Cagatay Catal - RankMe

115 papers B 2C 1Misc 1Journal 97Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chaos experiments in microservice architectures: A systematic literature review. Comput. Stand. Interfaces Emrah Esen, Akhan Akbulut, Cagatay Catal
2025	J	`jnl`	A multi-pretraining U-Net architecture for semantic segmentation. Signal Image Video Process. Cagla Copurkaya, Elif Meric, Fatma Patlar Akbulut, Cagatay Catal
2025	—	`conf`	Deep Learning-Based Classification of Software Bugs Using Code Context and AST Features. ISDFS Alpaslan Gökcen, Arda Arsik, Akhan Akbulut, Cagatay Catal
2025	J	`jnl`	Dynamic warping as a sensor reconstruction method for remaining useful life estimation. Knowl. Based Syst. Raymon van Dinter, Ke Cao, Philippe Leduc, Bedir Tekinerdogan, Cagatay Catal, Yiping Sun
2025	—	`conf`	Federated Learning for Smart and Sustainable Aquaponics: A Decentralized AI Approach for Urban Resilience. PAKDD (Workshops) Ahmet Kasif, Cagatay Catal
2025	J	`jnl`	Food fraud detection using explainable artificial intelligence. Expert Syst. J. Knowl. Eng. Okan Buyuktepe, Cagatay Catal, Gorkem Kar, Yamine Bouzembrak, Hans J. P. Marvin, Anand K. Gavai
2025	J	`jnl`	Implementing FAIR principles in data management systems: A multi-case study in precision farming. Comput. Electron. Agric. Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol, Yeni Herdiyeni
2025	J	`jnl`	Large language models for code completion: A systematic literature review. Comput. Stand. Interfaces Rasha Ahmad Husein, Hala Aburajouh, Cagatay Catal
2025	—	`conf`	Multi-Task Learning Model for Mobile Threat Detection and Cyber Resilience in Urban Systems. PAKDD (Workshops) Shimaa Ibrahim, Cagatay Catal, Thabet Kacem
2025	J	`jnl`	The use of large language models for program repair. Comput. Stand. Interfaces Fida Zubair, Maryam Al-Hitmi, Cagatay Catal
2024	J	`jnl`	Boosting the visibility of services in microservice architecture. Clust. Comput. Ahmet Vedat Tokmak, Akhan Akbulut, Cagatay Catal
2024	J	`jnl`	Deep learning-based modelling of pyrolysis. Clust. Comput. Alper Ozcan, Ahmet Kasif, Ismail Veli Sezgin, Cagatay Catal, Muhammad Sanwal, Hasan Merdun
2024	J	`jnl`	Deep learning-based user experience evaluation in distance learning. Clust. Comput. Rahim Sadigov, Elif Yildirim, Büsra Kocaçinar, Fatma Patlar Akbulut, Cagatay Catal
2024	J	`jnl`	Design and implementation of a deep learning-empowered m-Health application. Multim. Tools Appl. Akhan Akbulut, Sara Desouki, Sara AbdelKhaliq, Layal Khantomani, Cagatay Catal
2024	J	`jnl`	Design tactics for tailoring transformer architectures to cybersecurity challenges. Clust. Comput. Çigdem Avci Salma, Bedir Tekinerdogan, Cagatay Catal
2024	J	`jnl`	Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation. Multim. Tools Appl. Ahmet Kasif, Selcuk Sevgen, Alper Ozcan, Cagatay Catal
2024	J	`jnl`	Privacy and Integrity Protection for IoT Multimodal Data Using Machine Learning and Blockchain. ACM Trans. Multim. Comput. Commun. Appl. Qingzhi Liu, Yuchen Huang, Chenglu Jin, Xiaohan Zhou, Ying Mao, Cagatay Catal, Long Cheng
2024	J	`jnl`	Reference architecture design for developing data management systems in smart farming. Ecol. Informatics Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol
2024	J	`jnl`	Stacking-based ensemble learning for remaining useful life estimation. Soft Comput. Begum Ay Ture, Akhan Akbulut, Abdul Halim Zaim, Cagatay Catal
2024	J	`jnl`	Test suite assessment of safety-critical systems using safety tactics and fault-based mutation testing. Clust. Comput. Havva Gülay Gürbüz, Bedir Tekinerdogan, Cagatay Catal, Nagehan Pala Er
2024	J	`jnl`	The use of multi-task learning in cybersecurity applications: a systematic literature review. Neural Comput. Appl. Shimaa Ibrahim, Cagatay Catal, Thabet Kacem
