Cagatay Catal
Orcid: 0000-0003-0959-2930
According to our database1,
Cagatay Catal
authored at least 109 papers
between 2007 and 2025.
Collaborative distances:
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Bibliography
2025
Comput. Stand. Interfaces, 2025
2024
Appl. Artif. Intell., December, 2024
Clust. Comput., October, 2024
Test suite assessment of safety-critical systems using safety tactics and fault-based mutation testing.
Clust. Comput., July, 2024
Privacy and Integrity Protection for IoT Multimodal Data Using Machine Learning and Blockchain.
ACM Trans. Multim. Comput. Commun. Appl., June, 2024
Clust. Comput., June, 2024
Multim. Tools Appl., April, 2024
Multim. Tools Appl., March, 2024
Comput. Stand. Interfaces, March, 2024
Soft Comput., January, 2024
Reference architecture design for developing data management systems in smart farming.
Ecol. Informatics, 2024
Clust. Comput., 2024
2023
Just-in-time defect prediction for mobile applications: using shallow or deep learning?
Softw. Qual. J., December, 2023
Neural Comput. Appl., December, 2023
Inf. Softw. Technol., December, 2023
J. Supercomput., November, 2023
Multi-Criteria decision analysis approach for selecting feasible data analytics platforms for precision farming.
Comput. Electron. Agric., June, 2023
Neural Comput. Appl., March, 2023
J. Ambient Intell. Humaniz. Comput., March, 2023
Comput. Ind. Eng., March, 2023
Correction to: Analysis of cyber security knowledge gaps based on cyber security body of knowledge.
Educ. Inf. Technol., February, 2023
Educ. Inf. Technol., February, 2023
J. Softw. Evol. Process., 2023
Multim. Tools Appl., 2023
The automation of the development of classification models and improvement of model quality using feature engineering techniques.
Expert Syst. Appl., 2023
Analyzing the performance of long short-term memory architectures for malware detection models.
Concurr. Comput. Pract. Exp., 2023
Domain Specific Transformers-Based Prioritization of Re-admission for Patients in Healthcare.
Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023
Securing the Internet of Things Network using a Hierarchical Hyperledger Fabric Model.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023
2022
IEEE Trans. Reliab., 2022
Machine Learning-Based Software Defect Prediction for Mobile Applications: A Systematic Literature Review.
Sensors, 2022
Detecting Malware by Analyzing App Permissions on Android Platform: A Systematic Literature Review.
Sensors, 2022
Hybrid Blockchain Platforms for the Internet of Things (IoT): A Systematic Literature Review.
Sensors, 2022
Applications of deep learning for mobile malware detection: A systematic literature review.
Neural Comput. Appl., 2022
Applications of deep learning for phishing detection: a systematic literature review.
Knowl. Inf. Syst., 2022
Obstacles of On-Premise Enterprise Resource Planning Systems and Solution Directions.
J. Comput. Inf. Syst., 2022
Inf. Softw. Technol., 2022
Expert Syst. Appl., 2022
Software security management in critical infrastructures: a systematic literature review.
Turkish J. Electr. Eng. Comput. Sci., 2022
Deep learning-based multi-task prediction system for plant disease and species detection.
Ecol. Informatics, 2022
Comput. Electron. Agric., 2022
Comput. Biol. Medicine, 2022
IEEE Access, 2022
Appl. Artif. Intell., 2022
2021
Sensors, 2021
Remaining Useful Life (RUL) Prediction of Equipment in Production Lines Using Artificial Neural Networks.
Sensors, 2021
BMC Medical Informatics Decis. Mak., 2021
Inf. Softw. Technol., 2021
Expert Syst. Appl., 2021
A feature-based approach for guiding the selection of Internet of Things cybersecurity standards using text mining.
Concurr. Comput. Pract. Exp., 2021
Comput. Ind., 2021
Obstacles and features of health information systems: A systematic literature review.
Comput. Biol. Medicine, 2021
Analyzing the effectiveness of semi-supervised learning approaches for opinion spam classification.
Appl. Soft Comput., 2021
A Multi-Channel Convolutional Neural Network approach to automate the citation screening process.
Appl. Soft Comput., 2021
Artif. Intell. Rev., 2021
Proceedings of the IEEE Intelligent Vehicles Symposium Workshops, 2021
2020
Evaluation of augmented reality technology for the design of an evacuation training game.
Virtual Real., 2020
IEEE Softw., 2020
Sensors, 2020
Turkish J. Electr. Eng. Comput. Sci., 2020
Comput. Electron. Agric., 2020
Development of a recurrent neural networks-based calving prediction model using activity and behavioral data.
Comput. Electron. Agric., 2020
Comput. Ind. Eng., 2020
2019
Supplementary materials for paper: A domain-specific language for precision agriculture.
Dataset, June, 2019
The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models.
J. Softw. Evol. Process., 2019
J. Syst. Softw., 2019
Analysis of transfer learning for deep neural network based plant classification models.
Comput. Electron. Agric., 2019
2018
Comput. Methods Programs Biomed., 2018
Comput. Electr. Eng., 2018
Comput. Appl. Eng. Educ., 2018
2017
Int. J. Softw. Eng. Knowl. Eng., 2017
Appl. Soft Comput., 2017
Development of a Software Vulnerability Prediction Web Service Based on Artificial Neural Networks.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017
2016
J. Intell. Syst., 2016
Proceedings of the 10th Turkish National Software Engineering Symposium, 2016
2015
Appl. Soft Comput., 2015
2014
A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction.
J. Intell. Syst., 2014
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014
KOAH Hastalarinda Tele Pulmoner Rehabilitasyon için Kinect Temelli Ev Egzersiz Yazılımı.
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014
2013
Teaching evidence-based software engineering to master students: a single lecture within a course or an entire semester-long course?
ACM SIGSOFT Softw. Eng. Notes, 2013
Proceedings of the Tenth International Conference on Information Technology: New Generations, 2013
2012
Proceedings of the Information and Software Technologies - 18th International Conference, 2012
2011
Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm.
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Thresholds based outlier detection approach for mining class outliers: An empirical case study on software measurement datasets.
Expert Syst. Appl., 2011
A Composite Project Effort Estimation Approach in an Enterprise Software Development Project.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011
2009
ACM SIGSOFT Softw. Eng. Notes, 2009
Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem.
Inf. Sci., 2009
Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction.
Expert Syst. J. Knowl. Eng., 2009
Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009
2008
Yazılım kusur kestirimi probleminde yapay bağışıklık sistemlerinin uygulanması (Application of artificial immune systems in software fault prediction problem)
PhD thesis, 2008
A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines.
Proceedings of the Second IEEE/IFIP International Symposium on Theoretical Aspects of Software Engineering, 2008
Proceedings of the Product-Focused Software Process Improvement, 2008
2007
Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System.
Proceedings of the Product-Focused Software Process Improvement, 2007
An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software.
Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007