoring and Fault Detection Approach with Image Processing, International Artificial Intelligence and Data Processing Symposium (IDAP 2017), Malatya, Turkey, September 16-17, 2017.
55. H. Yetis, M. Karakose, The Inference Process of Nonstationary Fuzzy Sets with Uncertainty for Cyber Physical Systems, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
56. Y. Santur, E. Karakose, M. Karakose, E. Akin, Deep Learning Based Artificial Manager for Smart City, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
57. M. Baygin, M. Karakose, A. Sarimaden, E. Akin, A New Fast Measurement and Inspection Approach Based on Machine Vision, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
58. S.G. Santur, Y. Santur, M. Karakose, Big Data and Restful Based Web Application for Smart Health Application, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
59. C. Tastimur, M. Karakose, E. Akin, Detection of Foreign Objects in Railway Level Crossings Using Image Processing Techniques, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
60. O. Yaman, M. Karakose, E. Akin, Improved Rail Surface Detection and Condition Monitoring Approach with FPGA in Railways, 5th International Conference on Advanced Technology & Sciences (ICAT’17), İstanbul, Türkiye, 09-12 May, 2017.
61. O. Yaman, M. Karakose, Smart Eyes for Monitoring and Analysis of Human Interactions in Smart Cities, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
62. H. Yetis, M. Karakose, A Comparison of Nonstationary Fuzzy Logic for Cyber- Physical Systems, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
63. C. Tastimur, M. Karakose, E. Akin, A Comparison Study of Rail Fault Detection Methods in the Literature, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
64. B. Akarsu, M. Karakose, K.S. Parlak, A. Sarımaden, E. Akın, Information Extraction by Mobile Monitoring of Water Quality Measurements at Buildings for Smart Cities, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
65. T.G. Altundogan, M. Karakose, A Time-Limited Park Violation Detection Approach Using Size Based Image Feature Extraction, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
66. M. Baygin, M. Karakose, A. Sarımaden, E. Akın, An Image Processing based Object Counting Approach for Machine Vision Application, International Conference on Advances and Innovations in Engineering (ICAIE 2017), Elazig, Turkey, 10-12 May, 2017.
67. A.B. Gokbulut, M. Karakose, E. Akin, A Fuzzy Based Brain-Computer Interaction Approach Using Feature Extraction for Personal Identification and Authentication, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 105, Ankara, Turkey, 14-15 October 2017.
68. B. Akarsu, K. S. Parlak, A. Sarimaden, M. Karakose, A Fuzzy Integration Approach for Feature Extraction Techniques in Image Processing Based Quality Control Applications, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 24, Ankara, Turkey, 14-15 October 2017.
69. C. Tastimur, M. Karakose, E. Akin, Hierarchical Fuzzy System Based Classification Approach for Railway Components Using Vision Inspection, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 12, Ankara, Turkey, 14-15 October 2017.
70. E. Karakose, Y. Santur, M. Karakose, A Fuzzy Graph Based Approach for Delivery by Drone in Smart Cities, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 102, Ankara, Turkey, 14-15 October 2017.
71. G. Karaduman, M. Karakose, E. Akin, A Method of Using Fuzzy Decision Trees for Fault Diagnosis of Pantograph-Catenary Systems, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 14, Ankara, Turkey, 14-15 October 2017.
72. H. Yetis, C. Tastimur, T. Muezzinoglu, M. Karakose, A Fuzzy Based Matching Algorithm for Optimized Keypoints in Image Mosaicing, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 106, Ankara, Turkey, 14-15 October 2017.
73. H. Yetis, M. Karakose, Optimization of Nonstationary Fuzzy Logic Systems with Genetic Algorithm for Cyber-Physical Systems, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 78, Ankara, Turkey, 14-15 October 2017.
74. M. Karakose, N. Baygin, M. Baygin, Fuzzy Based Threshold Time Estimation for Shadow Transition in Reconfiguration Process of PV Arrays, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 59, Ankara, Turkey, 14-15 October 2017.
75. M. Karakose, N.M. Zorlu, M. Baygın, A. Sarimaden, E. Akin, A Machine Vision Approach Using Real Time Parallel Computing for Fuzzy Based Inspection Systems with Multiple Cameras, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 113, Ankara, Turkey, 14-15 October 2017.
76. M. Karakose, T. Muezzinoglu, M. Baygin, Development of Vision Based Multiple Anomaly Detection Algorithm Using Fuzzy System for Moving Objects on Conveyor, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 104, Ankara, Turkey, 14-15 October 2017.
77. O. Yaman, M. Karakose, A Fuzzy Automata Based Approach for Real Time Systems, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 114, Ankara, Turkey, 14-15 October 2017.
78. R. Celik, M. Karakose, A Fuzzy Analysis Approach for User Continuity in Mobile Application Lifecycle Management, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 103, Ankara, Turkey, 14-15 October 2017.
79. T. G. Altundogan, M. Karakose, Fuzzy Decision Tree Based Anomaly Classification Method for X-Ray Images, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 58, Ankara, Turkey, 14-15 October 2017.
