Selçuk University mkoklu@selcuk.edu.tr
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Research

Publications

Articles, conference papers and book chapters.

2026 2

  1. Conference Paper

    Design and Development of an Open Data Sharing Platform: CITEDATA

    Fatma Beyza Ayvaz, Murat Köklü

    9th International Conference on Applied Engineering and Natural Sciences InternationalFull Paper

  2. Conference Paper

    Bibliometric Analysis of Child-Robot Interaction Studies Published Between 2016 and 2025

    Burcu Ozulku, Murat Köklü

    7th International Conference on Scientific and Innovative Studies InternationalFull Paper

2025 14

  1. Conference Paper

    Management of Spot Supplier Processes through a Secure Messaging System in Logistics Operations

    Müslüme Beyza Yıldız, Serkan Gerz, Ensar Günaydın, Hilal Korkmaz, Murat Köklü

    5th International Conference on Recent Academic Studies InternationalAbstract Paper

  2. Conference Paper

    Time Management in Logistics Operations and Personnel Productivity Analysis Using Artificial Intelligence

    Serkan Gerz, Tunc Aydın, Selime Sinem Bahar, Müslüme Beyza Yıldız, Murat Köklü

    5th International Conference on Recent Academic Studies InternationalAbstract Paper

  3. Conference Paper

    Classification Of Hair Types with Deep Learning Methods

    Büşra Dertli, Murat Köklü

    5th International Conference on Trends in Advanced Research InternationalFull Paper

  4. Conference Paper

    Violence Detection in Video Using Hybrid Models Based on MobileNetV2

    Cengizhan Tümer, Bahriye İşgör, Murat Köklü

    5th International Conference on Trends in Advanced Research InternationalFull Paper

  5. Conference Paper

    Machine Learning-Based Kidney Disease Detection Using Deep Features from SqueezeNet

    Ramazan Kurşun, Mücahid Mustafa Sarıtaş, Murat Köklü

    6th International Conference on Innovative Academic Studies InternationalFull Paper

  6. Conference Paper

    Machine Learning-Based Detection of Solar Panel Surface Defects Using Deep Features from InceptionV3

    Oya Kılcı, Murat Köklü

    4th International Conference on Trends in Advanced Research InternationalFull Paper

  7. Conference Paper

    Effectiveness of SIFT Features in Enhancing Watermelon Leaf Disease Classification Accuracy

    Ramazan Kurşun, Murat Köklü

    26th International Conference on Computer Systems and Technologies InternationalFull Paper

  8. Conference Paper

    Classification of Eggplant Diseases Using Feature Extraction with AlexNet and Random Forest

    Ramazan Kurşun, Murat Köklü

    4th International Conference on Contemporary Academic Research InternationalFull Paper

  9. Conference Paper

    Old-Alphabet Ottoman Turkish to Latin Based Turkish Translation Systems and Current Situation Analysis

    Abdulkadir Öztürk, Abdulkerim Saka, Murat Köklü

    2nd International Conference on Modern and Advanced Research InternationalFull Paper

  10. Conference Paper

    Artificial Intelligence and Deep Learning Approaches to Human-Wildlife Conflict: A Bibliometric Analysis (2015–2024)

    İbrahim Akbaş, Murat Köklü

    7th International Conference on Innovative Academic Studies InternationalFull Paper

  11. Conference Paper

    Detection of Bone Fractures in X-ray Images with Machine Learning Methods Using InceptionV3 Deep Features

    Mücahid Mustafa Sarıtaş, Ramazan Kurşun, Murat Köklü

    3rd International Conference on Pioneer and Innovative Studies InternationalFull Paper

  12. Conference Paper

    Evaluation of CNN Models for Multi-Class Gear Fault Detection Using Waveform Images

    Mücahid Mustafa Sarıtaş, Oya Kılcı, Murat Köklü

    3nd International Conference on Intelligent Systems and New Applications (ICISNA'25) InternationalFull Paper

