Publications

100 / 2,632 publications found.


  •  Bagnell, J.A.; Farahmand, A.-M., "Learning Positive Functions in a Hilbert Space", NIPS Workshop on Optimization for Machine Learning (OPT), December 2015.
    BibTeX Download PDFAbout TR2015-133
    • @inproceedings{Bagnell2015dec,
    • author = {Bagnell, J.A. and Farahmand, A.-M.},
    • title = {Learning Positive Functions in a Hilbert Space},
    • booktitle = {NIPS Workshop on Optimization for Machine Learning (OPT)},
    • year = 2015,
    • month = dec,
    • url = {http://www.merl.com/publications/TR2015-133}
    • }
  •  Laughman, C.R.; Qiao, H., "Mass Conserving Models of Vapor Compression Cycles", International Modelica Conference, DOI: 10.3384/ecp15118759, ISSN: 1650-3686, ISBN: 978-91-7685-955-1, September 2015, pp. 759-767.
    BibTeX Download PDFAbout TR2015-109
    • @inproceedings{Laughman2015sep,
    • author = {Laughman, C.R. and Qiao, H.},
    • title = {Mass Conserving Models of Vapor Compression Cycles},
    • booktitle = {International Modelica Conference},
    • year = 2015,
    • number = 118,
    • pages = {759--767},
    • month = sep,
    • doi = {10.3384/ecp15118759},
    • issn = {1650-3686},
    • isbn = {978-91-7685-955-1},
    • url = {http://www.merl.com/publications/TR2015-109}
    • }
  •  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 PDFAbout 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}
    • }
  •  Laughman, C.R.; Grover, P.; Nabi, S., "A Study of Refrigerant Dispersion in Occupied Spaces Under Parametric Variation", ASHRAE Annual Conference, June 2015, vol. 121.
    BibTeX Download PDFAbout TR2015-081
    • @inproceedings{Laughman2015jun2,
    • author = {Laughman, C.R. and Grover, P. and Nabi, S.},
    • title = {A Study of Refrigerant Dispersion in Occupied Spaces Under Parametric Variation},
    • booktitle = {ASHRAE Annual Conference},
    • year = 2015,
    • volume = 121,
    • month = jun,
    • url = {http://www.merl.com/publications/TR2015-081}
    • }
  •  Laughman, C.R.; Qiao, H.; Aute, V.; Radermacher, R., "A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models", Science and Technology for the Built Environment, DOI: 10.1080/23744731.2015.1040342, ISSN: 2374-4731, Vol. 21, No. 5, pp. 666-680, May 2015.
    BibTeX Download PDFAbout TR2015-072
    • @article{Laughman2015jun,
    • author = {Laughman, C.R. and Qiao, H. and Aute, V. and Radermacher, R.},
    • title = {A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models},
    • journal = {Science and Technology for the Built Environment},
    • year = 2015,
    • volume = 21,
    • number = 5,
    • pages = {666--680},
    • month = may,
    • publisher = {Science and Technology for the Built Environment},
    • doi = {10.1080/23744731.2015.1040342},
    • issn = {2374-4731},
    • url = {http://www.merl.com/publications/TR2015-072}
    • }
  •  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 PDFAbout 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}
    • }
  •  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}
    • }
  •  Laughman, C.R., "A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models", International Refrigeration and Air Conditioning Conference, July 2014, pp. 1-10.
    BibTeX Download PDFAbout TR2014-073
    • @inproceedings{Laughman2014jul,
    • author = {Laughman, C.R.},
    • title = {A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models},
    • booktitle = {International Refrigeration and Air Conditioning Conference},
    • year = 2014,
    • pages = {1--10},
    • month = jul,
    • url = {http://www.merl.com/publications/TR2014-073}
    • }
  •  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 = {http://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 = {http://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 = {http://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 = {http://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 = {http://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 = {http://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 = {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 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 = {http://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 = {http://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 = {http://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 = {http://www.merl.com/publications/TR2010-065}
    • }