Publications

87 / 3,734 publications found.


  •  Wang, B., Zhang, S., Inoue, H., Kanemaru, M., "Semi-Supervised Machine Learning for Motor Eccentricity Fault Diagnosis", Asia Pacific Conference of the Prognostics and Health Management Society, DOI: 10.36001/​phmap.2023.v4i1.3644, September 2023.
    BibTeX TR2023-117 PDF
    • @inproceedings{Wang2023sep,
    • author = {Wang, Bingnan and Zhang, Shen and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Semi-Supervised Machine Learning for Motor Eccentricity Fault Diagnosis},
    • booktitle = {Asia Pacific Conference of the Prognostics and Health Management Society},
    • year = 2023,
    • month = sep,
    • publisher = {PHM Society},
    • doi = {10.36001/phmap.2023.v4i1.3644},
    • url = {https://www.merl.com/publications/TR2023-117}
    • }
  •  Wang, S., Taha, A., Chakrabarty, A., Sela, L., Abokifa, A., "Model Order Reduction for Water Quality Dynamics", Water Resources Research, DOI: 10.1029/​2021WR029856, April 2022.
    BibTeX
    • @article{Wang2022apr,
    • author = {Wang, Shen and Taha, Ahmad and Chakrabarty, Ankush and Sela, Lina and Abokifa, Ahmed},
    • title = {Model Order Reduction for Water Quality Dynamics},
    • journal = {Water Resources Research},
    • year = 2022,
    • month = apr,
    • doi = {10.1029/2021WR029856}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning", IEEE Transactions on Industry Applications, DOI: 10.1109/​TIA.2021.3091958, June 2021.
    BibTeX TR2021-081 PDF
    • @article{Zhang2021jun,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning},
    • journal = {IEEE Transactions on Industry Applications},
    • year = 2021,
    • month = jun,
    • doi = {10.1109/TIA.2021.3091958},
    • url = {https://www.merl.com/publications/TR2021-081}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models", IEEE Sensors Journal, DOI: 10.1109/​JSEN.2020.3040696, Vol. 21, No. 5, pp. 6476-6486, January 2021.
    BibTeX TR2021-002 PDF
    • @article{Zhang2021jan,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Semi-Supervised Bearing Fault Diagnosis and Classification using Variational Autoencoder-Based Deep Generative Models},
    • journal = {IEEE Sensors Journal},
    • year = 2021,
    • volume = 21,
    • number = 5,
    • pages = {6476--6486},
    • month = jan,
    • doi = {10.1109/JSEN.2020.3040696},
    • url = {https://www.merl.com/publications/TR2021-002}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/​ICEMS50442.2020.9291099, November 2020, pp. 1341-1346.
    BibTeX TR2020-151 PDF
    • @inproceedings{Zhang2020nov2,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning},
    • booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2020,
    • pages = {1341--1346},
    • month = nov,
    • doi = {10.23919/ICEMS50442.2020.9291099},
    • url = {https://www.merl.com/publications/TR2020-151}
    • }
  •  Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Model-Based Analysis and Quantification of Bearing Faults in Induction Machines", IEEE Transactions on Industry Applications, DOI: 10.1109/​TIA.2020.2979383, Vol. 56, No. 3, pp. 2158-2170, May 2020.
    BibTeX TR2020-059 PDF
    • @article{Zhang2020may,
    • author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
    • title = {Model-Based Analysis and Quantification of Bearing Faults in Induction Machines},
    • journal = {IEEE Transactions on Industry Applications},
    • year = 2020,
    • volume = 56,
    • number = 3,
    • pages = {2158--2170},
    • month = may,
    • doi = {10.1109/TIA.2020.2979383},
    • issn = {1939-9367},
    • url = {https://www.merl.com/publications/TR2020-059}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review", IEEE Access, DOI: 10.1109/​ACCESS.2020.2972859, Vol. 8, pp. 29857-29881, March 2020.
    BibTeX TR2020-034 PDF
    • @article{Zhang2020mar,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review},
    • journal = {IEEE Access},
    • year = 2020,
    • volume = 8,
    • pages = {29857--29881},
    • month = mar,
    • doi = {10.1109/ACCESS.2020.2972859},
    • issn = {2169-3536},
    • url = {https://www.merl.com/publications/TR2020-034}
    • }
  •  He, W., Lee, T.-Y., van Baar, J., Wittenburg, K.B., Shen, H.-W., "DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies", IEEE Pacific Visualization Symposium (PacificVis), DOI: 10.1109/​PacificVis48177.2020.7127, January 2020, pp. 36-45.
