Publications

152 / 3,737 publications found.


  •  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}
    • }
  •  Laughman, C.R., Zhao, Y., Nikovski, D., "Fast Refrigerant Property Calculations Using Interpolation-Based Methods", International Refrigeration and Air Conditioning Conference (IRACC), July 2012.
    BibTeX TR2012-056 PDF
    • @inproceedings{Laughman2012jul,
    • author = {Laughman, C.R. and Zhao, Y. and Nikovski, D.},
    • title = {Fast Refrigerant Property Calculations Using Interpolation-Based Methods},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2012,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2012-056}
    • }
  •  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}
    • }
  •  Sun, H., Wang, Z., Nikovski, D., "Two-Level State Estimation Method for Power Systems with SCADA and PMU Measurements", IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia), May 2012, pp. 1-5.
    BibTeX TR2012-028 PDF
    • @inproceedings{Sun2012may,
    • author = {Sun, H. and Wang, Z. and Nikovski, D.},
    • title = {Two-Level State Estimation Method for Power Systems with SCADA and PMU Measurements},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference - Asia (ISGT Asia)},
    • year = 2012,
    • pages = {1--5},
    • month = may,
    • isbn = {978-1-4673-1221-9},
    • url = {https://www.merl.com/publications/TR2012-028}
    • }
  •  Sun, H., Nikovski, D., Ohno, T., Takano, T., Kojima, Y., "A Hybrid Decoupled Power Flow Method for Balanced Power Distribution Systems", Journal of Electronic Science and Technology (JEST), DOI: 10.3969/​J.ISSN.1674-862X.2012.01.003, Vol. 10, No. 1, pp. 15-21, March 2012.
    BibTeX TR2012-005 PDF
    • @article{Sun2012mar,
    • author = {Sun, H. and Nikovski, D. and Ohno, T. and Takano, T. and Kojima, Y.},
    • title = {A Hybrid Decoupled Power Flow Method for Balanced Power Distribution Systems},
    • journal = {Journal of Electronic Science and Technology (JEST)},
    • year = 2012,
    • volume = 10,
    • number = 1,
    • pages = {15--21},
    • month = mar,
    • doi = {10.3969/J.ISSN.1674-862X.2012.01.003},
    • url = {https://www.merl.com/publications/TR2012-005}
    • }
  •  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}
    • }
  •  Sun, H., Nikovski, D., Ohno, T., Takano, T., Kojima, Y., "A Fast and Robust Load Flow Method for Distribution Systems with Distributed Generations", IEEE International Conference on Smart Grid and Clean Energy Technologies (ICSGCE), September 2011.
    BibTeX TR2011-070 PDF
    • @inproceedings{Sun2011sep,
    • author = {Sun, H. and Nikovski, D. and Ohno, T. and Takano, T. and Kojima, Y.},
    • title = {A Fast and Robust Load Flow Method for Distribution Systems with Distributed Generations},
    • booktitle = {IEEE International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)},
    • year = 2011,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2011-070}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Radhakrishnan, R., Nikovski, D., Peker, K.A., Divakaran, A., "A Comparison between Polynomial and Locally Weighted Regression for Fault Detection and Diagnosis of HVAC Equipment", Conference on IEEE Industrial Electronics (IECON), November 2006, pp. 3668-3673.
    BibTeX TR2006-094 PDF
    • @inproceedings{Radhakrishnan2006nov,
    • author = {Radhakrishnan, R. and Nikovski, D. and Peker, K.A. and Divakaran, A.},
    • title = {A Comparison between Polynomial and Locally Weighted Regression for Fault Detection and Diagnosis of HVAC Equipment},
    • booktitle = {Conference on IEEE Industrial Electronics (IECON)},
    • year = 2006,
    • pages = {3668--3673},
    • month = nov,
    • issn = {1553-572X},
    • url = {https://www.merl.com/publications/TR2006-094}
    • }
  •  Nikovski, D., Kulev, V., "Induction of Compact Decision Trees for Personalized Recommendation", ACM Symposium on Applied Computing (SAC), April 2006.
    BibTeX TR2006-036 PDF
    • @inproceedings{Nikovski2006apr,
    • author = {Nikovski, D. and Kulev, V.},
    • title = {Induction of Compact Decision Trees for Personalized Recommendation},
    • booktitle = {ACM Symposium on Applied Computing (SAC)},
    • year = 2006,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2006-036}
    • }
  •  Nikovski, D., Nishiuma, N., Goto, Y., Kumazawa, H., "Univariate Short-Term Prediction of Road Travel Times", IEEE International Conference on Intelligent Transportation Systems (ITSC), September 2005, pp. 1074-1079.
