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Quantum Machine Learning models for predicting disease
Keywords Quantum Machine Learning, Kernel Methods, Quantum Classifier  +
Level Master  +
OneLineSummary explore quantum models, including hybrid (classical-quantum), and apply them to different disease prediction tasks  +
References 1. Tiwari, P., Dehdashti, S., Obeid, A. K. … 1. Tiwari, P., Dehdashti, S., Obeid, A. K., Marttinen, P., & Bruza, P. (2022). Kernel method based on non-linear coherent states in quantum feature space. Journal of Physics A: Mathematical and Theoretical, 55(35), 355301. 2. Laxminarayana, N., Mishra, N., Tiwari, P., Garg, S., Behera, B. K., & Farouk, A. (2022). Quantum-Assisted Activation for Supervised Learning in Healthcare-based Intrusion Detection Systems. IEEE Transactions on Artificial Intelligence. 3. Tiwari, P., & Melucci, M. (2018, October). Towards a quantum-inspired framework for binary classification. In Proceedings of the 27th ACM international conference on information and knowledge management. 4. Zhang, Y., Liu, Y., Li, Q., Tiwari, P., Wang, B., Li, Y., ... & Song, D. (2021). CFN: a complex-valued fuzzy network for sarcasm detection in conversations. IEEE Transactions on Fuzzy Systems, 29(12), 3696-3710. 5. Moreira, C., Tiwari, P., Pandey, H. M., Bruza, P., & Wichert, A. (2020). Quantum-like influence diagrams for decision-making. Neural Networks, 132, 190-210.ion-making. Neural Networks, 132, 190-210.
StudentProjectStatus Open  +
Supervisors Prayag Tiwari +
TimeFrame ASAP  +
Title Quantum Machine Learning models for predicting disease  +
Categories StudentProject  +
Modification dateThis property is a special property in this wiki. 2 October 2022 21:58:24  +
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