面向社交网络的药物不良反应的隐含知识发现

61572102
2015
F0211.信息检索与社会计算
林鸿飞
面上项目
教授
大连理工大学
64万元
关系抽取;文本挖掘;命名实体识别;观点挖掘;社交网络
2016-01-01到2019-12-31
  • 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 Chemical–protein interaction extraction via contextualized word representations and multihead attention 期刊论文 Zhang Yijia;Lin Hongfei;Yang Zhihao;Wang Jian;Sun Yuanyuan
2 Detecting Adverse Drug Reactions from Social Media Based on Multi-channel Convolutional Neural Networks 期刊论文 Chen Shen;Hongfei Lin;Kai Guo;Kan Xu;Zhihao Yang;Jian Wang
3 Personality predictions based on user behavior on the facebook social media platform 期刊论文 Michael M. Tadesse;Hongfei Lin;Bo Xu;Liang Yang
4 SemaTyP: a knowledge graph based literature mining method for drug discovery 期刊论文 Shengtian Sang;Zhihao Yang;Lei Wang;Xiaoxia Liu;Hongfei Lin;Jian Wang
5 基于词向量和EMD距离的短文本聚类 期刊论文 黄栋;徐博;许侃;林鸿飞;杨志豪
6 基于多任务学习的生物医学实体关系抽取 期刊论文 李青青;杨志豪;罗凌;林鸿飞;王健
7 Refining word reesprentations by manifold learning 会议论文 Yonghe Chu;Lin Hongfei;Yang Liang;Diao Yufeng;Zhang Shaowu;Xiaochao Fan
8 Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths 期刊论文 Zhang Yijia;Zheng Wei;Lin Hongfei;Wang Jian;Yang Zhihao;Dumontier Michel
9 微博社交网络的用户影响力评价方法 期刊论文 吴慧;张绍武;林鸿飞
10 基于注意机制的化学药物命名实体识别 期刊论文 杨培;杨志豪;罗凌;林鸿飞;王健
11 基于混合模型的生物事件触发词检测 期刊论文 李浩瑞;王健;林鸿飞;杨志豪;张益嘉
12 PC-SENE: A node embedding based method for protein complex detection 会议论文 Xiaoxia Liu;Zhihao Yang;Shengtian Sang;Lei Wang;Yin Zhang;Hongfei Lin;Bo Xu;Yijia Zhang;Liang Yang;Kan Xu;Jian Wang
13 An effective neural model extracting document level chemical-induced disease relations from biomedical literature 期刊论文 Wei Zheng;Hongfei Lin;Zhiheng Li;Xiaoxia Liu;Zhengguang Li;Bo Xu;Yijia Zhang;Zhihao Yang;Jian Wang
14 Learning to Rank with Query-level Semi-supervised Autoencoders 会议论文 Xu Bo;Lin Hongfei;Lin Yuan;Xu Kan
15 HMNPPID:A Database of Protein-protein Interactions Associated with Human Malignant Neoplasms 会议论文 Qingqing Li;Zhihao Yang;Zhehuan Zhao;Ling Luo;Zhiheng Li;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Yijia Zhang
16 Document triage for identifying protein–protein interactions affected by mutations: a neural network ensemble approach 期刊论文 Ling Luo;Zhihao Yang;Hongfei Lin;Jian Wang
17 生物医学文献中的蛋白质关系抽取研究 期刊论文 赵哲焕;杨志豪;孙聪;林鸿飞
18 基于社会化标注和网页分类的个性化检索方法 期刊论文 管毅舟;徐博;林原;林鸿飞
19 基于细粒度词表示的命名实体识别研究 期刊论文 林广和;张绍武;林鸿飞
20 Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach 会议论文 Ling Luo;Zhihao Yang;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
21 An attention-based effective neural model for drug-drug interactions extraction 期刊论文 Wei Zheng;Hongfei Lin;Ling Luo;Zhehuan Zhao;Zhenggua Li;Yijia Zhang;Zhihao Yang;Jian Wang
