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Yang Cong

Researcher at University of Hong Kong

Publications -  16
Citations -  931

Yang Cong is an academic researcher from University of Hong Kong. The author has contributed to research in topics: Metabolic network & Boolean network. The author has an hindex of 5, co-authored 16 publications receiving 763 citations. Previous affiliations of Yang Cong include Dalian University of Technology & Houston Methodist Hospital.

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Construction of Probabilistic Boolean Networks from a Prescribed Transition Probability Matrix: A Maximum Entropy Rate Approach

TL;DR: In this article, a maximum entropy approach was proposed to solve the inverse problem of constructing a PBN from a given transition probability matrix and a given set of BNs, and the convergence rate of the proposed method was investigated.
Proceedings ArticleDOI

A New Optimization Model for the Construction of Markov Chains

TL;DR: This work proposes to consider maximizing the generalized entropy rate of the Markov chain with a penalty cost as the extra criterion to solve the inverse problem of construction of the transition probability matrix of a Markov chains from a given steady-state probability distribution.