80. Y. Santur, M. Karakose, E. Akin, Fuzzy Logic Based Decision Making and Risc Analysis Approach for Railway Inspection, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 11, Ankara, Turkey, 14-15 October 2017.
81. Y. Santur, S.G. Santur, M. Karakose, Fuzzy Logic Inference Approach for Women’s Health Monitoring, The 5th International Fuzzy Systems, Symposium (FUZZYSS'17), ABSTRACT, pp. 115, Ankara, Turkey, 14-15 October 2017.
82. M. Karaköse, Hardware, Software, and Human in the Loop Education Supported with Social Network Analysis and Mining, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
83. Y. Santur, M. Karaköse, E. Akın, Improving of Personal Educational Content Using Big Data Approach for MOOC in Higher Education, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
84. O. Yaman, M. Karaköse, Development of Image Processing Based Methods Using Augmented Reality in Higher Education, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
85. H. Yetis, M. Baygin, M. Karaköse, An Investigation for Benefits of Cyber-Physical Systems in Higher Education Courses, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
86. C. Tastimur, M. Karaköse, E. Akin, Improvement of Relative Accreditation Methods Based on Data Mining and Artificial Intelligence for Higher Education, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
87. M. Baygin, H. Yetis, M. Karaköse, E. Akın, An Effect Analysis of Industry 4.0 to Higher Education, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
88. N. Özbey, M. Karaköse, A. Uçar, The Determination and Analysis of Factors Effecting to Student Learning by Artificial Intelligence in Higher Education, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
89. B. Akarsu, K.S. Parlak, M. Karaköse, An Integration Approach for Distributed Education with Lecture, Project, Problem and Work Based Learning, 15th IEEE International Conference on Information Technology Based Higher Education and Training (ITHET 2016), İstanbul, Turkey, 1-3 September, 2016.
90. Y. Santur, M. Karaköse, E. Akın, Chouqet Fuzzy Integral Based Condition Monitoring and Analysis Approach Using Simulation Framework for Rail Faults, 14th IEEE International Conference on Industrial Informatics (IEEE INDIN 2016), Futuroscope-Poitiers, France, 18-21 July 2016.
91. M. Karaköse, O. Yaman, I. Aydin, E. Karakose, Real-Time Condition Monitoring Approach of Pantograph-Catenary System Using FPGA, 14th IEEE International Conference on Industrial Informatics (IEEE INDIN 2016), Futuroscope-Poitiers, France, 18-21 July 2016.
92. İ. Aydın, M. Karaköse, E. Akın, A New Real-time Fuzzy Logic Based Diagnosis of Stator Faults for Inverter-fed Induction Motor Under Low Speeds, 14th IEEE International Conference on Industrial Informatics (IEEE INDIN 2016), Futuroscope-Poitiers, France, 18-21 July 2016.
93. H. Yetis, M. Karaköse, Image Mosaicing Based Condition Monitoring Approach For Multi Robots At Production Lines In Industrial Systems, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
94. Y. Santur, M. Karaköse, E. Akın, Condition Monitoring Approach Using 3d Modelling Of Railway Tracks With Laser Cameras, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
95. M. Karaköse, O. Yaman, E. Akin, Detection And Condition Monitoring Approach Of Rail Switches Based On Image Processing In Railways, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
96. O. Yaman, M. Karaköse, E. Akin, Detection and Condition Monitoring Approach of Rail Switches Based on Image Processing in Railways, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
97. B. Akarsu, K.S. Parlak, M. Karaköse, A Fast Detection Approach For Road Defects Using Image Processing, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
98. O. Yaman, M. Baygin, M. Karaköse, A New Approach Based on Image Processing For Detection of Wear of Guide Rail Surface in Elevator Systems, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
99. C. Tastimur, M. Karaköse, E. Akin, A Vision Based Detection Approach For Level Crossing And Switch In Railway, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
100. M. Baygin, D. Orhan, O. Yaman, M. Karaköse, A New Real Time Control Approach For Time Efficiency In Group Elevator Control System, 3rd International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1-3 September, 2016.
101. H. Yetis, M. Baygin, M. Karaköse, A New Micro Genetic Algorithm Based Image Stitching Approach for Camera Arrays at Production Lines, The 5th International Conference on Manufacturing Engineering and Process (ICMEP 2016), 2016.
102. M. Baygin, O. Yaman, K. Murat, M. Karaköse, E. Akin, Vision based Measurement and Fault Detection Method for Main and Neighbor Rail Tracks in Railways, The 5th International Conference on Manufacturing Engineering and Process (ICMEP 2016), 2016.
103. Y. Santur, M. Karaköse, İ. Aydın, E. Akın, IMU Based Adaptive Blur Removal Approach using Image Processing for Railway Inspection, The 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), 2016.
104. C. Tastimur, M. Karaköse, Y. Celik, E. Akin, Image Processing Based Traffic Sign Detection and Recognition with Fuzzy Integral, The 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), 2016.
