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Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
Real-time prediction of river chloride concentration using ensemble learning
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 291, 页码: 12
作者:
Zhang, Qianqian
;
Li, Zhong
;
Zhu, Lu
;
Zhang, Fei
;
Sekerinski, Emil
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  |  
浏览/下载:55/0
  |  
提交时间:2021/12/07
Chloride prediction
MLP-SCA
Ensemble learning
Stepwise-cluster analysis
Multi-layer perceptron
A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling
期刊论文
JOURNAL OF CHEMINFORMATICS, 2021, 卷号: 13, 期号: 1, 页码: 17
作者:
Wang, Dingyan
;
Yu, Jie
;
Chen, Lifan
;
Li, Xutong
;
Jiang, Hualiang
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  |  
浏览/下载:57/0
  |  
提交时间:2021/11/04
Uncertainty quantification
Quantitative structure-activity relationship
Bayesian neural network
Applicability domain
Bayesian inference
Error prediction
Artificial intelligence
Toward Efficient Execution of Mainstream Deep Learning Frameworks on Mobile Devices: Architectural Implications
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 3, 页码: 453-466
作者:
Dai, Yuting
;
Zhang, Rui
;
Xue, Rui
;
Liu, Benyong
;
Li, Tao
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  |  
浏览/下载:37/0
  |  
提交时间:2021/12/01
Deep learning
Mobile handsets
Performance evaluation
Mobile applications
Computational modeling
Quantization (signal)
Central Processing Unit
CPU usage
deep learning (DL)
energy efficiency
microarchitecture
mobile phone
network compression
thermal characterization
EasiEdge: A Novel Global Deep Neural Networks Pruning Method for Efficient Edge Computing
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 3, 页码: 1259-1271
作者:
Yu, Fang
;
Cui, Li
;
Wang, Pengcheng
;
Han, Chuanqi
;
Huang, Ruoran
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  |  
浏览/下载:30/0
  |  
提交时间:2021/12/01
Acceleration
Internet of Things
Computational modeling
Edge computing
Sensitivity analysis
Optimization
Convex functions
Deep neural networks (DNNs)
edge computing
filter pruning
model compression and acceleration
Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
作者:
Hong, Haoyuan
;
Liu, Junzhi
;
Zhu, A-Xing
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  |  
浏览/下载:15/0
  |  
提交时间:2020/05/19
Landslide
LogitBoost alternating decision trees
Forest by penalizing attributes
Bagging
Integration model
Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9, 页码: 2457-2476
作者:
Yin, Zhenliang
;
Feng, Qi
;
Wen, Xiaohu
;
Deo, Ravinesh C.
;
Yang, Linshan
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  |  
浏览/下载:59/0
  |  
提交时间:2019/10/09
River flow forecasting
Support vector regression
Multivariate adaptive regression spline
M5Tree model
Data-driven model
A novel hybrid artificial intelligent approach based on neural fuzzy inference model and particle swarm optimization for horizontal displacement modeling of hydropower dam
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 29, 期号: 12
作者:
Kien-Trinh Thi Bui
;
Dieu Tien Bui
;
Zou, Jingui
;
Chinh Van Doan
;
Revhaug, Inge
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Horizontal displacement
Hydropower dam
Neural fuzzy
Hoa Binh
Vietnam
New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling
期刊论文
WATER, 2018, 卷号: 10, 期号: 9, 页码: -
作者:
Dieu Tien Bui
;
Khosravi, Khabat
;
Li, Shaojun
;
Shahabi, Himan
;
Panahi, Mahdi
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/04/08
flood susceptibility modeling
ANFIS
cultural algorithm
bees algorithm
invasive weed optimization
Haraz watershed
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area
期刊论文
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 5, 页码: 1177-1191
作者:
Yin, Zhenliang
;
Wen, Xiaohu
;
Feng, Qi
;
He, Zhibin
;
Zou, Songbing
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/10/09
climatic variables
genetic algorithm
reference evapotranspiration modeling
semi-arid mountain areas
support vector machine
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