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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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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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IEEE_Xplore

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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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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IEEE_Xplore

Information Theory for Data Science

Suh, Changho

2023

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Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-20

2024

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IEEE_Xplore

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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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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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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Automatic Keyword Extraction Algorithm for Chinese Text based on Word Clustering

ACM transactions on Asian and low-resource language information processing, 2023-04

Pan, Rui

2023

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Unsupervised Sentence Representation Learning with Frequency-induced Adversarial tuning and Incomplete sentence filtering

Neural networks, 2024-07, Vol.175, p.106315-106315, Article 106315

2024

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Some pattern recognitions for a recommendation framework for higher education students’ generic competence development using machine learning

Journal of technology and science education, 2023-01, Vol.13 (1), p.104-115

2023

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Unsupervised learning for magnetization transfer contrast MR fingerprinting: Application to CEST and nuclear Overhauser enhancement imaging

Magnetic resonance in medicine, 2021-04, Vol.85 (4), p.2040-2054

2021

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Machine Learning

1st Edition 2021, 2021

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The Utility of Unsupervised Machine Learning in Anatomic Pathology

American journal of clinical pathology, 2022-01, Vol.157 (1), p.5-14

2022

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Representation learning of resting state fMRI with variational autoencoder

NeuroImage (Orlando, Fla.), 2021-11, Vol.241, p.118423-118423, Article 118423

2021

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Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.16464-16473

2022

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IEEE_Xplore

Supervised and unsupervised machine learning approaches for monitoring subvisible particles within an aluminum-salt adjuvanted vaccine formulation

Biotechnology and bioengineering, 2024-05, Vol.121 (5), p.1626-1641

2024

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Machine Learning and Deep Learning: Introduction and Applications

Journal of the Society of Materials Science, Japan, 2020/09/15, Vol.69(9), pp.633-639

NAKASHIMA, Tomoharu

2020

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Stochastic photonic spiking neuron for Bayesian inference with unsupervised learning

Optics letters, 2023-03, Vol.48 (6), p.1411-1414

2023

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Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection

Organizational research methods, 2024-01, Vol.27 (1), p.88-113

2024

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Design and Analysis of Clustering-Based Joint Channel Estimation and Signal Detection for NOMA

IEEE transactions on vehicular technology, 2024-02, Vol.73 (2), p.2093-2108

2024

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IEEE_Xplore

Unsupervised machine learning methods and emerging applications in healthcare

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA, 2023-02, Vol.31 (2), p.376-381

2023

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Dissecting unsupervised learning through hidden Markov modeling in electrophysiological data

Journal of neurophysiology, 2023-08, Vol.130 (2), p.364

2023

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

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

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

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

Information Theory for Data Science

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation

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

Applying Predictive Analytics: Finding Value in Data

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

機械学習における深層学習：基礎と応用例

Automatic Keyword Extraction Algorithm for Chinese Text based on Word Clustering

Unsupervised Sentence Representation Learning with Frequency-induced Adversarial tuning and Incomplete sentence filtering

Some pattern recognitions for a recommendation framework for higher education students’ generic competence development using machine learning

Unsupervised learning for magnetization transfer contrast MR fingerprinting: Application to CEST and nuclear Overhauser enhancement imaging

Machine Learning

The Utility of Unsupervised Machine Learning in Anatomic Pathology

Representation learning of resting state fMRI with variational autoencoder

Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment

Supervised and unsupervised machine learning approaches for monitoring subvisible particles within an aluminum-salt adjuvanted vaccine formulation

Machine Learning and Deep Learning: Introduction and Applications

Stochastic photonic spiking neuron for Bayesian inference with unsupervised learning

Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection

Design and Analysis of Clustering-Based Joint Channel Estimation and Signal Detection for NOMA

Unsupervised machine learning methods and emerging applications in healthcare

Dissecting unsupervised learning through hidden Markov modeling in electrophysiological data

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