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Soft ground micro TBM jack speed and torque prediction using machine learning models through operator data and micro TBM-log data synchronization

Scientific reports, 2024-04, Vol.14 (1), p.9728-9728, Article 9728

2024

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A soft ground micro TBM’s specific energy prediction using an eXplainable neural network through Shapley additive explanation and Optuna

Bulletin of engineering geology and the environment, 2024-05, Vol.83 (5), p.175, Article 175

2024

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Predicting ground vibration during rock blasting using relevance vector machine improved with dual kernels and metaheuristic algorithms

Scientific reports, 2024-08, Vol.14 (1), p.20026-30, Article 20026

2024

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Automated Identification of Mineral Types and Grain Size Using Hyperspectral Imaging and Deep Learning for Mineral Processing

Minerals (Basel), 2020-09, Vol.10 (9), p.809

2020

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Development of Asbestos Containing Serpentinite Identification Method Using Hyperspectral Imaging

INTERNATIONAL JOURNAL OF THE SOCIETY OF MATERIALS ENGINEERING FOR RESOURCES, 2022-10, Vol.25 (2), p.189-194

2022

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Evaluation and Prediction of Blast-Induced Ground Vibrations: A Gaussian Process Regression (GPR) Approach

Mining (Basel), 2023-12, Vol.3 (4), p.659-682

2023

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Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV

Minerals (Basel), 2022-02, Vol.12 (2), p.268

2022

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Dimensional Reduction of Rock Hyperspectral Signatures and Classification Based on a NCA Method used in developing a UAV Multispectral Imaging System

INTERNATIONAL JOURNAL OF THE SOCIETY OF MATERIALS ENGINEERING FOR RESOURCES, 2022-04, Vol.25 (1), p.102-108

2022

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Coupling NCA Dimensionality Reduction with Machine Learning in Multispectral Rock Classification Problems

Minerals (Basel), 2021-08, Vol.11 (8), p.846

2021

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Use of a DNN-Based Image Translator with Edge Enhancement Technique to Estimate Correspondence between SAR and Optical Images

Applied sciences, 2022-01, Vol.12 (9), p.4159

2022

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Model Scaling in Smartphone GNSS-Aided Photogrammetry for Fragmentation Size Distribution Estimation

Minerals (Basel), 2021-12, Vol.11 (12), p.1301

2021

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Fragmentation Size Distribution Measurement by GNSS-Aided Photogrammetry at Real Mine Site

Mining (Basel), 2022-06, Vol.2 (3), p.438-448

2022

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Mutual superimposing of SAR and ground-level shooting images mediated by intermediate multi-altitude images

Array (New York), 2021-12, Vol.12, p.100102, Article 100102

2021

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Classification of Arsenic Bearing Minerals Using Hyperspectral Imaging and Deep Learning for Mineral Processing

Journal of MMIJ, 2021/01/31, Vol.137(1), pp.1-9

2021

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APiS (AI powered intelligence spectrum analyser): hyperspectral imaging machine learning analyser app for mineral processing

International journal of mining, reclamation and environment, 2024-10, p.1-27

2024

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選鉱プロセスにおけるハイパースペクトルイメージングと深層学習を用いたヒ素含有鉱石の分類

Journal of MMIJ, 2021/01/31, Vol.137(1), pp.1-9

2021

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Development of rock-identification technique for cuttings obtained by advancing boring for tunneling using hyperspectral camera

Rock Mechanics and Engineering Geology in Volcanic Fields, 2023, p.421-426

1, 2023

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Employing NCA as a band reduction tool in rock identification from hyperspectral processing

Rock Mechanics and Engineering Geology in Volcanic Fields, 2023, p.427-434

1, 2023

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Development of hyperspectral database and web based classifying system for rock type identification

Rock Mechanics and Engineering Geology in Volcanic Fields, 2023, p.442-446

1, 2023

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Soft ground micro TBM jack speed and torque prediction using machine learning models through operator data and micro TBM-log data synchronization

A soft ground micro TBM’s specific energy prediction using an eXplainable neural network through Shapley additive explanation and Optuna

Predicting ground vibration during rock blasting using relevance vector machine improved with dual kernels and metaheuristic algorithms

Automated Identification of Mineral Types and Grain Size Using Hyperspectral Imaging and Deep Learning for Mineral Processing

Development of Asbestos Containing Serpentinite Identification Method Using Hyperspectral Imaging

Evaluation and Prediction of Blast-Induced Ground Vibrations: A Gaussian Process Regression (GPR) Approach

Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV

Dimensional Reduction of Rock Hyperspectral Signatures and Classification Based on a NCA Method used in developing a UAV Multispectral Imaging System

Coupling NCA Dimensionality Reduction with Machine Learning in Multispectral Rock Classification Problems

Use of a DNN-Based Image Translator with Edge Enhancement Technique to Estimate Correspondence between SAR and Optical Images

Model Scaling in Smartphone GNSS-Aided Photogrammetry for Fragmentation Size Distribution Estimation

Fragmentation Size Distribution Measurement by GNSS-Aided Photogrammetry at Real Mine Site

Mutual superimposing of SAR and ground-level shooting images mediated by intermediate multi-altitude images

Classification of Arsenic Bearing Minerals Using Hyperspectral Imaging and Deep Learning for Mineral Processing

APiS (AI powered intelligence spectrum analyser): hyperspectral imaging machine learning analyser app for mineral processing

選鉱プロセスにおけるハイパースペクトルイメージングと深層学習を用いたヒ素含有鉱石の分類

Development of rock-identification technique for cuttings obtained by advancing boring for tunneling using hyperspectral camera

Employing NCA as a band reduction tool in rock identification from hyperspectral processing

Development of hyperspectral database and web based classifying system for rock type identification

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