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Publications (2022)

Below is a list of CSE@UCA faculty/student publications in 2022. Names of faculty members and students are displayed in bold and italics, respectively. For 2021 publications, please visit here.

Articles in Conference Proceedings

  • F. Dinc, K. Oumimoun, W. Kwabla, S. Kockara, T. Halic, S. Arikatla, and S. Ahmadi, “Towards Real-time Bone Drilling Simulation for Anchor Placement in VR Based Arthroscopic Rotator Cuff Surgery Simulation,” in Proceedings of the AMIA Annual Symposium, pp. 178–185, 2022.
  • H. Zhan, K. Zhang, C. Hu, and V. Sheng, “New Threats to Privacy-preserving Text Representations,” in Proceedings of the 55th Hawaii International Conference on System Sciences, pp. 768–777, 2022.
  • A. Moody, C. Hu, H. Zhan, M. Spurling, and V. S. Sheng, “Towards Explainable Summary of Crowdsourced Reviews Through Text Mining,” in Proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 528–541, 2022.
  • M. Spurling, C. Hu, H. Zhan, and V. S. Sheng, “Anomaly Detection in Crowdsourced Work with Interval-Valued Labels,” in Proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 504–516, 2022.
  • D. Wang, X. Wang, Y. Sun, W. Li, X. Lu, and F. Dufaux, “Gaussian Distribution-Based Mode Selection for Intra Prediction of Spatial SHVC,” in Proceedings of the 2022 IEEE International Conference on Image Processing, pp. 2711–2715, 2022.

Articles in Journals

  • A. D. Abernathy and M. E. Celebi, “The Incremental Online K-Means Clustering Algorithm and Its Application to Color Quantization,” Expert Systems with Applications, vol. 207, 117927, 2022.
  • S. Wang, Z. Dong, Z. Zhang, Y. Huo, M. E. Celebi, and C. Shan, “Guest Editorial: Emerging Challenges for Deep Learning,” IEEE Journal of Biomedical and Health Informatics,” vol. 26, no. 11, pp. 5287–5288, 2022.
  • M. E. Celebi, C. Barata, A. Halpern, P. Tschandl, M. Combalia, and Y. Liu, “Guest Editorial: Image Analysis in Dermatology,” Medical Image Analysis, vol. 79, 102468, 2022.
  • R. Jiang, P. Chazot, N. Pavese, D. Crookes, A. Bouridane, and M. E. Celebi, “Private Facial Prediagnosis as an Edge Service for Parkinson’s DBS Treatment Valuation,” IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 6, pp. 2703–2713, 2022.
  • R. Daneshjou, C. Barata, B. Betz-Stablein, M. E. Celebi, N. Codella, M. Combalia, P. Guitera, D. Gutman, A. Halpern, B. Helba, H. Kittler, K. Kose, K. Liopyris, J. Malvehy, H. S. Seog, H. P. Soyer, E. R. Tkaczyk, P. Tschandl, and V. Rotemberg, “Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines from the International Skin Imaging Collaboration Artificial Intelligence Working Group,” JAMA Dermatology, vol. 158, no. 1, pp. 90–96, 2022.
  • Q. Tian, B. Whiting, and B. Chen, “Wineinformatics: Comparing and Combining SVM Models Built by Wine Reviews from Robert Parker and Wine Spectator for 95 + Point Wine Prediction,” Fermentation, vol. 8, no. 4, 2022.
  • J. Dials, D. Demirel, T. Halic, S. De, A. Ryason, S. Kundumadam, M. Al-Haddad, and M. A. Gromski “Hierarchical Task Analysis of Endoscopic Sleeve Gastroplasty,” Surgical Endoscopy, vol. 36, pp. 5167–5182, 2022.
  • G. Sankaranarayanan, L. M. Parker, K. Jacinto, D. Demirel, T. Halic, S. De, and J. W. Fleshman, “Development and Validation of Task-Specific Metrics for the Assessment of Linear Stapler-Based Small Bowel Anastomosis,” Journal of the American College of Surgeons, vol. 235, no. 6, pp. 881–893, 2022.
  • D. Demirel, B. Palmer, G. Sundberg, B. Karaman, T. Halic, S. Kockara, N. Kockara, M. E. Rogers, and S. Ahmadi, “Scoring Metrics for Assessing Skills in Arthroscopic Rotator Cuff Repair: Performance Comparison Study of Novice and Expert Surgeons,” International Journal of Computer Assisted Radiology and Surgery, vol. 17, pp. 1823–1835, 2022.
  • Y. Zhou, G. Xu, K. Tang, L. Tian, and Y. Sun, “Video Coding Optimization in AVS2,” Information Processing & Management, vol. 59, no. 2, 102808, 2022.
  • L. Wang, Y. Sun, and Z. Wang, “CCS-GAN: A Semi-Supervised Generative Adversarial Network for Image Classification,” The Visual Computer, vol. 38, pp. 2009–2021, 2022.
  • D. Wang, Y. Sun, J. Liu, F. Dufaux, X. Lu, and B. Hang, “Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC,” IEEE Transactions on Broadcasting, vol. 68, np. 1, pp. 83–96, 2022.