Publications

80 / 2,449 publications found.


  •  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 PDFRead TR2016-027
    • @article{Jones2016mar,
    • author = {Jones, M.J. and Nikovski, D.N. and Imamura, M. and Hirata, T.},
    • 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 = {http://www.merl.com/publications/TR2016-027}
    • }
  •  Farahmand, A.-M.; Nikovski, D.N.; Igarashi, Y.; Konaka, H., "Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value", Association for the Advancement of Artificial Intelligence (AAAI), February 2016.
  •  Wang, Z.; Sun, H.; Nikovski, D.N., "Static Voltage Stability Detection Using Local Measurement for Microgrids in a Power Distribution Network", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC.2015.7402708, ISBN: 978-1-4799-7884-7, December 2015, pp. 3254-3259.
    BibTeX Download PDFRead TR2015-147
    • @inproceedings{Wang2015dec,
    • author = {Wang, Z. and Sun, H. and Nikovski, D.N.},
    • title = {Static Voltage Stability Detection Using Local Measurement for Microgrids in a Power Distribution Network},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2015,
    • pages = {3254--3259},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CDC.2015.7402708},
    • isbn = {978-1-4799-7884-7},
    • url = {http://www.merl.com/publications/TR2015-147}
    • }
  •  Korolko, N.; Sahinoglu, Z.; Nikovski, D.N., "Modeling and Forecasting Self-Similar Power Load Due to EV Fast Chargers", IEEE Transactions on Smart Grid, DOI: 10.1109/TSG.2015.2458852, ISSN: 1949-3053, Vol. 7, No. 3, pp. 1620-1629, August 2015.
    BibTeX Download PDFRead TR2015-105
    • @article{Korolko2015aug,
    • author = {Korolko, N. and Sahinoglu, Z. and Nikovski, D.N.},
    • title = {Modeling and Forecasting Self-Similar Power Load Due to EV Fast Chargers},
    • journal = {IEEE Transactions on Smart Grid},
    • year = 2015,
    • volume = 7,
    • number = 3,
    • pages = {1620--1629},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/TSG.2015.2458852},
    • issn = {1949-3053},
    • url = {http://www.merl.com/publications/TR2015-105}
    • }
  •  Nikovski, D.N., "Barycentric Quantization for Planning in Continuous Domains", AI Communications, July 2015.
  •  Xu, J.; Nikovski, D.N., "A Framework for Real-Time Near-Optimal Train Run-Curve Computation with Dynamic Travel Time and Speed Limits", American Control Conference (ACC), DOI: 10.1109/ACC.2015.7170790, ISBN: 978-1-4799-8685-9, July 2015, pp. 533-540.
    BibTeX Download PDFRead TR2015-063
    • @inproceedings{Xu2015jul,
    • author = {Xu, J. and Nikovski, D.N.},
    • title = {A Framework for Real-Time Near-Optimal Train Run-Curve Computation with Dynamic Travel Time and Speed Limits},
    • booktitle = {American Control Conference (ACC)},
    • year = 2015,
    • pages = {533--540},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2015.7170790},
    • isbn = {978-1-4799-8685-9},
    • url = {http://www.merl.com/publications/TR2015-063}
    • }
  •  Sun, H.; Wang, Y.; Nikovski, D.N.; Zhang, J., "Flex-Grid: A Dynamic and Adaptive Configurable Power Distribution System", IEEE Eindhoven PowerTech, DOI: 10.1109/PTC.2015.7232488, June 2015, pp. 1-6.
    BibTeX Download PDFRead TR2015-082
    • @inproceedings{Sun2015jun,
    • author = {Sun, H. and Wang, Y. and Nikovski, D.N. and Zhang, J.},
    • title = {Flex-Grid: A Dynamic and Adaptive Configurable Power Distribution System},
    • booktitle = {IEEE Eindhoven PowerTech},
    • year = 2015,
    • pages = {1--6},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/PTC.2015.7232488},
    • url = {http://www.merl.com/publications/TR2015-082}
    • }
  •  Dubey, A.; Sun, H.; Nikovski, D.; Takano, T.; Kojima, Y.; Ohno, T., "Locating Double-line-to-ground Faults using Hybrid Current Profile Approach", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX Download PDFRead TR2015-003
    • @inproceedings{Dubey2015jan,
    • author = {Dubey, A. and Sun, H. and Nikovski, D. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {Locating Double-line-to-ground Faults using Hybrid Current Profile Approach},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {http://www.merl.com/publications/TR2015-003}
    • }
  •  Sahoo, S.; Nikovski, D.N.; Muso, T.; Tsuru, K., "Electricity Theft Detection Using Smart Meter Data", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX Download PDFRead TR2015-005
    • @inproceedings{Sahoo2015feb,
    • author = {Sahoo, S. and Nikovski, D.N. and Muso, T. and Tsuru, K.},
    • title = {Electricity Theft Detection Using Smart Meter Data},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {http://www.merl.com/publications/TR2015-005}
    • }
  •  Tan, Z.; Sun, H.; Nikovski, D.; Takano, T.; Kojima, Y.; Ohno, T., "A Generalized Admittance Based Method for Fault Location Analysis of Distribution System", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX Download PDFRead TR2015-013
    • @inproceedings{Tan2015feb,
    • author = {Tan, Z. and Sun, H. and Nikovski, D. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {A Generalized Admittance Based Method for Fault Location Analysis of Distribution System},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {http://www.merl.com/publications/TR2015-013}
    • }
  •  Imamura, M.; Nikovski, D.N.; Sahinoglu, Z.; Jones, M.J., "A Survey on Machine Learning for Equipment Condition Monitoring using Sensor Big Data", IIEEJ Transactions on Image Electronics and Visual Computing, ISSN: 2188-1901, Vol. 2, No. 2, December 2014.