    BibTeX TR2005-086 PDF
    • @inproceedings{Nikovski2005sep,
    • author = {Nikovski, D. and Nishiuma, N. and Goto, Y. and Kumazawa, H.},
    • title = {Univariate Short-Term Prediction of Road Travel Times},
    • booktitle = {IEEE International Conference on Intelligent Transportation Systems (ITSC)},
    • year = 2005,
    • pages = {1074--1079},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2005-086}
    • }
  •  Nikovski, D., Brand, M., "Exact Calculation of Expected Waiting Times for Group Elevator Control", IEEE Transactions on Automatic Control, Vol. 49, No. 10, pp. 1820-1823, October 2004.
    BibTeX TR2004-148 PDF
    • @article{Nikovski2004oct,
    • author = {Nikovski, D. and Brand, M.},
    • title = {Exact Calculation of Expected Waiting Times for Group Elevator Control},
    • journal = {IEEE Transactions on Automatic Control},
    • year = 2004,
    • volume = 49,
    • number = 10,
    • pages = {1820--1823},
    • month = oct,
    • issn = {0018-9286},
    • url = {https://www.merl.com/publications/TR2004-148}
    • }
  •  Nishiuma, N., Goto, Y., Kumazawa, H., Nikovski, D., Brand, M., "Traffic Prediction using Singular Value Decomposition", World Congress and Exhibition on Intelligent Transport Systems and Services (ITS), October 2004.
    BibTeX
    • @inproceedings{Nishiuma2004oct,
    • author = {Nishiuma, N. and Goto, Y. and Kumazawa, H. and Nikovski, D. and Brand, M.},
    • title = {Traffic Prediction using Singular Value Decomposition},
    • booktitle = {World Congress and Exhibition on Intelligent Transport Systems and Services (ITS)},
    • year = 2004,
    • month = oct
    • }
  •  Brand, M., Nikovski, D.N., "Risk-Averse Group Elevator Scheduling", International Congress on Vertical Transportation Technologies (ELEVCON), April 2004.
    BibTeX TR2004-045 PDF
    • @inproceedings{Brand2004apr2,
    • author = {Brand, M. and Nikovski, D.N.},
    • title = {Risk-Averse Group Elevator Scheduling},
    • booktitle = {International Congress on Vertical Transportation Technologies (ELEVCON)},
    • year = 2004,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2004-045}
    • }
  •  Brand, M., Nikovski, D.N., "Optimal Parking in Group Elevator Control", IEEE International Conference on Robotics and Automation (ICRA), April 2004, vol. 1, pp. 1002-1008.
    BibTeX TR2004-044 PDF
    • @inproceedings{Brand2004apr1,
    • author = {Brand, M. and Nikovski, D.N.},
    • title = {Optimal Parking in Group Elevator Control},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2004,
    • volume = 1,
    • pages = {1002--1008},
    • month = apr,
    • issn = {1050-4729},
    • url = {https://www.merl.com/publications/TR2004-044}
    • }
  •  Suzuki, N., Iwata, M., Sasakawa, K., Komaya, K., Nikovski, D.N., Brand, M., "A Calculation Method of Car Arrival Time with Dynamic Programming in Elevator Group Control", Conference of the Institute of Electrical Engineers of Japan, August 2003.
    BibTeX
    • @inproceedings{Suzuki2003aug,
    • author = {Suzuki, N. and Iwata, M. and Sasakawa, K. and Komaya, K. and Nikovski, D.N. and Brand, M.},
    • title = {A Calculation Method of Car Arrival Time with Dynamic Programming in Elevator Group Control},
    • booktitle = {Conference of the Institute of Electrical Engineers of Japan},
    • year = 2003,
    • month = aug
    • }
  •  Nikovski, D.N., Brand, M., "Marginalizing Out Future Passengers in Group Elevator Control", Conference on Uncertainty in Artificial Intelligence (UAI), August 2003, pp. 443-450.
    BibTeX TR2003-62 PDF
    • @inproceedings{Nikovski2003aug,
    • author = {Nikovski, D.N. and Brand, M.},
    • title = {Marginalizing Out Future Passengers in Group Elevator Control},
    • booktitle = {Conference on Uncertainty in Artificial Intelligence (UAI)},
    • year = 2003,
    • pages = {443--450},
    • month = aug,
    • isbn = {0-127-05664-5},
    • url = {https://www.merl.com/publications/TR2003-62}
    • }