Publications

111 / 2,820 publications found.


  •  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}
    • }
  •  Nikovski, D., "Operational Planning of Thermal Generators with Factored Markov Decision Process Models", International Conference on Automated Planning and Scheduling (ICAPS), June 2013.
    BibTeX Download PDFAbout TR2013-048
    • @inproceedings{Nikovski2013jun1,
    • author = {Nikovski, D.},
    • title = {Operational Planning of Thermal Generators with Factored Markov Decision Process Models},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2013,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2013-048}
    • }
  •  Nikovski, D.; Lidicky, B.; Zhang, W.; Kataoka, K.; Yoshimoto, K., "Markov Decision Processes for Train Run Curve Optimization", Electrical Systems for Aircraft, Railway and Ship Propulsion (ESARS), DOI: 10.1109/ESARS.2012.6387473, ISSN: 2165-9400, ISBN: 978-1-4673-1370-4, October 2012, pp. 1-6.
    BibTeX Download PDFAbout TR2012-083
    • @inproceedings{Nikovski2012oct,
    • author = {Nikovski, D. and Lidicky, B. and Zhang, W. and Kataoka, K. and Yoshimoto, K.},
    • title = {Markov Decision Processes for Train Run Curve Optimization},
    • booktitle = {Electrical Systems for Aircraft, Railway and Ship Propulsion (ESARS)},
    • year = 2012,
    • pages = {1--6},
    • month = oct,
    • doi = {10.1109/ESARS.2012.6387473},
    • issn = {2165-9400},
    • isbn = {978-1-4673-1370-4},
    • url = {https://www.merl.com/publications/TR2012-083}
    • }
  •  Gopalakrishnan, A.; Raghunathan, A.U.; Nikovski, D.; Biegler, L.T., "Global Optimization of Optimal Power Flow Using a Branch & Bound Algorithm", Allerton Conference on Communication, Control, and Computing, October 2012.
    BibTeX Download PDFAbout TR2012-088
    • @inproceedings{Gopalakrishnan2012oct,
    • author = {Gopalakrishnan, A. and Raghunathan, A.U. and Nikovski, D. and Biegler, L.T.},
    • title = {Global Optimization of Optimal Power Flow Using a Branch & Bound Algorithm},
    • booktitle = {Allerton Conference on Communication, Control, and Computing},
    • year = 2012,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2012-088}
    • }
  •  Nikovski, D.; Esenther, A.; Ye, X.; Shiba, M.; Takayama, S., "Bayesian Networks for Matcher Composition in Automatic Schema Matching", International Conference on Enterprise Information Systems (ICEIS), June 2012, vol. 1, pp. 48-55.
    BibTeX Download PDFAbout TR2012-050
    • @inproceedings{Nikovski2012jun,
    • author = {Nikovski, D. and Esenther, A. and Ye, X. and Shiba, M. and Takayama, S.},
    • title = {Bayesian Networks for Matcher Composition in Automatic Schema Matching},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2012,
    • volume = 1,
    • pages = {48--55},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2012-050}
    • }
  •  Nikovski, D.; Esenther, A., "Construction of Embedded Markov Decision Processes for Optimal Control of Non-Linear Systems with Continuous State Spaces", IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), DOI: 10.1109/CDC.2011.6161310, December 2011, pp. 7944-7949.
    BibTeX Download PDFAbout TR2011-081
    • @inproceedings{Nikovski2011dec,
    • author = {Nikovski, D. and Esenther, A.},
    • title = {Construction of Embedded Markov Decision Processes for Optimal Control of Non-Linear Systems with Continuous State Spaces},
    • booktitle = {IEEE Conference on Decision and Control and European Control Conference (CDC-ECC)},
    • year = 2011,
    • pages = {7944--7949},
    • month = dec,
    • doi = {10.1109/CDC.2011.6161310},
    • url = {https://www.merl.com/publications/TR2011-081}
    • }
  •  Zhang, W.; Nikovski, D., "State-space Approximate Dynamic Programming for Stochastic Unit Commitment", North American Power Symposium (NAPS), DOI: 10.1109/NAPS.2011.6025113, August 2011, pp. 1-7.
    BibTeX Download PDFAbout TR2011-046
    • @inproceedings{Zhang2011aug,
    • author = {Zhang, W. and Nikovski, D.},
    • title = {State-space Approximate Dynamic Programming for Stochastic Unit Commitment},
    • booktitle = {North American Power Symposium (NAPS)},
    • year = 2011,
    • pages = {1--7},
    • month = aug,
    • doi = {10.1109/NAPS.2011.6025113},
    • url = {https://www.merl.com/publications/TR2011-046}
    • }
  •  Nikovski, D.; Zhang, W., "Factored Markov Decision Process Models for Stochastic Unit Commitment", IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES), ISBN: 978-1-4244-6076-2, September 2010, pp. 28-35.