    BibTeX
    • @article{Imamura2014dec,
    • author = {Imamura, M. and Nikovski, D.N. and Sahinoglu, Z. and Jones, M.J.},
    • title = {A Survey on Machine Learning for Equipment Condition Monitoring using Sensor Big Data},
    • journal = {IIEEJ Transactions on Image Electronics and Visual Computing},
    • year = 2014,
    • volume = 2,
    • number = 2,
    • month = dec,
    • issn = {2188-1901},
    • url = {http://cebook.dolab.jp/DcSeRO/DcSeRO57.dll?JVV&ID=-UBXFY0NWY}
    • }
  •  Dubey, A.; Sun, H.; Nikovski, D.; Zhang, J.; Takano, T.; Ohno, T., "Locating of Multi-phase Faults of Ungrounded Distribution System", International Conference on Power System Technology (POWERCON), DOI: 10.1109/POWERCON.2014.6993981, October 2014, pp. 1657-1664.
    BibTeX Download PDFRead TR2014-100
    • @inproceedings{Dubey2014oct,
    • author = {Dubey, A. and Sun, H. and Nikovski, D. and Zhang, J. and Takano, T. and Ohno, T.},
    • title = {Locating of Multi-phase Faults of Ungrounded Distribution System},
    • booktitle = {International Conference on Power System Technology (POWERCON)},
    • year = 2014,
    • pages = {1657--1664},
    • month = oct,
    • doi = {10.1109/POWERCON.2014.6993981},
    • url = {http://www.merl.com/publications/TR2014-100}
    • }
  •  Sun, H.; Benosman, M.; Nikovski, D.; Zhang, J.; Takano, T.; Kojima, Y.; Ohno, T., "Distributed Three-phase Reactive Power Control of Distributed Energy Resources in Distribution Systems", International Conference on Power System Technology (POWERCON), DOI: 10.1109/POWERCON.2014.6993980, October 2014, pp. 2549-2556.
    BibTeX Download PDFRead TR2014-098
    • @inproceedings{Sun2014oct,
    • author = {Sun, H. and Benosman, M. and Nikovski, D. and Zhang, J. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {Distributed Three-phase Reactive Power Control of Distributed Energy Resources in Distribution Systems},
    • booktitle = {International Conference on Power System Technology (POWERCON)},
    • year = 2014,
    • pages = {2549--2556},
    • month = oct,
    • doi = {10.1109/POWERCON.2014.6993980},
    • url = {http://www.merl.com/publications/TR2014-098}
    • }
  •  Kimura, S.; Yoshimoto, K.; Ueda, K.; Takahashi, S.; Nikovski, D.N., "Markov Decision Process-based Run Curve Optimization for Energy Saving and Ride Comfort", IEEJ Transactions on Electronics, Information and Systems, DOI: doi.org/10.154/ieejeiss.134.1577, ISSN: 0385-4221, Vol. 134, No. 10, pp. 1577-1583, October 2014.
    BibTeX
    • @article{Kimura2015aug,
    • author = {Kimura, S. and Yoshimoto, K. and Ueda, K. and Takahashi, S. and Nikovski, D.N.},
    • title = {Markov Decision Process-based Run Curve Optimization for Energy Saving and Ride Comfort},
    • journal = {IEEJ Transactions on Electronics, Information and Systems},
    • year = 2014,
    • volume = 134,
    • number = 10,
    • pages = {1577--1583},
    • month = oct,
    • doi = {doi.org/10.154/ieejeiss.134.1577},
    • issn = {0385-4221},
    • url = {http://www.jstage.jst.go.jp/article/ieejeiss/134/10/134_1577/_article/-char/en}
    • }
  •  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 PDFRead 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 = {http://www.merl.com/publications/TR2014-042}
    • }
  •  Zhao, Y.; Wang, Y.; Bortoff, S.A.; Nikovski, D., "Energy-efficient Collision-free Trajectory Planning Using Alternating Quadratic Programming", American Control Conference (ACC), DOI: 10.1109/ACC.2014.6859076, ISSN: 0743-1619, ISBN: 978-1-4799-3272-6, June 2014, pp. 1249-1254.