  13. Conference Paper

    Deep Learning Methods for the Classification of Turkish Music Genres

    Muhammed Emınoglu, Murat Köklü

    3nd International Conference on Intelligent Systems and New Applications (ICISNA'25) InternationalFull Paper

  14. Conference Paper

    An Explainable Deep Learning Framework for Agtron-Based Coffee Roast Classification Using Grad-CAM

    Havva Hazel Aras, Yusuf Eryeşil, Murat Köklü

    3nd International Conference on Intelligent Systems and New Applications (ICISNA'25) InternationalFull Paper

2024 11

  1. Conference Paper

    Bibliometric analysis of deep learning applications in dentistry

    Elham Tahsın Yasın, Mediha Ertürk, Melek Taşsöker Bulut, Murat Köklü

    FDI World Dental Congress InternationalAbstract Paper

  2. Conference Paper

    Biometric Analysis of Research Trends in Logistics and Artificial Intelligence For 2015-2024

    Selime Sinem Bahar, Müslüme Beyza Yıldız, Serkan Gerz, Elham Tahsın Yasın, Ahmet Göktaş, Murat Köklü

    2nd International Conference on Trends in Advanced Research ICTAR 2024 InternationalAbstract Paper

  3. Conference Paper

    Web Based Recycling Management and Monitoring System

    Emre Avuçlu, Gulistan Sena Karaguzel, Murat Köklü

    5th International Conference on Engineering and Applied Natural Sciences ICEANS 2024 InternationalFull Paper

  4. Conference Paper

    Web-Based Blood Stock Tracking and Donor Information Management System

    Emre Avuçlu, Sultan Karapınar, Murat Köklü

    5th International Conference on Engineering and Applied Natural Sciences ICEANS 2024 InternationalFull Paper

  5. Conference Paper

    Classification of Cauliflower Leaf Diseases Using Features Extracted From Squeezenet with Decision Tree and Random Forest

    Mücahid Mustafa Sarıtaş, Murat Köklü

    4th International Conference on Frontiers in Academic Research InternationalFull Paper

  6. Conference Paper

    Classification of Okra (Abelmoschus esculentus) Maturity Using Thermal Images and Machine Learning

    Elham Tahsın Yasın, Kemal Tütüncü, Murat Köklü

    International Conference on Science, Technology and Interdisciplinary Research (ICSTAR-24) InternationalFull Paper

  7. Conference Paper

    ViT-AlexNet: A Hybrid Approach for Chili Leaf Disease Classification

    Ramazan Kurşun, Murat Köklü

    International Conference on Science, Technology and Interdisciplinary Research (ICSTAR-24) InternationalFull Paper

  8. Conference Paper

    Classification of Guava Diseases Using Features Extracted from Squeezenet With Adaboost and Gradient Boosting

    Oya Kılcı, Murat Köklü

    4th International Conference on Frontiers in Academic Research InternationalFull Paper

  9. Conference Paper

    Deep Learning Model Based Classification of Pomegranate Fruit (Punica granatum) Diseases

    Elham Tahsın Yasın, Murat Köklü

    International Conference on Science, Technology and Interdisciplinary Research (ICSTAR-24) InternationalFull Paper

  10. Conference Paper

    Machine Learning-Based Classification of Mulberry Leaf Diseases

    Elham Tahsın Yasın, Ramazan Kurşun, Murat Köklü

    International Conference on Intelligent Systems and New Applications (ICISNA’24) InternationalFull Paper

  11. Conference Paper

    Classification of Sugarcane Leaf Disease with AlexNet Model

    Ramazan Kurşun, Elham Tahsın Yasın, Murat Köklü

    International Conference on Intelligent Systems and New Applications (ICISNA’24) InternationalFull Paper

2023 11

  1. Conference Paper

    Konik Işınlı Bilgisayarlı Tomografi Görüntülerinde Maksiller Sinüsün U-Net Derin Öğrenme Modeli İle Otomatik Segmentasyonu