105. M. Baygin, M. Karaköse, A New Image Stitching Approach for Resolution Enhancement in Camera Arrays, The 9th International Conference on Electrical and Electronics Engineering (ELECO 2015), 1186-1190, Bursa, Türkiye, 26-28 November, 2015.
106. Y. Santur, M. Karaköse, E. Akın, Random Forest Based Diagnosis Approach for Rail Fault Inspection in Railways, The 9th International Conference on Electrical and Electronics Engineering (ELECO 2015), 714-719, Bursa, Türkiye, 26-28 November, 2015.
107. M. Karaköse, K. Firildak, A Shadow Detection Approach Based on Fuzzy Logic Using Images Obtained from PV Array, 6th International Conference On Modeling, Simulation And Applied Optimization (ICMSAO’15), Yildiz Technical University, Istanbul, Turkey, May 2015.
108. O. Yaman, M. Karaköse, Fuzzy Logic Based Rail Component Detection Method Using Line Extraction from Continuously Images, IEEE International Symposium on Innovations in Intelligent Systems and Applications (IEEE INISTA 2015), 185-190, Madrid, Spain, September 2015.
109. K. Murat, M. Karaköse, E. Akın, Vision Based Condition Monitoring Approach Using Fuzzy System for Rail Track Curves in Railways, IEEE International Symposium on Innovations in Intelligent Systems and Applications (IEEE INISTA 2015), 191-196, Madrid, Spain, September 2015.
110. I. Aydin, M. Karaköse, E. Akin, Rail extraction using geodesic model based interactive segmentation method, IEEE International Symposium on Innovations in Intelligent Systems and Applications (IEEE INISTA 2015), 179-184, Madrid, Spain, September 2015.
111. I. Aydin, M. Karaköse, E. Akin, A. Sarimaden, A New Support Vector Machine based Eccentricity Fault Diagnosis for Inverter-Fed Induction Motors, ACEMP-OPTIM-Electromotion International Conference, Side, Turkey, 2015.
112. M. Karaköse, M. Baygin, K.S. Parlak, A New Real-Time Reconfiguration Approach Based on Neural Network in Partial Shading for PV Arrays, 3rd International Conference on Renewable Energy Research and Applications (ICRERA2014), Milwaukee, USA, October 2014.
113. K.S. Parlak, M. Karaköse, An Efficient Reconfiguration Method based on Standard Deviation for Series and Parallel Connected PV Arrays, 3rd International Conference on Renewable Energy Research and Applications (ICRERA2014), Milwaukee, USA, October 2014.
114. M. Karaköse, M. Baygin, N. Baygin, K. Murat, E. Akın, An Intelligent Reconfiguration Approach Based on Fuzzy Partitioning in PV Arrays, IEEE International Symposium on Innovations in Intelligent Systems and Applications (IEEE INISTA 2014), Alberobello, Italy, June 2014.
115. İ. Aydın, O. Yaman, M. Karaköse, S.B. Celebi, Particle Swarm Based Arc Detection on Time Series in Pantograph-Catenary System, IEEE International Symposium on Innovations in Intelligent Systems and Applications (IEEE INISTA 2014), Alberobello, Italy, June 2014.
116. M. Karaköse, M. Baygin, N. Baygin, An Analysis Approach for Optimization Based Reconfiguration in Photovoltaic Arrays, IEEE International Symposium on Industrial Electronics (IEEE ISIE 2014), İstanbul, Turkey, June, 2014.
117. M. Karaköse, K. Murat, E. Akın, K.S. Parlak, A New Efficient Reconfiguration Approach Based on Genetic Algorithm in PV Systems, IEEE International Symposium on Industrial Electronics (IEEE ISIE 2014), İstanbul, Turkey, June, 2014.
118. M. Karaköse, M. Baygin, A New Reconfiguration Approach with Moving Partial Shadow Detection from Images in PV Arrays, IEEE International Energy Conference (IEEE EnergyCon 2014), Dubrovnik, Crotia, May. 2014.
119. O. Yaman, İ. Aydın, M. Karaköse, E. Akın, Monitoring of Pantograph-Catenary Interaction by using Particle Swarm Based Contact Wire Tracking, The 21st International Conference on Systems, Signals and Image Processing (IWSSIP 2014), Dubrovnik, Crotia, May. 2014.
120. B. Ay, M. Karaköse, Motion Classification Approach Based on Biomechanical Analysis of Human Activities, IEEE International Conference on Computational Intelligence and Computing Research (IEEE ICCIC 2013), 615-622, Madurai, India, Dec. 2013.
121. Aydın İ., Karaköse M., Akın E., A Rotus Anomaly Detection in Pantograph-Catenery System Based on Mean-Shift Tracking and Foreground Detection, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013), 4444-4449, Manchester, UK, 2013.
122. Karaköse M., Makinist S., Image Processing Based Defuzzification Method for Type-2 Fuzzy Systems, The 9th IEEE Asian Control Conference (IEEE ASCC 2013), İstanbul, Turkey, 2013.
123. İlhan İ, Karaköse M., Type-2 Fuzzy Based Quadrotor Control Approach, The 9th IEEE Asian Control Conference (IEEE ASCC 2013), İstanbul, Turkey, 2013.
124. Aydın İ., Karaköse M., Akın E., A New Approach Based on Boundary Analysis of Reconstructed Phase Space for Fault Diagnosis, The 9th IEEE Asian Control Conference (IEEE ASCC 2013), İstanbul, Turkey, 2013.
125. Aydın İ., Karaköse E., Karaköse M., Gencoglu M.T., Akın E., A New Computer Vision Approach for Active Pantograph Control, IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2013), Albena, Bulgaria, 2013.
126. Yaman O., Aydın İ., Karaköse M., Akın E., Contact Point Analysis of Catenery-Pantograph System by Using Normal and Thermal Images, 2nd International Symposium on Railway System engineering (ISERSE'13), Karabük, Turkey, 2013.
