• ARTICLES PUBLISHED IN SCI, SCI-E, SSCI AND AHCI INDEXES

  1. SINGH DILBAG, TASPINAR YAVUZ SELIM, KURSUN RAMAZAN, CINAR ILKAY, KOKLU MURAT, OZKAN ILKER ALI, LEE HEUNG-NO, (2022). Classification and Analysis of Pistachio Species with Pre-Trained Deep Learning Models, Electronics, 11 (7), 981, pp.1-14. DOI: 10.3390/electronics11070981. (SCI-E, Q2)

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  1. YILMAZ OMER, ALTUN ADEM ALPASLAN, KOKLU MURAT, (2022). A New Hybrid Algorithm Based on MVO and SA for Function Optimization, International Journal of Industrial Engineering Computations, 13(2), pp.237-254, Doi:10.5267/j.ijiec.2021.11.001. (SCI-E, Q3)

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  1. CINAR ILKAY, KOKLU MURAT (2022). Identification of Rice Varieties Using Machine Learning Algorithms, Journal of Agricultural Sciences-Tarim Bilimleri Dergisi, 28 (2), 307-325, Doi:10.15832/ankutbd.862482. (SCI-E, Q4)

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  1. TASPINAR YAVUZ SELIM, CINAR ILKAY, KOKLU MURAT, (2022). Classification by a Stacking Model Using CNN Features for COVID-19 Infection Diagnosis, Journal of X-Ray Science and Technology, 30(1), pp.73-88, Doi:10.3233/XST-211031. (SCI-E, Q3)

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  1. TASPINAR YAVUZ SELIM, KOKLU MURAT, ALTIN MUSTAFA, (2022). Acoustic-Driven Airflow Flame Extinguishing System Design and Analysis of Capabilities of Low Frequency in Different Fuels, Fire Technology: pp.1–17, DOI:10.1007/s10694-021-01208-9. (SCI-E, Q2)

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  1. KOKLU MURAT, UNLERSEN MUHAMMED FAHRI, OZKAN ILKER ALI, ASLAN MUHAMMET FATIH, SABANCI KADIR, (2022). A CNN-SVM Study Based on Selected Deep Features for Grapevine Leaves Classification, Measurement, (188), pp.1–10, DOI:10.1016/j.measurement.2021.110425. (SCI-E, Q1)

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  1. TUNC ALI, TASDEMIR SAKIR, KOKLU MURAT, CINAR AHMET CEVAHIR, (2022). Age Group and Gender Classification Using Convolutional Neural Networks with A Fuzzy Logic-Based Filter Method for Noise Reduction, Journal of Intelligent & Fuzzy Systems, pp.491-501, Doi:10.3233/JIFS-219206. (SCI-E, Q3)

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  1. KOKLU MURAT, CINAR ILKAY, TASPINAR YAVUZ SELIM, (2022). CNN-based bi-directional and directional long-short term memory network for determination of face mask, Biomedical Signal Processing and Control, 71, 103216, 103216–0, Doi:10.1016/j.bspc.2021.103216. (SCI-E, Q2)

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  1. TASPINAR YAVUZ SELIM, KOKLU MURAT, ALTIN MUSTAFA, (2021). Classification of flame extinction based on acoustic oscillations using artificial intelligence methods, Case Studies in Thermal Engineering, 28, pp.101561-0, Doi:10.1016/j.csite.2021.101561. (SCI-E, Q1)

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  1. OZKAN ILKER ALI, KOKLU MURAT, SARACOGLU RIDVAN, (2021). Classification of Pistachio Species Using Improved k-NN Classifier, Progress in Nutrition, 23(2), pp.0-0, Doi:10.23751/pn.v23i2.9686. (SCI-E, Q4)

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  1. KOKLU MURAT, KURSUN RAMAZAN, TASPINAR YAVUZ SELIM, CINAR ILKAY, (2021). Classification of Date Fruits into Genetic Varieties Using Image Analysis, Mathematical Problems in Engineering, Volume 2021, pp.1–13, DOI:10.1155/2021/4793293. (SCI-E, Q4)

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  1. KOKLU MURAT, TASPINAR YAVUZ SELIM, (2021). Determining the Extinguishing Status of Fuel Flames With Sound Wave by Machine Learning Methods, IEEE Access, 9, pp.86207-86216, Doi:10.1109/ACCESS.2021.3088612. (SCI-E, Q1)

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  1. KOKLU MURAT, SARIGIL SEYMA, OZBEK OSMAN, (2021). The Use of Machine Learning Methods in Classification of Pumpkin Seeds (Cucurbita Pepo L.), Genetic Resources and Crop Evolution, 68(6), pp.2713-2726, Doi:10.1007/s10722-021-01226-0. (SCI-E, Q3)

