Below is a list of CSE@91勛圖厙 faculty/student publications in 2023. The names of faculty members and students are displayed in bold and italics, respectively. For 2022 publications, please visit here.
Articles in Conference Proceedings
- I. Yilmaz and M. Abouyoussef, FIGO: Fingerprint Identification Approach Using GAN and One Shot Learning Techniques, in Proceedings of the 11th International Symposium on Digital Forensics and Security, pp. 16, 2023.
- M. Abouyoussef, I. Yilmaz, and S. S. Refaat, Secure and Privacy-Preserving Networking Strategy for Dynamic Wireless Charging of EVs, in Proceedings of the 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, pp. 16, 2023.
- A. Moody, M. Spurling, and C. Hu, The Removal of Irrelevant Human Factors in a Multi-Review Corpus Through Text Filtering, in Proceedings of the 14th AHFE International Conference on Human Factors in Software and Systems Engineering, pp. 2227, 2023.
- C. Hu and M. Spurling, Dynamically Monitoring Crowd-Workers Reliability with Interval-Valued Labels, in Proceedings of the 13th AHFE International Conference on Artificial Intelligence and Social Computing, pp. 2231, 2023.
- O. Kursun, H. T. Nguyen, and O. V. Favorov, Cross-Modal Prediction of Superclasses Using Cortex-Inspired Neural Architecture, in Proceedings of the 5th International Conference on Bio-engineering for Smart Technologies, pp. 14, 2023.
- O. Kursun, B. Sarsekeyev, M. Hasanzadeh, A. Patooghy, and O. V. Favorov, Tactile Sensing with Contextually Guided CNNs: A Semisupervised Approach for Texture Classification, in Proceedings of the 7th IEEE International Conference on Robotic Computing, pp. 2530, 2023.
- D. Wang, Y. Sun, W. Li, L. Xie, X. Lu, F. Dufaux, and C. Zhu, A Novel Mode Selection-Based Fast Intra Prediction Algorithm for Spatial SHVC, in Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 15, 2023.
- S. Sazzed and S. Ullah, Enhancing Efficiency and Privacy in Memory-Based Malware Classification Through Feature Selection, Proceedings of the 2023 International Conference on Machine Learning and Applications, pp. 550557, 2023.
Articles in Journals
- M. Abouyoussef and I. Yilmaz, S-BAN: Secure Blockchain-Based Anonymous Networking Strategy for Privacy-Preserving DSM, IEEE Access, vol. 11, pp. 146136146150, 2023.
- M. E. Celebi,Forty Years of Color Quantization: A Modern, Algorithmic Survey, Artificial Intelligence Review, vol. 56, pp. 1395314034, 2023.
- M. E. Celebi, C. Barata, A. Halpern, P. Tschandl, M. Combalia, and Y. Liu, Guest Editorial: Skin Image Analysis in the Age of Deep Learning, IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 1, pp. 143144, 2023.
- M. E. Celebi and M.-L. Perez-Delgado, CQ100: A High-Quality Image Dataset for Color Quantization Research, Journal of Electronic Imaging, vol. 32, no. 3, 033019, 2023.
- L. Bi, M. E. Celebi, H. Iyatomi, P. Fernandez-Penas, and J. Kim, Image Analysis in Advanced Skin Imaging Technology, Computer Methods and Programs in Biomedicine, vol. 238, 107599, 2023.
- A. A. Shah, A. S. A. Shaker, S. Jabbar, Q. Abbas, T. S. Al-Balawi, M. E. Celebi, An Ensemble-Based Deep Learning Model for Detection of Mutation Causing Cutaneous Melanoma, Scientific Reports, vol. 13, article no. 22251, 2023.
- Z. Mirikharaji, K. Abhishek, A. Bissoto, C. Barata, S. Avila, E. Valle, M. E. Celebi, and G. Hamarneh, A Survey on Deep Learning for Skin Lesion Segmentation, Medical Image Analysis, vol. 88, 102863, 2023.
- L. Le, P. N. Hurtado, I. Lawrence, Q. Tian, and B. Chen, Applying Neural Networks in Wineinformatics with the New Computational Wine Wheel, Fermentation, vol. 9, no. 7, 629, 2023.
- D. Wang, X. Lu, Y. Sun, Q. Wang, W. Li, F. Dufaux, and C. Zhu, A Probability-Based Zero-Block Early Termination Algorithm for QSHVC, IEEE Transactions on Broadcasting, vol. 69, no. 2, pp. 469481, 2023.
- D. Wang, Y. Sun, W. Li, L. Xie, X. Lu, F. Dufaux, C. Zhu, Hybrid Strategies for Efficient Intra Prediction in Spatial SHVC, IEEE Transactions on Broadcasting, vol. 69, no. 2, pp. 455468, 2023.
Books
- M. E. Celebi, M. S. Salekin, H. Kim, and S. Albarqouni, eds., Medical Image Computing and Computer Assisted Intervention MICCAI 2023 Workshops, Springer, 2023.
- B. Chen, Wineinformatics: A New Data Science Application, Springer, 2023.