    BibTeX Download PDFAbout TR2010-083
    • @inproceedings{Nikovski2010sep,
    • author = {Nikovski, D. and Zhang, W.},
    • title = {Factored Markov Decision Process Models for Stochastic Unit Commitment},
    • booktitle = {IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES)},
    • year = 2010,
    • pages = {28--35},
    • month = sep,
    • isbn = {978-1-4244-6076-2},
    • url = {https://www.merl.com/publications/TR2010-083}
    • }
  •  Yerazunis, W.S.; Kato, M.; Kori, M.; Shibata, H.; Hackenberg, K., "Keeping the Good Stuff In: Confidential Information Firewalling with the CRM114 Spam Filter & Text Classifier", Black Hat Technical Security Conference, July 2010.
    BibTeX Download PDFAbout TR2010-064
    • @inproceedings{Yerazunis2010jul,
    • author = {Yerazunis, W.S. and Kato, M. and Kori, M. and Shibata, H. and Hackenberg, K.},
    • title = {Keeping the Good Stuff In: Confidential Information Firewalling with the CRM114 Spam Filter & Text Classifier},
    • booktitle = {Black Hat Technical Security Conference},
    • year = 2010,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2010-064}
    • }
  •  Laughman, C.R.; Leeb, S.B.; Norford, L.K.; Shaw, S.R.; Armstrong, P.R., "A Park Transform-Based Method for Condition Monitoring of Three-Phase Electromechanical Systems", International Conference on Power Electronics, Machines and Drives (PEMD), DOI: 10.1049/CP.2010.0030, April 2010.
    BibTeX Download PDFAbout TR2010-010
    • @inproceedings{Laughman2010apr,
    • author = {Laughman, C.R. and Leeb, S.B. and Norford, L.K. and Shaw, S.R. and Armstrong, P.R.},
    • title = {A Park Transform-Based Method for Condition Monitoring of Three-Phase Electromechanical Systems},
    • booktitle = {International Conference on Power Electronics, Machines and Drives (PEMD)},
    • year = 2010,
    • month = apr,
    • doi = {10.1049/CP.2010.0030},
    • url = {https://www.merl.com/publications/TR2010-010}
    • }
  •  Shibata, H.; Kato, M.; Kori, M.; Yerazunis, W., "An Automatic Training Data Collection Method for Confidential E-mail Detection", The Forum on Data Engineering and Information Management (DEIM), February 2010.
    BibTeX Download PDFAbout TR2010-065
    • @inproceedings{Shibata2010feb,
    • author = {Shibata, H. and Kato, M. and Kori, M. and Yerazunis, W.},
    • title = {An Automatic Training Data Collection Method for Confidential E-mail Detection},
    • booktitle = {The Forum on Data Engineering and Information Management (DEIM)},
    • year = 2010,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2010-065}
    • }
  •  Laughman, C.R.; Leeb, S.B.; Norford, L.K.; Shaw, S.R.; Armstrong, P.R., "A Two-Step Method for Estimating the Parameters of Induction Machine Models", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE.2009.5316204, September 2009, pp. 262-269.
    BibTeX Download PDFAbout TR2009-082
    • @inproceedings{Laughman2009sep,
    • author = {Laughman, C.R. and Leeb, S.B. and Norford, L.K. and Shaw, S.R. and Armstrong, P.R.},
    • title = {A Two-Step Method for Estimating the Parameters of Induction Machine Models},
    • booktitle = {IEEE Energy Conversion Congress and Exposition (ECCE)},
    • year = 2009,
    • pages = {262--269},
    • month = sep,
    • doi = {10.1109/ECCE.2009.5316204},
    • url = {https://www.merl.com/publications/TR2009-082}
    • }
  •  Wilson, K.W., "Probabilistic Inter-disturbance Interval Estimation for Bearing Fault Diagnosis", IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), DOI: 10.1109/DEMPED.2009.5292803, August 2009, pp. 1-6.
    BibTeX Download PDFAbout TR2009-060
    • @inproceedings{Wilson2009aug,
    • author = {Wilson, K.W.},
    • title = {Probabilistic Inter-disturbance Interval Estimation for Bearing Fault Diagnosis},
    • booktitle = {IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED)},
    • year = 2009,
    • pages = {1--6},
    • month = aug,
    • doi = {10.1109/DEMPED.2009.5292803},
    • url = {https://www.merl.com/publications/TR2009-060}
    • }
  •  Nikovski, D.N.; Ramachandran, G., "Memory-Based Modeling of Seasonality for Prediction of Climatic Time Series", International Conference on Machine Learning and Data Mining in Pattern Recognion (MLDM), ISSN: 0302-9743, July 2009, vol. 5632, pp. 734-748.
