1.2k citations · 2k across the 14 of their papers we have counts for
14 papers
Recommending investors for new startups by integrating network diffusion and investors' domain preference
Shuqi Xu, Qianming Zhang, Linyuan Lv +1
Over the past decade, many startups have sprung up, which create a huge demand for financial support from venture investors. However, due to the information asymmetry between inves…
Segregation in Religion Networks
Jiantao Hu, Qian-Ming Zhang, Tao Zhou
Religious beliefs could facilitate human cooperation [1-6], promote civic engagement [7-10], improve life satisfaction [11-13] and even boom economic development [14-16]. On the ot…
Vital nodes identification in complex networks
Linyuan Lü, Duanbing Chen, Xiao-Long Ren +3
Real networks exhibit heterogeneous nature with nodes playing far different roles in structure and function. To identify vital nodes is thus very significant, allowing us to contro…
Promotion and resignation in employee networks
Jia Yuan, Qian-Ming Zhang, Jian Gao +4
Enterprises have put more and more emphasis on data analysis so as to obtain effective management advices. Managers and researchers are trying to dig out the major factors that lea…
Measuring multiple evolution mechanisms of complex networks
Qian-Ming Zhang, Xiao-Ke Xu, Yu-Xiao Zhu +1
Numerous concise models such as preferential attachment have been put forward to reveal the evolution mechanisms of real-world networks, which show that real-world networks are usu…
Whether Information Network Supplements Friendship Network
Lili Miao, Qian-Ming Zhang, Da-Chen Nie +1
Homophily is a significant mechanism for link prediction in complex network, of which principle describes that people with similar profiles or experiences tend to tie with each oth…
Predicting missing links and their weights via reliable-route-based method
Jing Zhao, Lili Miao, Haiyang Fang +3
Link prediction aims to uncover missing links or predict the emergence of future relationships according to the current networks structure. Plenty of algorithms have been developed…
Geography and similarity of regional cuisines in China
Yu-Xiao Zhu, Junming Huang, Zi-Ke Zhang +3
Food occupies a central position in every culture and it is therefore of great interest to understand the evolution of food culture. The advent of the World Wide Web and online rec…
Extracting the information backbone in online system
Qian-Ming Zhang, An Zeng, Ming-Sheng Shang
Information overload is a serious problem in modern society and many solutions such as recommender system have been proposed to filter out irrelevant information. In the literature…
Potential Theory for Directed Networks
Qian-Ming Zhang, Linyuan Lü, Wen-Qiang Wang +2
Uncovering factors underlying the network formation is a long-standing challenge for data mining and network analysis. In particular, the microscopic organizing principles of direc…
Evaluating Network Models: A Likelihood Analysis
Wen-Qiang Wang, Qian-Ming Zhang, Tao Zhou
Many models are put forward to mimic the evolution of real networked systems. A well-accepted way to judge the validity is to compare the modeling results with real networks subjec…
Link prediction in complex networks: a local na\"ıve Bayes model
Zhen Liu, Qian-Ming Zhang, Linyuan Lü +1
Common-neighbor-based method is simple yet effective to predict missing links, which assume that two nodes are more likely to be connected if they have more common neighbors. In su…
Uncovering missing links with cold ends
Yu-Xiao Zhu, Linyuan Lü, Qian-Ming Zhang +1
To evaluate the performance of prediction of missing links, the known data are randomly divided into two parts, the training set and the probe set. We argue that this straightforwa…
Similarity-Based Classification in Partially Labeled Networks
Qian-Ming Zhang, Ming-Sheng Shang, Linyuan Lu
We propose a similarity-based method, using the similarity between nodes, to address the problem of classification in partially labeled networks. The basic assumption is that two n…