Publications

80 / 2,449 publications found.


  •  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 PDFRead 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 = {http://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 PDFRead 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 = {http://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), ISSN: 0302-9743, July 2009, vol. 5632, pp. 734-748.
    BibTeX Download PDFRead 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 = {http://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 PDFRead 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 = {http://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 Download PDFRead 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 = {http://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 Download PDFRead 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 = {http://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 PDFRead 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 = {http://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 Download PDFRead TR2007-072
    • @techreport{MERL_TR2007-072,
    • author = {Daniel Nikovski and 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 = {http://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, ISSN: 1935-4576, June 2007, vol. 1, pp. 547-552.
    BibTeX Download PDFRead TR2007-024
    • @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 = {http://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), ISSN: 1553-572X, November 2006, pp. 3668-3673.
    BibTeX Download PDFRead TR2006-094
    • @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 = {http://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 Download PDFRead TR2006-036
    • @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 = {http://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 Download PDFRead TR2005-086
    • @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 = {http://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, ISSN: 0018-9286, Vol. 49, No. 10, pp. 1820-1823, October 2004.
    BibTeX Download PDFRead TR2004-148
    • @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 = {http://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,
    • url = {http://www.learnpayment.com/nagoya_email/nagoya_email.html}
    • }
  •  Brand, M.E.; Nikovski, D.N., "Risk-Averse Group Elevator Scheduling", Elevcon World Congress on Vertical Transportation Technologies (ELEVCON), April 2004.
    BibTeX Download PDFRead TR2004-045
    • @inproceedings{Brand2004apr2,
    • author = {Brand, M.E. and Nikovski, D.N.},
    • title = {Risk-Averse Group Elevator Scheduling},
    • booktitle = {Elevcon World Congress on Vertical Transportation Technologies (ELEVCON)},
    • year = 2004,
    • month = apr,
    • url = {http://www.merl.com/publications/TR2004-045}
    • }
  •  Brand, M.E.; Nikovski, D.N., "Optimal Parking in Group Elevator Control", IEEE International Conference on Robotics and Automation (ICRA), ISSN: 1050-4729, April 2004, vol. 1, pp. 1002-1008.
    BibTeX Download PDFRead TR2004-044
    • @inproceedings{Brand2004apr1,
    • author = {Brand, M.E. 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 = {http://www.merl.com/publications/TR2004-044}
    • }
  •  Suzuki, N.; Iwata, M.; Sasakawa, K.; Komaya, K.; Nikovski, D.N.; Brand, M.E., "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.E.},
    • 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.E., "Marginalizing Out Future Passengers in Group Elevator Control", Conference on Uncertainty in Artificial Intelligence (UAI), ISBN: 0-127-05664-5, August 2003, pp. 443-450.
    BibTeX Download PDFRead TR2003-62
    • @inproceedings{Nikovski2003aug,
    • author = {Nikovski, D.N. and Brand, M.E.},
    • 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 = {http://www.merl.com/publications/TR2003-62}
    • }
  •  Nikovski, D.; Brand, M., "Decision-Theoretic Group Elevator Scheduling", International Conference on Automated Planning and Scheduling (ICAPS), June 2003.
    BibTeX Download PDFRead TR2003-61
    • @inproceedings{Nikovski2003jun1,
    • author = {Nikovski, D. and Brand, M.},
    • title = {Decision-Theoretic Group Elevator Scheduling},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2003,
    • month = jun,
    • url = {http://www.merl.com/publications/TR2003-61}
    • }
  •  Nikovski, D.; Brand, M., "Non-Linear Stochastic Control in Continuous State Spaces by Exact Integration in Bellman's Equations", International Conference on Automated Planning and Scheduling (ICAPS), June 2003.
    BibTeX Download PDFRead TR2003-91
    • @inproceedings{Nikovski2003jun2,
    • author = {Nikovski, D. and Brand, M.},
    • title = {Non-Linear Stochastic Control in Continuous State Spaces by Exact Integration in Bellman's Equations},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2003,
    • month = jun,
    • url = {http://www.merl.com/publications/TR2003-91}
    • }