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Books and Theses
- 2008
[b1]Murat Karabatak:
Özellik seçimi, sınıflama ve öngörü uygulamalarına yönelik birliktelik kuralı çıkarımı ve yazılım geliştirilmesi (Association rule extraction for feature selection, classification and prediction applications and software development). Fırat University, Turkey, 2008
Journal Articles
- 2024
- [j10]Twana Mustafa
, Murat Karabatak:
Real Time Car Model and Plate Detection System by Using Deep Learning Architectures. IEEE Access 12: 107616-107630 (2024) - [j9]Gamzepelin Aksoy, Grégoire Cattan, Subrata Chakraborty, Murat Karabatak:
Quantum Machine-Based Decision Support System for the Detection of Schizophrenia from EEG Records. J. Medical Syst. 48(1): 29 (2024) - 2023
- [j8]Yusuf Çelik, Murat Karabatak:
Extracting low dimensional representations from large size whole slide images using deep convolutional autoencoders. Expert Syst. J. Knowl. Eng. 40(4) (2023) - 2022
- [j7]Faruk Oztekin, Oguzhan Katar, Ferhat Sadak, Murat Aydogan, Tuba Talo Yildirim, Pawel Plawiak, Özal Yildirim, Muhammed Talo, Murat Karabatak:
Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model. Int. J. Imaging Syst. Technol. 32(6): 1990-2001 (2022) - 2021
- [j6]Kadir Yildirim, Pinar Gundogan Bozdag, Muhammed Talo, Özal Yildirim, Murat Karabatak, U. Rajendra Acharya:
Deep learning model for automated kidney stone detection using coronal CT images. Comput. Biol. Medicine 135: 104569 (2021) - 2020
- [j5]Yusuf Çelik, Muhammed Talo, Özal Yildirim, Murat Karabatak, U. Rajendra Acharya:
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images. Pattern Recognit. Lett. 133: 232-239 (2020) - 2016
- [j4]Ümit Budak, Ugur Halici, Abdulkadir Sengür, Murat Karabatak, Yang Xiao:
Efficient Airport Detection Using Line Segment Detector and Fisher Vector Representation. IEEE Geosci. Remote. Sens. Lett. 13(8): 1079-1083 (2016) - 2011
- [j3]Murat Karabatak, M. Cevdet Ince, Abdulkadir Sengür:
Wavelet domain association rules for efficient texture classification. Appl. Soft Comput. 11(1): 32-38 (2011) - 2009
- [j2]Murat Karabatak, M. Cevdet Ince:
An expert system for detection of breast cancer based on association rules and neural network. Expert Syst. Appl. 36(2): 3465-3469 (2009) - [j1]Murat Karabatak, M. Cevdet Ince:
A new feature selection method based on association rules for diagnosis of erythemato-squamous diseases. Expert Syst. Appl. 36(10): 12500-12505 (2009)
Conference and Workshop Papers
- 2024
- [c36]Merve Akkus, Murat Karabatak, Ramazan Tekin:
Classification of ECG Signals Encrypted with CNN Based Autoencoder with LSTM. ISDFS 2024: 1-6 - [c35]Sevinç Ay, Songül Karabatak, Murat Karabatak:
Examination of Object Tracking Studies using Deep Learning: A Bibliometric Analysis Study. ISDFS 2024: 1-6 - [c34]Sevinç Ay, Songül Karabatak, Murat Karabatak:
Investigation of Teacher Candidates' Digital Obesity. ISDFS 2024: 1-5 - [c33]Sevinç Ay, Songül Karabatak, Murat Karabatak:
Bibliometric Analysis of Artificial Intelligence in Utilized Distance Education and Distance Learning Studies. ISDFS 2024: 1-5 - [c32]Songül Karabatak, Müslim Alanoglu, Murat Karabatak:
Examining the Relationship Between Digital Well-Being, Digital Hoarding and Mobile Information Security Awareness with Association Rule. ISDFS 2024: 1-6 - [c31]Zardasht Abdulaziz Shwany, Shayda Khudhur Ismail, Karwan Khoshnaw, Twana Mustafa, Murat Karabatak, Nashwan Adnan Othman:
A Real-Time Hand Sign Language Recognition System for Threatening Situations Using Deep Learning. ISDFS 2024: 1-6 - 2023
- [c30]Gamzepelin Aksoy, Murat Karabatak:
Comparison of QSVM with Other Machine Learning Algorithms on EEG Signals. ISDFS 2023: 1-5 - [c29]Müslim Alanoglu, Songül Karabatak, Murat Karabatak:
The Effect of Distance Instruction Based on the ARCS Motivation Model on the Course Interest. ISDFS 2023: 1-4 - [c28]Müslim Alanoglu, Songül Karabatak, Murat Karabatak:
The Relationship between Transactional Distance Perceptions and Academic Self-Efficacy. ISDFS 2023: 1-4 - [c27]Songül Karabatak, Sevinç Ay, Murat Karabatak:
The Relationship between Digital Citizenship and Information Security Achievement. ISDFS 2023: 1-5 - [c26]Twana Mustafa, Murat Karabatak:
