面向全人群全生命历程健康管理决策的多源异构时空大数据融合方法研究

91846205
2018
F0203.软件理论、软件工程与服务
崔立真
重大研究计划
教授
山东大学
240万元
数据融合;全生命历程;多源异构;大数据服务
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Power Rationing for Tradeoff between Energy Consumption and Profit in Multimedia Heterogeneous Networks 期刊论文 Lei Liu;Song Xu;Lizhen Cui;Geyong Min;Haozhe Wang
2 Disease Prediction via Graph Neural Networks 期刊论文 Sun Zhenchao;Yin Hongzhi;Chen Hongxu;Chen Tong;Cui Lizhen;Yang Fan
3 D-colSimulation: A Distributed Approach for Frequent Graph Pattern Mining based on colSimulation in a Single Large Graph 会议论文 Guanqi Hua;Junhua Zhang;Lizhen Cui;Wei Guo;Xudong Lu;Wei He
4 Attacks Which Do Not Kill Training Make Adversarial Learning Stronger 会议论文 Lizhen Cui
5 Noise-resistant Deep Metric Learning with Ranking-based Instance Selection 会议论文 Chang Liu;Han Yu;Boyang Li;Zhiqi Shen;Zhanning Gao;Peiran Ren;Xuansong Xie;Lizhen Cui;Chunyan Miao
6 CLUE: Personalized Hospital Readmission Prediction Against Data Insufficiency under Imbalanced-Data Environment 会议论文 Qianwen Meng;Lizhen Cui;Guoxian Yu;Han Yu;Wei Guo;Hui Li
7 An Intelligent Genetic Scheme for Multi-Objective Collaboration Services Scheduling 期刊论文 Wei Guo;Lanju Kong;Xudong Lu;Lizhen Cui
8 Estimating urban functional distributions with semantics preserved POI embedding 期刊论文 Weiming Huang;Lizhen Cui;Meng Chen;Chengqi Zhang;Guang-Hui Dong
9 支持持续进化的云应用智能软件开发平台及环境 奖励 崔立真
10 一种基于多视图双聚类的就医欺诈行为检测方法及系统 专利 崔立真
11 服务计算十讲 专著 崔立真
12 A design method for an intelligent manufacturing and service system for rehabilitation assistive devices and special groups 期刊论文 Zilin Wang;Lizhen Cui;Wei Guo;Lei Zhao;Xin Yuan;Xiaosong Gu;Weizhong Tang;Lingguo Bu;Weiming Huang
13 PIDS: An Intelligent Electric Power Management Platform 期刊论文 Yongqing Zheng;Han Yu;Yuliang Shi;Kun Zhang;Shuai Zhen;Li-zhen Cui;Cyril Leung;Chunyan Miao
14 Feature data processing: Making medical data fit deep neural networks 期刊论文 Yingying Xu;Zhi Liu;Yujun Li;Haixia Hou;Yankun Cao;Yuefeng Zhao;Wei Guo;Lizhen Cui
15 Online Risk-Averse Resource Allocation in Queuing Networks 期刊论文 Guodong Yu
16 “四位一体”螺旋式“人工智能+X”研究生培养模式 奖励 崔立真
17 多粒度健康风险评估与临床辅助诊断关键技术 奖励 崔立真
18 一种创新创意的大数据处理方法、服务器及系统 专利 崔立真
19 一种基于知识网络的创意自动生成方法与终端 专利 崔立真
20 一种数据库异常事件缺失数据填充方法及系统 专利 崔立真
21 一种基于知识图谱的电子病历问答方法及系统 专利 崔立真
22 Promoting Higher Revenues for Both Crowdsourcer and Crowds in Crowdsourcing via Contest 会议论文 Song Xu;Lei Liu;Lizhen Cui;Qingzhong Li;Zhongmin Yan
23 An Interpretable Disease Onset Predictive Model using Crossover Attention Mechanism from Electronic Health Records 期刊论文 Wei Guo;Wei Ge;Lizhen Cui;Hui Li;Lanju Kong
24 Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network 期刊论文 Zhi Liu;Yankun Cao;Yujun Li;Xiaoyan Xiao;Qingchen Qiu;Meijun Yang;Yuefeng Zhao;Li-zhen Cui
25 Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification 期刊论文 Meijun Yang;Xiaoyan Xiao;Zhi Liu;Longkun Sun;Wei Guo;Lizhen Cui;Dianmin Sun;Pengfei Zhang;Guang Yang
26 NoiLIn: Do Noisy Labels Always Hurt Adversarial Training? 期刊论文 Jingfeng Zhang;Xilie Xu;Bo Han;Tongliang Liu;Gang Niu;Lizhen Cui;Masashi Sugiyama
27 Group task allocation approach for heterogeneous software crowdsourcing tasks 期刊论文 Xiaojing Yin;Jiwei Huang;Wei He;Wei Guo;Han Yu;Lizhen Cui
28 Value-Oriented Ranking of Online Reviews Based on Reviewer-influenced Graph 会议论文 Yiming Cao;Lizhen Cui;Wei He
29 HealthNet: A Health Progression Network via Heterogeneous Medical Information Fusion 期刊论文 Fuqiang Yu;Lizhen Cui;Huanhuan Chen;Yiming Cao;Ning Liu;Weiming Huang;Yonghui Xu;Hua Lu
30 服务计算技术 专著 崔立真
