Cagatay Catal

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Publications (122)

• Towards emotion-aware online learning through facial expression analysis
  International Journal of Intelligent Computing and Cybernetics 2026 DOI: 10.1108/IJICC-04-2026-0372
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• Chaos experiments in microservice architectures: A systematic literature review
  Computer Standards & Interfaces 2026 DOI: 10.1016/j.csi.2025.104116
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• Multimodal insights into diverse pain experiences: PhysioPain dataset
  Data in Brief 2025 DOI: 10.1016/j.dib.2025.111992
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• The use of large language models for program repair
  Computer Standards & Interfaces 2025 DOI: 10.1016/j.csi.2024.103951
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• Strategic technological innovation investment: enhancing resilience in the age of digital transformation
  Journal of Innovative Digital Transformation 2025 DOI: 10.1108/JIDT-05-2024-0010
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• Large language models for code completion: A systematic literature review
  Computer Standards & Interfaces 2025 DOI: 10.1016/j.csi.2024.103917
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• Unsupervised Machine Learning Approaches for Test Suite Reduction
  Applied Artificial Intelligence 2024 DOI: 10.1080/08839514.2024.2322336
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• The use of multi-task learning in cybersecurity applications: a systematic literature review
  Neural Computing and Applications 2024 DOI: 10.1007/s00521-024-10436-3
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• Privacy and Integrity Protection for IoT Multimodal Data Using Machine Learning and Blockchain
  ACM Transactions on Multimedia Computing, Communications, and Applications 2024 DOI: 10.1145/3638769
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• Biosignals, facial expressions, and speech as measures of workplace stress: Workstress3d dataset
  Data in Brief 2024 DOI: 10.1016/j.dib.2024.110303
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• NeuroBioSense: A multidimensional dataset for neuromarketing analysis
  Data in Brief 2024 DOI: 10.1016/j.dib.2024.110235
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• Web service discovery: Rationale, challenges, and solution directions
  Computer Standards & Interfaces 2024 DOI: 10.1016/j.csi.2023.103794
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• Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation
  Multimedia Tools and Applications 2024 DOI: 10.1007/s11042-024-18491-7
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• Neurophysiological and biosignal data for investigating occupational mental fatigue: MEFAR dataset
  Data in Brief 2024 DOI: 10.1016/j.dib.2023.109896
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• Stacking-based ensemble learning for remaining useful life estimation
  Soft Computing 2024 DOI: 10.1007/s00500-023-08322-6
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• Domain Specific Transformers-Based Prioritization of Re-admission for Patients in Healthcare
  2023 DOI: 10.1145/3639233.3639350
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• The role of Reinforcement Learning in software testing
  Information and Software Technology 2023 DOI: 10.1016/j.infsof.2023.107325
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• The use of generative adversarial networks in medical image augmentation
  Neural Computing and Applications 2023 DOI: 10.1007/s00521-023-09100-z
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• Plant disease detection using drones in precision agriculture
  Precision Agriculture 2023 DOI: 10.1007/s11119-023-10014-y
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• Design and implementation of a deep learning-empowered m-Health application
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-17041-x
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