Publications

126 / 3,313 publications found.


  •  Jones, M., Nikovski, D., Imamura, M., Hirata, T., "Anomaly Detection in Real-valued Multidimensional Time Series", ASE Bigdata/Socialcom/Cyber Security Conference, June 2014.
    BibTeX TR2014-042 PDF Software
    • @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 TR2013-048 PDF
    • @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, October 2012, pp. 1-6.
    BibTeX TR2012-083 PDF
    • @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 TR2012-088 PDF
    • @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 TR2012-050 PDF
    • @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 TR2011-081 PDF
    • @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 TR2011-046 PDF
    • @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), September 2010, pp. 28-35.
    BibTeX TR2010-083 PDF
    • @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 TR2010-064 PDF
    • @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 TR2010-010 PDF
    • @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 TR2010-065 PDF
    • @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 TR2009-082 PDF
    • @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 TR2009-060 PDF
    • @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), July 2009, vol. 5632, pp. 734-748.
    BibTeX TR2009-050 PDF
    • @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, Vol. 79, No. 3, pp. 283-306, July 2009.
    BibTeX TR2009-057 PDF
    • @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", OptoElectronics and Communications Conference (OECC), DOI: 10.1109/​OECC.2009.5222713, July 2009, pp. 1-2.
    BibTeX TR2009-054 PDF
    • @inproceedings{Wen2009jul,
    • author = {Wen, Y. and Wilson, K.W.},
    • title = {Optical Performance Monitoring via Histogram: A Data-Driven Approach},
    • booktitle = {OptoElectronics 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 TR2009-031 PDF
    • @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 TR2009-001 PDF
    • @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 TR2008-062 PDF
    • @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 TR2008-034 PDF
    • @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}
    • }
  •  Wren, C.R., Ivanov, Y.A., Leigh, D., Westhues, J., "The MERL Motion Detector Dataset", Workshop on Massive Datasets (MD), November 2007, pp. 10-14.
    BibTeX TR2007-069 PDF
    • @inproceedings{Wren2007nov,
    • author = {Wren, C.R. and Ivanov, Y.A. and Leigh, D. and Westhues, J.},
    • title = {The MERL Motion Detector Dataset},
    • booktitle = {Workshop on Massive Datasets (MD)},
    • year = 2007,
    • pages = {10--14},
    • month = nov,
    • isbn = {978-1-50593-981-8},
    • url = {https://www.merl.com/publications/TR2007-069}
    • }
  •  Daniel Nikovski, Akihiro Baba, "Workflow Trees for Representation and Mining of Implicitly Concurrent Business Processes", Tech. Rep. TR2007-072, Mitsubishi Electric Research Laboratories, Cambridge, MA, October 2007.
    BibTeX TR2007-072 PDF
    • @techreport{MERL_TR2007-072,
    • author = {Daniel Nikovski, Akihiro Baba},
    • title = {Workflow Trees for Representation and Mining of Implicitly Concurrent Business Processes},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2007-072},
    • month = oct,
    • year = 2007,
    • url = {https://www.merl.com/publications/TR2007-072/}
    • }
  •  Nikovski, D., Jain, A., "Memory-Based Algorithms for Abrupt Change Detection in Sensor Data Streams", IEEE International Conference on Industrial Informatics, June 2007, vol. 1, pp. 547-552.
    BibTeX TR2007-024 PDF
    • @inproceedings{Nikovski2007jun,
    • author = {Nikovski, D. and Jain, A.},
    • title = {Memory-Based Algorithms for Abrupt Change Detection in Sensor Data Streams},
    • booktitle = {IEEE International Conference on Industrial Informatics},
    • year = 2007,
    • volume = 1,
    • pages = {547--552},
    • month = jun,
    • issn = {1935-4576},
    • url = {https://www.merl.com/publications/TR2007-024}
    • }
  •  Ryall, K., Esenther, A., Forlines, C., Shen, C., Shipman, S., Morris, M.R., Everitt, K., Vernier, F.D., "Identity-Differentiating Widgets for Multiuser Interactive Surfaces", IEEE Computer Graphics and Applications (CG&A), Vol. 26, No. 5, pp. 56-64, September 2006.
    BibTeX IEEE Xplore
    • @article{Ryall2006sep,
    • author = {Ryall, K. and Esenther, A. and Forlines, C. and Shen, C. and Shipman, S. and Morris, M.R. and Everitt, K. and Vernier, F.D.},
    • title = {Identity-Differentiating Widgets for Multiuser Interactive Surfaces},
    • journal = {IEEE Computer Graphics and Applications (CG&A)},
    • year = 2006,
    • volume = 26,
    • number = 5,
    • pages = {56--64},
    • month = sep,
    • issn = {0272-1716},
    • url = {https://ieeexplore.ieee.org/document/1683694}
    • }
  •  Moghaddam, B., Weiss, Y., Avidan, S., "Generalized Spectral Bounds for Sparse LDA", Tech. Rep. TR2006-046, Mitsubishi Electric Research Laboratories, Cambridge, MA, June 2006.
    BibTeX TR2006-046 PDF
    • @techreport{MERL_TR2006-046,
    • author = {Moghaddam, B.; Weiss, Y.; Avidan, S.},
    • title = {Generalized Spectral Bounds for Sparse LDA},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2006-046},
    • month = jun,
    • year = 2006,
    • url = {https://www.merl.com/publications/TR2006-046/}
    • }