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Machine Learning and Deep Learning in Energy Systems: A Review

Sustainability, 2022-04, Vol.14 (8), p.4832

2022

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Interpretable Machine Learning Models for Malicious Domains Detection Using Explainable Artificial Intelligence (XAI)

Sustainability, 2022-06, Vol.14 (12), p.7375

2022

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Insights into the Application of Machine Learning in Industrial Risk Assessment: A Bibliometric Mapping Analysis

Sustainability, 2023-04, Vol.15 (8), p.6965

2023

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Artificial Intelligence in Corporate Sustainability: Using LSTM and GRU for Going Concern Prediction

Sustainability, 2021-11, Vol.13 (21), p.11631

2021

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Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0

Sustainability, 2020-10, Vol.12 (19), p.8211

2020

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A Review on Battery Modelling Techniques

Sustainability, 2021-09, Vol.13 (18), p.10042

2021

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Real-Time DDoS Attack Detection System Using Big Data Approach

Sustainability, 2021-10, Vol.13 (19), p.10743

2021

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Machine Learning Approach Using MLP and SVM Algorithms for the Fault Prediction of a Centrifugal Pump in the Oil and Gas Industry

Sustainability, 2020-06, Vol.12 (11), p.4776

2020

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Application of Machine Learning Techniques in Injection Molding Quality Prediction: Implications on Sustainable Manufacturing Industry

Sustainability, 2021-04, Vol.13 (8), p.4120

2021

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Artificial Intelligence and Reflections from Educational Landscape: A Review of AI Studies in Half a Century

Sustainability, 2021-01, Vol.13 (2), p.800

2021

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An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments

Sustainability, 2019-01, Vol.11 (3), p.699

2019

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Electricity Theft Detection Using Supervised Learning Techniques on Smart Meter Data

Sustainability, 2020-10, Vol.12 (19), p.8023

2020

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Predictive Maintenance Planning for Industry 4.0 Using Machine Learning for Sustainable Manufacturing

Sustainability, 2022-03, Vol.14 (6), p.3387

2022

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An Integrated Statistical-Machine Learning Approach for Runoff Prediction

Sustainability, 2022-07, Vol.14 (13), p.8209

2022

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Landslide Susceptibility Mapping with Deep Learning Algorithms

Sustainability, 2022-02, Vol.14 (3), p.1734

2022

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Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications

Sustainability, 2017-12, Vol.9 (12), p.2309

2017

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Forecasting Renewable Energy Generation with Machine Learning and Deep Learning: Current Advances and Future Prospects

Sustainability, 2023-04, Vol.15 (9), p.7087

2023

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Security Risk Modeling in Smart Grid Critical Infrastructures in the Era of Big Data and Artificial Intelligence

Sustainability, 2021-01, Vol.13 (6), p.3196

2021

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Greenwashing, Sustainability Reporting, and Artificial Intelligence: A Systematic Literature Review

Sustainability, 2023-01, Vol.15 (2), p.1481

2023

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Computational Hybrid Machine Learning Based Prediction of Shear Capacity for Steel Fiber Reinforced Concrete Beams

Sustainability, 2020-04, Vol.12 (7), p.2709

2020

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Genetic-Algorithm-Optimized Sequential Model for Water Temperature Prediction

Sustainability, 2020-07, Vol.12 (13), p.5374

2020

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Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities

Sustainability, 2020-08, Vol.12 (16), p.6364

2020

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An Ensemble of Prediction and Learning Mechanism for Improving Accuracy of Anomaly Detection in Network Intrusion Environments

Sustainability, 2021-09, Vol.13 (18), p.10057

2021

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Artificial Intelligence-Enabled Traffic Monitoring System

Sustainability, 2020-11, Vol.12 (21), p.9177

2020

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Optimization and Machine Learning Applied to Last-Mile Logistics: A Review

Sustainability, 2022-05, Vol.14 (9), p.5329

2022

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Machine Learning and Deep Learning in Energy Systems: A Review

Interpretable Machine Learning Models for Malicious Domains Detection Using Explainable Artificial Intelligence (XAI)

Insights into the Application of Machine Learning in Industrial Risk Assessment: A Bibliometric Mapping Analysis

Artificial Intelligence in Corporate Sustainability: Using LSTM and GRU for Going Concern Prediction

Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0

A Review on Battery Modelling Techniques

Real-Time DDoS Attack Detection System Using Big Data Approach

Machine Learning Approach Using MLP and SVM Algorithms for the Fault Prediction of a Centrifugal Pump in the Oil and Gas Industry

Application of Machine Learning Techniques in Injection Molding Quality Prediction: Implications on Sustainable Manufacturing Industry

Artificial Intelligence and Reflections from Educational Landscape: A Review of AI Studies in Half a Century

An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments

Electricity Theft Detection Using Supervised Learning Techniques on Smart Meter Data

Predictive Maintenance Planning for Industry 4.0 Using Machine Learning for Sustainable Manufacturing

An Integrated Statistical-Machine Learning Approach for Runoff Prediction

Landslide Susceptibility Mapping with Deep Learning Algorithms

Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications

Forecasting Renewable Energy Generation with Machine Learning and Deep Learning: Current Advances and Future Prospects

Security Risk Modeling in Smart Grid Critical Infrastructures in the Era of Big Data and Artificial Intelligence

Greenwashing, Sustainability Reporting, and Artificial Intelligence: A Systematic Literature Review

Computational Hybrid Machine Learning Based Prediction of Shear Capacity for Steel Fiber Reinforced Concrete Beams

Genetic-Algorithm-Optimized Sequential Model for Water Temperature Prediction

Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities

An Ensemble of Prediction and Learning Mechanism for Improving Accuracy of Anomaly Detection in Network Intrusion Environments

Artificial Intelligence-Enabled Traffic Monitoring System

Optimization and Machine Learning Applied to Last-Mile Logistics: A Review

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