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  1. KOKLU MURAT, CINAR ILKAY, TASPINAR YAVUZ SELIM, (2021). Classification of Rice Varieties with Deep Learning Methods. Computers and Electronics in Agriculture, 187, pp.1-8. Doi:10.1016/j.compag.2021.106285. (SCI-E, Q1)

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  1. KOKLU MURAT, OZKAN ILKER ALI, (2020). Multiclass classification of dry beans using computer vision and machine learning techniques. Computers and Electronics in Agriculture, 174, pp.1-11, Doi:10.1016/j.compag.2020.105507. (SCI-E, Q1)

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  1. OZKAN ILKER ALI, KOKLU MURAT, SERT IBRAHIM UNAL, (2018). Diagnosis of urinary tract infection based on artificial intelligence methods. Computer Methods and Programs in Biomedicine, 166, pp.51-59, Doi:10.1016/j.cmpb.2018.10.007. (SCI-E, Q1)

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  1. KOKLU MURAT, KAHRAMANLI HUMAR, ALLAHVERDI NOVRUZ, (2014). A new accurate and effıcıent approach to extract classification rules. Journal of the Faculty of Engineering and Architecture of Gazi University, 29(3), pp.477-486, Doi: 17341/gummfd.89433. (SCI-E, Q4)

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  1. KOKLU MURAT, KAHRAMANLI HUMAR, ALLAHVERDI NOVRUZ, (2012). A New Approach to Classification Rule Extraction Problem by the Real Value Coding, International Journal of Innovative Computing, Information and Control, 8(9), pp.6303-6315. (SCI-E)

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  • ARTICLES PUBLISHED IN OTHER INDEXES

  1. TASPINAR YAVUZ SELIM, KOKLU MURAT, ALTIN MUSTAFA, (2021). Fire Detection in Images Using Framework Based on Image Processing Motion Detection and Convolutional Neural Network, International Journal of Intelligent Systems and Applications in Engineering, 9(4), pp.171-177, DOI: 10.18201/ijisae.2021473636. (SCOPUS, TR Index)

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  1. CINAR ILKAY, KOKLU MURAT, (2021). Determination of Effective and Specific Physical Features of Rice Varieties by Computer Vision In Exterior Quality Inspection, Selcuk Journal of Agriculture and Food Sciences, 35(3), pp.229-243, DOI:15316/SJAFS.2021.252. (TR Index)

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  1. TASPINAR YAVUZ SELIM, CINAR ILKAY, KOKLU MURAT, (2021). Improvement of Football Match Score Prediction by Selecting Effective Features for Italy Serie A League, Manas Journal of Engineering, 9(1), pp.1-9, Doi:10.51354/mjen.802818. (TR Index)

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  1. TASPINAR YAVUZ SELIM, CINAR ILKAY, KOKLU MURAT, (2021). Prediction of Computer Type Using Benchmark Scores of Hardware Units. Selcuk University Journal of Engineering Sciences, 20(1), pp.11-17.

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  1. SHAFEEQ KANAAN SHAKIR ALDOORI, TASPINAR YAVUZ SELIM, KOKLU MURAT, (2021). Distracted Driving Detection with Machine Learning Methods by CNN Based Feature Extraction. International Journal of Applied Mathematics Electronics and Computers, 9(4), pp.116-121, DOI:10.18100/ijamec.1035749.

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  1. TASPINAR YAVUZ SELIM, SARITAS MUCAHID MUSTAFA, CINAR ILKAY, KOKLU MURAT, (2020). Gender Determination Using Voice Data. International Journal of Applied Mathematics Electronics and Computers, 8(4), pp.232-235, Doi: 18100/ijamec.809476.

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  1. CINAR ILKAY, TASPINAR YAVUZ SELIM, SARITAS MUCAHID MUSTAFA, KOKLU MURAT, (2020). Feature Extraction and Recognition on Traffic Sign Images. Selçuk Universitesi-Selçuk-Teknik Dergisi, pp.282-292.

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  1. ISITAN MEHMET, KOKLU MURAT, (2020). Comparison and Evaluation of Cross Platform Mobile Application Development Tools. International Journal of Applied Mathematics Electronics and Computers, 8(4), pp.273-281, Doi:10.18100/ijamec.832673.

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  1. KILCI OYA, KOKLU MURAT, (2020). Bifacial And Monofacial Photovoltaik Modul With Tracker System Analysis. Journal of Amasya University the Institute of Sciences and Technology, 1(2), pp.101-115.