    Büşra Öztürk, Yavuz Selim Taşpınar, Murat Köklü, Melek Taşsöker Bulut

    Türk Diş Hekimleri Birliği 27. Uluslararası Diş Hekimliği Kongresi InternationalAbstract Paper

  2. Conference Paper

    Classification of Organic and Recyclable Waste based on Feature Extraction and Machine Learning Algorithms

    Elham Tahsın Yasın, Murat Köklü

    International Conference on Intelligent Systems and New Applications (ICISNA’23) InternationalFull Paper

  3. Conference Paper

    Railway Track Fault Detection with ResNet Deep Learning Models

    Mücahid Mustafa Sarıtaş, Yavuz Selim Taşpınar, İlkay Çınar, Murat Köklü

    International Conference on Intelligent Systems and New Applications (ICISNA’23) InternationalFull Paper

  4. Conference Paper

    Machine Learning-Based Classification of Infected Date Palm Leaves Caused by Dubas Insects: A Comparative Analysis of Feature Extraction Methods and Classification Algorithms

    Ramazan Kurşun, Elham Tahsın Yasın, Murat Köklü

    Innovations in Intelligent Systems and Applications Conference (ASYU'2023) InternationalFull Paper

  5. Conference Paper

    The Effectiveness of Deep Learning Methods on Groundnut Disease Detection

    Ramazan Kurşun, Elham Tahsın Yasın, Murat Köklü

    11th International Conference on Advanced Technologies (ICAT'23) InternationalFull Paper

  6. Conference Paper

    Deep Learning-Based Classification of Black Gram Plant Leaf Diseases: A Comparative Study

    Elham Tahsın Yasın, Ramazan Kurşun, Murat Köklü

    11th International Conference on Advanced Technologies (ICAT'23) InternationalFull Paper

  7. Conference Paper

    Enhancing Quality Control: Defect State Classification of Taralli Biscuits with MobileNet-v2 and DenseNet-201

    Kemal Tütüncü, Elham Tahsın Yasın, Murat Köklü

    2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) InternationalFull Paper

  8. Conference Paper

    Enhancing Explainability in Plant Disease Classification using Score-CAM: Improving Early Diagnosis for Agricultural Productivity

    Ramazan Kurşun, Murat Köklü

    12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS'2023) InternationalFull Paper

  9. Conference Paper

    Detection of Defects in Soybean Seeds by Extracting Deep Features with Squeezenet

    Murat Köklü, Ramazan Kurşun, Elham Tahsin Yasin, Yavuz Selim Taşpınar

    12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS'2023) InternationalFull Paper

  10. Conference Paper

    Utilizing Random Forests for the Classification of Pudina Leaves through Feature Extraction with InceptionV3 and VGG19

    Elham Tahsın Yasın, Murat Köklü

    International Conference on New Trends in Applied Sciences (ICONTAS’23) InternationalFull Paper

  11. Conference Paper

    Development of Voice and Face Recognition Based Security Software for Biometric Systems

    Emre Avuçlu, Murat Köklü

    International Conference on New Trends in Applied Sciences (ICONTAS’23) InternationalFull Paper

2022 7

  1. Conference Paper

    Comparison of the Performances of Machine Learning Algorithms in Classification of Cardiotocography

    Emre Avuçlu, Murat Köklü

    10th International Conference on Advanced Technologies (ICAT'22) InternationalFull Paper

  2. Conference Paper

    Automatically Image Classification Based on a New CNN Architecture

    Öznur Özaltın, Murat Köklü, Aynur Yonar, Murtaza Özgür Yeniay

    III. International Applied Statistics Conference (UYIK'2022) InternationalFull Paper

  3. Conference Paper

    Classification of Hypertension Data Using Multinominal Logistics Regression Algorithm

