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Revisiting Confidence Estimation: Towards Reliable Failure Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:
Zhu, Fei
;
Zhang, Xu-Yao
;
Cheng, Zhen
;
Liu, Cheng-Lin
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浏览/下载:0/0
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提交时间:2024/07/03
Confidence estimation
uncertainty quantification
failure prediction
misclassification detection
selective classification
out-of-distribution detection
confidence calibration
model reliability
trustworthy
flat minima
ChatGPT-Based Scenario Engineer: A New Framework on Scenario Generation for Trajectory Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4422-4431
作者:
Li, Xuan
;
Liu, Enlu
;
Shen, Tianyu
;
Huang, Jun
;
Wang, Fei-Yue
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浏览/下载:0/0
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提交时间:2024/07/03
Parallel driving
scenarios engineering
foundation model
vehicle operating system
generative pre-trained transformer
trajectory prediction
Pantograph-Catenary Interaction Prediction Model Based on SCSA-RBF Network
期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:
Wu, Mengzhen
;
Xu XH(许向红)
;
Zhang HC(张颢辰)
;
Zhou R(周睿)
;
Wang, Jianshan
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浏览/下载:0/0
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提交时间:2024/02/19
pantograph-catenary interaction prediction model
pantograph-catenary contact force
SCSA-RBF network
Control Strategies for Digital Twin Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 170-180
作者:
Guo-Ping Liu
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提交时间:2024/01/02
Digital twin control systems
fault tolerant control
model tracking
performance prediction
performance retention
Research on Prediction Model of Interlayer Leakage in Separate Injection Wells in Offshore Oilfields
期刊论文
Journal of Physics: Conference Series, 2023, 卷号: 2610, 期号: 1
作者:
Gao,Yonghua
;
Chen,Jie
;
Liu,Lei
;
Bao,Chenyi
;
Liu,Huawei
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浏览/下载:7/0
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提交时间:2023/11/28
Offshore oil field
layered mining
insert seal detection tool
experiment
model prediction
A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:
Gao, Chuan
;
Zhou, Lu
;
Zhang, Rong-Hua
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浏览/下载:1/0
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提交时间:2023/11/30
the 2021 second-year cooling condition
a transformer-based deep learning model
3D multivariate prediction
subsurface thermal effect
comparison with dynamical models
CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 10
作者:
Zhou, Hao
;
Ren, Dongchun
;
Yang, Xu
;
Fan, Mingyu
;
Huang, Hai
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浏览/下载:26/0
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提交时间:2022/11/14
Pedestrian trajectory prediction
Socially -aware model
Conditional variational autoencoder (CVAE)
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 12, 页码: 5896-5909
作者:
Zhang, Feng
;
Liu, Yani
;
Feng, Ningxuan
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  |  
浏览/下载:21/0
  |  
提交时间:2022/12/27
Meteorology
Predictive models
COVID-19
Logic gates
Urban areas
Recurrent neural networks
Mathematical model
Periodic
weather-aware
LSTM
event mechanism
parking behavior prediction
COVID-19
A brain-inspired intention prediction model and its applications to humanoid robot
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:
Zhao, Yuxuan
;
Zeng, Yi
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浏览/下载:18/0
  |  
提交时间:2022/12/27
human-robot interaction
intention prediction
brain-inspired model
spiking neural networks
humanoid robot
Stochastic higher-order three-scale strength prediction model for composite structures with micromechanical analysis
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 465, 页码: 30
作者:
Dong, Hao
;
Yang, Zihao
;
Guan, Xiaofei
;
Cui, Junzhi
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Composite structures
Multiscale random configurations
SHTSP model
Multilevel strategy
Strength prediction
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