Publications

12 / 2,868 publications found.


  •  Jones, M.J., Ramachandra, B., "Street Scene: A new dataset and evaluation protocol for video anomaly detection", IEEE Winter Conference on Applications of Computer Vision (WACV), February 2020.
    BibTeX Download PDFAbout TR2020-017
    • @inproceedings{Jones2020feb2,
    • author = {Jones, Michael J. and Ramachandra, Bharathkumar},
    • title = {Street Scene: A new dataset and evaluation protocol for video anomaly detection},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2020,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2020-017}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders", arXiv, November 2019.
    BibTeX Download PDFAbout TR2019-153
    • @article{Zhang2019nov,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders},
    • journal = {arXiv},
    • year = 2019,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2019-153}
    • }
  •  Wang, J., Cherian, A., "GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection", IEEE International Conference on Computer Vision (ICCV), October 2019.
    BibTeX Download PDFAbout TR2019-121
    • @inproceedings{Wang2019oct2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-121}
    • }
  •  Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., "GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas", IEEE International Conference on Communications (ICC), June 2019.
    BibTeX Download PDFAbout TR2019-023
    • @inproceedings{Bhamidipati2019jun,
    • author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V.},
    • title = {GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-023}
    • }
  •  Romeres, D., Jha, D., Dau, H., Yerazunis, W.S., Nikovski, D.N., "Anomaly Detection for Insertion Tasks in Robotic Assembly Using Gaussian Process Models", European Control Conference (ECC), DOI: 10.23919/ECC.2019.8795698, ISBN: 978-3-907144-00-8, June 2019, pp. 1017-1022.
    BibTeX Download PDFAbout TR2019-055
    • @inproceedings{Romeres2019jun,
    • author = {Romeres, Diego and Jha, Devesh and Dau, Hoang and Yerazunis, William S. and Nikovski, Daniel N.},
    • title = {Anomaly Detection for Insertion Tasks in Robotic Assembly Using Gaussian Process Models},
    • booktitle = {European Control Conference (ECC)},
    • year = 2019,
    • pages = {1017--1022},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.23919/ECC.2019.8795698},
    • isbn = {978-3-907144-00-8},
    • url = {https://www.merl.com/publications/TR2019-055}
    • }
  •  Jones, M.J., Ramachandra, B., "Street Scene: A new dataset and evaluation protocol for video anomaly detection", arXiv, February 2019.
    BibTeX Download PDFAbout TR2019-078
    • @article{Jones2019feb,
    • author = {Jones, Michael J. and Ramachandra, Bharathkumar},
    • title = {Street Scene: A new dataset and evaluation protocol for video anomaly detection},
    • journal = {arXiv},
    • year = 2019,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2019-078}
    • }
  •  Laftchiev, E., Sun, X., Dau, H.-A., Nikovski, D.N., "Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables", International Workshop on Principle of Diagnosis, August 2018.
    BibTeX Download PDFAbout TR2018-128
    • @inproceedings{Laftchiev2018aug,
    • author = {Laftchiev, Emil and Sun, Xinmaio and Dau, Hoang-Anh and Nikovski, Daniel N.},
    • title = {Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables},
    • booktitle = {International Workshop on Principle of Diagnosis},
    • year = 2018,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2018-128}
    • }
  •  Liu, J., Guo, J., Orlik, P.V., Shibata, M., Nakahara, D., Mii, S., Takac, M., "Anomaly Detection in Manufacturing Systems Using Structured Neural Networks", IEEE World Congress on Intelligent Control and Automation, DOI: 10.1109/WCICA.2018.8630692, July 2018, pp. 175-180.
    BibTeX Download PDFAbout TR2018-097
    • @inproceedings{Liu2018jul2,
    • author = {Liu, Jie and Guo, Jianlin and Orlik, Philip V. and Shibata, Masahiko and Nakahara, Daiki and Mii, Satoshi and Takac, Martin},
    • title = {Anomaly Detection in Manufacturing Systems Using Structured Neural Networks},
    • booktitle = {IEEE World Congress on Intelligent Control and Automation},
    • year = 2018,
    • pages = {175--180},
    • month = jul,
    • doi = {10.1109/WCICA.2018.8630692},
    • url = {https://www.merl.com/publications/TR2018-097}
    • }
  •  Jones, M.J., Ramachandra, B., "Street Scene: A new dataset and evaluation protocol for video anomaly detection", arXiv, January 2019.
    BibTeX Download PDFAbout TR2018-188
    • @article{Jones2018jan,
    • author = {Jones, Michael J. and Ramachandra, Bharathkumar},
    • title = {Street Scene: A new dataset and evaluation protocol for video anomaly detection},
    • journal = {arXiv},
    • year = 2018,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2018-188}
    • }
  •  Nikovski, D.N., Byadarhaly, K., "Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems", IEEE International Joint Conference on Neural Networks, DOI: 10.1109/IJCNN.2016.7727554, July 2016, pp. 2811-2818.
    BibTeX Download PDFAbout TR2016-099
    • @inproceedings{Nikovski2016jul,
    • author = {Nikovski, Daniel N. and Byadarhaly, Kiran},
    • title = {Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems},
    • booktitle = {IEEE International Joint Conference on Neural Networks},
    • year = 2016,
    • pages = {2811--2818},
    • month = jul,
    • doi = {10.1109/IJCNN.2016.7727554},
    • url = {https://www.merl.com/publications/TR2016-099}
    • }
  •  Jones, M.J., Nikovski, D.N., Imamura, M., Hirata, T., "Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series", Journal of Data Mining and Knowledge Discovery, DOI: 10.1007/s10618-015-0449-3, ISSN: 1573-756X, Vol. 30, No. 6, pp. 1427-1454, March 2016.
    BibTeX Download PDFAbout TR2016-027
    • @article{Jones2016mar,
    • author = {Jones, Michael J. and Nikovski, Daniel N. and Imamura, Makoto and Hirata, Takahisa},
    • title = {Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series},
    • journal = {Journal of Data Mining and Knowledge Discovery},
    • year = 2016,
    • volume = 30,
    • number = 6,
    • pages = {1427--1454},
    • month = mar,
    • doi = {10.1007/s10618-015-0449-3},
    • issn = {1573-756X},
    • url = {https://www.merl.com/publications/TR2016-027}
    • }
  •  Jones, M., Nikovski, D., Imamura, M., Hirata, T., "Anomaly Detection in Real-valued Multidimensional Time Series", ASE Bigdata/Socialcom/Cyber Security Conference, ISBN: 978-1-62561-000-3, June 2014.
    BibTeX Download PDFAbout TR2014-042
    • @inproceedings{Jones2014jun,
    • author = {Jones, M. and Nikovski, D. and Imamura, M. and Hirata, T.},
    • title = {Anomaly Detection in Real-valued Multidimensional Time Series},
    • booktitle = {ASE Bigdata/Socialcom/Cyber Security Conference},
    • year = 2014,
    • month = jun,
    • publisher = {Academy of Science and Engineering (ASE)},
    • isbn = {978-1-62561-000-3},
    • url = {https://www.merl.com/publications/TR2014-042}
    • }