127. Baygin M., Karaköse M., A New Intelligent Group Elevator Control Approach, Mechatronika 2012, Prag, 2012.
128. Karaduman G., Karaköse M., Akın E., Experimental Fuzzy Diagnosis Algorithm Based on Image Processing for Rail Profile Measurement, Mechatronika 2012, Prag, 2012.
129. Aydın İ., Karaköse M., Akın E., A New Contactless Fault Diagnosis Approach for Pantograph-Catenary System, Mechatronika 2012, Prag, 2012.
130. Aydın İ., Karaköse M., Akın E., Fuzzy activation function for cascade neural network and its FPGA implementation, The Second International Fuzzy Conference (FUZZYSS 2011), November 17-18, Hacettepe University, Ankara, Turkey, 2011.
131. Aydın İ., Karaköse M., Akın E., Fuzzy System Based Fault Detection Method using ZCT Signals:An FPGA Aproach, International Aegean Conference on Electric Machines and Power Electronics & Electromotion Joint Conference (ACEMP 2011), 08-10 September, İstanbul, Turkey, 2011.
132. Akın E., Aydın İ., Karaköse M., "FPGA Based Intelligent Condition Monitoring of Induction Motors: Detection, Diagnosis, and Prognosis", Proceedings of 2011 IEEE International Conference on Industrial Technology (ICIT-SST 2011), pp. 359-364, 14-16 March, Auburn, Al, Alabama, USA, 2011.
133. Aydın İ., Karaköse M., Akın E., FPGA Based Real Time Fuzzy Fault Detection Algorithm", IEEE International Conf. on Soft Computing and Pattern Recognition (SOCPAR 2010), pp. 389 - 394, 7-10 December 2010, Paris, France, 2010.
134. Karaköse M., Aydın İ., Akın E.,"The Intelligent Fault Diagnosis Frameworks Based on Fuzzy Integral", IEEE Power Electronics Electrical Drives Automation and Motion Conference (SPEEDAM 2010), pp. 1634 - 1639, 14-16 June 2010, Pisa, Italy, 2010.
135. Aydın İ., Karaköse M., Akın E., "Generation of Classification Rules using Artificial Immune System for Fault Diagnosis", IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2010), pp. 343-349, 10-13 October 2010, İstanbul, Turkey, 2010.
136. Karaköse M., Sine-square Embedded Fuzzy Sets, IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2010), pp. 3628-3631, 10-13 October 2010, İstanbul, Turkey, 2010.
137. Aydın İ., Karaköse M., Akın E., Early Fault Detection of Broken Rotor Bars Using Sliding Window Symbol Sequence Statistics, 19th Australasian Universities Power Engineering Conference (AUPEC’09), 27-30 September, Adelaide, Australia, 2009.
138. Aydın İ., Karaköse M., Akın E., Fuzzy Supervised Artificial Immune System for Fault Diagnosis, First International Fuzzy Conference (FUZZYSS’09), Ankara, 2009.
139. Aydın İ., Karaköse M., Akın E., The Prediction Algorithm Based on Fuzzy Logic Using Time Series Data Mining Method, Proceedings Of World Academy Of Science, Engineering and Technology, Vol. 39, pp. 91-98, March, 2009.
140. Aydın İ., Karaköse M., Akın E., K-NN Based Hybrid Negative Selection Algorithm for Anomaly Detection, INISTA'2009, Trabzon, Turkey, 2009.
141. Aydın İ., Karaköse M., Akın E., Artificial Immune Inspired Fault Detection Algorithm based on Fuzzy Clustering and Genetic Algorithm Methods, IEEE Computational Intelligence for Measurement System and Applications, CIMSA'2008, Turkey, 2008.
142. Aydın İ., Karaköse M., Akın E., A Simple and Efficient Method for Fault Diagnosis using Time Series Data Mining, IEEE International Electrical Machines and Drives Conference, IEMDC2007, Antalya, Mayıs, 2007.
143. Aydın İ., Karaköse M., Akın E., Fuzzy Clustering Based Kernel Method for Support Vector Machines, INISTA 2007, Istanbul, Turkey, 2007.
144. Aydın İ., Karaköse M., Akın E., Artificial Immune Based Support Vector Machine Algorithm for Fault Diagnosis of Induction Motors, ACEMP'07, Turkey, 2007.
145. Karaköse M., Akın E., Novel Membership Functions to Improve Performance of Fuzzy Systems, ICCSE 2005, Istanbul, Turkey, 2005.
146. Karaköse M., Akın E., Block Based Fuzzy Controllers, INISTA 2005, Istanbul, Turkey, 2005.
147. Karaköse M., Akın E., Dynamical Fuzzy Control with Block Based Neural Network, ELECO'2005, 2005.
148. Karaköse M., Akın E., Type-2 Fuzzy Activation Function for Multilayer Feedforward Neural Networks, IEEE International Conference on Systems, Man and Cybernetics, 3762-3767, The Netherland, 2004.
149. Karaköse M., Akın E., A Fuzzy Tuned Integrator for Stator Flux Estimation of Vector Controlled Induction Motor, ACEMP'2004, İstanbul, Turkey, May, 2004.
150. Karaköse M., Akın E., Type-2 Fuzzy Multicriteria Decision-Making Approach for Control Systems, The 4th International Symposium on Intelligent Manufacturing Systems, IMS'2004, Sakarya, TURKEY, 2004.
151. Duman E., Karaköse M., Akın E., A New Fuzzy Integral Model for Control Systems: Adaptive Fuzzy Integral, TAINN'2003, Çanakkale, TURKEY, 2003.
152. Karaköse M., Akın E., A Fuzzy Based Smooth Transition Algorithm Between Flux Estimation Models For Low Speed Operation Of Sensorless Vector Controlled Induction Motor, FSSCIMIE'2002, İstanbul, TURKEY, 2002.
153. Karaköse M., Kaya M., Akın E., Desing of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation, ICCS 2001, Springer Verlag, Lecture Notes in Computer Science, Vol. 2074, 272-280, 2001.
154. Orhan A., Akın E., Karaköse M., DSP Implementation of Fuzzy Controlled Magnetic Levitation System, Fuzzy Days 2001, Springer Verlag, Lecture Notes in Computer Science, Vol. 2206, 950-958, 2001.