    BibTeX TR2020-011 PDF
    • @inproceedings{He2020jan,
    • author = {He, Wenbin and Lee, Teng-Yok and van Baar, Jeroen and Wittenburg, Kent B. and Shen, Han-Wei},
    • title = {DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies},
    • booktitle = {IEEE Pacific Visualization Symposium (PacificVis)},
    • year = 2020,
    • pages = {36--45},
    • month = jan,
    • doi = {10.1109/PacificVis48177.2020.7127},
    • url = {https://www.merl.com/publications/TR2020-011}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics — A Review", Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED), DOI: 10.1109/​DEMPED.2019.8864915, August 2019, pp. 257-263.
    BibTeX TR2019-084 PDF
    • @inproceedings{Zhang2019aug,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {Deep Learning Algorithms for Bearing Fault Diagnostics — A Review},
    • booktitle = {Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED)},
    • year = 2019,
    • pages = {257--263},
    • month = aug,
    • doi = {10.1109/DEMPED.2019.8864915},
    • url = {https://www.merl.com/publications/TR2019-084}
    • }
  •  Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Quantification of Rolling-Element Bearing Fault Severity of Induction Machines", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/​IEMDC.2019.8785225, May 2019, pp. 44-50.
    BibTeX TR2019-033 PDF
    • @inproceedings{Zhang2019may,
    • author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
    • title = {Quantification of Rolling-Element Bearing Fault Severity of Induction Machines},
    • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
    • year = 2019,
    • pages = {44--50},
    • month = may,
    • doi = {10.1109/IEMDC.2019.8785225},
    • url = {https://www.merl.com/publications/TR2019-033}
    • }
  •  Shen, Y., Feng, C., Yang, Y., Tian, D., "Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018.
    BibTeX TR2018-041 PDF Software
    • @inproceedings{Shen2018jun,
    • author = {Shen, Yiru and Feng, Chen and Yang, Yaoqing and Tian, Dong},
    • title = {Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-041}
    • }
  •  Yang, Y., Feng, C., Shen, Y., Tian, D., "FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/​CVPR.2018.00029, June 2018.
    BibTeX TR2018-042 PDF Video Software
    • @inproceedings{Yang2018jun,
    • author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
    • title = {FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2018,
    • month = jun,
    • doi = {10.1109/CVPR.2018.00029},
    • url = {https://www.merl.com/publications/TR2018-042}
    • }
  •  Garay-Vega, L., Pradhan, A.K., Weinberg, G.L., Schmidt-Nielsen, B.K., Harsham, B.A., Shen, Y., Divekar, G., Romoser, M., Knodler, M., Fisher, D.L., "Evaluation of Different Speech and Touch Interfaces to In-vehicle Music Retrieval Systems", Accident Analysis & Prevention, Vol. 42, No. 3, May 2010.
    BibTeX TR2010-025 PDF
    • @article{Garay-Vega2010may,
    • author = {Garay-Vega, L. and Pradhan, A.K. and Weinberg, G.L. and Schmidt-Nielsen, B.K. and Harsham, B.A. and Shen, Y. and Divekar, G. and Romoser, M. and Knodler, M. and Fisher, D.L.},
    • title = {Evaluation of Different Speech and Touch Interfaces to In-vehicle Music Retrieval Systems},
    • journal = {Accident Analysis \& Prevention},
    • year = 2010,
    • volume = 42,
    • number = 3,
    • month = may,
    • issn = {0001-4575},
    • url = {https://www.merl.com/publications/TR2010-025}
    • }
  •  Lee, T.-Y., Chaudhuri, A., Porikli, F.M., Shen, H.-W., "CycleStack: Inferring Periodic Behavior via Temporal Sequence Visualization in Ultrasound Video", IEEE Pacific Visualization Symposium (PacificVis), March 2010, pp. 89-96.
    BibTeX TR2010-059 PDF
    • @inproceedings{Lee2010mar,
    • author = {Lee, T.-Y. and Chaudhuri, A. and Porikli, F.M. and Shen, H.-W.},
    • title = {CycleStack: Inferring Periodic Behavior via Temporal Sequence Visualization in Ultrasound Video},
    • booktitle = {IEEE Pacific Visualization Symposium (PacificVis)},
    • year = 2010,
    • pages = {89--96},
    • month = mar,
    • isbn = {978 1 4244 6685 6},
    • url = {https://www.merl.com/publications/TR2010-059}
    • }
  •  Wigdor, D., Jian, H., Forlines, C., Borkin, M., Shen, C., "The WeSpace: The Design, Development, and Deployment of a Walk-Up and Share Multi-Surface Visual Collaboration System", ACM Conference on Human Factors in Computing Systems (CHI), April 2009.
