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A novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features
期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2022, 卷号: 83, 页码: 11
作者:
Liu, Yanhong
;
Song, Shouan
;
Yang, Lei
;
Bian, Guibin
;
Yu, Hongnian
收藏
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浏览/下载:146/0
  |  
提交时间:2022/07/25
Dynamic gesture understanding
Transfer learning
Feature fusion
Dempster-Shafer evidence theory
Support vector machine
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
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浏览/下载:121/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
Improvement of the Classification Accuracy of Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces by Combining L1-MCCA with SVM
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 23, 页码: 13
作者:
Gao, Yuhang
;
Si, Juanning
;
Wu, Sijin
;
Li, Weixian
;
Liu, Hao
;
Chen, Jianhu
;
He, Qing
;
Zhang, Yujin
收藏
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浏览/下载:204/0
  |  
提交时间:2022/02/16
steady-state visual evoked potential (SSVEP)
brain-computer interface (BCI)
l1-regularized multiway canonical correlation analysis (L1-MCCA)
support vector machine (SVM)
particle swarm optimization (PSO)
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
收藏
  |  
浏览/下载:146/0
  |  
提交时间:2022/01/27
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
Probability Enhanced Entropy (PEE) Novel Feature for Improved Bird Sound Classification
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 52-62
作者:
Ramashini Murugaiya
Adobe PDF(1168Kb)
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收藏
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浏览/下载:213/64
  |  
提交时间:2022/01/25
Bird sounds
classification
Gammatone frequency cepstral coefficient (GTCC)
probability enhanced entropy (PEE)
support vector machine (SVM)
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
收藏
  |  
浏览/下载:157/0
  |  
提交时间:2021/12/28
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Detecting Residual Awareness in Patients With Prolonged Disorders of Consciousness: An fNIRS Study
期刊论文
FRONTIERS IN NEUROLOGY, 2021, 卷号: 12, 页码: 10
作者:
Li, Meng
;
Yang, Yi
;
Zhang, Yujin
;
Gao, Yuhang
;
Jing, Rixing
;
Dang, Yuanyuan
;
Chen, Xueling
;
He, Jianghong
;
Si, Juanning
收藏
  |  
浏览/下载:220/0
  |  
提交时间:2021/11/02
disorders of consciousness
functional near-infrared spectroscopy
motor imagery
support vector machine
minimally consciousness state
Identification and classification of driving behaviour at a signalized intersection using support vector machine
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491
作者:
Soni Lanka Karri
;
Liyanage Chandratilak De Silva
;
Daphne Teck Ching Lai
;
Shiaw Yin Yong
Adobe PDF(1497Kb)
  |  
收藏
  |  
浏览/下载:510/310
  |  
提交时间:2021/05/24
Signalized intersection
driving behaviour
machine learning
support vector machine (SVM)
road accidents
Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
作者:
Ding, Xinmiao
;
Li, Bing
;
Li, Yangxi
;
Guo, Wen
;
Liu, Yao
;
Xiong, Weihua
;
Hu, Weiming
收藏
  |  
浏览/下载:238/0
  |  
提交时间:2021/04/27
Feature extraction
Prototypes
Visualization
Support vector machines
Machine learning
Streaming media
Spectrogram
Representative prototype selection
objectionable video recognition
deep learning
A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
作者:
Hao Zhang
;
Yongdan Li
;
Zhihan Lv
;
Arun Kumar Sangaiah
;
Tao Huang
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Adobe PDF(3055Kb)
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  |  
浏览/下载:178/47
  |  
提交时间:2021/03/11
Deep belief network (DBN)
flow calculation
frequent pattern
intrusion detection
sliding window
support vector machine (SVM)