NATIONAL CONFERENCE PUBLICATIONS

1. O. Yaman, M. Karaköse, E. Akın, Görüntü Eşleştirme Kullanan Temassız Ray Hattı Durum Analizi Yöntemi, Otomatik Kontrol Konferansı (TOK 2015), Denizli, Eylül 2015.
2. Y. Santur, M. Karaköse, E. Akın, Ray Yüzeylerindeki Hata Kontrolü İçin Yerel Normalizasyon Tabanlı Teşhis Yaklaşımı, Otomatik Kontrol Konferansı (TOK 2015), Denizli, Eylül 2015.
3. O. Yaman, M. Karaköse, E. Akın, İ. Aydın, Ray Yüzeyi için Görüntü İşleme Tabanlı Arıza Tespit Yaklaşımı, 23. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2015), s. 1020-1023, İnönü Üniversitesi, Malatya, Mayıs 2015.
4. K. Firildak, M. Karaköse, Negatif Seçim Tabanlı Gölge Tespit Algoritması, 23. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2015), s. 1598-1601, İnönü Üniversitesi, Malatya, Mayıs 2015.
5. N. Özbey, M. Karaköse, PV Panellerde Görüntü İşleme Tabanlı Durum Değişikliği Tespiti, 23. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2015), s. 1150-1153, İnönü Üniversitesi, Malatya, Mayıs 2015.
6. C. Taştimur, E. Akın, M. Karaköse, İ. Aydın, Morfolojik Özellik Çıkarımı Kullanan Görüntü İşleme Tabanlı Ray Arızalarının Tespiti, 23. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2015), s. 1146-1149, İnönü Üniversitesi, Malatya, Mayıs 2015.
7. M. Saman, M. Karaköse, E. Akın, Lyapunov Üstelleri ile PV hücrenin Dinamik Davranışının Analizi, 23. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2015), s. 1024-1027, İnönü Üniversitesi, Malatya, Mayıs 2015.
8. Yaman O., M. Karaköse, İ. Aydın, E. Akın, Görüntü İşleme ve Bulanık Mantık Tabanlı Pantograf Geometrik Modelin Tespiti, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2014), 686-689, KTÜ, Trabzon, Nisan 2014.
9. Yaman O., M. Karaköse, İ. Aydın, E. Akın, Pantograf Katener Sistemlerde Görüntü İşleme ve Model Tabanlı Ark Tespiti, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (IEEE SİU 2014), 1934-1937, KTÜ, Trabzon, Nisan 2014.
10. Yaman O., Aydın İ., Karaköse M., Akın E., Pantograf Katener Sistemlerde Oluşan Sıcaklık Değişimi ve Arkın Termal Görüntü İle Tespit Edilmesi, Otomatik Kontrol Konferansı (TOK 2013), 1071-1075, Malatya, Eylül 2013.
11. Karaduman G., Karaköse M., Akın E., Ray Arızalarının Teşhisi İçin Deneysel Bir Yaklaşım, Otomatik Kontrol Konferansı (TOK 2013), 1350-1355, Malatya, Eylül 2013.
12. Yaman O., Aydın İ., Karaköse M., Akın E., Kablosuz Duyarga Ağ Tabanlı Arıza Teşhis Yaklaşımları (Wireless Sensor Network Based Fault Diagnosis Approaches), 21. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2013), Kuzey Kıbrıs Türk Cumhuriyeti, 2013.
13. Baygin M., Karaköse M., Optimizasyon ve Tahmin Tabanlı Grup Asansör Kontrol Yaklaşımı, Otomatik Kontrol Konferansı (TOK 2012), 275-280, Nigde, Ekim 2012.
14. Ay B., Karaköse M., Koşma ve Yürüme Hareketlerinin Deneysel Analizi için Bulanık Kontrol Yöntemi, Otomatik Kontrol Konferansı (TOK 2012), 682-687, Nigde, Ekim 2012.
15. Karaduman G., Karaköse M., Akın E., Görüntü İşleme Tabanlı Ray Profili Ölçüm Algoritması, Otomatik Kontrol Konferansı (TOK 2012), 790-795, Nigde, Ekim 2012.
16. Aydın İ., Karaköse M., Akın E., Arıza Teşhisi için S-Dönüşümü ve Görüntü İşleme Tabanlı Yeni Bir Yaklaşım, Otomatik Kontrol Konferansı (TOK 2012), 802-806, Nigde, Ekim 2012.
17. Baygin M., Karaköse M., Gerçek Zamanlı Ses Tanıma Tabanlı Akıllı Ev Uygulaması, 20. IEEE Sinyal İşleme ve İletişim Uygulamaları (SİU 2012), Fethiye, Muğla, 2012.
18. Saman M., Karaköse M., Akın E., Asenkron Motorların Vektör Kontrolünde Gri Sistem Tabanlı Akı Tahmini, 19. IEEE Sinyal İşleme ve İletişim Uygulamaları Konferansı (SİU 2011), 666-669, Kemer, Antalya, 2011.
19. Baygin M., Karaköse M., Adaptif Yapay Bağışık Sistem Tabanlı Grup Asansör Kontrol Algoritması, Elektrik-Elektronik Bilgisayar Sempozyumu (FEEB 2011), Elazığ, 2011.
20. Saman M., Karaköse M., Akın E., DA-DA Güç Dönüştürücülerinde Karmaşıklık ve Gri Denetleyici İle Denetimi, Elektrik-Elektronik Bilgisayar Sempozyumu (FEEB 2011), Elazığ, 2011.
21. Karaköse M., Makinist S., Tip–2 Bulanık Sistemlerde Tip İndirgeme Yaklaşımı, Otomatik Kontrol Konferansı (TOK 2011), 77-82, 14-16 Eylül, İzmir, 2011.
22. Aydın İ., Karaköse M., Akın E., Arıza Teşhisi için Gerçek Zamanlı Bağışık Sistem Uygulaması, Otomatik Kontrol Konferansı (TOK 2011), 671-675, 14-16 Eylül, İzmir, 2011.
23. Çiğdem U., Karaköse M., PI ve Bulanık Denetleyici Parametrelerinin Ayarlanmasında DNA Hesaplamanın Kullanılması, Otomatik Kontrol Konferansı (TOK 2011), 665-670, 14-16 Eylül, İzmir, 2011.
24. Urhan T., Karaköse M., İnsan Hareketlerinin Modellenmesi ve Kaldırma Hareketinin Bulanık Mantık Tabanlı Kontrolü, Otomatik Kontrol Konferansı (TOK 2011), 441-446, 14-16 Eylül, İzmir, 2011.
25. Karaköse M., İnsan Hareketlerinin Analiz ve Simülasyonu için Bulanık Mantık Yaklaşımı, Elektrik Elektronik ve Bilgisayar Mühendisliği Konferansı (ELECO 2010), 574-577, 2-5 Aralık, Bursa, 2010.
26. Aydın I., Karaköse M. Akın E., "FPGA Tabanlı Erken Arıza Tespit Sistemi", Elektrik Elektronik ve Bilgisayar Mühendisliği Konferansı (ELECO 2010), 569 - 573, 2-5 Aralık, Bursa, 2010.
