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pro vyhledávání: '"Su, Juan"'
Recently, Hadfield has proposed a novel Quantum Alternating Operator Ansatz (QAOA+) to tackle Constrained Combinatorial Optimization Problems (CCOPs), and it has wide applications. However, the large requirement of multi-qubit controlled gates in QAO
Externí odkaz:
http://arxiv.org/abs/2405.04303
Neural network is a powerful learning paradigm for data feature learning in the era of big data. However, most neural network models are deterministic models that ignore the uncertainty of data. Fuzzy neural networks are proposed to address this prob
Externí odkaz:
http://arxiv.org/abs/2403.09318
The Quantum Alternating Operator Ansatz (QAOA+) is one of the Variational Quantum Algorithm (VQA) specifically developed to tackle combinatorial optimization problems by exploring the feasible space in search of a target solution. For constrained opt
Externí odkaz:
http://arxiv.org/abs/2312.06922
Autor:
Guo, Yeye, Shen, Minxue, Zhang, Xu, Xiao, Yi, Zhao, Shuang, Yin, Mingzhu, Bu, Wenbo, Wang, Yan, Chen, Xiang, Su, Juan
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 9, p e22288 (2020)
BackgroundThe outbreak of COVID-19 has profoundly influenced people’s lifestyles; these impacts have varied across subgroups of people. The pandemic-related impacts on the health outcomes of people with dermatological conditions are unknown. Objec
Externí odkaz:
https://doaj.org/article/18b42f6cddf04244b4ab63effdfce7d6
As a general framework, Matrix Exponential Dimensionality Reduction (MEDR) deals with the small-sample-size problem that appears in linear Dimensionality Reduction (DR) algorithms. High complexity is the bottleneck in this type of DR algorithm becaus
Externí odkaz:
http://arxiv.org/abs/2306.09606
Recently, Zhou et al. have proposed a novel Interpolation-based (INTERP) strategy to generate the initial parameters for the Parameterized Quantum Circuit (PQC) in Quantum Approximate Optimization Algorithm (QAOA). INTERP produces the guess of the in
Externí odkaz:
http://arxiv.org/abs/2306.06986
The Quantum Alternating Operator Ansatz (QAOA+) is an extension of the Quantum Approximate Optimization Algorithm (QAOA), where the search space is smaller in solving constrained combinatorial optimization problems. However, QAOA+ requires a trivial
Externí odkaz:
http://arxiv.org/abs/2211.15266
Autor:
Qing-Rui Wu, Hui Yang, Hui-Dan Zhang, Yong-Jiang Cai, Yan-Xiang Zheng, Heng Fang, Zi-Fan Wang, Su-Juan Kuang, Fang Rao, Huan-Lei Huang, Chun-Yu Deng, Chun-Bo Chen
Publikováno v:
Cell Death Discovery, Vol 10, Iss 1, Pp 1-11 (2024)
Abstract Pyroptosis plays a crucial role in sepsis, and the abnormal handling of myocyte calcium (Ca2+) has been associated with cardiomyocyte pyroptosis. Specifically, the inositol 1,4,5-trisphosphate receptor type 2 (IP3R2) is a Ca2+ release channe
Externí odkaz:
https://doaj.org/article/d16c13dc467b4792bdef3654675c5912
Autor:
Guo, Ming-Chao, Liu, Hai-Ling, Pan, Shi-Jie, Li, Wen-Min, Qin, Su-Juan, Huang, Xin-Yi, Gao, Fei, Wen, Qiao-Yan
Anomaly detection of sequences is a hot topic in data mining. Anomaly Detection using Piecewise Aggregate approximation in the Amplitude Domain (called ADPAAD) is one of the widely used methods in anomaly detection of sequences. The core step in the
Externí odkaz:
http://arxiv.org/abs/2209.08594
Mean Centering (MC) is an important data preprocessing technique, which has a wide range of applications in data mining, machine learning, and multivariate statistical analysis. When the data set is large, this process will be time-consuming. In this
Externí odkaz:
http://arxiv.org/abs/2208.02143