    BibTeX TR2009-003 PDF
    • @inproceedings{Wigdor2009apr,
    • author = {Wigdor, D. and Jian, H. and Forlines, C. and Borkin, M. and Shen, C.},
    • title = {The WeSpace: The Design, Development, and Deployment of a Walk-Up and Share Multi-Surface Visual Collaboration System},
    • booktitle = {ACM Conference on Human Factors in Computing Systems (CHI)},
    • year = 2009,
    • month = apr,
    • isbn = {978-1-60558-246-7},
    • url = {https://www.merl.com/publications/TR2009-003}
    • }
  •  Jiang, H., Wigdor, D., Forlines, C., Shen, C., "System Design for the WeSpace: Linking Personal Devices to a Table-Centered Multi-User, Multi-Surface Environment", IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TableTop), October 2008, pp. 97-104.
    BibTeX TR2008-068 PDF
    • @inproceedings{Jiang2008oct,
    • author = {Jiang, H. and Wigdor, D. and Forlines, C. and Shen, C.},
    • title = {System Design for the WeSpace: Linking Personal Devices to a Table-Centered Multi-User, Multi-Surface Environment},
    • booktitle = {IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TableTop)},
    • year = 2008,
    • pages = {97--104},
    • month = oct,
    • isbn = {978-1-4244-2897-7},
    • url = {https://www.merl.com/publications/TR2008-068}
    • }
  •  Brandl, P., Forlines, C., Wigdor, D., Haller, M., Shen, C., "Combining and Measuring the Benefits of Bimanual Pen and Direct-Touch Interaction on Horizontal Interfaces", International Working Conference on Advanced Visual Interfaces (AVI), May 2008.
    BibTeX TR2008-054 PDF
    • @inproceedings{Brandl2008may,
    • author = {Brandl, P. and Forlines, C. and Wigdor, D. and Haller, M. and Shen, C.},
    • title = {Combining and Measuring the Benefits of Bimanual Pen and Direct-Touch Interaction on Horizontal Interfaces},
    • booktitle = {International Working Conference on Advanced Visual Interfaces (AVI)},
    • year = 2008,
    • month = may,
    • isbn = {0-978-60558-141-5},
    • url = {https://www.merl.com/publications/TR2008-054}
    • }
  •  Jiang, H., Wigdor, D., Forlines, C., Borkin, M., Kauffmann, J., Shen, C., "LivOlay: Interactive Ad-hoc Registration and Overlapping of Applications for Collaborative Visual Exploration", ACM Conference on Human Factors in Computing Systems (CHI), April 2008, pp. 1357-1360.
    BibTeX TR2008-040 PDF
    • @inproceedings{Jiang2008apr,
    • author = {Jiang, H. and Wigdor, D. and Forlines, C. and Borkin, M. and Kauffmann, J. and Shen, C.},
    • title = {LivOlay: Interactive Ad-hoc Registration and Overlapping of Applications for Collaborative Visual Exploration},
    • booktitle = {ACM Conference on Human Factors in Computing Systems (CHI)},
    • year = 2008,
    • pages = {1357--1360},
    • month = apr,
    • isbn = {978-1-60558-011-1},
    • url = {https://www.merl.com/publications/TR2008-040}
    • }
  •  Wigdor, D., Penn, G., Ryall, K., Esenther, A., Shen, C., "Living with a Tabletop: Analysis and Observations of Long Term Office Use of a Multi-Touch Table", IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TableTop), October 2007.
    BibTeX TR2007-076 PDF
    • @inproceedings{Wigdor2007oct2,
    • author = {Wigdor, D. and Penn, G. and Ryall, K. and Esenther, A. and Shen, C.},
    • title = {Living with a Tabletop: Analysis and Observations of Long Term Office Use of a Multi-Touch Table},
    • booktitle = {IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TableTop)},
    • year = 2007,
    • month = oct,
    • isbn = {978-0-7695-2013-1},
    • url = {https://www.merl.com/publications/TR2007-076}
    • }
  •  Wigdor, D., Forlines, C., Baudisch, P., Barnwell, J., Shen, C., "LucidTouch: A See-through Mobile Device", ACM Symposium on User Interface Software and Technology (UIST), October 2007, pp. 269-278.