Challenges in Automatic License Plate Recognition System Review. ISDFS 2023: 1-6 - [c25]Twana Mustafa, Murat Karabatak:
Deep Learning Model for Automatic Number/License Plate Detection and Recognition System in Campus Gates. ISDFS 2023: 1-5 - [c24]Twana Mustafa, Murat Karabatak:
Feature Selection for Phishing Website by Using Naive Bayes Classifier. ISDFS 2023: 1-4 - [c23]Zeynep Ozpolat, Murat Karabatak:
Exploring the Potential of Quantum-Based Machine Learning: A Comparative Study of QSVM and Classical Machine Learning Algorithms. ISDFS 2023: 1-5 - 2022
- [c22]Sevinç Ay, Songül Karabatak, Murat Karabatak:
The Relationship between Teacher Candidates' Technology Usage and Online Learning Readiness. ISDFS 2022: 1-6 - [c21]Songül Karabatak, Sevinç Ay, Murat Karabatak:
The Relationship between Nomophobia and Perceived Socialization in the Online Learning Environment. ISDFS 2022: 1-8 - [c20]David Okore Ukwen, Murat Karabatak:
Text Clustering of COVID-19 Vaccine Tweets. ISDFS 2022: 1-6 - 2021
- [c19]Müslim Alanoglu, Songül Karabatak, Murat Karabatak:
Investigation of Self-Directed Learning Skills of Distance Education Students. ISDFS 2021: 1-4 - [c18]Müslim Alanoglu, Songül Karabatak, Murat Karabatak:
Problems Encountered in Distance Teaching Practices Course and Solution Suggestions. ISDFS 2021: 1-5 - [c17]Sultan Lök, Murat Karabatak:
Earthquake Prediction by Using Time Series Analysis. ISDFS 2021: 1-6 - [c16]Sabeer Saeed, Mohammed Mansur Abubakar, Murat Karabatak:
Software Engineering for Data Mining (ML-Enabled) Software Applications. ISDFS 2021: 1-9 - [c15]David Okore Ukwen, Murat Karabatak:
Review of NLP-based Systems in Digital Forensics and Cybersecurity. ISDFS 2021: 1-9 - 2020
- [c14]Mohammed Hussein Abdalla, Murat Karabatak:
To Review and Compare Evolutionary Algorithms in Optimization of Distributed Database Query. ISDFS 2020: 1-5 - [c13]Bashir Zak Adamu, Murat Karabatak, Fatih Ertam:
A Conceptual Framework for Database Anti-forensics Impact Mitigation. ISDFS 2020: 1-6 - [c12]Songül Karabatak, Müslim Alanoglu, Murat Karabatak:
Effects of Homework Supported Distance Education on Academic Satisfaction, Academic Achievement, and Attitude towards Distance Education. ISDFS 2020: 1-5 - [c11]Songül Karabatak, Murat Karabatak:
Z Generation Students and Their Digital Footprints. ISDFS 2020: 1-5 - [c10]Murat Karabatak, Twana Mustafa, Chawan Hamaali:
Remote Monitoring Real Time Air pollution - IoT (Cloud Based). ISDFS 2020: 1-6 - [c9]Abdulazeez Mousa, Murat Karabatak, Twana Mustafa:
Database Security Threats and Challenges. ISDFS 2020: 1-5 - [c8]Hussein Faroq Tayeb, Murat Karabatak, Cihan Varol:
Time Series Database Preprocessing for Data Mining Using Python. ISDFS 2020: 1-4 - 2019
- [c7]Sevinç Ay, Murat Karabatak:
A Target Tracking Application On Mobese Videos. ISDFS 2019: 1-5 - [c6]Gamzepelin Aksoy, Murat Karabatak:
Performance Comparison of New Fast Weighted Naïve Bayes Classifier with Other Bayes Classifiers. ISDFS 2019: 1-5 - [c5]Songül Karabatak, Murat Karabatak:
Information Security Awareness of School Administrators. ISDFS 2019: 1-6 - [c4]Zeynep Ozpolat, Murat Karabatak:
Temperature Estimation with Time Series Analysis from Air Quality Data Set. ISDFS 2019: 1-5 - [c3]Halil Ozturk, Sevginur Teke, Murat Karabatak:
A New Approach for Exiting from Parking Lot based on Artificial Neural Network. ISDFS 2019: 1-6 - [c2]Yildiray Yigit, Murat Karabatak:
A Stenography Application for Hiding Student Information into an Image. ISDFS 2019: 1-4 - 2016
- [c1]Shannon Silessi, Cihan Varol, Murat Karabatak:
Identifying Gender from SMS Text Messages. ICMLA 2016: 488-491
Editorship
- 2022
- [e2]Asaf Varol, Murat Karabatak, Cihan Varol:
10th International Symposium on Digital Forensics and Security, ISDFS 2022, Istanbul, Turkey, June 6-7, 2022. IEEE 2022, ISBN 978-1-6654-9796-1 [contents] - 2021
- [e1]Asaf Varol, Murat Karabatak, Ihan Varol:
9th International Symposium on Digital Forensics and Security, ISDFS 2021, Elazig, Turkey, June 28-29, 2021. IEEE 2021, ISBN 978-1-6654-4481-1 [contents]
Coauthor Index
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