31 Detecting vulnerable plaque with vulnerability index based on convolutional neural networks 期刊论文 Yankun Cao
32 一种基于深度学习的相似病历查找方法与系统 专利 崔立真
33 一种文本信息的创新度评估方法 专利 崔立真
34 基于行为特征分析的商品推荐方法、系统、设备及介质 专利 崔立真
35 一种基于改进异构信息网络的患者相似度分析方法及系统 专利 崔立真
36 Detection of Wrong Disease Information using Knowledge-based Embedding and Attention 会议论文 Wei Ge;Wei Guo;Lizhen Cui;Hui Li;Lijin Liu
37 Predicting drug-drug interactions based on integrated similarity and semi-supervised learning 期刊论文 Cheng Yan;Guihua Duan;Yayan Zhang;Fang-Xiang Wu;Yi Pan;Jianxin Wang
38 A Category-Aware Deep Model for Successive POI Recommendation on Sparse Check-in Data 会议论文 Yu Fuqiang;Lizhen Cui;Wei Guo;Xudong Lu;Qingzhong Li;Hua Lu
39 Similarity-Aware Collaborative Learning for Patient Outcome Prediction 会议论文 Lizhen Cui
40 “三融一化“的拔尖创新软件人才培养模式探索与实践 奖励 崔立真
41 An Iterative Feedback Mechanism for Auto-Optimizing Software Resource Allocation in Multi-Tier Web Systems 会议论文 Xiaojing Yin;Jiwei Huang;Lei Liu;Wei He;Lizhen Cui
42 Optimal operations planning of electric autonomous vehicles via asynchronous learning in ride-hailing systems 期刊论文 Guodong Yu;Aijun Liu;Jianghua Zhang;Huiping Sun
43 A highly efficient algorithm towards optimal data storage and regeneration cost in multiple clouds 期刊论文 Junhua Zhang;Dong Yuan;Lizhen Cui;Bing Bing Zhou
44 Risk-averse flexible policy on ambulance allocation in humanitarian operations under uncertainty 期刊论文 Yu Guodong;Liu Aijun;Sun Huiping
45 一种专利数据知识图谱的构建方法及装置 专利 崔立真
46 基于Docker的Web数据采集方法、Web服务器及Web数据采集系统 专利 崔立真
47 区块链大文件副本选址方法、系统、设备及存储介质 专利 崔立真
48 一种基于药物组合进行诊断编码纠正的方法及系统 专利 崔立真
49 开发测试运维一体化系统 专利 崔立真
50 Discovering Influential Positions in RFID-Based Indoor Tracking Data 期刊论文 Ye Jin;Lizhen Cui
51 LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things 期刊论文 Guangrong Zhao;Bowen Du;Yiran Shen;Zhenyu Lao;Li-zhen Cui;Hongkai Wen
52 KdTNet: Medical Image Report Generation via Knowledge-Driven Transformer 会议论文 Lizhen Cui
53 Enhancing Sequential Recommendation with Graph Contrastive Learning 会议论文 Zhang Yixin;Liu Yong;Xu Yonghui;Xiong Hao;Lei Chenyi;He Wei;Cui Lizhen;Miao Chunyan
54 Predicting Hospital Readmission Using Graph Representation Learning Based on Patient and Disease Bipartite Graph 会议论文 Lizhen Cui
55 A scenario-based hybrid robust and stochastic approach for joint planning of relief logistics and casualty distribution considering secondary disasters 期刊论文 YuchenLi;Jianghua Zhang;Guodong Yu
56 Balancing demand and supply of multiple urban ecosystem services on different spatial scales 期刊论文 Neele Larondelle;Steffen Lauf
57 面向云应用的软件智能生产平台与环境 奖励 崔立真
58 PIDS: An Intelligent Electric Power Management Platform 奖励 Lizhen Cui
59 Emergency relief network design under ambiguous demands: A distributionally robust optimization approach 期刊论文 Jianghua Zhang;Yuchen Li;Guodong Yu
60 A portable HCI system-oriented EEG feature extraction and channel selection for emotion recognition 期刊论文 Zheng Xiangwei;Liu Xiaofeng;Zhang Yuang;Cui Lizhen;Yu Xiaomei
61 A three-stage stochastic model for emergency relief planning considering secondary disasters 期刊论文 Li Yuchen;Yu Guodong;Zhang Jianghua
62 Biclustering-sim: A Novel Method to Identify Abnormal Co-occurrence Medical Visit Behaviors 会议论文 Ruican Li;Hui Li;Wei Guo;Lizhen Cui
63 Major Depressive Disorder Recognition and Cognitive Analysis Based on Multi-layer Brain Functional Connectivity Networks 期刊论文 Xiaofang Sun;Xiangwei Zheng;Yonghui Xu;Lizhen Cui;Bin Hu
64 基于时序画像图的再住院预测方法和系统 专利 崔立真
65 一种定制数据爬取工作流的方法及系统 专利 崔立真
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