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  1. CINAR ILKAY, KOKLU MURAT, TASDEMIR SAKIR, (2020). Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods. Gazi Mühendislik Bilimleri Dergisi, 6(3), pp.200- 209. (TR Index)

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  1. TASPINAR YAVUZ SELIM, KOKLU MURAT, ALTIN MUSTAFA (2020), Identification of the English Accent Spoken in Different Countries by the k-Nearest Neighbor Method. International Journal of Intelligent Systems and Applications in Engineering, 8(4), pp.191-194, Doi:10.18201/ijisae.2020466312. (SCOPUS, TR Index)

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  1. KOKLU MURAT, TUTUNCU KEMAL, SULAK SULEYMAN ALPASLAN, KOCAK EMRAH (2019), Investigation of Opinions of Teachers about Extremism (Sample of Turkey and European Union Member Countries). Research on Education and Psychology, 3(2), pp.91-101.

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  1. KOKLU MURAT, TUTUNCU KEMAL, SULAK SULEYMAN ALPASLAN, KOCAK EMRAH (2019), Investigation of Extremism Behaviors of Young People in Turkey and Member Countries of European Union. Research on Education and Psychology, 3(2), pp.142-155.

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  1. KILCI OYA, KOKLU MURAT (2019), The Importance of Fixed and Variable Angle in Solar Power Plants Analysis. International Journal of Applied Mathematics Electronics and Computers, 7(4), pp.75-83, Doi: 18100/ijamec.653371.

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  1. CINAR ILKAY, KOKLU MURAT (2019), Classification of Rice Varieties Using Artificial Intelligence Methods. International Journal of Intelligent Systems and Applications in Engineering, 7(3), pp.188- 194, Doi:10.18201/ijisae.2019355381. (SCOPUS, TR Index)

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  1. SULAK SULEYMAN ALPASLAN, TUTUNCU KEMAL, KOKLU MURAT (2018), An Investigation of Students, Parents and Teachers’ Satisfaction in Science High Schools in Konya Province in Terms of Some Variabilities. Journal of Education and Training, 5(2), pp.47-62, Doi:10.5296/jet.v5i2.13308.

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  1. SULAK SULEYMAN ALPASLAN, KOKLU MURAT, TUTUNCU KEMAL (2018), Determining The Professional Tendency Of Students Who Study At Science High School. International Education and Research Journal, 4(6), pp.28-31, Doi:10.21276/2454-9916.

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  1. KOKLU MURAT, TUTUNCU KEMAL (2017), Classification of Chronic Kidney Disease with Most Known Data Mining Methods. International Journal of Advances in Science Engineering and Technology, 5(1), pp.14-18.

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  1. SARITAS ISMAIL, KOKLU MURAT, TUTUNCU KEMAL (2017), Performance of Classification Techniques on Parkinson’s Disease. International Journal of Advances in Science Engineering and Technology, 5(1), pp.9-13, Doi:IJASEAT-IRAJ-DOI-7193.

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  1. SARITAS MUCAHID MUSTAFA, KOKLU MURAT, OZKAN ILKER ALI (2017), A Novel Embedded System on Cold Box Design for The Cold Chain. International Journal of Applied Mathematics, Electronics and Computers, 5(4), pp.67-70, Doi:10.18100/ijamec.2017436077.

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  1. TUTUNCU KEMAL, CATALTAS OZCAN, KOKLU MURAT (2017), Occupancy Detection Through Light, Temperature, Humidity and CO2 Sensors Using ANN. International Journal of Industrial Electronics and Electrical Engineering, 5(2), pp.63-67, Doi:IJIEEE-IRAJ-DOI-6981.

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  1. OZKAN ILKER ALI, KOKLU MURAT (2017), Skin Lesion Classification using Machine Learning Algorithms. International Journal of Intelligent Systems and Applications in Engineering, 5(4), pp.285-289, Doi:10.18201/ijisae.2017534420. (SCOPUS, TR Index)

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  1. KOKLU MURAT, TUTUNCU KEMAL (2016), Performance of Classification Techniques on Medical Datasets. International Journal of Biomedical Science & Bioinformatics, 3(1), pp.5-9.

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  1. TUTUNCU KEMAL, KOKLU MURAT (2016), Comparison of Classification Techniques on Dermatological Dataset. International Journal of Biomedical Science & Bioinformatics, 3(1), pp.10- 13, DOI:10.15224/978-1-63248-078-1-119.

