Zobrazeno 1 - 10
of 936
pro vyhledávání: '"Wan, Ke"'
Continuous learning from an immense volume of data streams becomes exceptionally critical in the internet era. However, data streams often do not conform to the same distribution over time, leading to a phenomenon called concept drift. Since a fixed
Externí odkaz:
http://arxiv.org/abs/2407.05375
Social networks represent complex ecosystems where the interactions between users or groups play a pivotal role in information dissemination, opinion formation, and social interactions. Effectively harnessing event sequence data within social network
Externí odkaz:
http://arxiv.org/abs/2405.16059
Recent years, large scale clinical data like patient surveys and medical record data are playing an increasing role in medical data science. These large-scale clinical data, collectively referred to as "real-world data (RWD)". It is expected to be wi
Externí odkaz:
http://arxiv.org/abs/2402.14282
With an increasing focus on precision medicine in medical research, numerous studies have been conducted in recent years to clarify the relationship between treatment effects and patient characteristics. The treatment effects for patients with differ
Externí odkaz:
http://arxiv.org/abs/2309.11914
This study proposes a novel framework based on the RuleFit method to estimate Heterogeneous Treatment Effect (HTE) in a randomized clinical trial. To achieve this, we adopted S-learner of the metaalgorithm for our proposed framework. The proposed met
Externí odkaz:
http://arxiv.org/abs/2307.14766
Autor:
Wan, Ke, Liu, Yiwen
When tackling binary optimization problems using quantum algorithms, the conventional Ising representation and Quantum Approximate Optimization Algorithm (QAOA) encounter difficulties in efficiently handling errors for large-scale problems involving
Externí odkaz:
http://arxiv.org/abs/2305.08056
Publikováno v:
12th World Congress on ITS, 2005
Dynamic traffic assignment and vehicle route guidance have been important problems in ITS for some time. This paper proposes a new model for VRGS, which takes into consideration of the information propagation, user selection and information reaction.
Externí odkaz:
http://arxiv.org/abs/2305.08865
Autor:
Wan, Ke, Kornhauser, Alain
Travel time derivatives are financial instruments that derive their value from road travel times, serving as an underlying asset that cannot be directly traded. Within the transportation domain, these derivatives are proposed as a more comprehensive
Externí odkaz:
http://arxiv.org/abs/2305.02523
Autor:
Wan, Ke, Kornhauser, Alain
This paper investigates Gaussian copula mixture models (GCMM), which are an extension of Gaussian mixture models (GMM) that incorporate copula concepts. The paper presents the mathematical definition of GCMM and explores the properties of its likelih
Externí odkaz:
http://arxiv.org/abs/2305.01479
Autor:
Xin-Kai Li, Yi-Hua Huang, Rui Zhao, Wu-Qiang Cao, Long Lu, Jia-Qi Han, Yang Zhou, Xun Zhang, Wen-Ai Wu, Jian-Jun Tao, Wei Wei, Wan-Ke Zhang, Shou-Yi Chen, Biao Ma, He Zhao, Cui-Cui Yin, Jin-Song Zhang
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-14 (2024)
Abstract Ethylene regulates plant growth, development, and stress adaptation. However, the early signaling events following ethylene perception, particularly in the regulation of ethylene receptor/CTRs (CONSTITUTIVE TRIPLE RESPONSE) complex, remains
Externí odkaz:
https://doaj.org/article/721d8de8a65340de821d83ccf4e04916