2024	J	`jnl`	Unsupervised Machine Learning Approaches for Test Suite Reduction. Appl. Artif. Intell. Anila Sebastian, Hira Naseem, Cagatay Catal
2024	J	`jnl`	Web service discovery: Rationale, challenges, and solution directions. Comput. Stand. Interfaces Ahmet Vedat Tokmak, Akhan Akbulut, Cagatay Catal
2023	J	`jnl`	A hybrid DNN-LSTM model for detecting phishing URLs. Neural Comput. Appl. Alper Ozcan, Cagatay Catal, Emrah Donmez, Behcet Senturk
2023	J	`jnl`	Analysis of cyber security knowledge gaps based on cyber security body of knowledge. Educ. Inf. Technol. Cagatay Catal, Alper Ozcan, Emrah Donmez, Ahmet Kasif
2023	J	`jnl`	Analysis of facial emotion expression in eating occasions using deep learning. Multim. Tools Appl. Elif Yildirim, Fatma Patlar Akbulut, Cagatay Catal
2023	J	`jnl`	Analyzing the performance of long short-term memory architectures for malware detection models. Concurr. Comput. Pract. Exp. Çigdem Avci Salma, Bedir Tekinerdogan, Cagatay Catal
2023	J	`jnl`	Correction to: Analysis of cyber security knowledge gaps based on cyber security body of knowledge. Educ. Inf. Technol. Cagatay Catal, Alper Ozcan, Emrah Donmez, Ahmet Kasif
2023	—	`conf`	Domain Specific Transformers-Based Prioritization of Re-admission for Patients in Healthcare. NLPIR Hira Naseem, Cagatay Catal
2023	—	`conf`	Forecasting Partial Discharges of Cable Joints using Weather data. CAI Raymon van Dinter, Sander Rieken, Philippe Leduc, Gerdtinus Netten, Bedir Tekinerdogan, Cagatay Catal
2023	J	`jnl`	Just-in-time defect prediction for mobile applications: using shallow or deep learning? Softw. Qual. J. Raymon van Dinter, Cagatay Catal, Görkem Giray, Bedir Tekinerdogan
2023	J	`jnl`	Machine learning in crime prediction. J. Ambient Intell. Humaniz. Comput. Karabo Jenga, Cagatay Catal, Gorkem Kar
2023	J	`jnl`	Metamorphic relation automation: Rationale, challenges, and solution directions. J. Softw. Evol. Process. Emran Altamimi, Abdullah Elkawakjy, Cagatay Catal
2023	J	`jnl`	Multi-Criteria decision analysis approach for selecting feasible data analytics platforms for precision farming. Comput. Electron. Agric. Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol
2023	J	`jnl`	Reference architecture for digital twin-based predictive maintenance systems. Comput. Ind. Eng. Raymon van Dinter, Bedir Tekinerdogan, Cagatay Catal
2023	—	`conf`	Securing the Internet of Things Network using a Hierarchical Hyperledger Fabric Model. MetaCom Mohammed Ahmad Abuhaliqa, Cagatay Catal, Qingzhi Liu
2023	J	`jnl`	Temporal fusion transformer-based prediction in aquaponics. J. Supercomput. Ahmet Metin, Ahmet Kasif, Cagatay Catal
2023	J	`jnl`	The automation of the development of classification models and improvement of model quality using feature engineering techniques. Expert Syst. Appl. Sjoerd Boeschoten, Cagatay Catal, Bedir Tekinerdogan, Arjen Lommen, Marco Blokland
2023	J	`jnl`	The effects of data balancing approaches: A case study. Appl. Soft Comput. Paul Mooijman, Cagatay Catal, Bedir Tekinerdogan, Arjen Lommen, Marco Blokland
2023	J	`jnl`	The role of Reinforcement Learning in software testing. Inf. Softw. Technol. Amr Abo-eleneen, Ahammed Palliyali, Cagatay Catal
2023	J	`jnl`	The use of generative adversarial networks in medical image augmentation. Neural Comput. Appl. Ahmed Makhlouf, Marina Maayah, Nada Abughanam, Cagatay Catal
2022	J	`jnl`	A Firewall Policy Anomaly Detection Framework for Reliable Network Security. IEEE Trans. Reliab. Cengiz Togay, Ahmet Kasif, Cagatay Catal, Bedir Tekinerdogan
2022	J	`jnl`	A Real-Time CNN-Based Lightweight Mobile Masked Face Recognition System. IEEE Access Büsra Kocaçinar, Bilal Tas, Fatma Patlar Akbulut, Cagatay Catal, Deepti Mishra
