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eBook Chapter

A Rapid Tool for Risk-Based Post-Cyclonic Integrity Assessment of Flexible Risers

Publisher: ASME
Published: 2024
https://doi.org/10.1115/1.887738_ch11
ISBN: 9780791887738
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Topics: Flexible risers, Risk, Artificial neural networks, Machine learning, Offshore structures
eBook Chapter

Digital Transformation by the Implementation of the True Digital Twin Concept and Big Data Technology for Structural Integrity Management

Publisher: ASME
Published: 2022
https://doi.org/10.1115/1.885789_ch9
ISBN: 9780791885789
Open the PDF for Digital Transformation by the Implementation of the True Digital Twin Concept and Big Data Technology for Structural Integrity Management in another window
Topics: Digital twin, Structural health monitoring, Damage, Finite element methods, Finite element model, Inspection, Machine learning, Maintenance, Nonlinear systems, Reliability
eBook Chapter

A Machine Learning Framework for Decision Support in Design and Manufacturing

Publisher: ASME
Published: 2021
https://doi.org/10.1115/1.862025_ch15
ISBN: 9780791862025
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Topics: Design, Machine learning, Manufacturing
eBook Chapter

Automatic Classification of Persian Texts Employing Keywords

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2013
https://doi.org/10.1115/1.860182_ch7
ISBN: 9780791860182
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Topics: Algorithms, Information retrieval, Machine learning, Machinery
eBook Chapter

Fuzzy-Based Firefly Algotithm for Data Clustering

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2013
https://doi.org/10.1115/1.860182_ch14
ISBN: 9780791860182
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Topics: Algorithms, Machine learning, Optimization
eBook Chapter

Web Usage Cluster Analysis Based on Prediction Strength

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859902.paper324
ISBN: 9780791859902
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Topics: China, Feature selection, Machine learning, Nonparametric statistics
eBook Chapter

Automatic Bug Assignment Using History of Packages

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859735.paper82
ISBN: 9780791859735
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Topics: Algorithms, Computer software, Machine learning
eBook Chapter

User-Centric Process Descriptions

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859797.paper31
ISBN: 9780791859797
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Topics: Algorithms, Architects, Computer software, Machine learning
eBook Chapter

Diagnostics of Complex and Rare Abnormalities Using Ensemble Decomposition Learning

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859926.paper4
ISBN: 9780791859926
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Topics: Algorithms, Biomedicine, Complex systems, Design, Expert systems, Machine learning, Physiology
eBook Chapter

A Machine Learning Approach to Expression Modeling for the Singing Voice

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859926.paper50
ISBN: 9780791859926
Open the PDF for A Machine Learning Approach to Expression Modeling for the Singing Voice in another window
Topics: Machine learning, Modeling
eBook Chapter

An Algorithm Implementation about SVR Based on Spider

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859759.paper32
ISBN: 9780791859759
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Topics: Algorithms, Support vector machines, Sunspots, Machine learning
eBook Chapter

Machine Learning to Judge Labor Relations' Harmoniousness Based on Decision Tree-Based Method

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2011
https://doi.org/10.1115/1.859759.paper58
ISBN: 9780791859759
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Topics: Machine learning, Computer software
eBook Chapter

Based on the Reinforcement Learning Association Rules Recommendation Study

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2010
https://doi.org/10.1115/1.859544.paper21
ISBN: 9780791859544
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Topics: Algorithms, Machine learning, Workflow
eBook Chapter

Machine Learning Methods for Data Assimilation

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2010
https://doi.org/10.1115/1.859599.paper14
ISBN: 9780791859599
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Topics: Algorithms, Computer simulation, Errors, Kalman filters, Machine learning, Oceanography, Redundancy (Engineering), Support vector machines
eBook Chapter

Machine Learning Techniques for Imbalanced Data: An Application for Tornado Detection

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2010
https://doi.org/10.1115/1.859599.paper63
ISBN: 9780791859599
Open the PDF for Machine Learning Techniques for Imbalanced Data: An Application for Tornado Detection in another window
Topics: Machine learning
eBook Chapter

A New Model for Rockburst Prediction Based on Gaussian Process

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2009
https://doi.org/10.1115/1.802922.paper163
ISBN: 9780791802922
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Topics: China, Compressive strength, Disasters, Machine learning, Machinery, Rocks, Shear stress, Tensile strength
eBook Chapter

Regression of Representative Keys for Classification: A Simple Learning Approach

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2009
https://doi.org/10.1115/1.802953.paper58
ISBN: 9780791802953
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Topics: Algorithms, Diseases, Emergencies, Machine learning, Telemedicine
eBook Chapter

Discovery of Useful Concepts Using the Hierarchy of Attributes and Concepts

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2007
https://doi.org/10.1115/1.802655.paper47
ISBN-10: 0791802655
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Topics: Algorithms, Data mining, Databases, Machine learning, Pattern recognition, Statistics
eBook Chapter

Using Efficient SUPANOVA Kernel for Heart Disease Diagnosis

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2006
https://doi.org/10.1115/1.802566.paper46
ISBN-10: 0791802566
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Topics: Diseases, Machine learning, Magnetic fields, Patient diagnosis, Splines, Support vector machines, Transparency
eBook Chapter

Supervised Median Clustering

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2006
https://doi.org/10.1115/1.802566.paper93
ISBN-10: 0791802566
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Topics: Algorithms, Engineering prototypes, Inspection, Machine learning