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  1. KOKLU MURAT, SABANCI KADIR (2016), Estimation of Credit Card Customers Payment Status by Using kNN and MLP. International Journal of Intelligent Systems and Applications in Engineering, 4, pp.249-251, Doi:10.18201/ijisae.2016SpecialIssue-146983. (SCOPUS, TR Index)

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  1. KOKLU MURAT, SABANCI KADIR, UNLERSEN MUHAMMED FAHRI (2016), Classification of Heuristic Information by Using Machine Learning Algorithms. International Journal of Intelligent Systems and Applications in Engineering, 4, pp.252-254, Doi:10.18201/ijisae.2016SpecialIssue-146984. (SCOPUS, TR Index)

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  1. SABANCI KADIR, KOKLU MURAT, AYDIN CEVAT (2015), Development of Control Board of Microcontroller Based Automatic Cow Scratching Machine. International Journal of Applied Mathematics, Electronics and Computers, 3(4), pp.252-255, Doi:10.18100/ijamec.50488.

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  1. SABANCI KADIR, KOKLU MURAT, EKINCI SERAFETTIN (2015), Determination of Nitinol Fibers Performances by Means of Embedded Systems. International Journal of Applied Mathematics, Electronics and Computers, 3(2), pp.136-138, Doi:10.18100/ijamec.72204

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  1. SABANCI KADIR, KOKLU MURAT (2015), The Classification of Eye State by Using kNN and MLP Classification Models According to the EEG Signals. International Journal of Intelligent Systems and Applications in Engineering, 3(4), pp.127-130, Doi:10.18201/ijisae.75836. (SCOPUS, TR Index)

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  1. SABANCI KADIR, KOKLU MURAT, UNLERSEN MUHAMMED FAHRI (2015), Classification of Siirt and Long Type Pistachios Pistacia vera L. by Artificial Neural Networks. International Journal of Intelligent Systems and Applications in Engineering, 3(2), pp.86-89, Doi:10.18201/ijisae.74573. (SCOPUS, TR Index)

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  1. KOKLU MURAT, UNAL YAVUZ (2013), Analysis of a Population of Diabetic Patients Databases with Classifiers. International Journal of Medical, Health, Biomedical, Bioengineering and Pharmaceutical Engineering, 7(8), pp.481-483, Doi:10.5281/zenodo.1086795

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  1. UNAL YAVUZ, KOKLU MURAT, EKIM UFUK (2012), Analysis of University Student’s Successes in Minor and Double Major Undergraduate Programs with Data Mining. Journal of Educational and Instructional Studies in The World, 2(3), pp.130-134.

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  1. UNAL YAVUZ, EKIM UFUK, KOKLU MURAT (2011), An Investigation Of University Students Success In Common Compulsory Lessons Via K-Means Algorithms. E-Journal of New World Sciences Academy Engineering Sciences, 6(1), pp.342-347.

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  1. TUTUNCU KEMAL, KOKLU MURAT, UNAL YAVUZ (2011), Design of Question Bank Based on Internet. International Journal of Arts & Sciences, 4(8), pp.133-140.

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  1. KOKLU MURAT, GENC ASIR (2011), Distance Education of Graduates Statistic Lessons. International Journal of Multidisciplinary Thought, 1(7), pp.133-140.

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  1. CINAR ILKAY, KOKLU MURAT, OZKAN ILKER ALI (2018), Investigation of Occupational Health and Safety Awareness of Workers in Metal Industry (Konya Province Example), Kilis 7 Aralık Üniversitesi Sosyal Bilimler Dergisi, 8(16), pp.349-364, Doi:10.31834/kilissbd.457309.

(Kontrol No: 4778107)

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INTERNATIONAL CONFERENCE PAPERS PUBLISHED IN PROCEEDINGS

(Full Text Paper/Oral Presentation)

  1. TUNC ALI, TASDEMIR SAKIR, KOKLU MURAT (2020), Fuzzy Based Noise Removal, Age Group and Gender Prediction with CNN. International Conference on Intelligent and Fuzzy Systems (INFUS’20), 1197, pp.204-212, Doi:10.1007/978-3-030-51156-2_25, Istanbul, TURKEY.