    BibTeX Download PDFRead TR2014-046
    • @inproceedings{Zhao2014jun,
    • author = {Zhao, Y. and Wang, Y. and Bortoff, S.A. and Nikovski, D.},
    • title = {Energy-efficient Collision-free Trajectory Planning Using Alternating Quadratic Programming},
    • booktitle = {American Control Conference (ACC)},
    • year = 2014,
    • pages = {1249--1254},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/ACC.2014.6859076},
    • issn = {0743-1619},
    • isbn = {978-1-4799-3272-6},
    • url = {http://www.merl.com/publications/TR2014-046}
    • }
  •  Wittenburg, K.; Laughman, C.; Nikovski, D.; Sahinoglu, Z., "Advanced Visual Interfaces for Smart Energy: Focusing Where it Matters Most", Workshop on Fostering Smart Energy Applications through Advanced Visual Interfaces, DOI: 10.1145/2598153.2602224, ISSN: 1177-777X, May 2014, pp. 31-34.
    BibTeX Download PDFRead TR2014-043
    • @inproceedings{Wittenburg2014may,
    • author = {Wittenburg, K. and Laughman, C. and Nikovski, D. and Sahinoglu, Z.},
    • title = {Advanced Visual Interfaces for Smart Energy: Focusing Where it Matters Most},
    • booktitle = {Workshop on Fostering Smart Energy Applications through Advanced Visual Interfaces},
    • year = 2014,
    • pages = {31--34},
    • month = may,
    • doi = {10.1145/2598153.2602224},
    • issn = {1177-777X},
    • url = {http://www.merl.com/publications/TR2014-043}
    • }
  •  Nikovski, D.; Esenther, A.; Ye, X.; Shiba, M.; Takayama, S., "Matcher Composition Methods for Automatic Schema Matching", International Conference on Enterprise Information Systems (ICEIS), {Cordeiro, J. and Maciaszek, L. A. and Filipe, J.}, Eds., DOI: 10.1007/978-3-642-40654-6_7, December 2013, vol. 141, pp. 108-123.
    BibTeX Download PDFRead TR2013-103
    • @inproceedings{Nikovski2013dec,
    • author = {Nikovski, D. and Esenther, A. and Ye, X. and Shiba, M. and Takayama, S.},
    • title = {Matcher Composition Methods for Automatic Schema Matching},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2013,
    • editor = {Cordeiro, J. and Maciaszek, L. A. and Filipe, J.},
    • volume = 141,
    • series = {Lecture Notes in Business Information Processing},
    • pages = {108--123},
    • month = dec,
    • doi = {10.1007/978-3-642-40654-6_7},
    • url = {http://www.merl.com/publications/TR2013-103}
    • }
  •  Sun, H.; Nikovkski, D.; Takano, T.; Kojima, Y.; Ohno, T., "Method for Locating of Single-phase-to-ground Faults in Ungrounded Distribution Systems", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), DOI: 10.1109/ISGT-Asia.2013.6698707, ISBN: 978-1-4699-1346-6, November 2013.
    BibTeX Download PDFRead TR2013-129
    • @inproceedings{Sun2013nov,
    • author = {Sun, H. and Nikovkski, D. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {Method for Locating of Single-phase-to-ground Faults in Ungrounded Distribution Systems},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2013,
    • month = nov,
    • doi = {10.1109/ISGT-Asia.2013.6698707},
    • isbn = {978-1-4699-1346-6},
    • url = {http://www.merl.com/publications/TR2013-129}
    • }
  •  Jones, M.; Geng, Y.; Nikovski, D.; Hirata, T., "Predicting Link Travel Times from Floating Car Data", IEEE International Conference on Intelligent Transportation Systems (ITSC), October 2013.
    BibTeX Download PDFRead TR2013-095
    • @inproceedings{Jones2013oct,
    • author = {Jones, M. and Geng, Y. and Nikovski, D. and Hirata, T.},
    • title = {Predicting Link Travel Times from Floating Car Data},
    • booktitle = {IEEE International Conference on Intelligent Transportation Systems (ITSC)},
    • year = 2013,
    • month = oct,
    • url = {http://www.merl.com/publications/TR2013-095}
    • }