27. Karaköse M., Bulanık İntegral Tabanlı Rastgele Belirsizlik İçeren Bulanık Sistemler, Otomatik Kontrol Ulusal Toplantısı (TOK 2010), 541-546, 21-23 Eylül, Gebze, Kocaeli, 2010.
28. Aydın İ., Karaköse M., Akın E., "Asenkron Motorlarda Arıza Teşhisi için Kaotik Sürü Optimizasyonu Tabanlı Yapay Bağışık Algoritması", Otomatik Kontrol Ulusal Toplantısı (TOK 2010), 574-579, 21-23 Eylül 2010, Gebze, Kocaeli.
29. Aydın İ., Karaköse M. Akın E., Bulanık Otomata Yaklaşımı Kullanan Arıza Tespit Algoritması, 13. Ulusal Elektrik, Elektronik, Bilgisayar, Biyomedikal Kongresi, 121-126, Ankara, Aralık 2009.
30. Aydın İ., Karaköse M., Akın E., Yapay Bağışıklık Sistemi Tabanlı Arıza Teşhis Algoritması, IEEE 14. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, (SİU 2006), Antalya, 2006.
31. Aydın İ., Karaköse M., Akın E., Bağışık Sistem Tabanlı Bulanık Arıza Teşhis Algoritması, (ASYU 2006), İstanbul, Haziran 2006.
32. Karaköse M., Ayrık Kural Tabanlı Dinamik Bulanık Kontrol Algoritması, Otomatik Kontrol Konferansı (TOK 2006), 7-10 Ankara, Kasım 2006.
33. Aydın İ., Karaköse M., Akın E., Asenkron Motorlarda Arıza Teşhisi için Zaman Serileri Veri Madenciliği ve Yapay Sinir Ağı Tekniklerinin Kullanımı, Otomatik Kontrol Konferansı (TOK 2006), 153-158 Ankara, Kasım 2006.
34. Yıldırım S., Akın E., Aydın İ., Karaköse M., Zaman Serisi Veri Madenciliği Kullanan Destek Vektör Makineler Tabanlı Arıza Sınıflandırma Algoritması, Elektrik Elektronik ve Bilgisayar Mühendisliği Konferansı (ELECO 2006), Bursa, Aralık, 2006.
35. Karaköse M., Akın E., Blok Tabanlı Sinirsel Filtre ve Denetleyici, II. Mühendislik Bilimleri Genç Araştırmacılar Kongresi (MBGAK 2005), 41-46, İstanbul, Kasım 2005.
36. Aydın İ., Karaköse M., Akın E., Bulanık Mantık Tabanlı Zaman Serisi Veri Madenciliği Kullanan Tahmin Algoritması,II. Mühendislik Bilimleri Genç Araştırmacılar Kongresi (MBGAK 2005), 47-56, İstanbul, Kasım 2005.
37. Karaköse M., Akın E., Akıllı Sistem Tasarımı İçin Yumuşak Hesaplama Çatısı, Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi ve Fuarı, 352-355, İstanbul, Eylül 2005.
38. Aydın İ., Karaköse M., Akın E., Zaman Serileri Veri Madenciliği Tekniği Kullanılarak Asenkron Motorlarda Sarım Ve Sürtünme Hatalarının Teşhisi, Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi ve Fuarı, 223-226, İstanbul, Eylül 2005.
39. Karaköse M., Akın E., Hız Tahmini Kullanmayan Yapay Sinir Ağı Tabanlı Hız Duyargasız Vektör Kontrol Algoritması, Otomatik Kontrol Konferansi (TOK 2005), 387-391, Istanbul, Haziran 2005.
40. Aydın İ., Karaköse M., Akın E., Asenkron Motorlarda Hata Teşhisi İçin Yeni Bir Yumuşak Hesaplama Yaklaşımı, Otomatik Kontrol Konferansi (TOK 2005), 375-380, Istanbul, Haziran 2005.
41. Karaköse M., Akın E., Elektrik Ve Bilgisayar Mühendisliği Eğitim Programlarıyla Yumuşak Hesaplamanın Bütünleştirilmesi ve Üniversitelerimizde Genel Durumun Değerlendirilmesi, Elektrik-Elektronik ve Bilgisayar Mühendislikleri Egitimi 2. Ulusal Sempozyumu, 39-44, Samsun, Mayıs 2005.
42. Karaköse M., Akın E., Gerçek Zamanlı Çalışma İçin Kural Tabanı Ayarlamalı Yeni Bir Bulanık Kontrol Sistem Yapısı, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (AYSU 2004), 54-57, İstanbul, Haziran 2004.
43. Karaköse M., Akın E., Tip-1 Bulanık Sistemlerde Tip-2 Bulanık Girişler, Elektrik Elektronik ve Bilgisayar Mühendisliği Konferansı (ELECO 2004), 371-375, Bursa, 2004.
44. Karaköse M., Akın E., Yumuşak Hesaplama Ve Klasik Hesaplamanın Elektriksel Sürücü Sistemleri İçin Birleştirilmesi, Elektrik Elektronik ve Bilgisayar Mühendisliği Konferansı (ELECO 2004), 367-370, Bursa, 2004.
45. Karaköse M., Akın E., Tip-2 Bulanık Denetleyiciler, Mühendislik Bilimleri Genç Araştırmacılar I. Kongresi (MBGAK 2003), 117-124, İstanbul, Şubat 2003.
46. Duman E., Karaköse M., Akın E., Bulanık İntegral Tabanlı Yeni Bir Bulanık Denetleyici Gerçekleştirilmesi, Mühendislik Bilimleri Genç Araştırmacılar I. Kongresi (MBGAK 2003), 125-132, İstanbul, Şubat 2003.
47. Akın E., Karaköse M., Elektrik ve Bilgisayar Mühendisliği Eğitiminde Sanal Laboratuarların Kullanımı, Elektrik Elektronik Bilgisayar Mühendislikleri Eğitimi 1. Ulusal Sempozyumu, 166-169, Ankara, Mayıs 2003.
48. Karaköse M., Akın E., Tip-2 Bulanık Filtre, Elektrik, Elektronik ve Bilgisayar Mühendisliği 10. Ulusal Kongresi ve Fuarı, 503-506, İstanbul, Eylül 2003.
49. Karaköse M., Akın E., ANFIS Tabanlı Stator Akısı Tahmini için Kullanılan İki Model Arasında Yeni Bir Düzgün Geçiş Algoritması, 11. Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN 2002), 271-280, İstanbul, Haziran 2002.
50. Karaköse M., Akın E., Evirgeç Üzerinden Beslenen Asenkron Motor Akılarının Tahmininde Bulanık Süzgeç Kullanımı, Elektrik Elektronik ve Bilgisayar Mühandisliği Konferansı (ELECO 2002), 369-372, Bursa, Aralık 2002.
51. Karaköse M., Akın E., AA Motorların Stator Akılarının Tahmininde Kullanılan Yeni Bir Bulanık Kontrollü İntegrator Algoritması, Otomatik Kontrol Konferansı (TOK 2000), 164-169, Ankara, Eylül 2000.

