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Unsupervised K-Means Clustering Algorithm

IEEE access, 2020, Vol.8, p.80716-80727

2020

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The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Computer graphics forum, 2020-06, Vol.39 (3), p.713-756

2020

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Remote Sensing Image Scene Classification: Benchmark and State of the Art

Proceedings of the IEEE, 2017-10, Vol.105 (10), p.1865-1883

2017

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A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing

ACM transactions on sensor networks, 2023-05

2023

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A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

Proceedings of the IEEE, 2021-03, Vol.109 (3), p.204-246

2021

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Physics-driven Deep Learning Inversion for Direct Current Resistivity Survey Data

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

Journal of chemical information and modeling, 2018-01, Vol.58 (1), p.27-35

2018

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Channel Parameter and Read Reference Voltages Estimation in 3D NAND Flash Memory Using Unsupervised Learning Algorithms

IEEE transactions on computer-aided design of integrated circuits and systems, 2023-08, p.1-1

2023

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Dietary Patterns Associated with Diabetes in an Older Population from Southern Italy Using an Unsupervised Learning Approach

Sensors (Basel, Switzerland), 2022-03, Vol.22 (6), p.2193

2022

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A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET

Nuclear fusion, 2019-10, Vol.59 (10), p.106017

2019

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Information Theory for Data Science

Suh, Changho

2023

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ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.4258-4267

2022

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PET Image Reconstruction Using Deep Image Prior

IEEE transactions on medical imaging, 2019-07, Vol.38 (7), p.1655-1665

2019

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Volltext

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

IEEE transactions on biomedical engineering, 2016-07, Vol.63 (7), p.1505-1516

2016

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Volltext

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

IEEE transactions on medical imaging, 2019-08, Vol.38 (8), p.1777-1787

2019

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LungRegNet: An unsupervised deformable image registration method for 4D‐CT lung

Medical physics (Lancaster), 2020-04, Vol.47 (4), p.1763-1774

2020

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Applying Predictive Analytics: Finding Value in Data

1st ed. 2019., 2019

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Discriminatively Unsupervised Learning Person Re-Identification via Considering Complicated Images

Sensors (Basel, Switzerland), 2023-03, Vol.23 (6), p.3259

2023

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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Nature communications, 2021-04, Vol.12 (1), p.2078-2078, Article 2078

2021

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Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network

IEEE transactions on medical imaging, 2022-09, Vol.41 (9), p.2414-2431

2022

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Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering

ACM transactions on graphics, 2011, Vol.30 (6), p.1-10

2011

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Channel Parameter and Read Reference Voltages Estimation in 3-D NAND Flash Memory Using Unsupervised Learning Algorithms

IEEE transactions on computer-aided design of integrated circuits and systems, 2024-01, Vol.43 (1), p.305-318

2024

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From autopoiesis to self-optimization: Toward an enactive model of biological regulation

BioSystems, 2023-08, Vol.230, p.104959-104959, Article 104959

2023

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An Area- and Energy-Efficient Spiking Neural Network With Spike-Time-Dependent Plasticity Realized With SRAM Processing-in-Memory Macro and On-Chip Unsupervised Learning

IEEE transactions on biomedical circuits and systems, 2023-02, Vol.17 (1), p.92-104

2023

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Volltext

機械学習における深層学習：基礎と応用例

材料, 2020/09/15, Vol.69(9), pp.633-639

中島, 智晴

2020

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Unsupervised K-Means Clustering Algorithm

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Remote Sensing Image Scene Classification: Benchmark and State of the Art

A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

Physics-driven Deep Learning Inversion for Direct Current Resistivity Survey Data

Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

Channel Parameter and Read Reference Voltages Estimation in 3D NAND Flash Memory Using Unsupervised Learning Algorithms

Dietary Patterns Associated with Diabetes in an Older Population from Southern Italy Using an Unsupervised Learning Approach

A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET

Information Theory for Data Science

ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation

PET Image Reconstruction Using Deep Image Prior

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

LungRegNet: An unsupervised deformable image registration method for 4D‐CT lung

Applying Predictive Analytics: Finding Value in Data

Discriminatively Unsupervised Learning Person Re-Identification via Considering Complicated Images

Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network

Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering

Channel Parameter and Read Reference Voltages Estimation in 3-D NAND Flash Memory Using Unsupervised Learning Algorithms

From autopoiesis to self-optimization: Toward an enactive model of biological regulation

An Area- and Energy-Efficient Spiking Neural Network With Spike-Time-Dependent Plasticity Realized With SRAM Processing-in-Memory Macro and On-Chip Unsupervised Learning

機械学習における深層学習：基礎と応用例

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