Publications

140 / 3,737 publications found.


  •  Laughman, C.R., Qiao, H., Burns, D.J., Bortoff, S.A., "Dynamic Charge Management for Vapor Compression Cycles", International Refrigeration and Air Conditioning Conference (IRACC), July 2016.
    BibTeX TR2016-086 PDF
    • @inproceedings{Laughman2016jul,
    • author = {Laughman, Christopher R. and Qiao, Hongtao and Burns, Daniel J. and Bortoff, Scott A.},
    • title = {Dynamic Charge Management for Vapor Compression Cycles},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2016,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2016-086}
    • }
  •  Xu, J., Nikovski, D.N., "A Humidity Integrated Building Thermal Model", American Control Conference (ACC), DOI: 10.1109/​ACC.2016.7525127, July 2016, pp. 1492-1499.
    BibTeX TR2016-053 PDF
    • @inproceedings{Xu2016jul,
    • author = {Xu, Jingyang and Nikovski, Daniel N.},
    • title = {A Humidity Integrated Building Thermal Model},
    • booktitle = {American Control Conference (ACC)},
    • year = 2016,
    • pages = {1492--1499},
    • month = jul,
    • doi = {10.1109/ACC.2016.7525127},
    • url = {https://www.merl.com/publications/TR2016-053}
    • }
  •  Jones, M.J., Nikovski, D.N., Imamura, M., Hirata, T., "Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series", Journal of Data Mining and Knowledge Discovery, DOI: 10.1007/​s10618-015-0449-3, Vol. 30, No. 6, pp. 1427-1454, March 2016.
    BibTeX TR2016-027 PDF
    • @article{Jones2016mar,
    • author = {Jones, Michael J. and Nikovski, Daniel N. and Imamura, Makoto and Hirata, Takahisa},
    • title = {Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series},
    • journal = {Journal of Data Mining and Knowledge Discovery},
    • year = 2016,
    • volume = 30,
    • number = 6,
    • pages = {1427--1454},
    • month = mar,
    • doi = {10.1007/s10618-015-0449-3},
    • issn = {1573-756X},
    • url = {https://www.merl.com/publications/TR2016-027}
    • }
  •  Farahmand, A.-M., Nikovski, D.N., Igarashi, Y., Konaka, H., "Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value", Association for the Advancement of Artificial Intelligence (AAAI), February 2016, pp. 3123-3129.
    BibTeX TR2016-020 PDF
    • @inproceedings{Farahmand2016feb,
    • author = {Farahmand, Amir-massoud and Nikovski, Daniel N. and Igarashi, Yuji and Konaka, Hiroki},
    • title = {Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value},
    • booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
    • year = 2016,
    • pages = {3123--3129},
    • month = feb,
    • url = {https://www.merl.com/publications/TR2016-020}
    • }
  •  Laughman, C.R., Nabi, S., Grover, P., "A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces", ASHRAE Winter Conference, January 2016.
    BibTeX TR2016-018 PDF
    • @inproceedings{Laughman2016jan,
    • author = {Laughman, Christopher R. and Nabi, Saleh and Grover, Piyush},
    • title = {A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces},
    • booktitle = {ASHRAE Winter Conference},
    • year = 2016,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2016-018}
    • }
  •  Bagnell, J.A., Farahmand, A.-M., "Learning Positive Functions in a Hilbert Space", NIPS Workshop on Optimization for Machine Learning (OPT), December 2015.
    BibTeX TR2015-133 PDF
    • @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 = {https://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, September 2015, pp. 759-767.
    BibTeX TR2015-109 PDF
    • @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 = {https://www.merl.com/publications/TR2015-109}
    • }
  •  Nikovski, D.N., "Barycentric Quantization for Planning in Continuous Domains", AI Communications, DOI: 10.3233/​AIC-150675, Vol. 28, No. 3, pp. 539-551, July 2015.
    BibTeX TR2015-151 PDF
    • @article{Nikovski2015jul,
    • author = {Nikovski, D.N.},
    • title = {Barycentric Quantization for Planning in Continuous Domains},
    • journal = {AI Communications},
    • year = 2015,
    • volume = 28,
    • number = 3,
    • pages = {539--551},
    • month = jul,
    • doi = {10.3233/AIC-150675},
    • url = {https://www.merl.com/publications/TR2015-151}
    • }
  •  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, July 2015, pp. 533-540.
    BibTeX TR2015-063 PDF
    • @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 = {https://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 TR2015-081 PDF
    • @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 = {https://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, Vol. 21, No. 5, pp. 666-680, May 2015.
    BibTeX TR2015-072 PDF
    • @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 = {https://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 TR2015-005 PDF
    • @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 = {https://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: 10.154/​ieejeiss.134.1577, Vol. 134, No. 10, pp. 1577-1583, October 2014.
    BibTeX J-STAGE
    • @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 = {10.154/ieejeiss.134.1577},
    • issn = {0385-4221},
    • url = {https://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 (IRACC), July 2014, pp. 1-10.
    BibTeX TR2014-073 PDF
    • @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 (IRACC)},
    • year = 2014,
    • pages = {1--10},
    • month = jul,
    • url = {https://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, 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}
    • }