Search Results - "Dou, Zengfa"

Predicting combinations of drugs by exploiting graph embedding of heterogeneous networks by Song, Fei, Tan, Shiyin, Dou, Zengfa, Liu, Xiaogang, Ma, Xiaoke

“…Drug combination, offering an insight into the increased therapeutic efficacy and reduced toxicity, plays an essential role in the therapy of many complex…”
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Inferring Functional Epigenetic Modules by Integrative Analysis of Multiple Heterogeneous Networks by Dou, Zengfa, Ma, Xiaoke

“…Gene expression and methylation are critical biological processes for cells, and how to integrate these heterogeneous data has been extensively investigated,…”
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A hybrid method of detecting flame from video stream by Dou, Zengfa, Ma, Xiaoke, Xie, Xianghua, Liu, Hui, Guo, Chubing

“…In this paper, a method of detecting flame from video stream is proposed exploiting the characteristics of the disordered movement, rapid deformation and…”
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Image restoration with group sparse representation and low‐rank group residual learning by Cai, Zhaoyuan, Xie, Xianghua, Deng, Jingjing, Dou, Zengfa, Tong, Bo, Ma, Xiaoke

“…Image restoration, as a fundamental research topic of image processing, is to reconstruct the original image from degraded signal using the prior knowledge of…”
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Learning multi-level topology representation for multi-view clustering with deep non-negative matrix factorization by Dou, Zengfa, Peng, Nian, Hou, Weiming, Xie, Xianghua, Ma, Xiaoke

“…Clustering of multi-view data divides objects into groups by preserving structure of clusters in all views, requiring simultaneously takes into consideration…”
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Embedding regularized nonnegative matrix factorization for structural reduction in multi-layer networks by Huang, Zhihao, Dou, Zengfa, Ma, Xiaoke

“…A variety of complex systems from nature and society, ranging from biological to technological systems, can be effectively modeled by networks. The multiplex…”
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Clustering dynamic networks by discriminating roles of vertices and capturing temporality with subsequent feature projection by Ma, Yaxiong, Gao, Yue, Dou, Zengfa, Huang, Guohua, Ma, Xiaoke

“…Clustering dynamic networks has gained popularity due to the need to analyze complex systems that evolve over time, which cannot be fully characterized by…”
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Detecting dynamic community by fusing network embedding and nonnegative matrix factorization by Li, Dongyuan, Zhong, Xiaoxiong, Dou, Zengfa, Gong, Maoguo, Ma, Xiaoke

“…Many systems in nature and society, ranging from types of cancers to engineering, can be modeled as temporal networks. Identification of dynamic communities is…”
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A Novel Two-stage Analysis Method for Customer's Requirement by Hai Zhu, Zengfa Dou, Wengang Zhou

“…In order to analyze the requirement of customer, we proposed a two-stage analysis method: in the first stage, the data point is clustered to several…”
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Path planning for fixed-wing UAVs based on expert knowledge and improved VFH in cluttered environments by Zhang, Haozhe, Zhang, Yongping, Guo, Chubing, Wang, Teng, Fan, Liyuan, Hu, Jinwen, Xu, Zhao, Dou, Zengfa, Zhang, Kai, Liang, Jingyuan

“…Obstacle avoidance is a vital problem for flight safety. This paper proposes a fixed wing unmanned aerial vehicle (UAV) path planning algorithm for obstacle…”
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