OTHERS

1. Akın E., Karaköse M., Bulanık ve Sinirsel-Bulanık Denetim, TBV, Türkiye Bilişim Ansiklopedisi, 278-286, 2005.

REVIEWER FOR JOURNALS

1. IEEE Transactions on Fuzzy Systems (2015, 2014, 2013, 2012, 2011, 2010)
2. IEEE Transactions on Industrial Electronics (2015, 2014, 2013, 2012)
3. IEEE Transactions on Control Systems Technology (2015, 2014)
4. IEEE Transactions on Systems Man Cybernetics (2015)
5. IEEE Transactions on Cybernetics (2015)
6. IEEE Transactions on Neural Networks and Learning Systems (2015)
7. Applied Soft Computing (2015, 2014, 2013, 2012, 2011, 2010)
8. Soft Computing (2015, 2014, 2013, 2012, 2011)
9. Engineering Applications of Artificial Intelligence (2015, 2014, 2013, 2012, 2011)
10. İnformation Science (2015, 2014)
11. Journal of Intelligent and Fuzzy Systems (2015, 2014, 2013, 2012)
12. Journal of Intelligent and Robotic Systems (2015, 2014, 2013, 2012, 2011)
13. Computers and Electrical Engineering (2014, 2013, 2012, 2011, 2010, 2009)
14. Computers and Mathematics with Applications (2013, 2012)
15. Energy Conversion and Management (2011)
16. Energy and Buildings (2015)
17. Electric Power Components and Systems (2014, 2013, 2012, 2011, 2010, 2009)
18. Turkish Journal of Electrical Engineering and Computer Science (2015, 2013, 2012, 2011, 2010)
19. Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi (2015, 2012, 2011, 2009)
20. Journal of Artificial Intelligence Research (2012)
21. International Journal of Uncertainty, Fuzziness and Knowledge Based Systems (2015, 2010)

REVIEWER FOR CONFERENCES

1. IEEE ISIE 2015 - 2010
2. IEEE SSCI 2014
3. IEEE CICA 2015
4. SIU 2015 - SIU 2014
5. TOK 2015 - TOK 2014 - TOK 2013 – TOK 2010
6. ICRERA 2015 - ICRERA 2014
7. PEM 2014
8. ELECO 2013 – ELECO 2012 – ELECO 2011 – ELECO 2010
9. POWERENG 2013
10. ICNC 2014 – FSKD 2014 - ICNC 2012 – FSKD 2012
11. FEEB 2011
12. INDIN 2010
13. OPTIM 2010

CHAIRMAN FOR CONFERENCES

1. M. Karaköse, Session chair, UBMK 2017 (International Conference), Antalya, Turkey, 05-08 October, 2017.
2. M. Karaköse, Session chair, IDAP 2017 (International Conference), Malatya, Turkey, 16-17 September, 2017.
3. M. Karaköse, Session chair, UBMK 2016 (International Conference), Tekirdağ, Turkey, 20-23 October, 2016.
4. M. Karaköse, Session chair, IEEE EnergyCon 2014 (International Conference), Dubrovnik, Hırvatistan, 13-15 May, 2014.
5. M. Karaköse, Session chair, Mechatronika 2012 (International Conference), Prague, Czech Republic, 5-7 December, 2012.
6. M. Karaköse, Oturum başkanlığı, TOK 2010 (Ulusal Konferans), GYTE, Gebze, 21-23 Eylül, 2010.

