Publications

136 / 3,592 publications found.


  •  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}
    • }
  •  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}
    • }