22 Learning to refine expansion terms for biomedical information retrieval using semantic resources 期刊论文 Xu Bo;Lin Hongfei;Lin Yuan
23 A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery 会议论文 Shengtian Sang;Zhihao Yang;Xiaoxia Liu;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
24 Globality-Locality Preserving Maximum Variance Extreme Learning Machine 期刊论文 Chu Yonghe;Lin Hongfei;Yang Liang;Diao Yufeng;Zhang Dongyu;Zhang Shaowu;Fan Xiaochao;Shen Chen;Yan Deqin
25 A graph kernel based on context vectors for extracting drug-drug interactions 期刊论文 Wei Zheng;Hongfei Lin;Zhehuan Zhao;Bo Xu;Yijia Zhang;Zhihao Yang;Jian Wang
26 一种面向代码检索的查询扩展方法 专利 林鸿飞;徐博;林原
27 联合attention机制与神经网络的生物医学实体关系分类方法 专利 林鸿飞;郑巍
28 种基于候选事件元素注意力机制的生物事件抽取方法 专利 王健;王安然;林鸿飞
29 面向社交网络的潜在药物不良反应发现 期刊论文 赵明珍;林鸿飞;徐博;郝辉辉
30 一种融合语义资源的生物医学查询理解方法 期刊论文 徐博;林鸿飞;林原;徐侃
31 Improve biomedical information retrieval using modified learning to rank methods 期刊论文 Xu Bo;Lin Hongfei;Lin Yuan;Ma Yunlong;Yang Liang;Wang Jian;Yang Zhihao
32 Improve Diversity-oriented Biomedical Information Retrieval using Supervised Query Expansion 会议论文 Bo Xu;Hongfei Lin;Liang Yang;Kan Xu;Yijia Zhang;Dongyu Zhang;Zhihao Yang;Jian Wang;Yuan Lin;Fuliang Yin
33 Improving pseudo-relevance feedback with neural network-based word representations 期刊论文 Bo Xu;Hongfei Lin;Yuan Lin;Liang Yang;Kan Xu
34 A multiple distributed representation method based on neural network for biomedical event extraction 期刊论文 Anran Wang;Jian Wang;Hongfei Lin;Jianhai Zhang;Zhihao Yang;Kan Xu
35 A multi-task learning based approach to biomedical entity relation extraction 会议论文 Qingqing Li;Zhihao Yang;Ling Luo;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
36 A hybrid deep neural network model for query intent classification 期刊论文 Xu Bo;Ma Yunlong;Lin Hongfei
37 Identifying protein complexes based on node embeddings obtained from protein-protein interaction networks 期刊论文 Xiaoxia Liu;Zhihao Yang;Shengtian Sang;Ziwei Zhou;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Bo Xu
38 一种基于循环神经网络的查询词项权重学习方法 专利 田利云;马云龙;林鸿飞
39 Adverse drug reaction detection via a multihop self-attention mechanism 期刊论文 Zhang Tongxuan;Lin Hongfe;Ren Yuqi;Yang Liang;Xu Bo;Yang Zhihao;Wang Jian;Zhang Yijia
40 基于神经网络的药物实体与关系联合抽取 期刊论文 曹明宇;杨志豪;罗凌;林鸿飞;王健
41 Biomedical Event Trigger Detection with Convolutional Highway Neural Network and Extreme Learning Machine 期刊论文 Chen Shen;Hongfei Lin;Xiaochao Fan;Yonghe Chu;Zhihao Yang;jian Wang;Shaowu Zhang
42 A neural network approach to chemical and gene/protein entity recognition in patents 期刊论文 Ling Luo;Zhihao Yang;Pei Yang;Yin Zhang;Lei Wang;Jian Wang;Hongfei Lin
43 Intelligent multi-document summarization for biomedical literature by word embeddings and graph-based ranking 期刊论文 Chen shen;Hongfei Lin;Huihui Hao;Jian Wang;Shaowu Zhang
