@article{malings_surface_2017,
title = {Surface heat assessment for developed environments: Probabilistic urban temperature modeling},
author = {Carl Malings and Matteo Pozzi and Kelly Klima and Mario Berges and Elie Bou-Zeid and Prathap Ramamurthy},
journal = {Computers, Environment and Urban Systems},
volume = {66},
number = {Supplement C},
pages = {53 - 64},
year = {2017},
issn = {0198-9715},
doi = {https://doi.org/10.1016/j.compenvurbsys.2017.07.006},
url = {http://www.sciencedirect.com/science/article/pii/S0198971517300613}
}
@article{giri_error_2017,
title = {An error correction framework for sequences resulting from known state-transition models in Non-Intrusive Load Monitoring},
journal = {Advanced Engineering Informatics},
author = {Giri, Suman and Berges, Mario},
month = apr,
volume = 32,
pages = {152--162},
year = {2017},
doi = {10.1016/j.aei.2017.01.006}
}
@article{eybpoosh_energy-based_2016,
title = {An energy-based sparse representation of ultrasonic guided-waves for online damage detection of pipelines under varying environmental and operational conditions},
journal = {Mechanical Systems and Signal Processing},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
volume = {82},
pages = {260--278},
year = {2016}
}
@article{jung_exploration_2015,
series = {Collective {Intelligence} {Modeling}, {Analysis}, and {Synthesis} for {Innovative} {Engineering} {Decision} {MakingSpecial} {Issue} of the 1st {International} {Conference} on {Civil} and {Building} {Engineering} {Informatics}},
title = {Exploration and evaluation of {AR}, {MPCA} and {KL} anomaly detection techniques to embankment dam piezometer data},
volume = {29},
issn = {1474-0346},
url = {http://www.sciencedirect.com/science/article/pii/S1474034615001056},
doi = {10.1016/j.aei.2015.10.002},
number = {4},
urldate = {2016-02-21},
journal = {Advanced Engineering Informatics},
author = {Jung, In-Soo and Berges, Mario and Garrett Jr., James H. and Poczos, Barnabas},
month = oct,
year = {2015},
pages = {902--917}
}
@article{kara_impact_2015,
title = {Impact of {Disturbances} on {Modeling} of {Thermostatically} {Controlled} {Loads} for {Demand} {Response}},
volume = {PP},
issn = {1949-3053},
doi = {10.1109/TSG.2015.2406316},
number = {99},
journal = {IEEE Transactions on Smart Grid},
author = {Kara, Emre Can and Berges, Mario and Hug, Gabriela},
year = {2015},
pages = {1--1}
}
@article{eybpoosh_sparse_2016,
title = {Sparse representation of ultrasonic guided-waves for robust damage detection in pipelines under varying environmental and operational conditions},
volume = {23},
copyright = {Copyright © 2015 John Wiley \& Sons, Ltd.},
issn = {1545-2263},
url = {http://onlinelibrary.wiley.com/doi/10.1002/stc.1776/abstract},
doi = {10.1002/stc.1776},
language = {en},
number = {2},
urldate = {2016-02-21},
journal = {Structural Control and Health Monitoring},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
month = feb,
year = {2016},
pages = {369--391}
}
@article{kara_estimating_2015,
title = {Estimating the benefits of electric vehicle smart charging at non-residential locations: A data-driven approach },
journal = {Applied Energy },
volume = {155},
number = {0},
pages = {515 - 525},
year = {2015},
note = {},
issn = {0306-2619},
doi = {http://dx.doi.org/10.1016/j.apenergy.2015.05.072},
url = {http://www.sciencedirect.com/science/article/pii/S0306261915007059},
author = {Emre C. Kara and Jason S. Macdonald and Douglas Black and Mario Berges and Gabriela Hug and Sila Kiliccote}
}
@article{liu_robust_2015,
title = {Robust ultrasonic damage detection under complex environmental conditions using singular value decomposition},
volume = {58},
issn = {0041624X},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0041624X14003515},
doi = {10.1016/j.ultras.2014.12.005},
language = {en},
urldate = {2015-03-02},
journal = {Ultrasonics},
author = {Liu, Chang and Harley, Joel B. and Berges, Mario and Greve, David W. and Oppenheim, Irving J.},
month = apr,
year = {2015},
pages = {75--86}
}
@article{giri_energy_2015,
title = {An energy estimation framework for event-based methods in Non-Intrusive Load Monitoring},
author = {Giri, Suman and Berges, Mario},
journal = {Energy Conversion and Management},
volume = {90},
pages = {488--498},
year = {2015},
publisher = {Pergamon}
}
@article{jazizadeh_unsupervised_2014b,
title = {An unsupervised hierarchical clustering based heuristic algorithm for facilitated training of electricity consumption disaggregation systems},
author = {Jazizadeh, Farrokh and Becerik-Gerber, Burcin and Berges, Mario and Soibelman, Lucio},
journal = {Advanced Engineering Informatics},
volume = {28},
number = {4},
pages = {311--326},
year = {2014},
