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Multi-source domain adaptation method for textual emotion classification using deep and broad learning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 260, 页码: 9
作者:
Peng, Sancheng
;
Zeng, Rong
;
Cao, Lihong
;
Yang, Aimin
;
Niu, Jianwei
;
Zong, Chengqing
;
Zhou, Guodong
收藏
  |  
浏览/下载:166/0
  |  
提交时间:2023/02/22
Multi-domain
Emotion classification
BERT
Broad learning
Bi-LSTM
CNN-Based Broad Learning for Cross-Domain Emotion Classification
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 卷号: 28, 期号: 2, 页码: 360-369
作者:
Zeng, Rong
;
Liu, Hongzhan
;
Peng, Sancheng
;
Cao, Lihong
;
Yang, Aimin
;
Zong, Chengqing
;
Zhou, Guodong
收藏
  |  
浏览/下载:220/0
  |  
提交时间:2022/11/14
Measurement
Deep learning
Adaptation models
Feature extraction
Convolutional neural networks
Data mining
Task analysis
cross-domain emotion classification
CNN
broad learning
classifier
co-training
Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
作者:
Wang, Xiao
;
Zhu, Yushan
;
Han, Shuangshuang
;
Yang, Linyao
;
Gu, Haixia
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:208/0
  |  
提交时间:2022/06/06
Convolutional neural networks
Feature extraction
Machine learning algorithms
Deep learning
Global Positioning System
Scalability
Safety
Broad learning system (BLS)
incremental learning system
Internet of Vehicles (IoV)
misbehavior detection
ridge regression approximation
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search
期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Zixiang, Ding
;
Yaran, Chen
;
Nannan, Li
;
Dongbin, Zhao
Adobe PDF(7657Kb)
  |  
收藏
  |  
浏览/下载:182/43
  |  
提交时间:2022/01/07
Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:
Ding ZX(丁子祥)
;
Yaran, Chen
;
Nannan, Li
;
Dingbin, Zhao
;
Zhiquan, Sun
;
C. L. Philip Chen
Adobe PDF(2713Kb)
  |  
收藏
  |  
浏览/下载:159/40
  |  
提交时间:2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
  |  
浏览/下载:174/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
作者:
Chu, Fei
;
Liang, Tao
;
Chen, C. L. Philip
;
Wang, Xuesong
;
Ma, Xiaoping
收藏
  |  
浏览/下载:222/0
  |  
提交时间:2020/09/07
Learning systems
Training
Heuristic algorithms
Neural networks
Automation
Process control
Control engineering
Broad learning system (BLS)
incremental learning algorithm
noise and outliers
weighted penalty factor
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2152-2165
作者:
Chen, Zhihua
;
Gao, Ting
;
Sheng, Bin
;
Li, Ping
;
Chen, C. L. Philip
收藏
  |  
浏览/下载:259/0
  |  
提交时间:2020/06/22
Lighting
Sun
Estimation
Learning systems
Feature extraction
Neural networks
Classification algorithms
Broad learning system (BLS)
illumination estimating
Markov random field (MRF)
multiclass integrating
shadow synthesis
Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 414-424
作者:
Feng, Shuangg
;
Chen, C. L. Philip
收藏
  |  
浏览/下载:209/0
  |  
提交时间:2020/03/30
Broad learning system (BLS)
classification
k-means
regression
Takagi-Sugeno (TS) fuzzy system
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 10-24
作者:
Chen, C. L. Philip
;
Liu, Zhulin
收藏
  |  
浏览/下载:193/0
  |  
提交时间:2019/12/16
Big data
big data modeling
broad learning system (BLS)
deep learning
incremental learning
random vector functional-link neural networks (RVFLNN)
single layer feedforward neural networks (SLFN)
singular value decomposition (SVD)