    Emre Avuçlu, Murat Köklü

    10th International Conference on Advanced Technologies (ICAT'22) InternationalFull Paper

  4. Conference Paper

    Identification of Sheep Breeds by CNN- Based Pre-Trained Inceptionv3 Model

    Murat Köklü, İlkay Çınar, Yavuz Selim Taşpınar, Ramazan Kurşun

    2022 11th Mediterranean Conference on Embedded Computing (MECO) InternationalFull Paper

  5. Conference Paper

    Identification of Corneal Ulcers with Pre- Trained AlexNet Based on Transfer Learning

    İlkay Çınar, Yavuz Selim Taşpınar, Ramazan Kurşun, Murat Köklü

    2022 11th Mediterranean Conference on Embedded Computing (MECO) InternationalFull Paper

  6. Conference Paper

    Flower Recognition System with Optimized Features for Deep Features

    Ramazan Kurşun, İlkay Çınar, Yavuz Selim Taşpınar, Murat Köklü

    2022 11th Mediterranean Conference on Embedded Computing (MECO) InternationalFull Paper

  7. Conference Paper

    Edible and Poisonous Mushrooms Classification by Machine Learning Algorithms

    Kemal Tütüncü, İlkay Çınar, Ramazan Kurşun, Murat Köklü

    2022 11th Mediterranean Conference on Embedded Computing (MECO) InternationalFull Paper

2020 5

  1. Conference Paper

    Feature Extraction and Recognition on Traffic Sign Images

    İlkay Çınar, Yavuz Selim Taşpınar, Mücahid Mustafa Sarıtaş, Murat Köklü

    9th International Conference on Advanced Technologies (ICAT'20) InternationalAbstract Paper

  2. Conference Paper

    Gender Determination Using Voice Data

    Yavuz Selim Taşpınar, Mücahid Mustafa Sarıtaş, İlkay Çınar, Murat Köklü

    9th International Conference on Advanced Technologies (ICAT'20) InternationalAbstract Paper

  3. Conference Paper

    Identification of English According with K-Nearest Neighbor Talked in Different Countries

    Yavuz Selim Taşpınar, Murat Köklü, Mustafa Altın

    9th International Conference on Advanced Technologies (ICAT'20) InternationalAbstract Paper

  4. Conference Paper

    Determination of Risk of Death Caused by Heart Failure by Random Forest Method

    Mücahid Mustafa Sarıtaş, İlkay Çınar, Yavuz Selim Taşpınar, Murat Köklü

    9th International Conference on Advanced Technologies (ICAT'20) InternationalAbstract Paper

  5. Conference Paper

    Fuzzy Based Noise Removal, Age Group and Gender Prediction with CNN

    Ali Tunç, Şakir Taşdemir, Murat Köklü

    International Conference on Intelligent and Fuzzy Systems (INFUS'20) InternationalFull Paper

2019 5

  1. Conference Paper

    Autistic Spectrum Disorder Classification Using Artificial Intelligence Techniques

    Mucahıd Mustafa Sarıtaş, Murat Köklü

    8th International Conference on Advanced Technologies (ICAT'19) InternationalAbstract Paper

  2. Conference Paper

    Fixed and Variable Angle Solar Energy Plant Analysis

    Oya Kılcı, Murat Köklü

    International Conference on Engineering Technologies (ICENTE'19) InternationalFull Paper

  3. Conference Paper

    Classification of Walnut Using Image Processing and Fuzzy Inference Method

    İlker Ali Özkan, Murat Köklü

    8th International Conference on Advanced Technologies (ICAT'19) InternationalFull Paper

  4. Conference Paper

    Tree based classification methods for occupancy detection

    Murat Köklü, Kemal Tütüncü

    International Conference on Engineering Research and Applications (ICERA-2019) InternationalFull Paper

  5. Conference Paper

    Survey of Engineering Students’ Cognitive Level of Industry 4.0

    Hakan Şahman, Abdurrahman Karabulut, Mehmet Akif Şahman, Murat Köklü, Kemal Tütüncü

