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Journal Articles

Multiscale Feature Fusion Convolutional Neural Network for Surface Damage Detection in Retired Steel Shafts

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Weiwei Liu, Jiahe Qiu, Yujiang Wang, Tao Li, Shujie Liu, Guangda Hu, Lin Xue
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2024, 24(4): 041005.
Paper No: JCISE-23-1090
https://doi.org/10.1115/1.4064257
Published Online: January 8, 2024
View Article titled, Multiscale Feature Fusion Convolutional Neural Network for Surface Damage Detection in Retired Steel Shafts
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Topics: Damage, Steel, Feature extraction
Journal Articles

Metal Surface Defect Detection Method Based on Improved Cascade R-CNN

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Yani Wang, Xiang Wang, Ruiyang Hao, Bingyu Lu, Biqing Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2024, 24(4): 041002.
Paper No: JCISE-23-1175
https://doi.org/10.1115/1.4063860
Published Online: November 24, 2023
View Article titled, Metal Surface Defect Detection Method Based on Improved Cascade R-CNN
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Topics: Ablation (Vaporization technology), Cascades (Fluid dynamics), Flaw detection, Metal surfaces, Feature extraction, Algorithms, Metals
Journal Articles

Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition

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Hao Chen, Hongbin Lin, Qingfeng Xu, Yaguan Li, Yiming Zheng, Jianghua Fei, Kang Yang, Wenhui Fan, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011006.
Paper No: JCISE-23-1026
https://doi.org/10.1115/1.4063102
Published Online: September 14, 2023
View Article titled, Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition
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Topics: Flaw detection, Manufacturing, Steel, Strips, Galvanized steel, Design, Feature extraction, Inspection
Journal Articles

Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction

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Zhenjun Yu, Ningbo Lei, Yu Mo, Xin Xu, Xiu Li, Biqing Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021004.
Paper No: JCISE-23-1065
https://doi.org/10.1115/1.4062599
Published Online: July 18, 2023
View Article titled, Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction
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Topics: Algorithms, Feature extraction, Sensors, Service life (Equipment), Trains
Journal Articles

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

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Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051015.
Paper No: JCISE-22-1372
https://doi.org/10.1115/1.4062425
Published Online: May 9, 2023
View Article titled, Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models
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Topics: Artificial neural networks, Centrifugal pumps, Pressure, Pumps, Signals, Suction, Support vector machines, Feature extraction, Algorithms, Machine learning
Journal Articles

Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment

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Jiehang Deng, Haomin Wei, Zhenxiang Lai, Guosheng Gu, Zhiqiang Chen, Leo Chen, Lei Ding
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011010.
Paper No: JCISE-21-1350
https://doi.org/10.1115/1.4055507
Published Online: October 10, 2022
View Article titled, Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment
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Topics: Licensing, Artificial neural networks, Plates (structures), Feature extraction
Journal Articles

Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines

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Yu Zheng, Xiangyu Bao, Fei Zhao, Chong Chen, Ying Liu, Bo Sun, Haotong Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 054501.
Paper No: JCISE-21-1296
https://doi.org/10.1115/1.4054090
Published Online: March 31, 2022
View Article titled, Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines
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Topics: Engines, Service life (Equipment), Turbofans, Feature extraction, Machine learning
Journal Articles

Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions

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Jatin Prakash, P. K. Kankar, Ankur Miglani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061010.
Paper No: JCISE-20-1236
https://doi.org/10.1115/1.4050821
Published Online: May 21, 2021
View Article titled, Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions
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Topics: Dimensions, Fractals, Valves, Machine learning, Signals, Support vector machines, Feature extraction
Journal Articles

Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming

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Aniket Nagargoje, Pavan K. Kankar, Prashant K. Jain, Puneet Tandon
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031001.
Paper No: JCISE-20-1164
https://doi.org/10.1115/1.4048914
Published Online: February 9, 2021
View Article titled, Performance Evaluation of the Data Clustering Techniques and Cluster Validity Indices for Efficient Toolpath Development for Incremental Sheet Forming
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Topics: Algorithms, Linkages, Density, Shapes, Computer-aided design, Machine learning, Performance evaluation, Feature extraction
Journal Articles

Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction

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Ali Tosyali, Rui Song, Weihong (Grace) Guo, Amir Abolhassani, Rajeev Kalamdani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2021, 21(1): 011003.
Paper No: JCISE-19-1244
https://doi.org/10.1115/1.4047559
Published Online: July 23, 2020
View Article titled, Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction
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Topics: Algorithms, Feature extraction, Flaw detection, Machine learning, Support vector machines, Texture (Materials), Time series, Manufacturing, Automobiles, Image processing
Journal Articles

Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing

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Adam Dachowicz, Mikhail Atallah, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051004.
Paper No: JCISE-19-1299
https://doi.org/10.1115/1.4046891
Published Online: May 4, 2020
View Article titled, Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing
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Topics: Damage, String, Feature extraction, Construction, Security, Probability, Manufacturing
Journal Articles

Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions

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Fei Shen, Reza Langari, Ruqiang Yan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2020, 20(4): 041009.
Paper No: JCISE-19-1105
https://doi.org/10.1115/1.4046337
Published Online: March 12, 2020
View Article titled, Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions
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Topics: Algorithms, Fault diagnosis, Feature extraction, Gears, Noise (Sound), Torque
Journal Articles

Dilated Convolution Neural Network for Remaining Useful Life Prediction

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Xin Xu, Qianhui Wu, Xiu Li, Biqing Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021004.
Paper No: JCISE-19-1169
https://doi.org/10.1115/1.4045293
Published Online: January 3, 2020
View Article titled, Dilated Convolution Neural Network for Remaining Useful Life Prediction
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Topics: Artificial neural networks, Filters, Sensors, Service life (Equipment), Feature extraction
Journal Articles

Automated Discovery of Product Feature Inferences Within Large-Scale Implicit Social Media Data

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Suppawong Tuarob, Sunghoon Lim, Conrad S. Tucker
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. June 2018, 18(2): 021017.
Paper No: JCISE-17-1162
https://doi.org/10.1115/1.4039432
Published Online: May 2, 2018
View Article titled, Automated Discovery of Product Feature Inferences Within Large-Scale Implicit Social Media Data
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Topics: Algorithms, Feature extraction, Product design, Design, Machine learning, Statistics, Weight (Mass), Noise (Sound), Natural language processing, Text analytics
Journal Articles

Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction

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Dipanjan Ghosh, Andrew Olewnik, Kemper Lewis
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011004.
Paper No: JCISE-16-2118
https://doi.org/10.1115/1.4037435
Published Online: November 28, 2017
View Article titled, Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction
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Topics: Algorithms, Artificial neural networks, Design, Machine learning, Sensors, Support vector machines, Product design, Feature extraction, Signals, Accelerometers
Journal Articles

Coarse-to-Fine Extraction of Free-Form Surface Features

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Bing Yi, Zhenyu Liu, Guifang Duan, Jianrong Tan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2015, 15(1): 011011.
Paper No: JCISE-14-1091
https://doi.org/10.1115/1.4029560
Published Online: March 1, 2015
View Article titled, Coarse-to-Fine Extraction of Free-Form Surface Features
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Topics: Computer software, Feature extraction, Image segmentation, Noise (Sound), Smoothing methods, Pipelines, Cutting, Eigenvalues, Design, Dimensions
Journal Articles

A Dual Environment for 3D Modeling With User-Defined Freeform Features

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Thomas R. Langerak, Joris S. M. Vergeest
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2009, 9(2): 024503.
https://doi.org/10.1115/1.3130781
Published Online: May 20, 2009
View Article titled, A Dual Environment for 3D Modeling With User-Defined Freeform Features
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Topics: Computer-aided design, Modeling, Shapes, Three-dimensional modeling, Computer-aided manufacturing, Design, Feature extraction
Journal Articles

Registration Using Multiplanar Structures for Augmented Reality Systems

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Guan Tao, Li Lijun, Wang Cheng
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2008, 8(4): 041002.
https://doi.org/10.1115/1.2987402
Published Online: October 6, 2008
View Article titled, Registration Using Multiplanar Structures for Augmented Reality Systems
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Topics: Computation, Computers, Errors, Geometry, Image processing, Image registration, Feature extraction, Image reconstruction, Algorithms
Journal Articles

Recognition of User-Defined Turning Features for Mill/Turn Parts

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Shiqiao Li, Jami J. Shah
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Papers
J. Comput. Inf. Sci. Eng. September 2007, 7(3): 225–235.
https://doi.org/10.1115/1.2767256
Published Online: July 6, 2007
View Article titled, Recognition of User-Defined Turning Features for Mill/Turn Parts
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Topics: Algorithms, Computer-aided design, Geometry, Machining, Milling, Topology, Turning, American Petroleum Institute, Solid models, Feature extraction
Journal Articles

Interactive Feature Modeling for Reverse Engineering

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K. Schreve, C. L. Goussard, A. H. Basson, D. Dimitrov
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technology Review
J. Comput. Inf. Sci. Eng. December 2006, 6(4): 422–424.
https://doi.org/10.1115/1.2364205
Published Online: August 8, 2006
View Article titled, Interactive Feature Modeling for Reverse Engineering
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Topics: Algorithms, Edge detection, Feature extraction, Modeling, Reverse engineering