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  1. KILCI OYA, KOKLU MURAT (2019), Fixed and Variable Angle Solar Energy Plant Analysis. International Conference on Engineering Technologies (ICENTE’19), 1, pp.147-152, Konya, TURKEY.
  2. SAHMAN HAKAN, KARABULUT ABDURRAHMAN, SAHMAN MEHMET AKIF, KOKLU MURAT, TUTUNCU KEMAL (2019), Survey of Engineering Students’ Cognitive Level of Industry 4.0. International Conference on Engineering Technologies (ICENTE’19), pp.404-408, Konya, TURKEY.
  3. KOKLU MURAT, TUTUNCU KEMAL (2019), Tree based classification methods for occupancy detection. International Conference on Engineering Research and Applications (ICERA-2019), 675(012032), pp.1-6, Moscow, RUSSIA.
  4. OZKAN ILKER ALI, KOKLU MURAT (2019), Classification of Walnut Using Image Processing and Fuzzy Inference Method. 8th International Conference on Advanced Technologies (ICAT’19), 1, pp.432-435, Sarajevo, BOSNIA-HERZEGOVINA.
  5. UNLERSEN MUHAMMED FAHRI, KOKLU MURAT, SABANCI KADIR (2018), Examination of Machine Learning Methods in Hand Posture Estimation. International Conference on Engineering Technologies (ICENTE’18), pp.146-148, Konya, TURKEY.
  6. SABANCI KADIR, KOKLU MURAT, UNLERSEN MUHAMMED FAHRI (2018), Comparison of Various Machine Learning Methods on Wart Treatment Performance of Cryotherapy. International Conference on Engineering Technologies (ICENTE’18), pp.583-586, Konya, TURKEY.
  7. SARITAS MUCAHID MUSTAFA, KOKLU MURAT (2018), Comparison of Different Machine Learning Methods in Breast Cancer Diagnosis. International Conference on Engineering Technologies (ICENTE’18), pp.606-609, Konya, TURKEY.
  8. CINAR ILKAY, OZKAN ILKER ALI, KOKLU MURAT (2018), Fuzzy Logic Based Controller Design for Control of Ventilation Systems. International Conference on Engineering Technologies (ICENTE’18), pp.194-199, Konya, TURKEY.
  9. OZKAN ILKER ALI, TEZCAN BURAK, KOKLU MURAT (2018), Artificial Neural Network Approach for Heart Disease Prediction. 3rd International Conference on Engineering Technology and Applied Sciences (ICETAS), pp.342-346, Skopje, NORTH MACEDONIA.
  10. UNLERSEN MUHAMMED FAHRI, SABANCI KADIR, KOKLU MURAT (2018), Performance Comparison of Machine Learning Methods in Terms of Indoor Location Estimation. 7th International Conference on Advanced Technologies (ICAT’18), pp.736-738, Antalya, TURKEY.
  11. OZKAN ILKER ALI, KOKLU MURAT (2018), A Study on Thyroid Disease Diagnosis Using Artificial Neural Network with Firefly Training Algorithm. 7th International Conference on Advanced Technologies (ICAT’18), pp.1097-1100, Antalya, TURKEY.
  12. SABANCI KADIR, KOKLU MURAT, UNLERSEN MUHAMMED FAHRI (2018), Prediction of Spinal Anomalies by Using Machine Learning Methods. 7th International Conference on Advanced Technologies (ICAT’18), pp.739-741, Antalya, TURKEY.
  13. AYDIN ARIF, KOKLU MURAT, OZKAN ILKER ALI (2017), A Comparative Study of Modeling of Chronic Kidney Disease Using Data Mining. 6th International Conference on Advanced Technology Sciences (ICAT’Riga), pp.229-235, Riga, LETONIA.
  14. SERT IBRAHIM UNAL, OZKAN ILKER ALI, KOKLU MURAT (2017), Predicting Seminal Quality with Artificial Neural Network. 6th International Conference on Advanced Technology Sciences (ICAT’Riga), pp.262-265, Riga, LETONIA.
  15. UNLERSEN MUHAMMED FAHRI, KOKLU MURAT, SABANCI KADIR (2017), Determination of Plant Species Using Various Artificial Neural Network Structures. 5th International Conference on Advanced Technology Sciences (ICAT’17), 1, pp.281-283, Istanbul, TURKEY.
  16. KOKLU MURAT, SABANCI KADIR, UNLERSEN MUHAMMED FAHRI (2017), Human Limb Movement Estimation by Artificial Neural Network Using Brain Wave Signals. 5th International Conference on Advanced Technology Sciences (ICAT’17), 1, pp.202-204, Istanbul, TURKEY.
