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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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A novel multiscale forecasting model for crude oil price time series
期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
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  |  
浏览/下载:117/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
Learning with smooth Hinge losses
期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:119/0
  |  
提交时间:2022/04/02
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:139/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
作者:
Cao, Zhen
;
Zhang, Shihua
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  |  
浏览/下载:180/0
  |  
提交时间:2020/05/24
DNA
Bioinformatics
Kernel
Feature extraction
Support vector machines
Genomics
Task analysis
Bioinformatics
machine learning
gapped k-mer
deep neural network
transcription factor binding site prediction
A New Approach for Stock Price Analysis and Prediction Based on SSA and SVM
期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 1, 页码: 287-310
作者:
Xiao, Jihong
;
Zhu, Xuehong
;
Huang, Chuangxia
;
Yang, Xiaoguang
;
Wen, Fenghua
;
Zhong, Meirui
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  |  
浏览/下载:189/0
  |  
提交时间:2019/03/11
Stock price
singular spectrum analysis
support vector machine
combined model
Prediction of subcellular location of apoptosis proteins by incorporating PsePSSM and DCCA coefficient based on LFDA dimensionality reduction
期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
作者:
Yu,Bin
;
Li,Shan
;
Qiu,Wenying
;
Wang,Minghui
;
Du,Junwei
;
Zhang,Yusen
;
Chen,Xing
收藏
  |  
浏览/下载:175/0
  |  
提交时间:2018/07/30
Apoptosis proteins
Subcellular localization
Pseudo-position specific scoring matrix
Detrended cross-correlation analysis coefficient
Local fisher discriminant analysis
Support vector machine
Gly-PseAAC: Identifying protein lysine glycation through sequences
期刊论文
GENE, 2017, 卷号: 602, 页码: 1-7
作者:
Xu, Yan
;
Li, Li
;
Ding, Jun
;
Wu, Ling-Yun
;
Mai, Guoqin
;
Zhou, Fengfeng
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  |  
浏览/下载:157/0
  |  
提交时间:2018/07/30
Glycation
Amino acid propensity
Support Vector Machine
DISTRIBUTED CLASSIFICATION LEARNING BASED ON NONLINEAR VECTOR SUPPORT MACHINES FOR SWITCHING NETWORKS
期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 4, 页码: 595-611
作者:
Wang, Yinghui
;
Lin, Peng
;
Qin, Huashu
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  |  
浏览/下载:99/0
  |  
提交时间:2018/07/30
nonlinear support vector machine
multi-agent system
distributed optimization
connectivity
Robust Novelty Detection via Worst Case CVaR Minimization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2098-2110
作者:
Wang, Yongqiao
;
Dang, Chuangyin
;
Wang, Shouyang
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  |  
浏览/下载:114/0
  |  
提交时间:2018/07/30
Conditional value-at-risk (CVaR)
kernel methods
novelty detection
robust programming
single-class support vector machine (SSVM)
Kernel-based data fusion improves the drug-protein interaction prediction
期刊论文
COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2011, 卷号: 35, 期号: 6, 页码: 353-362
作者:
Wang, Yong-Cui
;
Zhang, Chun-Hua
;
Deng, Nai-Yang
;
Wang, Yong
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  |  
浏览/下载:140/0
  |  
提交时间:2018/07/30
Drug-target interaction
Chemical space
Pharmacological space
Therapeutic space
Genomic space
Kernel function
Support vector machine