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Data Analysis and Machine Learning
Computing & Computational Sciences Dir
Computer Science and Mathematics Div
Overview
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Network
Profiles
(6)
Projects
(4)
Publications
(189)
Research output
Publications per year
2006
2015
2016
2019
2020
2021
2022
2023
2024
2025
138
Article
28
Conference contribution
10
Conference article
4
Editorial
9
More
3
Review article
2
Chapter
2
Paper
2
Comment/debate
Publications per year
Publications per year
2 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
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Paper
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2022
PI3NN: OUT-OF-DISTRIBUTION-AWARE PREDICTION INTERVALS FROM THREE NEURAL NETWORKS
Liu, S.
,
Zhang, P.
,
Lu, D.
&
Zhang, G.
,
2022
.
Research output
:
Contribution to conference
›
Paper
›
peer-review
Neural Network
100%
Prediction Interval
100%
Sample Distribution
80%
Interval Method
60%
Confidence Level
60%
6
Scopus citations
2021
Enabling Long-range Exploration in Minimization of Multimodal Functions
Zhang, J.,
Tran, H.
,
Lu, D.
&
Zhang, G.
,
2021
,
p. 1639-1649
.
11 p.
Research output
:
Contribution to conference
›
Paper
›
peer-review
Local Minimum
100%
Directional
100%
Gaussian Distribution
66%
Directional Derivative
66%
Integral
66%
3
Scopus citations