2022	J	`jnl`	Applications of deep learning for mobile malware detection: A systematic literature review. Neural Comput. Appl. Cagatay Catal, Görkem Giray, Bedir Tekinerdogan
2022	J	`jnl`	Applications of deep learning for phishing detection: a systematic literature review. Knowl. Inf. Syst. Cagatay Catal, Görkem Giray, Bedir Tekinerdogan, Sandeep Kumar, Suyash Shukla
2022	J	`jnl`	Data analytics platforms for agricultural systems: A systematic literature review. Comput. Electron. Agric. Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol
2022	J	`jnl`	Deep Learning-Based Defect Prediction for Mobile Applications. Sensors Manzura Jorayeva, Akhan Akbulut, Cagatay Catal, Alok Mishra
2022	J	`jnl`	Deep learning-based multi-task prediction system for plant disease and species detection. Ecol. Informatics Ali Seydi Keçeli, Aydin Kaya, Cagatay Catal, Bedir Tekinerdogan
2022	J	`jnl`	Detecting Malware by Analyzing App Permissions on Android Platform: A Systematic Literature Review. Sensors Adeel Ehsan, Cagatay Catal, Alok Mishra
2022	J	`jnl`	Hybrid Blockchain Platforms for the Internet of Things (IoT): A Systematic Literature Review. Sensors Ahmed Alkhateeb, Cagatay Catal, Gorkem Kar, Alok Mishra
2022	J	`jnl`	Hybrid Deep Learning-based Models for Crop Yield Prediction. Appl. Artif. Intell. Alexandros Oikonomidis, Cagatay Catal, Ayalew Kassahun
2022	J	`jnl`	Identification of phantom movements with an ensemble learning approach. Comput. Biol. Medicine Akhan Akbulut, Feray Gungor, Ela Tarakci, Muhammed Ali Aydin, Abdul Halim Zaim, Cagatay Catal
2022	J	`jnl`	Machine Learning-Based Software Defect Prediction for Mobile Applications: A Systematic Literature Review. Sensors Manzura Jorayeva, Akhan Akbulut, Cagatay Catal, Alok Mishra
2022	J	`jnl`	Obstacles of On-Premise Enterprise Resource Planning Systems and Solution Directions. J. Comput. Inf. Syst. Senem Sancar Gozukara, Bedir Tekinerdogan, Cagatay Catal
2022	J	`jnl`	Predicting Plasma Vitamin C Using Machine Learning. Appl. Artif. Intell. Daniel Kirk, Cagatay Catal, Bedir Tekinerdogan
2022	J	`jnl`	Predictive maintenance using digital twins: A systematic literature review. Inf. Softw. Technol. Raymon van Dinter, Bedir Tekinerdogan, Cagatay Catal
2022	J	`jnl`	Product failure detection for production lines using a data-driven model. Expert Syst. Appl. Ziqiu Kang, Cagatay Catal, Bedir Tekinerdogan
2022	J	`jnl`	Software security management in critical infrastructures: a systematic literature review. Turkish J. Electr. Eng. Comput. Sci. Gülsüm Ece Eksi, Bedir Tekinerdogan, Cagatay Catal
2021	J	`jnl`	A Multi-Channel Convolutional Neural Network approach to automate the citation screening process. Appl. Soft Comput. Raymon van Dinter, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	A decision support system for automating document retrieval and citation screening. Expert Syst. Appl. Raymon van Dinter, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	A feature-based approach for guiding the selection of Internet of Things cybersecurity standards using text mining. Concurr. Comput. Pract. Exp. Koen van der Schaaf, Bedir Tekinerdogan, Cagatay Catal
2021	—	`conf`	ADS-B Attack Classification using Machine Learning Techniques. IV Workshops Thabet Kacem, Aydin Kaya, Ali Seydi Keçeli, Cagatay Catal, Duminda Wijesekera, Paulo Costa
2021	J	`jnl`	Analyzing the effectiveness of semi-supervised learning approaches for opinion spam classification. Appl. Soft Comput. Alexander Ligthart, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	Automation of systematic literature reviews: A systematic literature review. Inf. Softw. Technol. Raymon van Dinter, Bedir Tekinerdogan, Cagatay Catal