  17. SABANCI KADIR, UNLERSEN MUHAMMED FAHRI, KOKLU MURAT (2017), Seed Quality Control by Using Artificial Neural Network. 5th International Conference on Advanced Technology Sciences (ICAT’17), 1, pp.284-286, Istanbul, TURKEY.
  18. KOKLU MURAT, TUTUNCU KEMAL (2016), Classification of Chronic Kidney Disease with Most Known Data Mining Methods. 45th ISER International Conference, pp.21-25, Rabat, MOROCCO.
  19. TUTUNCU KEMAL,CATALTAS OZCAN,KOKLU MURAT (2016), Occupancy Detection Through Light Temperature Humidity And CO2 Sensors Using Ann. 45th ISER International Conference, pp.16-20, Rabat, MOROCCO.
  20. SARITAS ISMAIL, KOKLU MURAT, TUTUNCU KEMAL (2016), Performance of Classification Techniques on Parkinson’s Disease. 45th ISER International Conference, pp.11-15, Rabat, MOROCCO.
  21. TUTUNCU KEMAL, KOKLU MURAT, CATALTAS OZCAN (2016), Comparison of Classification Techniques on Leaf Dataset. 4th International Conference on Advanced Technology Sciences (ICAT’Rome), pp.144-148, Roma, ITALY.
  22. KURSUN RAMAZAN, GOLCUK ADEM, BUBER MUSTAFA, KOKLU MURAT (2016), Balance Control System Application for On Vehicle Mobile Crane. International Conference on Advanced Technology & Sciences (ICAT’16), pp.1085-1087, Konya, TURKEY.
  23. TUTUNCU KEMAL, KOKLU MURAT (2015), Comparison of Classification Techniques on Dermatological Dataset. 3rd International Conference on Advances in Bio-Informatics and Enviromental Engineering (ICABEE’2015), pp.76-79, Doi:10.15224/978-1-63248-078-1-119, Roma, ITALY.
  24. KOKLU MURAT, TUTUNCU KEMAL (2015), Performance of Classification Techniques on Medical Datasets. 3rd International Conference on Advances in Bio-Informatics and Environmental Engineering (ICABEE’2015), pp.71-75, Doi:10.15224/978-1-63248-078-1-118, Roma, ITALY.
  25. SABANCI KADIR, KOKLU MURAT (2015), The Classification of Eye State by Using kNN and MLP Classification Models According to the EEG Signals. 2nd International Conference on Advanced Technology Sciences (ICAT’15), pp.490-493, Antalya, TURKEY.
  26. KOKLU MURAT, KAHRAMANLI HUMAR, ALLAHVERDI NOVRUZ (2015), Applications of Rule Based Classification Techniques for Thoracic Surgery. International Conference Management, Knowledge and Learning and Technology, Innovation and Industrial Management (MakeLearn and TIIM 2015), pp.1991-1998, Bari, ITALY.
  27. SABANCI KADIR, KOKLU MURAT, EKINCI SERAFETTIN (2014), Determination of Nitinol Fibers Performances by Means of Embedded Systems. International Conference on Advanced Technology Sciences (ICAT’14), pp.1058-1060, Antalya, TURKEY.
  28. SABANCI KADIR, KOKLU MURAT, UNLERSEN MUHAMMED FAHRI (2014), Classification of Siirt and Long Type Pistachios Pistacia vera L by Artificial Neural Networks. International Conference on Advanced Technology Sciences (ICAT’14), pp.1061-1064, Antalya, TURKEY.
  29. KOKLU MURAT, TUTUNCU KEMAL (2014), Qualitative Bankruptcy Prediction Rules Using Artificial Intelligence Techniques. International Conference on Challenges in IT, Engineering and Technology (ICCIET’2014), pp.21-25, Doi:10.15242/IIE.E0714023, Phuket,
  30. TUTUNCU KEMAL, KOKLU MURAT (2014), A New Expert System Shell in Turkish Language for Training. International Conference on Challenges in IT, Engineering and Technology (ICCIET’2014), pp.26-30, Doi:10.15242/IIE.E0714024, Phuket,
  31. SABANCI KADIR, KOKLU MURAT, AYDIN CEVAT (2013), Microcontroller Controlled Smart Irrigation System Design. International Conference on Electronics Design and Manufacturing Technology (Mathematical Methods and Optimization Techniques in Engineering), pp.135-139, Antalya, TURKEY.
