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科研机构
计算技术研究所 [58]
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期刊论文 [58]
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2021 [14]
2020 [9]
2019 [8]
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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
Task analysis
Convergence
Predictive models
Diseases
Collaborative work
Optimization
Training
Block diagonal structural learning
negative transfer
multi-task learning
global convergence
Follow the perturbed approximate leader for solving semi-bandit combinatorial optimization
期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 5, 页码: 12
作者:
Yang, Feidiao
;
Chen, Wei
;
Zhang, Jialin
;
Sun, Xiaoming
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/01
online learning
online combinatorial optimization
semi-bandit
follow-the-perturbed-leader
KOBAS-i: intelligent prioritization and exploratory visualization of biological functions for gene enrichment analysis
期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: W1, 页码: W317-W325
作者:
Bu, Dechao
;
Luo, Haitao
;
Huo, Peipei
;
Wang, Zhihao
;
Zhang, Shan
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/12/01
COMTOP: Protein Residue-Residue Contact Prediction through Mixed Integer Linear Optimization
期刊论文
MEMBRANES, 2021, 卷号: 11, 期号: 7, 页码: 21
作者:
Reza, Md Selim
;
Zhang, Huiling
;
Hossain, Md Tofazzal
;
Jin, Langxi
;
Feng, Shengzhong
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/12/01
protein residue-residue contact
contact prediction
mixed integer linear programming
machine learning
protein sequence
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:
Cheng, Daning
;
Li, Shigang
;
Zhang, Hanping
;
Xia, Fen
;
Zhang, Yunquan
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/12/01
Training
Scalability
Machine learning
Machine learning algorithms
Stochastic processes
Task analysis
Upper bound
Parallel training algorithms
training dataset
scalability
stochastic optimization methods
What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 5, 页码: 1791-1807
作者:
Liu, Haomiao
;
Wang, Ruiping
;
Shan, Shiguang
;
Chen, Xilin
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2021/12/01
Cats
Prototypes
Visualization
Task analysis
Streaming media
Predictive models
Scalability
Interpretable model
visual attributes
convolutional neural network
classification criteria
Prediction and analysis of multiple protein lysine modified sites based on conditional wasserstein generative adversarial networks
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 17
作者:
Yang, Yingxi
;
Wang, Hui
;
Li, Wen
;
Wang, Xiaobo
;
Wei, Shizhao
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/12/01
Post-translational modification
Deep learning
Generative adversarial networks
Random forest
Temporal high-order proximity aware behavior analysis on Ethereum
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2021, 页码: 21
作者:
Ao, Xiang
;
Liu, Yang
;
Qin, Zidi
;
Sun, Yi
;
He, Qing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
Temporal motif
Community detection
Ethereum
Blockchain
Machine Learning in Preoperative Prediction of Postoperative Immediate Remission of Histology-Positive Cushing's Disease
期刊论文
FRONTIERS IN ENDOCRINOLOGY, 2021, 卷号: 12, 页码: 9
作者:
Zhang, Wentai
;
Sun, Mengke
;
Fan, Yanghua
;
Wang, He
;
Feng, Ming
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2021/12/01
Cushing’
s disease
machine learning
transsphenoidal surgery
preoperative prediction
immediate remission
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872
作者:
Song, Guoli
;
Wang, Shuhui
;
Huang, Qingming
;
Tian, Qi
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/12/01
Multimodal learning
Gaussian process
latent variable modeling
cross-modal retrieval
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