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Online Active Continual Learning for Robotic Lifelong Object Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Nie, Xiangli
;
Deng, Zhiguang
;
He, Mingdong
;
Fan, Mingyu
;
Tang, Zheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Task analysis
Robots
Data models
Object recognition
Learning systems
Training
Heuristic algorithms
Catastrophic forgetting
lifelong object recognition
online active learning (OAL)
online continual learning (OCL)
Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing
期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2023, 卷号: 80, 页码: 12
作者:
Li, Wenhao
;
Zhang, Haiou
;
Wang, Guilan
;
Xiong, Gang
;
Zhao, Meihua
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Wire and arc additive manufacturing
Defect detection
Online
Deep learning
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Xi, Jinhao
;
Zhu, Fenghua
;
Ye, Peijun
;
Lv, Yisheng
;
Tang, Haina
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2022/09/19
Reinforcement learning
Pricing
Heuristic algorithms
Supply and demand
Surges
Vehicle dynamics
Vehicles
Deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
Writer-independent online signature verification based on 2D representation of time series data using triplet supervised network
期刊论文
MEASUREMENT, 2022, 卷号: 197
作者:
Xie, Liyang
;
Wu, Zhongcheng
;
Zhang, Xian
;
Li, Yong
;
Wang, Xinkuang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/12/23
WI online signature verification
2D representation method
Channel-wise Weight Learning mechanism
Triplet Supervised Network
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022, 页码: 13
作者:
Shi, Chengchun
;
Wang, Xiaoyu
;
Luo, Shikai
;
Zhu, Hongtu
;
Ye, Jieping
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/29
A/B testing
Causal inference
Online experiment
Online updating
Reinforcement learning
Sequential testing
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 9
作者:
Liu, Lin
;
Cao, Zhidong
;
Zhao, Pengfei
;
Hu, Paul Jen-Hwa
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/06
COVID-19
Social networking (online)
Coronaviruses
Blogs
Pandemics
Deep learning
Statistical analysis
Coronavirus disease of 2019 (COVID-19)
deep learning
public sentiment analysis
social media
social stigma
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
收藏
  |  
浏览/下载:42/0
  |  
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
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