    International Conference on Engineering Technologies (ICENTE’19) InternationalFull Paper

2018 8

  1. Conference Paper

    Comparison of Different Machine Learning Methods in Breast Cancer Diagnosis

    Mucahıd Mustafa Sarıtaş, Murat Köklü

    International Conference on Engineering Technologies (ICENTE’18) InternationalFull Paper

  2. Conference Paper

    A Study on Thyroid Disease Diagnosis Using Artificial Neural Network with Firefly Training Algorithm

    İlker Ali Özkan, Murat Köklü

    7th International Conference on Advanced Technologies (ICAT’18) InternationalFull Paper

  3. Conference Paper

    Artificial Neural Network Approach for Heart Disease Prediction

    İlker Ali Özkan, Burak Tezcan, Murat Köklü

    3rd International Conference on Engineering Technology and Applied Sciences (ICETAS) InternationalFull Paper

  4. Conference Paper

    Performance Comparison of Machine Learning Methods in Terms of Indoor Location Estimation

    Muhammed Fahri Ünlerşen, Kadir Sabancı, Murat Köklü

    7th International Conference on Advanced Technologies (ICAT’18) InternationalFull Paper

  5. Conference Paper

    Prediction of Spinal Anomalies by Using Machine Learning Methods

    Kadir Sabancı, Murat Köklü, Muhammed Fahri Ünlerşen

    7th International Conference on Advanced Technologies (ICAT’18) InternationalFull Paper

  6. Conference Paper

    Fuzzy Logic Based Controller Design for Control of Ventilation Systems

    İlkay Çınar, İlker Ali Özkan, Murat Köklü

    International Conference on Engineering Technologies (ICENTE'18) InternationalFull Paper

  7. Conference Paper

    Examination of Machine Learning Methods in Hand Posture Estimation

    Muhammed Fahri Ünlerşen, Murat Köklü, Kadir Sabancı

    International Conferenceon Engineering Technologies (ICENTE'18) InternationalFull Paper

  8. Conference Paper

    Comparison of Various Machine Learning Methods on Wart Treatment Performance of Cryotherapy

    Kadir Sabancı, Murat Köklü, Muhammed Fahri Ünlerşen

    International Conference on Engineering Technologies (ICENTE'18) InternationalFull Paper

2017 7

  1. Conference Paper

    A Comparative Performance Evaluation of Classification Techniques on Car Evaluation Dataset

    Murat Ciniviz, Murat Köklü

    5th International Conference on Advanced Technology Sciences (ICAT’17) InternationalAbstract Paper

  2. Conference Paper

    Prediction of Melanoma Disease Using Artificial Neural Network

    İlker Ali Özkan, Murat Köklü

    International Conference on Engineering Technologies (ICENTE’17) InternationalAbstract Paper

  3. Conference Paper

    Seed Quality Control by Using Artificial Neural Network

    Kadir Sabancı, Muhammed Fahri Ünlerşen, Murat Köklü

    5th International Conference on Advanced Technology Sciences (ICAT’17) InternationalFull Paper

  4. Conference Paper

    Predicting Seminal Quality with Artificial Neural Network

    İbrahim Ünal Sert, İlker Ali Özkan, Murat Köklü

    6th International Conference on Advanced Technology Sciences (ICAT'Riga) InternationalFull Paper

  5. Conference Paper

    Human Limb Movement Estimation by Artificial Neural Network Using Brain Wave Signals

    Murat Köklü, Kadir Sabancı, Muhammed Fahri Ünlerşen

    5th International Conference on Advanced Technology Sciences (ICAT’17) InternationalFull Paper

  6. Conference Paper

    Determination of Plant Species Using Various Artificial Neural Network Structures

    Muhammed Fahri Ünlerşen, Murat Köklü, Kadir Sabancı

    5th International Conference on Advanced Technology Sciences (ICAT’17) InternationalFull Paper