publisher = {Elsevier}
}
@article{liu_domain-specific_2013,
title = {Domain-Specific Querying Formalisms for Retrieving Information of {HVAC} Systems},
issn = {0887-3801},
url = {http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000294},
doi = {10.1061/(ASCE)CP.1943-5487.0000294},
journal = {Journal of Computing in Civil Engineering},
author = {Liu, Xuesong and Akinci, Burcu and Berges, Mario and Garrett, James H.},
month = feb,
year = {2013}
}
@article{carlson_one_2013,
title = {One Size Does Not Fit All: Averaged Data on Household Electricity is Inadequate for Residential Energy Policy and Decisions},
journal = {Energy and Buildings},
author = {Carlson, Derrick and Matthews, H. Scott and Berges, Mario},
year = {2013},
month = {September},
volume = {64},
pages = {132--144},
doi = {10.1016/j.enbuild.2013.04.005}
}
@article{giri_towards_2013b,
title = {Towards automated appliance recognition using an {EMF} sensor in {NILM} platforms},
volume = {27},
issn = {1474-0346},
url = {http://www.sciencedirect.com/science/article/pii/S1474034613000268},
doi = {10.1016/j.aei.2013.03.004},
number = {4},
urldate = {2013-07-21},
journal = {Advanced Engineering Informatics},
author = {Giri, Suman and Berges, Mario and Rowe, Anthony},
month = oct,
year = {2013},
pages = {477--485}
}
@article{liu_extending_2012,
title = {Extending the information delivery manual approach to identify information requirements for performance analysis of {HVAC} systems},
issn = {1474-0346},
url = {http://www.sciencedirect.com/science/article/pii/S1474034613000530},
doi = {10.1016/j.aei.2013.05.003},
year = 2013,
urldate = {2013-07-23},
journal = {Advanced Engineering Informatics},
author = {Liu, Xuesong and Akinci, Burcu and Berges, Mario and Garrett Jr., James H.}
}
@article{rowe_sensor_2011,
title = {Sensor Andrew: Large-scale campus-wide sensing and actuation},
volume = {55},
issn = {0018-8646},
doi = {10.1147/JRD.2010.2089662},
number = {1.2},
journal = {{IBM} Journal of Research and Development},
author = {Rowe, Anthony and Berges, Mario and Bhatia, Gaurav and Goldman, Ethan and Rajkumar, Raj and Garrett, James H. and Moura, José M. F. and Soibelman, Lucio},
month = jan,
year = {2011},
pages = {6:1 -- 6:14},
url = {http://www.marioberges.com/pubs/2010_rowe_IBM.pdf}
}
@article{berges_user-centered_2011,
title = {User-centered {Non-Intrusive} Electricity Load Monitoring for Residential Buildings},
volume = {25},
number = {1},
journal = {Journal of Computing in Civil Engineering},
author = {Berges, Mario and Goldman, Ethan and Soibelman, Lucio and Matthews, H. Scott and Anderson, Kyle},
year = {2011},
url = {http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000108}
}
@article{taneja_sensing_2010,
title = {{CEC:} Sensing and Field Data Capture for Construction and Facility Operations},
volume = {137},
number = {10},
journal = {Journal of Construction Engineering and Management},
author = {Taneja, S. and Akinci, B. and Garrett, J. H and Soibelman, L. and Berges, Mario and Atasoy, G. and Liu, X. and Shahandashti, S. M. and Anil, E. B. and Ergen, E. and Pradhan, A. and Tang, P.},
year = {2011},
pages = {870-881},
url = {http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0000332}
}
@article{berges_enhancing_2010,
title = {Enhancing Electricity Audits in Residential Buildings with Nonintrusive Load Monitoring},
volume = {14},
issn = {10881980},
doi = {10.1111/j.1530-9290.2010.00280.x},
number = {5},
journal = {Journal of Industrial Ecology},
author = {Berges, Mario and Goldman, Ethan and Matthews, H. Scott and Soibelman, Lucio},
month = oct,
year = {2010},
pages = {844--858},
url = {http://onlinelibrary.wiley.com/doi/10.1111/j.1530-9290.2010.00280.x/pdf}
}
@article{shahandashti_data_2010,
title = {Data Fusion Approaches and Applications for Construction Engineering},
journal = {Journal of Construction Engineering and Management},
author = {Shahandashti, S. M. and Razavi, Saiedeh N. and Soibelman, Lucio and Berges, Mario and Caldas, Carlos H. and Brilakis, Ioannis and Teizer, Jochen and Vela, Patricio and Haas, Carl and Garrett, James H. and Akinci, Burcu and Zhu, Zhenhua},
volume = {137},
number = {10},
pages = {863-869},
year = {2011},
url = {http://link.aip.org/link/doi/10.1061/(ASCE)CO.1943-7862.0000287}
}
@article{berges_training_2008,
title = {Training Load Monitoring Algorithms on Highly {Sub-Metered} Home Electricity Consumption Data},
volume = {13},
journal = {Tsinghua Science \& Technology},
author = {Berges, Mario and Goldman, Ethan and Matthews, H. Scott and Soibelman, Lucio},
year = {2008},
pages = {406–411},
url = {http://linkinghub.elsevier.com/retrieve/pii/S1007021408701822}
}
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