2021	J	`jnl`	Design of a reference architecture for developing smart warehouses in industry 4.0. Comput. Ind. Maarten van Geest, Bedir Tekinerdogan, Cagatay Catal
2021	J	`jnl`	Designing a reference architecture for health information systems. BMC Medical Informatics Decis. Mak. Joep Tummers, Hilde Tobi, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	Energy Load Forecasting Using a Dual-Stage Attention-Based Recurrent Neural Network. Sensors Alper Ozcan, Cagatay Catal, Ahmet Kasif
2021	J	`jnl`	Obstacles and features of health information systems: A systematic literature review. Comput. Biol. Medicine Joep Tummers, Bedir Tekinerdogan, Hilde Tobi, Cagatay Catal, Bianca Schalk
2021	J	`jnl`	Precision nutrition: A systematic literature review. Comput. Biol. Medicine Daniel Kirk, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	Remaining Useful Life (RUL) Prediction of Equipment in Production Lines Using Artificial Neural Networks. Sensors Ziqiu Kang, Cagatay Catal, Bedir Tekinerdogan
2021	J	`jnl`	Systematic reviews in sentiment analysis: a tertiary study. Artif. Intell. Rev. Alexander Ligthart, Cagatay Catal, Bedir Tekinerdogan
2020	J	`jnl`	Closing the Gap Between Software Engineering Education and Industrial Needs. IEEE Softw. Vahid Garousi, Görkem Giray, Eray Tüzün, Cagatay Catal, Michael Felderer
2020	J	`jnl`	Crop yield prediction using machine learning: A systematic literature review. Comput. Electron. Agric. Thomas van Klompenburg, Ayalew Kassahun, Cagatay Catal
2020	J	`jnl`	Development of a recurrent neural networks-based calving prediction model using activity and behavioral data. Comput. Electron. Agric. Ali Seydi Keçeli, Cagatay Catal, Aydin Kaya, Bedir Tekinerdogan
2020	J	`jnl`	Evaluation of augmented reality technology for the design of an evacuation training game. Virtual Real. Cagatay Catal, Akhan Akbulut, Berkay Tunali, Erol Ulug, Eren Ozturk
2020	J	`jnl`	Machine learning applications in production lines: A systematic literature review. Comput. Ind. Eng. Ziqiu Kang, Cagatay Catal, Bedir Tekinerdogan
2020	J	`jnl`	Sensor Failure Tolerable Machine Learning-Based Food Quality Prediction Model. Sensors Aydin Kaya, Ali Seydi Keçeli, Cagatay Catal, Bedir Tekinerdogan
2019	J	`jnl`	Aligning software engineering education with industrial needs: A meta-analysis. J. Syst. Softw. Vahid Garousi, Görkem Giray, Eray Tüzün, Cagatay Catal, Michael Felderer
2019	J	`jnl`	Analysis of transfer learning for deep neural network based plant classification models. Comput. Electron. Agric. Aydin Kaya, Ali Seydi Keçeli, Cagatay Catal, Hamdi Yalin Yalic, Hüseyin Temuçin, Bedir Tekinerdogan
2019	J	`jnl`	Native Code Generation as a Service. Int. J. Softw. Eng. Knowl. Eng. Akhan Akbulut, Cagatay Catal, Emre Karadeniz, Emre Turgut
2019	J	`jnl`	The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models. J. Softw. Evol. Process. Aydin Kaya, Ali Seydi Keçeli, Cagatay Catal, Bedir Tekinerdogan
2018	J	`jnl`	Automatic energy expenditure measurement for health science. Comput. Methods Programs Biomed. Cagatay Catal, Akhan Akbulut
2018	J	`jnl`	Closing the gap between software engineering education and industrial needs. CoRR Vahid Garousi, Görkem Giray, Eray Tüzün, Cagatay Catal, Michael Felderer
2018	J	`jnl`	Empirical analysis of change metrics for software fault prediction. Comput. Electr. Eng. Garvit Rajesh Choudhary, Sandeep Kumar, Kuldeep Kumar, Alok Mishra, Cagatay Catal
2018	J	`jnl`	On the effectiveness of virtual reality in the education of software engineering. Comput. Appl. Eng. Educ. Akhan Akbulut, Cagatay Catal, Burak Yildiz
2017	J	`jnl`	A sentiment classification model based on multiple classifiers. Appl. Soft Comput. Cagatay Catal, Mehmet Nangir