  7. Conference Paper

    A Comparative Study of Modeling of Chronic Kidney Disease Using Data Mining

    Arif Aydın, Murat Köklü, İlker Ali Özkan

    6th International Conference on Advanced Technology Sciences (ICAT'Riga) InternationalFull Paper

2016 8

  1. Conference Paper

    Classification of Heuristic Information by Using Machine Learning Algorithms

    Murat Köklü, Kadir Sabancı, Muhammed Fahri Ünlerşen

    3rd International Conference on Advanced Technology Sciences (ICAT’16) InternationalAbstract Paper

  2. Conference Paper

    Classification of Chronic Kidney Disease with Most Known Data Mining Methods

    Murat Köklü, Kemal Tütüncü

    45th ISER International Conference InternationalFull Paper

  3. Conference Paper

    Occupancy Detection Through Light Temperature Humidity And CO2 Sensors Using Ann

    Kemal Tütüncü, Özcan Çataltaş, Murat Köklü

    45th ISER International Conference InternationalFull Paper

  4. Conference Paper

    Performance Of Classification Techniques on Parkinson’s Disease

    İsmail Sarıtaş, Murat Köklü, Kemal Tütüncü

    45th ISER International Conference InternationalFull Paper

  5. Conference Paper

    Classification of Mesothelioma Disease with Data Mining Methods

    Murat Köklü

    4th International Conference on Advanced Technology Sciences (ICAT’Rome) InternationalAbstract Paper

  6. Conference Paper

    Classification of Credit Card Customers Payment Status by Using KNN and MLP Algorithms

    Murat Köklü, Kadir Sabancı

    3rd International Conference on Advanced Technology Sciences (ICAT’16) InternationalAbstract Paper

  7. Conference Paper

    Balance Control System Application for On Vehicle Mobile Crane

    Ramazan Kurşun, Adem Gölcük, Mustafa Büber, Murat Köklü

    3. International Conference on Advanced Technology & Sciences (ICAT'16) InternationalFull Paper

  8. Conference Paper

    Comparison of Classification Techniques on Leaf Dataset

    Kemal Tütüncü, Murat Köklü, Özcan Çataltaş

    4th International Conference on Advanced Technology Sciences (ICAT’Rome) InternationalFull Paper

2015 5

  1. Conference Paper

    Comparison of Classification Techniques on Dermatological Dataset

    Kemal Tütüncü, Murat Köklü

    3rd International Conference on Advances in Bio-Informatics and Enviromental Engineering (ICABEE’2015) InternationalFull Paper

  2. Conference Paper

    Performance of Classification Techniques on Medical Datasets

    Murat Köklü, Kemal Tütüncü

    3rd International Conference on Advances in Bio-Informatics and Enviromental Engineering (ICABEE’2015) InternationalFull Paper

  3. Conference Paper

    The Classification of Eye State by Using kNN and MLP Classification Models According to the EEG Signals

    Kadir Sabancı, Murat Köklü

    2nd International Conference on Advanced Technology Sciences (ICAT’15) InternationalFull Paper

  4. Conference Paper

    A Study of Classification of Vertebral Column Disease

    Rıdvan Saraçoğlu, Murat Köklü

    2nd International Conference on Advanced Technology Sciences (ICAT’15) InternationalAbstract Paper

  5. Conference Paper

    Applications of Rule Based Classification Techniques for Thoracic Surgery

    Murat Köklü, Humar Kahramanlı Örnek, Novruz Allahverdi

    International Conference Management, Knowledge and Learning and Technology, Innovation and Industrial Management (MakeLearn and TIIM 2015) InternationalFull Paper

2014 5

  1. Conference Paper

    Classification of Siirt and Long Type Pistachios Pistacia Vera L. by Artificial Neural Networks

