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科研机构
大连理工大学 [31]
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会议论文 [20]
期刊论文 [11]
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2019 [13]
2018 [5]
2017 [5]
2016 [4]
2015 [4]
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专题:大连理工大学
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Time-sensitive clinical concept embeddings learned from large electronic health records
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2019, 卷号: 19
作者:
Xiang, Yang
;
Xu, Jun
;
Si, Yuqi
;
Li, Zhiheng
;
Rasmy, Laila
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/12/02
Clinical concept embedding
Distributional representation
Time sensitive concept embedding
Electronic medical records
Concept similarity
Predictive modeling
BioWordVec, improving biomedical word embeddings with subword information and MeSH
期刊论文
SCIENTIFIC DATA, 2019, 卷号: 6, 页码: 52
作者:
Zhang, Yijia
;
Chen, Qingyu
;
Yang, Zhihao
;
Lin, Hongfei
;
Lu, Zhiyong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
Short text topic model with word embeddings and context information
期刊论文
Advances in Intelligent Systems and Computing, 2019, 卷号: 769, 页码: 55-64
作者:
Zhang, X.
;
Feng, R.
;
Liang, W.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Computer programming
Computer science, Context information
External knowledge
Semantic information
Semantic relatedness
Short texts
Topic Modeling
Training dataset
Word co-occurrence, Semantics
Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
Luo, L.
;
Yang, Z.
;
Wang, L.
;
Zhang, Y.
;
Lin, H.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Bioinformatics
Embeddings
Neural networks
Proteins, Attention mechanisms
Convolutional neural network
Domain knowledge
Neural network model
Protein-protein interactions
self-attention
State-of-the-art methods, Convolution
Multipath2vec: Predicting Pathogenic Genes via Heterogeneous Network Embedding
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
Xu, B.
;
Liu, Y.
;
Yu, S.
;
Wang, L.
;
Liu, L.
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Bioinformatics
Diagnosis
Embeddings
Forecasting
Heterogeneous networks
Statistical methods, Candidate genes
Disease prevention
Disease-causing gene
Leave-one-out cross validations
Network embedding
Network representation
Prediction methods
Vector representations, Genes
Protein Complexes Detection Based on Global Network Representation Learning
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
Xu, B.
;
Li, K.
;
Liu, X.
;
Liu, D.
;
Zhang, Y.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Bioinformatics
Embeddings
Proteins, Biological information
Cellular organization
Global representation
Network embedding
Ppi networks
Protein complexes
Protein-protein interaction networks
Vector representations, Complex networks
PC-SENE: A node embedding based method for protein complex detection
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
Liu, X.
;
Yang, Z.
;
Sang, S.
;
Wang, L.
;
Zhang, Y.
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
Bioinformatics
Complexation
Computational methods
Embeddings
Proteins, Extension methods
Feature engineerings
node embedding
Ppi networks
Protein complexes
Protein-protein interactions
Supervised learning approaches
Topological characteristics, Complex networks
Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
He, X.
;
Li, L.
;
Wan, J.
;
Song, D.
;
Meng, J.
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/02
Bioinformatics
Data mining
Embeddings
Extraction
Long short-term memory
Semantics, Attention mechanisms
bidirectional LSTM
Detection methods
Event extraction
Semantic information
Sentence level
State-of-the-art system
Syntactic information, Feature extraction
Intelligent multi-document summarization for biomedical literature by word embeddings and graph-based ranking
期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 卷号: 37, 页码: 4797-4802
作者:
Shen, Chen
;
Lin, Hongfei
;
Hao, Huihui
;
Yang, Zhihao
;
Wang, Jian
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
Intelligent
text summarization
graph-based ranking
similarity calculation
Stacked graph embedded extreme learning machine algorithm [堆叠图嵌入极限学习机算法]
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2019, 卷号: 49, 页码: 230-241
作者:
Sun, W.-T.
;
Ge, H.-W.
;
Yao, Y.
;
Sun, L.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Artificial intelligence
Deep neural networks
Embeddings, Auto encoders
Extreme learning machine
Feature representation
Fisher discrimination
Generalization ability
Graph embeddings
Neighbor structures
Single layer feed-forward neural networks, Knowledge acquisition
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