2017	J	`jnl`	Automatic Software Categorization Using Ensemble Methods and Bytecode Analysis. Int. J. Softw. Eng. Knowl. Eng. Cagatay Catal, Serkan Tugul, Basar Akpinar
2017	J	`jnl`	Cross-Cultural Personality Prediction based on Twitter Data. J. Softw. Cagatay Catal, Min Song, Can Muratli, Erin Hea-Jin Kim, Mestan Ali Tosuner, Yusuf Kayikci
2017	—	`conf`	Development of a Software Vulnerability Prediction Web Service Based on Artificial Neural Networks. PAKDD (Workshops) Cagatay Catal, Akhan Akbulut, Ecem Ekenoglu, Meltem Alemdaroglu
2017	J	`jnl`	Product review management software based on multiple classifiers. IET Softw. Cagatay Catal, Suat Guldan
2016	J	`jnl`	Neuro-Fuzzy Modeling for Multi-Objective Test Suite Optimization. J. Intell. Syst. Zeeshan Anwar, Ali Ahsan, Cagatay Catal
2016	J	`jnl`	Special Issue: Soft computing in software engineering. Appl. Soft Comput. Cagatay Catal, Coskun Bayrak, Ali Bou Nassif, Kemal Polat, Akhan Akbulut
2016	—	`conf`	Xamarin Test Bulutu uzerinde Mobil Uygulama Testi. UYMS Akhan Akbulut, Cagatay Catal, Ece Demiray, Okan Ozen
2015	J	`jnl`	On the use of ensemble of classifiers for accelerometer-based activity recognition. Appl. Soft Comput. Cagatay Catal, Selin Tufekci, Elif Pirmit, Guner Kocabag
2014	J	`jnl`	A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction. J. Intell. Syst. Cagatay Catal
2013	—	`conf`	A Systematic Mapping Study on Architectural Analysis. ITNG Cagatay Catal, Muratcan Atalay
2013	J	`jnl`	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 Cagatay Catal
2013	J	`jnl`	Test case prioritization: a systematic mapping study. Softw. Qual. J. Cagatay Catal, Deepti Mishra
2012	J	`jnl`	Software mining and fault prediction. WIREs Data Mining Knowl. Discov. Cagatay Catal
2012	—	`conf`	The Ten Best Practices for Test Case Prioritization. ICIST Cagatay Catal
2011	C	`conf`	A Composite Project Effort Estimation Approach in an Enterprise Software Development Project. SEKE Cagatay Catal, Mehmet S. Aktas
2011	J	`jnl`	Class noise detection based on software metrics and ROC curves. Inf. Sci. Cagatay Catal, Oral Alan, Kerime Balkan
2011	J	`jnl`	Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm. Expert Syst. Appl. Cagatay Catal, Ugur Sevim, Banu Diri
2011	J	`jnl`	Software fault prediction: A literature review and current trends. Expert Syst. Appl. Cagatay Catal
2011	J	`jnl`	Thresholds based outlier detection approach for mining class outliers: An empirical case study on software measurement datasets. Expert Syst. Appl. Oral Alan, Cagatay Catal
2009	J	`jnl`	A systematic review of software fault prediction studies. Expert Syst. Appl. Cagatay Catal, Banu Diri
2009	—	`conf`	An outlier detection algorithm based on object-oriented metrics thresholds. ISCIS Oral Alan, Cagatay Catal
2009	J	`jnl`	Barriers to the adoption of software product line engineering. ACM SIGSOFT Softw. Eng. Notes Cagatay Catal
2009	—	`conf`	Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules. ITNG Cagatay Catal, Ugur Sevim, Banu Diri
2009	J	`jnl`	Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem. Inf. Sci. Cagatay Catal, Banu Diri
2009	J	`jnl`	Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction. Expert Syst. J. Knowl. Eng. Cagatay Catal, Banu Diri
2008	Misc	`conf`	A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines. TASE Cagatay Catal, Banu Diri
2008	B	`conf`	A Fault Prediction Model with Limited Fault Data to Improve Test Process. PROFES Cagatay Catal, Banu Diri
2007	—	`conf`	An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software. DepCoS-RELCOMEX Cagatay Catal, Banu Diri, Bulent Ozumut
2007	B	`conf`	Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System. PROFES Cagatay Catal, Banu Diri