    Kadir Sabancı, Murat Köklü, Muhammed Fahri Ünlerşen

    International Conference on Advanced Technology Sciences (ICAT’14) InternationalFull Paper

  2. Conference Paper

    Survey of Classification Rule Extraction Algorithms - A Case Study

    Murat Köklü, Humar Kahramanlı Örnek, Novruz Allahverdi

    International Conference on Advanced Technology Sciences (ICAT’14) InternationalAbstract Paper

  3. Conference Paper

    Determination of Nitinol Fibers Performances by Means of Embedded Sytems

    Kadir Sabancı, Murat Köklü, Şerafettin Ekinci

    International Conference on Advanced Technology Sciences (ICAT’14) InternationalFull Paper

  4. Conference Paper

    Qualitative Bankruptcy Prediction Rules Using Artificial Intelligence Techniques

    Murat Köklü, Kemal Tütüncü

    International Conference on Challenges in IT, Engineering and Technology (ICCIET’2014) InternationalFull Paper

  5. Conference Paper

    A New Expert System Shell in Turkish Language for Training

    Kemal Tütüncü, Murat Köklü

    International Conference on Challenges in IT, Engineering and Technology (ICCIET’2014) InternationalFull Paper

2013 3

  1. Conference Paper

    Analysis of a Population of Diabetic Patients Databases with Classifiers

    Murat Köklü, Yavuz Ünal

    World Academy of Science, Engineering and Technology InternationalFull Paper

  2. Conference Paper

    Microcontroller Controlled Smart Irrigation System Design

    Kadir Sabancı, Murat Köklü, Cevat Aydın

    International Conference on Electronics Design and Manufacturing Technology (Mathematical Methods and Optimization Techniques in Engineering) InternationalFull Paper

  3. Conference Paper

    Classification Rule Extraction Using Artificial Immune System Clonalg and its Application

    Murat Köklü, Humar Kahramanlı Örnek, Novruz Allahverdi

    4th International Conference on Mathematical and Computational Applications (ICMCA-2013) InternationalFull Paper

2012 3

  1. Conference Paper

    Analysis of University Student’s Successes in Minor and Double Major Undergraduate Programs With Data Mining

    Yavuz Ünal, Murat Köklü, Ufuk Ekim

    International Conference on New Trends in Education and Their Implications InternationalFull Paper

  2. Conference Paper

    The Design of Online Question Bank for Programming Language

    Murat Köklü, Tahir Sağ

    International Academic Conferance, International Institute of Social and Economic Sciences (IISES) InternationalFull Paper

  3. Conference Paper

    Animation and Simulation Design for Electronics Circuit Course

    Kemal Tütüncü, Murat Köklü

    International Academic Conferance, International Institute of Social and Economic Sciences (IISES) InternationalFull Paper

2011 2

  1. Conference Paper

    Distance Education of Graduates Statistic Lessons

    Murat Köklü, Aşır Genç

    International Conference on New Horizons in Education (INTE-2011) InternationalAbstract Paper

  2. Conference Paper

    The Design of Question Bank Based on Internet

    Kemal Tütüncü, Murat Köklü, Yavuz Ünal

    International Conference on New Horizons in Education (INTE-2011) InternationalAbstract Paper

2010 9

  1. Conference Paper

    Üniversite Öğrencilerinin Ortak Zorunlu Derslerdeki Başarılarının K Means Algoritması ile İncelenmesi

    Yavuz Ünal, Ufuk Ekim, Murat Köklü

    Bilimde Modern Yöntemler Sempozyumu (BMYS) NationalFull Paper

  2. Conference Paper

    Examining the Factors that Affect the University Student's Attendance to the Socio-Cultural Activities by Using Data Mining

    Yavuz Ünal, Murat Köklü, Uğur Taşkıran

    4th International Computer and Instructional Technologies Symposium (ICITS-2010) InternationalFull Paper

  3. Conference Paper

    Application of Web Aided Education on Laboratory of The Introduction to Electronic Technologies Course

