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Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning

International journal of production research, 2021-06, Vol.59 (11), p.3360-3377

2021

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Deep reinforcement learning in production systems: a systematic literature review

International journal of production research, 2022-07, Vol.60 (13), p.4316-4341

2022

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Supporting Self-Regulated Learning in Online Learning Environments and MOOCs: A Systematic Review

International journal of human-computer interaction, 2019-03, Vol.35 (4-5), p.356-373

2019

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The impact of gamified interaction on mobile learning APP users' learning performance: the moderating effect of users' learning style

Behaviour & information technology, 2020-07, Vol.ahead-of-print (ahead-of-print), p.1-14

2020

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A two-stage stochastic programming model for collaborative asset protection routing problem enhanced with machine learning: a learning-based matheuristic algorithm

International journal of production research, 2023-01, Vol.61 (1), p.81-113

2023

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An empirical investigation linking learners' adoption of blended learning to their intention of full e-learning

Behaviour & information technology, 2013-11, Vol.32 (11), p.1168-1176

Al-Busaidi, Kamla Ali

2013

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COVID‐19: A multiwave SIR‐based model for learning waves

Production and operations management, 2023-05, Vol.32 (5), p.1471-1489

2023

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Embedding ensemble learning into simulation-based optimisation: a learning-based optimisation approach for construction planning

Engineering, construction, and architectural management, 2023-02, Vol.30 (1), p.259-295

2023

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Machine learning integrated design for additive manufacturing

Journal of intelligent manufacturing, 2022-04, Vol.33 (4), p.1073-1086

2022

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Situated Learning: How Interactions with Supervisors Shape Construction Apprentices’ Safety Learning and Practice

Journal of construction engineering and management, 2022-10, Vol.148 (10)

2022

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Machine learning and deep learning based predictive quality in manufacturing: a systematic review

Journal of intelligent manufacturing, 2022-10, Vol.33 (7), p.1879-1905

2022

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Segmentation-based deep-learning approach for surface-defect detection

Journal of intelligent manufacturing, 2020-03, Vol.31 (3), p.759-776

2020

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Learning organisation and lean production: an empirical research on their relationship

International journal of production research, 2020-06, Vol.58 (12), p.3650-3666

2020

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Selecting appropriate machine learning methods for digital soil mapping

Applied Mathematical Modelling, 2020-05, Vol.81, p.401-418

2020

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Machine learning in manufacturing and industry 4.0 applications

International journal of production research, 2021-08, Vol.59 (16), p.4773-4778

2021

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A Novel Hybrid Machine Learning Model for Analyzing E-Learning Users' Satisfaction

International journal of human-computer interaction, 2023-05, Vol.ahead-of-print (ahead-of-print), p.1-22

2023

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Advanced machine learning approaches to personalise learning: learning analytics and decision making

Behaviour & information technology, 2019-04, Vol.38 (4), p.410-421

Kurilovas, Eugenijus

2019

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Manual assembly learning, disability, and instructions: an industrial experiment

International journal of production research, 2023-11, Vol.61 (22), p.7903-7921

2023

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A Comparative Study of non-deep Learning, Deep Learning, and Ensemble Learning Methods for Sunspot Number Prediction

Applied artificial intelligence, 2022-12, Vol.36 (1)

2022

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Deep Learning for Tomato Diseases: Classification and Symptoms Visualization

Applied artificial intelligence, 2017-04, Vol.31 (4), p.299-315

2017

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Applying deep learning to the newsvendor problem

IIE transactions, 2020-04, Vol.52 (4), p.444-463

2020

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Global and local representation collaborative learning for few-shot learning

Journal of intelligent manufacturing, 2024-02, Vol.35 (2), p.647-664

2024

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Machine learning for demand forecasting in the physical internet: a case study of agricultural products in Thailand

International journal of production research, 2021-12, Vol.59 (24), p.7491-7515

2021

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Usability Requirements for Learning Management Systems in Open Distance Electronic Learning Environments: Considering Lecturers' Views on Students' Needs

International journal of human-computer interaction, 2024-02, Vol.40 (3), p.567-583

2024

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Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data

Medical & biological engineering & computing, 2021-04, Vol.59 (4), p.825-839

2021

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Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning

Deep reinforcement learning in production systems: a systematic literature review

Supporting Self-Regulated Learning in Online Learning Environments and MOOCs: A Systematic Review

The impact of gamified interaction on mobile learning APP users' learning performance: the moderating effect of users' learning style

A two-stage stochastic programming model for collaborative asset protection routing problem enhanced with machine learning: a learning-based matheuristic algorithm

An empirical investigation linking learners' adoption of blended learning to their intention of full e-learning

COVID‐19: A multiwave SIR‐based model for learning waves

Embedding ensemble learning into simulation-based optimisation: a learning-based optimisation approach for construction planning

Machine learning integrated design for additive manufacturing

Situated Learning: How Interactions with Supervisors Shape Construction Apprentices’ Safety Learning and Practice

Machine learning and deep learning based predictive quality in manufacturing: a systematic review

Segmentation-based deep-learning approach for surface-defect detection

Learning organisation and lean production: an empirical research on their relationship

Selecting appropriate machine learning methods for digital soil mapping

Machine learning in manufacturing and industry 4.0 applications

A Novel Hybrid Machine Learning Model for Analyzing E-Learning Users' Satisfaction

Advanced machine learning approaches to personalise learning: learning analytics and decision making

Manual assembly learning, disability, and instructions: an industrial experiment

A Comparative Study of non-deep Learning, Deep Learning, and Ensemble Learning Methods for Sunspot Number Prediction

Deep Learning for Tomato Diseases: Classification and Symptoms Visualization

Applying deep learning to the newsvendor problem

Global and local representation collaborative learning for few-shot learning

Machine learning for demand forecasting in the physical internet: a case study of agricultural products in Thailand

Usability Requirements for Learning Management Systems in Open Distance Electronic Learning Environments: Considering Lecturers' Views on Students' Needs

Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data

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