44 基于神经网络的微生物生长环境关系抽取方法 期刊论文 王健;李虹磊;林鸿飞;杨志豪;张绍武
45 GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures 期刊论文 Sang Shengtian;Yang Zhihao;Liu Xiaoxia;Wang Lei;Lin Hongfei;Wang Jian;Dumontier
46 A hybrid protein-protein interaction triple extraction method for biomedical literature 会议论文 Zhehuan Zhao;Zhihao Yang;Cong Sun;Lei Wang;Hongfei Lin
47 Relation path feature embedding based convolutional neural network method for drug discovery 期刊论文 Zhao Di;Wang Jian;Sang Shengtian;Lin Hongfei;Wen Jiabin;Yang Chunmei
48 Detection of Depression-Related Posts in Reddit Social Media Forum 期刊论文 Tadesse Michael M;Lin Hongfei;Xu Bo;Yang Liang
49 Bidirectional long short-term memory with CRF for detecting biomedical event trigger in FastText semantic space 期刊论文 Yan Wang;Jian Wang;Hongfei Lin;Shaowu Zhang;Lishuang Li
50 A document level neural model integrated domain knowledge for chemical-induced disease relations 期刊论文 Wei Zheng;Hongfei Lin;Xiaoxia Liu;Bo Xu
51 基于多示例学习的化学物致病关系抽取 期刊论文 冯靖焜;杨志豪;罗凌;林鸿飞;王健
52 Detecting Potential Adverse Drug Reactions Using Association Rules and Embedding Models 会议论文 Kai Guo;Hongfei Lin;Bo Xu;Zhihao Yang;Jian Wang;Yuanyuan Sun;Kan Xu
53 一种融合社会化信息的个性化推荐方法 专利 林鸿飞;练绪宝
54 融合对应信息的粒迁移学习及文本序列应用 期刊论文 孙世昶;林鸿飞;刘洪波;孟佳娜
55 A hybrid model based on neural networks for biomedical relation extraction 期刊论文 Yijia Zhang;Hongfei Lin;Zhihao Yang;Jian Wang;Shaowu Zhang;Yuanyuan Sun;Liang Yang
56 基于生物医学文献的化学物质致病关系抽取 期刊论文 李智恒;桂颖溢;杨志豪;林鸿飞;王健
57 Incorporating query constraints for autoencoder enhanced ranking 期刊论文 Xu Bo;Lin Hongfei;Lin Yuan;Xu Kan
58 Biomedical event trigger detection based on bidirectional lstm and crf 会议论文 Yan Wang;Jian Wang;Hongfei Lin;Shaowu Zhang;Lishuang Li
59 一种基于文档级别注意力机制的事件触发词抽取方法 专利 王健;王安然;林鸿飞
60 Detection of protein complexes from multiple protein interaction networks using graph embedding 期刊论文 Liu Xiaoxia;Yang Zhihao;Sang Shengtian;Lin Hongfei;Wang Jian;Xu Bo
61 Extracting Emotion Causes Using Learning to Rank Methods From an Information Retrieval Perspective 期刊论文 Xu Bo;Lin Hongfei;Lin Yuan;Diao Yufeng;Yang Liang;Xu Kan
62 基于知识图谱的原发性肝癌知识问答系统 期刊论文 曹明宇;李青青;杨志豪;王磊;张音;林鸿飞;王健
63 Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature 会议论文 Cong Sun;Zhihao Yang;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
64 面向序列迁移学习的似然比模型选择方法 期刊论文 孙世昶;林鸿飞;孟佳娜;刘洪波
65 An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition 期刊论文 Ling Luo;Zhihao Yang;Pei Yang;Yin Zhang;Lei Wang;Hongfei Lin;Jian Wang
66 面向迁移学习的文本特征对齐算法 期刊论文 魏晓聪;林鸿飞
67 利用源域结构的粒迁移学习及词性标注应用 期刊论文 孙世昶;林鸿飞;孟佳娜;刘洪波
68 基于似然损失函数的组样本排序学习方法 期刊论文 林原;徐博;孙晓玲;林鸿飞;许侃
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