    Murat Köklü, Uğur Taşkıran, Yavuz Ünal

    4th International Computer and Instructional Technologies Symposium (ICITS-2010) InternationalFull Paper

  4. Conference Paper

    Web Aided Teaching of Circuit Analysis Laboratory Courses

    Murat Köklü, Uğur Taşkıran, Yavuz Ünal

    10th International Educational Technology Conference (IETC-2010) InternationalFull Paper

  5. Conference Paper

    Web Aided Training of Measurement Devices and Circuit Elements Used in Electronics Laboratories

    Murat Köklü, Uğur Taşkıran, Yavuz Ünal

    10th International Educational Technology Conference (IETC-2010) InternationalFull Paper

  6. Conference Paper

    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

    Murat Köklü, Ömer Yılmaz, Necmi Eşgi, Yavuz Ünal

    10th International Educational Technology Conference (IETC-2010) InternationalFull Paper

  7. Conference Paper

    Appliying Aprori Algorithm for the Data of Traffic Accident (Sample for the City Centre of Konya)

    Yavuz Ünal, Murat Köklü, Hakan Işık

    Internatonal Symposium on Inovatons in Intelligent Systems and Applications (INISTA) InternationalFull Paper

  8. Conference Paper

    Application of Data Mining Techniques on Backpain Patient Data

    Yavuz Ünal, Murat Köklü, Uğur Taşkıran

    International Science Technology Conference (ISTEC-2010) InternationalFull Paper

  9. Conference Paper

    Analysis of Influence of Types of the High School Students Attend on the Lectures of Specialised Field They Take by Dataminig Methods Sample of Selcuk University

    Yavuz Ünal, Murat Köklü, Hakan Işık

    Internatonal Symposium on Inovatons in Intelligent Systems and Applications (INISTA) InternationalFull Paper

2008 2

  1. Conference Paper

    Elektronik Derslerinin Laboratuarında Bulunan Cihazların Kullanımı İçin Materyallerin Hazırlanması

    Murat Köklü, Süleyman Alpaslan Sulak

    8th International Educational Technology Conference (IETC-2008) InternationalAbstract Paper

  2. Conference Paper

    Determinations of Egg Shell Cracks Using a Pendulum Testing of Table Eggs

    Cevat Aydın, Murat Köklü, İskender Yıldırım

    10th International Congress on Mechanization and Energy in Agriculture InternationalFull Paper

2005 4

  1. Conference Paper

    Uzaktan Eğitim İle Text Tabanlı Programlama Dili Derslerinin Verilmesi

    Fatih Başçiftçi, Murat Köklü

    5th International Educational Technology Conference (IETC-2005) NationalFull Paper

  2. Conference Paper

    Uzman Sistem Yardımıyla Network Arıza Tesbiti

    Yavuz Ünal, Murat Köklü, Hakan Işık, Mustafa Nevzat Örnek

    4th International Advanced Technologies Symposium (IATS-2005) NationalFull Paper

  3. Conference Paper

    Görsel Programlama Dillerinin Uzaktan Eğitimle Verilmesi

    Murat Köklü, Fatih Başçiftçi

    5th International Educational Technology Conference (IETC-2005) NationalFull Paper

  4. Conference Paper

    İnternet Ortamında İstatistik Eğitimi

    Murat Köklü, Aşır Genç

    4th International Advanced Technologies Symposium (IATS-2005) NationalFull Paper

2004 2

  1. Conference Paper

    Distance Learning Productivity

    Fatih Başçiftçi, Murat Köklü

    3rd FAE International Symposium InternationalFull Paper

  2. Conference Paper

    İstatistiksel Paket Programların Simülasyon Yardımıyla Performanslarının Değerlendirilmesi

    Murat Köklü, Aşır Genç, Fatih Başçiftçi

    4th International Educational Technology Conference (IETC-2004) NationalFull Paper

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