Nonparametric manifold learning approach for improved process monitoring

2020 ◽

Author(s):

Ping Cui ◽

Xuhong Wang ◽

Yupu Yang

Keyword(s):

Gaussian Process ◽

Process Monitoring ◽

Manifold Learning ◽

Learning Approach ◽

Non Gaussian

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An Integrated Manifold Learning Approach for High Dimensional Data Feature Extractions and its Applications to Online Process Monitoring of Additive Manufacturing

IISE Transactions ◽

10.1080/24725854.2020.1849876 ◽

2020 ◽

pp. 1-20

Author(s):

Chenang Liu ◽

Zhenyu (James) Kong ◽

Suresh Babu ◽

Chase Joslin ◽

James Ferguson

Keyword(s):

Additive Manufacturing ◽

Process Monitoring ◽

Manifold Learning ◽

High Dimensional Data ◽

High Dimensional ◽

Learning Approach ◽

Online Process Monitoring ◽

Online Process

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GEVI cell‐type specific labelling and a manifold learning approach provide evidence for lateral inhibition at the population level in the mouse hippocampal CA1 area

European Journal of Neuroscience ◽

10.1111/ejn.15177 ◽

2021 ◽

Author(s):

Ryuichi Nakajima ◽

Nikolaos Laskaris ◽

Jun Kyu Rhee ◽

Bradley J. Baker ◽

Efstratios K. Kosmidis

Keyword(s):

Manifold Learning ◽

Lateral Inhibition ◽

Population Level ◽

Learning Approach ◽

Cell Type ◽

Hippocampal Ca1 ◽

Hippocampal Ca1 Area ◽

Cell Type Specific ◽

Ca1 Area ◽

Specific Labelling

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Discriminant Manifold Learning Approach for Hyperspectral Image Dimension Reduction

ACTA PHOTONICA SINICA ◽

10.3788/gzxb20134203.0320 ◽

2013 ◽

Vol 42 (3) ◽

pp. 320-325

Author(s):

杜博 DU Bo ◽

张乐飞 ZHANG Le-fei ◽

张良培 ZHANG Liang-pei ◽

胡文斌 HU Wen-bin

Keyword(s):

Dimension Reduction ◽

Manifold Learning ◽

Hyperspectral Image ◽

Learning Approach ◽

Image Dimension

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A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8517967 ◽

2018 ◽

Cited By ~ 1

Author(s):

Xiangyu Tan ◽

Shaobin Jiang ◽

Zezhong Zheng ◽

Pingchuan Zhang ◽

Mingcang Zhu ◽

...

Keyword(s):

Land Cover ◽

Manifold Learning ◽

Land Cover Classification ◽

Learning Approach

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A manifold learning approach to dimensionality reduction for modeling data

Information Sciences ◽

10.1016/j.ins.2019.04.005 ◽

2019 ◽

Vol 491 ◽

pp. 16-29 ◽

Cited By ~ 7

Author(s):

Claudio Turchetti ◽

Laura Falaschetti

Keyword(s):

Dimensionality Reduction ◽

Manifold Learning ◽

Learning Approach ◽

Modeling Data

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An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals

IEEE Access ◽

10.1109/access.2020.3038314 ◽

2020 ◽

Vol 8 ◽

pp. 207112-207133

Author(s):

Lorenzo Manoni ◽

Claudio Turchetti ◽

Laura Falaschetti

Keyword(s):

Manifold Learning ◽

Learning Approach ◽

Generative Modeling

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Manifold Learning Approach Toward Constructing State Representation for Robot Motion Generation

Transactions on Computational Collective Intelligence XXIV - Lecture Notes in Computer Science ◽

10.1007/978-3-662-53525-7_6 ◽

2016 ◽

pp. 101-116 ◽

Cited By ~ 1

Author(s):

Yuichi Kobayashi ◽

Ryosuke Matsui

Keyword(s):

Manifold Learning ◽

Robot Motion ◽

Learning Approach ◽

Motion Generation ◽

State Representation

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Machining process monitoring with vibration signal based manifold learning

The Journal of the Acoustical Society of America ◽

10.1121/1.5147701 ◽

2020 ◽

Vol 148 (4) ◽

pp. 2766-2766

Author(s):

Jing Wang ◽

Mingxin Hui ◽

Bin Liu ◽

Xun Wang ◽

Xiaobin Cheng ◽

...

Keyword(s):

Process Monitoring ◽

Manifold Learning ◽

Vibration Signal ◽

Machining Process

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An elastic manifold learning approach to beat-to-beat interval estimation with ballistocardiography signals

Advanced Engineering Informatics ◽

10.1016/j.aei.2020.101051 ◽

2020 ◽

Vol 44 ◽

pp. 101051 ◽

Cited By ~ 1

Author(s):

Gang Shen ◽

Ruidong Ding ◽

Mingqi Yang ◽

Dan Han ◽

Biyong Zhang

Keyword(s):

Manifold Learning ◽

Interval Estimation ◽

Learning Approach

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Nonparametric manifold learning approach for improved process monitoring

Statistics manifold learning approach and its application to non-Gaussian process monitoring

An Integrated Manifold Learning Approach for High Dimensional Data Feature Extractions and its Applications to Online Process Monitoring of Additive Manufacturing

GEVI cell‐type specific labelling and a manifold learning approach provide evidence for lateral inhibition at the population level in the mouse hippocampal CA1 area

Discriminant Manifold Learning Approach for Hyperspectral Image Dimension Reduction

A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data

A manifold learning approach to dimensionality reduction for modeling data

An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals

Manifold Learning Approach Toward Constructing State Representation for Robot Motion Generation

Machining process monitoring with vibration signal based manifold learning

An elastic manifold learning approach to beat-to-beat interval estimation with ballistocardiography signals

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