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Publications (2021)

Below is a list of CS@ 每日大赛网站 faculty/student publications in 2021. The names of faculty members and students are displayed in bold and italics, respectively. For 2020 publications, please visit here.

Articles in Conference Proceedings

  • A. Kurt, S. Mercan, E. Erdin, and K. Akkaya, 鈥淓nabling Micro-payments on IoT Devices using Bitcoin Lightning Network,鈥 in Proceedings of the 2021 IEEE International Conference on Blockchain and Cryptocurrency, 2021.
  • S. Shedage, J. Farmer, D. Demirel, T. Halic, S. Kockara, V. Arikatla, K. Sexton, and S. Ahmadi, 鈥淒evelopment of Virtual Skill Trainers and Their Validation Study Analysis Using Machine Learning,鈥 in Proceedings of the 5th International Conference on Information System and Data Mining, pp. 8鈭13, 2021.
  • K. Oumimoun, B. Eubanks, W. Kwabla, A. Patooghy, S. Arikatla, and T. Halic, 鈥淎 Solo-Checkpointing Co-Recovery Mechanism for Reliability Improvement of Cyber-Physical Systems,鈥 in Proceedings of the 2021 IEEE International Midwest Symposium on Circuits and Systems, pp. 88鈭91, 2021.
  • C. Hu, V. S. Sheng, N. Wu, and X. Wu, 鈥淢anaging Uncertainty in Crowdsourcing with Interval-Valued Labels,鈥 in Proceedings of the North American Fuzzy Information Processing Society Annual Conference, pp. 166鈭178, 2021.
  • H. Zhan, K. Zhang, C. Hu, and V. Sheng, 鈥淢ulti-Objective Privacy-Preserving Text Representation Learning,鈥 in Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 3612鈭3616, 2021.
  • H. Zhan, K. Zhang, C. Hu, and V. Sheng, 鈥$K^2$-GNN: Multiple Users鈥 Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks,鈥 in Proceedings of the 13th Asian Conference on Machine Learning, pp. 1477鈭1492, 2021.
  • H. Zhan, K. Zhang, C. Hu, and V. S. Sheng, 鈥淕ated Graph Neural Networks (GG-NNs) for Abstractive Multi-Comment Summarization,鈥 in聽 Proceedings of the 2021 IEEE International Conference on Big Knowledge, pp. 323鈭330, 2021.
  • M. Spurling, C. Hu, H. Zhan, and V. S. Sheng, 鈥淓stimating Crowd-Worker鈥檚 Reliability with Interval-Valued Labels to Improve the Quality of Crowdsourced Work,鈥 in聽 Proceedings of the 2021 IEEE Symposium Series on Computational Intelligence, 2021.
  • B. Eubanks, A. Patooghy, and O. Kursun, 鈥淩eliability Assessment of Tiny Machine Learning Algorithms in the Presence of Control Flow Errors,鈥 in聽Proceedings of the 2021 IEEE International Midwest Symposium on Circuits and Systems, pp. 50鈭54, 2021.
  • J. Osborne, A. Patooghy, B. Sarsekeyev, and O. Kursun, 鈥淓co-CMB: A Hardware-Accelerated Band-Power Feature Extractor for Tactile Embedded Systems,鈥 in Proceedings of the 2021 IEEE International Midwest Symposium on Circuits and Systems, pp. 198鈭203, 2021.
  • S. Bobba and V. Paruchuri, 鈥淪ingle Sign-On Using Contactless Smart Cards and Fingerprint Authentication,鈥 in Proceedings of the International Conference on Broadband and Wireless Computing, Communication and Applications, pp. 158鈭166, 2021.
  • M. S. Shirazi and A. Patooghy, 鈥淎 Vision-based Framework for Intersection Monitoring and Signal Evaluation,鈥 in Proceedings of the 2021 IEEE International Smart Cities Conference, 2021.