    BibTeX TR2007-075 PDF
    • @inproceedings{Wigdor2007oct1,
    • author = {Wigdor, D. and Forlines, C. and Baudisch, P. and Barnwell, J. and Shen, C.},
    • title = {LucidTouch: A See-through Mobile Device},
    • booktitle = {ACM Symposium on User Interface Software and Technology (UIST)},
    • year = 2007,
    • pages = {269--278},
    • month = oct,
    • isbn = {978-1-59593-679-2},
    • url = {https://www.merl.com/publications/TR2007-075}
    • }
  •  Tse, E., Shen, C., Greenberg, S., Forlines, C., "How Pairs Interact Over a Multimodal Digital Table", Conference on Human Factors In Computing Systems (SIGCHI), April 2007, pp. 215-218.
    BibTeX TR2007-055 PDF
    • @inproceedings{Tse2007apr,
    • author = {Tse, E. and Shen, C. and Greenberg, S. and Forlines, C.},
    • title = {How Pairs Interact Over a Multimodal Digital Table},
    • booktitle = {Conference on Human Factors In Computing Systems (SIGCHI)},
    • year = 2007,
    • pages = {215--218},
    • month = apr,
    • isbn = {978-1-59593-593-9},
    • url = {https://www.merl.com/publications/TR2007-055}
    • }
  •  Wigdor, D., Shen, C., Forlines, C., Balakrishnan, R., "Perception of Elementary Graphical Elements in Tabletop and Multi-Surface Environments", Conference on Human Factors In Computing Systems (SIGCHI), April 2007.
    BibTeX TR2007-054 PDF
    • @inproceedings{Wigdor2007apr,
    • author = {Wigdor, D. and Shen, C. and Forlines, C. and Balakrishnan, R.},
    • title = {Perception of Elementary Graphical Elements in Tabletop and Multi-Surface Environments},
    • booktitle = {Conference on Human Factors In Computing Systems (SIGCHI)},
    • year = 2007,
    • month = apr,
    • isbn = {978-1-59593-593-9},
    • url = {https://www.merl.com/publications/TR2007-054}
    • }
  •  Forlines, C., Wigdor, D., Shen, C., Balakrishnan, R., "Direct-touch vs. Mouse Input for Tabletop Displays", ACM Conference on Human Factors in Computing Systems (CHI), April 2007, pp. 647-656.
    BibTeX TR2007-053 PDF
    • @inproceedings{Forlines2007apr,
    • author = {Forlines, C. and Wigdor, D. and Shen, C. and Balakrishnan, R.},
    • title = {Direct-touch vs. Mouse Input for Tabletop Displays},
    • booktitle = {ACM Conference on Human Factors in Computing Systems (CHI)},
    • year = 2007,
    • pages = {647--656},
    • month = apr,
    • isbn = {978-1-50503-503-9},
    • url = {https://www.merl.com/publications/TR2007-053}
    • }
  •  Forlines, C., Shen, C., Wigdor, D., Balakrishnan, R., "Exploring the Effects of Group Size and Display Configuration on Visual Search", ACM Conference on Computer Supported Cooperative Work (CSCW), November 2006, pp. 11-20.
    BibTeX TR2006-082 PDF
    • @inproceedings{Forlines2006nov,
    • author = {Forlines, C. and Shen, C. and Wigdor, D. and Balakrishnan, R.},
    • title = {Exploring the Effects of Group Size and Display Configuration on Visual Search},
    • booktitle = {ACM Conference on Computer Supported Cooperative Work (CSCW)},
    • year = 2006,
    • pages = {11--20},
    • month = nov,
    • isbn = {1-59593-249-6},
    • url = {https://www.merl.com/publications/TR2006-082}
    • }
  •  Tse, E., Greenberg, S., Shen, C., "GSI Demo: Multiuser Gesture/Speech Interaction over Digital Tables by Wrapping Single User Applications", International Conference on Multimodal Interfaces (ICMI), November 2006, pp. 76-83.
    BibTeX TR2006-085 PDF
    • @inproceedings{Tse2006nov,
    • author = {Tse, E. and Greenberg, S. and Shen, C.},
    • title = {GSI Demo: Multiuser Gesture/Speech Interaction over Digital Tables by Wrapping Single User Applications},
    • booktitle = {International Conference on Multimodal Interfaces (ICMI)},
    • year = 2006,
    • pages = {76--83},
    • month = nov,
    • isbn = {1-59593-541-X},
    • url = {https://www.merl.com/publications/TR2006-085}
    • }