    BibTeX Download PDFAbout TR2009-050
    • @inproceedings{Nikovski2009jul1,
    • author = {Nikovski, D.N. and Ramachandran, G.},
    • title = {Memory-Based Modeling of Seasonality for Prediction of Climatic Time Series},
    • booktitle = {International Conference on Machine Learning and Data Mining in Pattern Recognion (MLDM)},
    • year = 2009,
    • volume = 5632,
    • pages = {734--748},
    • month = jul,
    • issn = {0302-9743},
    • url = {https://www.merl.com/publications/TR2009-050}
    • }
  •  Nikovski, D.N.; Jain, A., "Fast Adaptive Algorithms for Abrupt Change Detection", Machine Learning, DOI: 10.1007/S10994-009-5122-X, ISSN: 0885-6125, Vol. 79, No. 3, pp. 283-306, July 2009.
    BibTeX Download PDFAbout TR2009-057
    • @article{Nikovski2009jul2,
    • author = {Nikovski, D.N. and Jain, A.},
    • title = {Fast Adaptive Algorithms for Abrupt Change Detection},
    • journal = {Machine Learning},
    • year = 2009,
    • volume = 79,
    • number = 3,
    • pages = {283--306},
    • month = jul,
    • doi = {10.1007/S10994-009-5122-X},
    • issn = {0885-6125},
    • url = {https://www.merl.com/publications/TR2009-057}
    • }
  •  Wen, Y.; Wilson, K.W., "Optical Performance Monitoring via Histogram: A Data-Driven Approach", Opto Electronics and Communications Conference (OECC), DOI: 10.1109/OECC.2009.5222713, July 2009, pp. 1-2.
    BibTeX Download PDFAbout TR2009-054
    • @inproceedings{Wen2009jul,
    • author = {Wen, Y. and Wilson, K.W.},
    • title = {Optical Performance Monitoring via Histogram: A Data-Driven Approach},
    • booktitle = {Opto Electronics and Communications Conference (OECC)},
    • year = 2009,
    • pages = {1--2},
    • month = jul,
    • doi = {10.1109/OECC.2009.5222713},
    • url = {https://www.merl.com/publications/TR2009-054}
    • }
  •  Nikovski, D.; Esenther, A.; Baba, A., "Semi-Supervised Information Extraction from Variable-Length Web-Page Lists", International Conference on Enterprise Information Systems (ICEIS), May 2009.
    BibTeX Download PDFAbout TR2009-031
    • @inproceedings{Nikovski2009may,
    • author = {Nikovski, D. and Esenther, A. and Baba, A.},
    • title = {Semi-Supervised Information Extraction from Variable-Length Web-Page Lists},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2009,
    • month = may,
    • url = {https://www.merl.com/publications/TR2009-031}
    • }
  •  Wilson, K.W.; Divakaran, A., "Discriminative Genre-Independent Audio-Visual Scene Change Detection", SPIE Conference on Multimedia Content Access: Algorithms and Systems, January 2009, vol. 7255,.
    BibTeX Download PDFAbout TR2009-001
    • @inproceedings{Wilson2009jan,
    • author = {Wilson, K.W. and Divakaran, A.},
    • title = {Discriminative Genre-Independent Audio-Visual Scene Change Detection},
    • booktitle = {SPIE Conference on Multimedia Content Access: Algorithms and Systems},
    • year = 2009,
    • volume = {7255,},
    • month = jan,
    • url = {https://www.merl.com/publications/TR2009-001}
    • }
  •  Jain, A.; Nikovski, D., "Incremental Exemplar Learning Schemes for Classification on Embedded Devices", European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), September 2008.
    BibTeX Download PDFAbout TR2008-062
    • @inproceedings{Jain2008sep,
    • author = {Jain, A. and Nikovski, D.},
    • title = {Incremental Exemplar Learning Schemes for Classification on Embedded Devices},
    • booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
    • year = 2008,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2008-062}
    • }
  •  Nikovski, D., "Workflow Trees for Representation and Mining of Implicitly Concurrent Business Processes", International Conference on Enterprise Information Systems (ICEIS), June 2008.
    BibTeX Download PDFAbout TR2008-034
    • @inproceedings{Nikovski2008jun,
    • author = {Nikovski, D.},
    • title = {Workflow Trees for Representation and Mining of Implicitly Concurrent Business Processes},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2008,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2008-034}
    • }