Articles in Journals

  • M. Nabil, M. Mahmoud, A. Sherif, A. Alsharif, and M. Abdallah, 鈥淓fficient and Privacy-Preserving Ride Sharing Organization for Transferable and Non-Transferable Services,鈥 IEEE Transactions on Dependable and Secure Computing, vol. 18, no. 3, pp. 1291鈭1306, 2021.
  • C. Barata, M. E. Celebi, and J. S. Marques, 鈥淓xplainable Skin Lesion Diagnosis Using Taxonomies,鈥 Pattern Recognition, vol. 110, 107413, 2021.
  • P. Shamsolmoali, M. Zareapoor, E. Granger, H. Zhou, R.Wang, M. E. Celebi, and J. Yang, 鈥淚mage Synthesis with Adversarial Networks: A Comprehensive Survey and Case Studies,鈥 Information Fusion, vol. 72, pp. 126鈥146, 2021.
  • P. Shamsolmoali, S. Garcia, H. Zhou, and M. E. Celebi, 鈥淎dvances in Domain Adaptation for Computer Vision,鈥 Image and Vision Computing, vol. 114,聽104268, 2021.
  • R. Rastghalam, H. Danyali, M. S. Helfroush, M. E. Celebi, and M. Mokhtari, 鈥淪kin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization,鈥 IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 9, pp. 3486鈥3497, 2021.
  • S. Wang, M. E. Celebi, Y. D. Zhang, X. Yu, S. Lu, X. Yao, Q. Zhou, M. Martinez-Garcia, Y. Tian, J. M. Gorriz, and I. Tyukin, 鈥淎dvances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects,鈥 Information Fusion, vol. 76, pp. 376鈥421, 2021.
  • J. McCune, A. Riley, and B. Chen, 鈥淐lustering in Wineinformatics with Attribute Selection to Increase Uniqueness of Clusters,鈥 Fermentation, vol. 7, no. 1, 27, 2021.
  • W. Kwabla, F. Coulibaly, Y. Zhenis, and B. Chen, 鈥淲ineinformatics: Can Wine Reviews in Bordeaux Reveal Wine Aging Capability?,鈥 Fermentation, vol. 7, no. 4, 236, 2021.
  • Z. Dong, T. Atkison, and B. Chen, 鈥淲ineinformatics: Using the Full Power of the Computational Wine Wheel to Understand 21st Century Bordeaux Wines from the Reviews,鈥 Beverages, vol. 7, no. 1, 3, 2021.
  • E. Erdin, M. Cebe, K. Akkaya, E. Bulut, and S. Uluagac, 鈥淎 Scalable Private Bitcoin Payment Channel Network with Privacy Guarantees,鈥 Journal of Network and Computer Applications, vol. 180, 103021, 2021.
  • S. Mercan, E. Erdin, and K. Akkaya, 鈥淚mproving Transaction Success Rate in Cryptocurrency Payment Channel Networks,鈥 Computer Communications, vol. 166, pp. 196鈥207, 2021.
  • S. Mercan, A. Kurt, K. Akkaya, and E. Erdin, 鈥淐ryptocurrency Solutions to Enable Micropayments in Consumer IoT,鈥 IEEE Consumer Electronics Magazine, vol. 11, no. 2, 97鈥103, 2021.
  • A. Amirany, G. Epperson, A. Patooghy, and R. Rajaei, 鈥淎ccuracy Adaptive Spintronic Adder for Image Processing Applications,鈥 IEEE Transactions on Magnetics, vol. 57, no. 6, 3401310, 2021.
  • M. Said, A. Sarihi, A. Patooghy, A. M. El-Mohandes, A. H. A. Badawy, and F. Gebali, 鈥淣ovel Flexible Buffering Architectures for 3D-NoCs,鈥 Sustainable Computing: Informatics and Systems, vol. 29, part B, 100472, 2021.
  • A. Sarihi, A. Patooghy, M. Amininasab, M. S. Shirazi, and A. H. A. Badawy, 鈥淛oint Security and Performance Improvement in Multilevel Shared Caches,鈥 IET Information Security, vol. 15, no. 4, pp. 297鈥308, 2021.
  • A. Sarihi, A. Patooghy, A. Khalid, M. Hasanzadeh, M. Said, and A. H. A. Badawy, 鈥淎 Survey on the Security of Wired, Wireless, and 3D Network-on-Chips,鈥 IEEE Access, vol. 9, pp. 107625鈥107656, 2021.
  • Y. Sun, R. Childers, and J. Hilton, 鈥淣ew Bufferless Rate Control for High Efficiency Video Coding,鈥 Multimedia Tools and Applications, vol. 80, pp. 28761鈥28776, 2021.