COURSES

UNDERGRADUATE COURSES

- Formal Languages and Automata Theory

- Analysis of Algorithms

- Fundamentals of Computer Science

- Compiler Design

- Discrete Mathematics for Computer Science

- Artificial Intelligence

- System Theory

GRADUATE COURSES

- Computational Intelligence

- Human Computer Interaction

- Computational Theory

- Advanced Soft Computing Techniques

- Reasoning and Decision Making Under Uncertainty Systems

RESEARCH INTERESTS

• Fuzzy Logic and Systems
• Intelligence Systems
• Computational Intelligence - Machine Learning
• Computer Vision - Machine Vision - Image Processing
• Human Computer Interaction
• Cyber Physical Systems
• Simulation and Modeling
• Fault Diagnosis
• Railway Systems
• Photovoltaic Systems

PERSONAL THESES

PHD THESIS

Mehmet Karaköse, The Improvement of Soft Computing Methods And Its Applications In Electrical Drives, Firat University, Electrical and Electronics Engineering Department, Supervisor: Assoc.Prof.Dr. Erhan AKIN, 2005.

MASTER THESIS

Mehmet Karaköse, The Use of Fuzzy Logic in the Estimation of Physical Parameters of Electric Motors, Firat University Computer Engineering Department, Supervisor: Asst.Prof.Dr. Erhan AKIN, 2001.

SUPERVISED PHD THESES

1. Orhan Yaman, Development of Vision Based Fault Diagnostics System with Real Time Fuzzy Automata for Railway Rails, PhD Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 09 August 2018.
2. Mehmet Baygin, Development of High Performance Industrial Camera and Intelligent Recognition System for Vision Based Quality Control, PhD Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 02 April 2018.

SUPERVISED MASTER THESES

1. Turan Göktuğ Altundoğan, Real Time Object Tracking wıth Dynamic Fuzzy Cognitive Maps Using Deep Learning, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 17 June 2019.
2. Tuba Müezzinoğlu, Development of Visual Based Recognition Approaches for Detection of Multiple Anomaly in Objects on Conveyor, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 5 August 2019.
3. Rabia Çelik, Mobil Uygulamalarda Kullanıcı Sürekliliği için Yaşam Döngüsü Yönetiminde Büyük Veri Analiz Yöntemlerinin Geliştirilmesi, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 12 April 2018.
4. Karwan Hoshyar Khalid Khoshnaw, Agent Based Human-In-The-Loop Simulation Framework for Electrical Vehicle Systems, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 18 Jaunary 2018.
5. Ayşe Beyza Gökbulut, Beyin-Bilgisayar Etkileşimi ile İnsansız Hava Aracı Kontrolü için Döngüde İnsanlı Benzetim Çatısının Geliştirilmesi, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, 28 December 2017.
6. Hasan Yetiş, Belirsizlik İçeren Siber Fiziksel Sistemlerde Durum İzleme İçin Durgun Olmayan Bulanık Mantık Tabanlı Görüntü Mozaikleme Yaklaşımı, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, July 2017.
7. Nursena Baygın, Görüntü İşleme Kullanan Yeniden Düzenleşim Yöntemi ve Optimizasyon Tabanlı Analizi, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, August 2017.
8. Nigar Özbey, Gömülü Durum İzleme ve Arıza Teşhisi Algoritmaları Kullanan Akıllı Sürücü Sistemlerin Geliştirilmesi, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, August 2017.
9. Kazım Fırıldak, Development of Real Time Shadow Detection Algorithms for Reconfiguration in PV Arrays, Master Thesis, Supervisor: Assoc.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, June 2015.
10. Orhan Yaman, Development of Image Processing Based Contactless Monitoring Methods in Pantograph-Catenary Systems, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, July 2014.
11. Taha Müezzinoğlu, Development of Image Mosaicing Techniques for Photovoltaic Arrays, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, March 2014.
12. Betül Ay, Development of Biomechanical Analysis Based Human Motion Recognition Algorithms, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, Jaunary 2014.
13. Semiha Makinist, Type-2 Fuzzy Logic Based Analysis and Simulation of Human Motions, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, September 2013.
14. Mehmet Bayğın, Optimisation and Estimation Based Ambient Intelligence Application for Control of Group Elevator Systems, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, July 2013.
15. İsmail İlhan, Development of Image Processing Based Intelligent Control Algorithms for Quadrotors, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, September 2013.
16. Uğur Çiğdem, Using of DNA Computing Algorithm for NP Problems and System Design, Master Thesis, Supervisor: Asst.Prof.Dr. Mehmet KARAKÖSE, Firat University Computer Engineering Department, October 2011.

GRADUATE STUDENTS

1. Hasan Yetiş, PhD, Continues...
2. Taha Muezzinoglu, PhD, Continues...
3. Nursena Baygın, PhD, Continues...
4. İsmail İlhan, PhD, Continues...
5. Nigar Özbey, PhD, Continues...
6. Zühal Çetin, PhD, Continues...
7. Ayse Beyza Gokbulut, PhD, Continues...
8. Turan Göktuğ Altundoğan, PhD, Continues...
9. Kübra Arslanoğlu, PhD, Continues...
10. Firdev Sümeyye Cebeloğlu, Master, Continues...
11. Rukiye Akıncı, Master, Continues...
12. Nurettin Mutlu Zorlu, Master, Continues...
13. Sara Jamal Hussein, Master, Continues...
14. Yavuz Celik, Master, Continues...
15. Mahmut Karadağ, Master, Continues...

ATTENDED CONFERENCES