  32. KOKLU MURAT, UNAL YAVUZ (2013), Analysis of a Population of Diabetic Patients Databases with Classifiers. World Academy of Science, Engineering and Technology, 1(8), pp.776-778, Paris, FRANCE.
  33. KOKLU MURAT, KAHRAMANLI HUMAR, ALLAHVERDI NOVRUZ (2013), Classification Rule Extraction Using Artificial Immune System CLONALG and its Application. 4th International Conference on Mathematical and Computational Applications (ICMCA-2013), pp.283-292, Manisa, TURKEY.
  34. KOKLU MURAT, SAG TAHIR (2012), The Design of Online Question Bank for Programming Language. International Academic Conference, International Institute of Social and Economic Sciences (IISES), pp.231-244, Dubrovnik, CROATIA.
  35. TUTUNCU KEMAL, KOKLU MURAT (2012), Animation and Simulation Design for Electronics Circuit Course. International Academic Conference, International Institute of Social and Economic Sciences (IISES), pp.502-509, Doi: 78‐80‐905241‐1‐8, Dubrovnik, CROATIA.
  36. UNAL YAVUZ, KOKLU MURAT, EKIM UFUK (2012), Analysis of University Student’s Successes in Minor and Double Major Undergraduate Programs With Data Mining. International Conference on New Trends in Education and Their Implications, pp.2301-2305, Antalya, TURKEY.
  37. UNAL YAVUZ, KOKLU MURAT, TASKIRAN UGUR (2010), Application of Data Mining Teqniques on Backpain Patient Data. International Science Technology Conference (ISTEC-2010), pp.127-132, Famagusta, KKTC.
  38. UNAL YAVUZ, KOKLU MURAT, TASKIRAN UGUR (2010), Examining the Factors That Affect The University student s atendace to The Socio Cultural Activities by Using data Mining. 4th International Computer and Instructional Technologies Symposium (ICITS-2010), pp.1025-1029, Konya, TURKEY.
  39. KOKLU MURAT, TASKIRAN UGUR, UNAL YAVUZ (2010), Application of Web Aided Education on Laboratory of The Introduction to Electronic Technologies Course. 4th International Computer and Instructional Technologies Symposium (ICITS-2010), pp.684-690, Konya, TURKEY.
  40. UNAL YAVUZ, KOKLU MURAT, ISIK HAKAN (2010), Analyses of Influence of Types of the High School Students Attend on the Lectures of Specialised Field They Take by Datamining Methods Sample of Selcuk University. Internatonal Symposium on Inovatons in Intelligent Systems and Applications (INISTA), pp.312-316, Kayseri, TURKEY.
  41. UNAL YAVUZ, KOKLU MURAT, ISIK HAKAN (2010), Applying Aprori Algorithm for the Data of Traffic Accident (Sample for the City Centre of Konya). International Symposium on Inovatons in Intelligent Systems and Applications (INISTA), pp.496-499, Kayseri, TURKEY.
  42. KOKLU MURAT, YILMAZ OMER,ESGI NECMI,UNAL YAVUZ (2010), A Study to Identify the Level of Technology use on Vocaitonal Area in Primery Education Inspectors Via the Methods of Data Mining Sample of The Blacksea Region. 10th International Educational Technology Conference (IETC-2010), 1, pp.86-89, Istanbul, TURKEY.
  43. KOKLU MURAT, TASKIRAN UGUR, UNAL YAVUZ (2010), Web Aided Teaching of Circuit Analysis Laboratory Courses. 10th International Educational Technology Conference (IETC-2010), pp.1749- 1753, Istanbul, TURKEY.
  44. KOKLU MURAT, TASKIRAN UGUR, UNAL YAVUZ (2010), Web Aided Training of Measurement Devices and Circuit Elements Used in Electronics Laboratories. 10th International Educational Technology Conference (IETC-2010), 3, pp.1754-1758, Istanbul, TURKEY.
  45. AYDIN CEVAT, KOKLU MURAT, YILDIRIM ISKENDER (2008), Determinations of Egg Shell Cracks Using a Pendulum Testing of Table Eggs. 10th International Congress on Mechanization and Energy in Agriculture, pp.991-995, Antalya, TURKEY.
  46. BASCIFTCI FATIH, KOKLU MURAT (2004), Distance Learning Productivity. 3rd FAE International Symposium, pp.315-318, Lefke, KKTC.

