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Special Issue: Machine Learning Applications in Manufacturing – Part II
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Journal Articles

Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators

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Bin Ren, Yao Wang, Jiayu Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031009.
Paper No: JCISE-19-1171
https://doi.org/10.1115/1.4047073
Published Online: May 8, 2020
View Articletitled, Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators
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Topics: Artificial neural networks, Control equipment, Errors, Manipulators, Trajectories (Physics), Uncertainty, Robots, Sliding mode control, Surface mount components, Algorithms
Journal Articles

A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot

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Bin Ren, Xurong Luo, Yao Wang, Jiayu Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031008.
Paper No: JCISE-19-1170
https://doi.org/10.1115/1.4046937
Published Online: May 4, 2020
View Articletitled, A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot
Open the PDF for A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot in another window
Topics: Approximation, Artificial neural networks, Control equipment, Exoskeleton devices, Robots, Trajectories (Physics), Radial basis function networks, Errors
Journal Articles

sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications

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Anh Tran, Tim Wildey, Scott McCann
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031007.
Paper No: JCISE-19-1272
https://doi.org/10.1115/1.4046697
Published Online: April 23, 2020
View Articletitled, sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications
Open the PDF for sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications in another window
Topics: Design, Optimization
Journal Articles

Boundary Encryption-Based Monte Carlo Learning Method for Workspace Modeling

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Bin He, Xuanren Zhu, Dong Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 034502.
Paper No: JCISE-19-1215
https://doi.org/10.1115/1.4046816
Published Online: April 17, 2020
View Articletitled, Boundary Encryption-Based Monte Carlo Learning Method for Workspace Modeling
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Topics: Algorithms, Cranes, Density, Monte Carlo methods, Ocean engineering, Machine learning, Modeling, Encryption, Kinematics
Journal Articles

A Supervised Machine Learning Approach for Intelligent Process Automation in Container Logistics

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David Bricher, Andreas Müller
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031006.
Paper No: JCISE-19-1172
https://doi.org/10.1115/1.4046332
Published Online: March 25, 2020
View Articletitled, A Supervised Machine Learning Approach for Intelligent Process Automation in Container Logistics
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Topics: Containers, Machine learning
Journal Articles

Automatic Extraction of Engineering Rules From Unstructured Text: A Natural Language Processing Approach

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Xinfeng Ye, Yuqian Lu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 034501.
Paper No: JCISE-19-1230
https://doi.org/10.1115/1.4046333
Published Online: March 12, 2020
View Articletitled, Automatic Extraction of Engineering Rules From Unstructured Text: A Natural Language Processing Approach
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Topics: Machinery, Manufacturing, Natural language processing, Machine learning, Engineering systems and industry applications, Errors
Journal Articles

Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining

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Anthony Surleraux, Romain Lepert, Jean-Philippe Pernot, Pierre Kerfriden, Samuel Bigot
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031002.
Paper No: JCISE-19-1178
https://doi.org/10.1115/1.4045956
Published Online: February 19, 2020
View Articletitled, Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining
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Topics: Artificial neural networks, Electrical discharge machining, Machine learning, Modeling, Optimization, Shape optimization, Shapes, Simulation, Machining, Algorithms
Journal Articles

A Predictive Analytics Tool to Provide Visibility Into Completion of Work Orders in Supply Chain Systems

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Jundi Liu, Steven Hwang, Walter Yund, Joel D. Neidig, Scott M. Hartford, Linda Ng Boyle, Ashis G. Banerjee
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031003.
Paper No: JCISE-19-1145
https://doi.org/10.1115/1.4046135
Published Online: February 19, 2020
View Articletitled, A Predictive Analytics Tool to Provide Visibility Into Completion of Work Orders in Supply Chain Systems
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Topics: Dimensions, Errors, Supply chains, Testing, Regression models, Machine learning, Decision making
Journal Articles

Data-Driven Concept Network for Inspiring Designers’ Idea Generation

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Qiyu Liu, Kai Wang, Yan Li, Ying Liu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031004.
Paper No: JCISE-19-1225
https://doi.org/10.1115/1.4046207
Published Online: February 19, 2020
View Articletitled, Data-Driven Concept Network for Inspiring Designers’ Idea Generation
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Topics: Design, Machine learning
Journal Articles

Automatic Detection of Manufacturing Equipment Cycles Using Time Series

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Jan-Peter Seevers, Kristina Jurczyk, Henning Meschede, Jens Hesselbach, John W. Sutherland
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031005.
Paper No: JCISE-19-1228
https://doi.org/10.1115/1.4046208
Published Online: February 19, 2020
View Articletitled, Automatic Detection of Manufacturing Equipment Cycles Using Time Series
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Topics: Cycles, Machine tools, Pattern recognition, Production equipment, Stress, Time series, Algorithms
Journal Articles

A Predictive Dispatching Rule Assisted by Multi-Layer Perceptron for Scheduling Wafer Fabrication Lines

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Qingyun Yu, Haolin Yang, Kuo-Yi Lin, Li Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031001.
Paper No: JCISE-19-1260
https://doi.org/10.1115/1.4045742
Published Online: January 17, 2020
View Articletitled, A Predictive Dispatching Rule Assisted by Multi-Layer Perceptron for Scheduling Wafer Fabrication Lines
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Topics: Integrated circuit fabrication, Multilayer perceptron, Stress, Machinery, Manufacturing