INTERNATIONAL CONFERENCE PAPERS PUBLISHED IN PROCEEDINGS

(Abstract Paper/Oral Presentation)

  1. TASPINAR YAVUZ SELIM, SARITAS MUCAHID MUSTAFA, CINAR ILKAY, KOKLU MURAT (2020), Gender Determination Using Voice Data. 9th International Conference on Advanced Technologies (ICAT’20), pp.15, Istanbul, TURKEY.
  2. CINAR ILKAY, TASPINAR YAVUZ SELIM, SARITAS MUCAHID MUSTAFA, KOKLU MURAT (2020), Feature Extraction and Recognition on Traffic Sign Images. 9th International Conference on Advanced Technologies (ICAT’20), pp.24, Istanbul, TURKEY.
  3. TASPINAR YAVUZ SELIM, KOKLU MURAT, ALTIN MUSTAFA (2020), Identification of English According with K-Nearest Neighbor Talked in Different Countries. 9th International Conference on Advanced Technologies (ICAT’20), pp.16, Istanbul, TURKEY.
  4. SARITAS MUCAHID MUSTAFA, CINAR ILKAY, TASPINAR YAVUZ SELIM, KOKLU MURAT (2020), Determination of Risk of Death Caused by Heart Failure by Random Forest Method. 9th International Conference on Advanced Technologies (ICAT’20), pp.11, Istanbul, TURKEY.
  5. SARITAS MUCAHID MUSTAFA, KOKLU MURAT (2019), Autistic Spectrum Disorder Classification Using Artificial Intelligence Techniques. 8th International Conference on Advanced Technologies (ICAT’19), pp. 24, Konya, TURKEY.
  6. OZKAN ILKER ALI, KOKLU MURAT (2017), Prediction of Melanoma Disease Using Artificial Neural Network. International Conference on Engineering Technologies (ICENTE’17), pp.28, Konya, TURKEY.
  7. CINIVIZ MURAT, KOKLU MURAT (2017), A Comparative Performance Evaluation of Classification Techniques on Car Evaluation Dataset. 5th International Conference on Advanced Technology Sciences (ICAT’17), pp.46, Riga, LETONIA.
  8. KOKLU MURAT (2016), Classification of Mesothelioma Disease with Data Mining Methods. 4th International Conference on Advanced Technology Sciences (ICAT’Rome), pp.85, Roma, ITALY.
  9. KOKLU MURAT, SABANCI KADIR, UNLERSEN MUHAMMED FAHRI (2016), Classification of Heuristic Information by Using Machine Learning Algorithms. 3rd International Conference on Advanced Technology Sciences (ICAT’16), pp.140, Konya, TURKEY.
  10. KOKLU MURAT, SABANCI KADIR (2016), Classification of Credit Card Customers Payment Status by Using KNN and MLP Algorithms. 3rd International Conference on Advanced Technology Sciences (ICAT’16), pp.141, Konya, TURKEY.
  11. SARACOGLU RIDVAN, KOKLU MURAT (2015), A Study of Classification of Vertebral Column Disease. 2nd International Conference on Advanced Technology Sciences (ICAT’15), pp.87, Antalya, TURKEY.
  12. KOKLU MURAT, KAHRAMANLI HUMAR, ALLAHVERDI NOVRUZ (2014), Survey of Classification Rule Extraction Algorithms – A Case Study. International Conference on Advanced Technology Sciences (ICAT’14), pp.249, Antalya, TURKEY.
  13. TUTUNCU KEMAL, KOKLU MURAT, UNAL YAVUZ (2011), The Design of Question Bank Based on Internet. International Conference on New Horizons in Education (INTE-2011), pp.815, Guarda, PORTUGAL.
  14. KOKLU MURAT, GENC ASIR (2011), Distance Education of Graduates Statistic Lessons. International Conference on New Horizons in Education (INTE-2011), pp.339-341, Guarda, PORTUGAL.

NATIONAL CONFERENCE PAPERS PUBLISHED IN PROCEEDINGS

(Full Text Paper/Oral Presentation)

  1. UNAL YAVUZ, EKIM UFUK, KOKLU MURAT (2010), Üniversite Oğrencilerinin Ortak Zorunlu Derslerdeki Başarılarının K Means Algoritması ile İncelenmesi. Bilimde Modern Yöntemler Sempozyumu (BMYS), pp.94-101, Diyarbakir, TURKEY.
  2. KOKLU MURAT, GENC ASIR (2005), Internet Ortamında Istatistik Eğitimi. 4th International Advanced Technologies Symposium (IATS-2005), 1, pp.142-147, Konya, TURKEY.
  3. UNAL YAVUZ, KOKLU MURAT, ISIK HAKAN, ORNEK MUSTAFA NEVZAT (2005), Uzman Sistem Yardımıyla Network Arıza Tesbiti. 4th International Advanced Technologies Symposium (IATS-2005), 1, pp.239-244, Konya, TURKEY.
  4. BASCIFTCI FATIH, KOKLU MURAT (2005), Uzaktan Eğitim Ile Text Tabanlı Programlama Dili Derslerinin Verilmesi. 5th International Educational Technology Conference (IETC-2005), pp.659-663, Sakarya, TURKEY.
  5. KOKLU MURAT, BASCIFTCI FATIH (2005), Görsel Programlama Dillerinin Uzaktan Eğitimle Verilmesi. 5th International Educational Technology Conference (IETC-2005), pp.274-278, Sakarya, TURKEY.
  6. KOKLU MURAT, GENC ASIR, BASCIFTCI FATIH (2004), Istatistiksel Paket Programların Simülasyon Yardımıyla Performanslarının Değerlendirilmesi. 4th International Educational Technology Conference (IETC-2004), pp.511, Sakarya, TURKEY.

NATIONAL CONFERENCE PAPERS PUBLISHED IN PROCEEDINGS

(Abstract Paper/Oral Presentation)

  1. KOKLU MURAT, SULAK SULEYMAN ALPASLAN (2008), Elektronik Derslerinin Laboratuvarında Bulunan Cihazların Kullanımı Için Materyallerin Hazırlanması. 8th International Educational Technology Conference (IETC-2008), pp.793, Eskisehir, TURKEY.