@inproceedings{jiang_data-driven_2018,
title = {Data-driven Thermal Model Inference with {ARMAX}, in Smart Environments, based on Normalized Mutual Information},
author = {Zhanhong Jiang and Jonathan Francis and Anit Kumar Sahu and Sirajum Munir and Charles Shelton and Anthony Rowe and Mario Berges},
booktitle = {American Control Conference {(ACC)}, 2018},
year = {2018},
organization = {IEEE}
}
@inproceedings{lange_variational_2018,
title = {Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation},
author = {Henning Lange and Mario Berges},
location = {New Orleans, Louisiana, USA},
publisher = {AAAI Press},
booktitle = {AAAI'18: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence},
year = {2018}
}
@inproceedings{tari_predicting_2017,
title = {Predicting Leaks in Natural Gas Distribution Networks Using Generalized Linear Models},
author = {Tari, Yasamin H. and Akinci, Burcu and Berges, Mario and Pozzi, Matteo},
booktitle = {ASCE International Workshop on Computing in Civil Engineering 2017},
year = {2017},
organization = {ASCE},
doi = {10.1061/9780784480823.041},
url = {http://ascelibrary.org/doi/abs/10.1061/9780784480823.041},
eprint = {http://ascelibrary.org/doi/pdf/10.1061/9780784480823.041}
}
@inproceedings{munir_real_2017,
title = {Real-Time Fine Grained Occupancy Estimation using Depth Sensors on ARM Embedded Platforms},
author = {Munir, Sirajum and Arora, Ripudaman Singh and Hesling, Craig and Li, Juncheng and Francis, Jonathan and Shelton, Charles and Martin, Christopher and Rowe, Anthony and Berges, Mario},
booktitle = {Real-Time and Embedded Technology and Applications Symposium (RTAS), 2017 IEEE},
pages = {295--306},
year = {2017},
organization = {IEEE},
url = {https://www.cs.virginia.edu/~sm7hr/docs/FORK-RTAS-CAMERA-READY.pdf},
doi = {10.1109/RTAS.2017.8}
}
@inproceedings{kang_forecasting_2017,
title = {Forecasting Airport Building Electricity Demand Based on Flight Schedule Information for Demand Response Applications},
author = {Kang, Minkyung and Berg{\'e}s, Mario and Akinci, Burcu},
booktitle = {Transportation Research Board 96th Annual Meeting Compendium of Papers},
year = {2017}
}
@inproceedings{balaji_portable_2016,
title = {Portable Queries Using the Brick Schema for Building Applications: Demo Abstract},
author = {Balaji, Bharathan and Bhattacharya, Arka and Fierro, Gabriel and Gao, Jingkun and Gluck, Joshua and Hong, Dezhi and Johansen, Aslak and Koh, Jason and Ploennigs, Joern and Agarwal, Yuvraj and Berges, Mario and Culler, David and Gupta, Rajesh and Kj{\ae}rgaard, Mikkel Baun and Srivastava, Mani and Whitehouse, Kamin},
address = {New York, NY, USA},
series = {{BuildSys} '16},
booktitle = {Proceedings of the 3rd {ACM} {International} {Conference} on {Systems} for {Energy}-{Efficient} {Built} {Environments}},
publisher = {ACM},
pages = {219--220},
year = {2016}
}
@inproceedings{balaji_brick_2016,
title = {Brick: Towards a unified metadata schema for buildings},
author = {Balaji, Bharathan and Bhattacharya, Arka and Fierro, Gabriel and Gao, Jingkun and Gluck, Joshua and Hong, Dezhi and Johansen, Aslak and Koh, Jason and Ploennigs, Joern and Agarwal, Yuvraj and Berges, Mario and Culler, David and Gupta, Rajesh and Kj{\ae}rgaard, Mikkel Baun and Srivastava, Mani and Whitehouse, Kamin},
address = {New York, NY, USA},
series = {{BuildSys} '16},
booktitle = {Proceedings of the 3rd {ACM} {International} {Conference} on {Systems} for {Energy}-{Efficient} {Built} {Environments}},
publisher = {ACM},
year = {2016}
}
@inproceedings{lange_bolt_2016,
address = {New York, NY, USA},
series = {{BuildSys} '16},
title = {{BOLT}: Energy Disaggregation by Online Binary Matrix Factorization of Current Waveforms},
isbn = {978-1-4503-4264-3},
pages = {11--20},
booktitle = {Proceedings of the 3rd {ACM} {International} {Conference} on {Systems} for {Energy}-{Efficient} {Built} {Environments}},
publisher = {ACM},
author = {Lange, Henning and Berges, Mario},
year = {2016}
}
@inproceedings{malings_optimal_2016,
address = {Seoul, Republic of Korea},
title = {Optimal Sensor Placement for Urban Heat Risk Response},
url = {https://faculty.ce.cmu.edu/pozzi/files/2015/09/PSAM13_Paper_Draft_Submission.pdf},
author = {Malings, Carl and Pozzi, Matteo and Klima, Kelly and Bou-Zeid, Elie and Ramamurthy, Prathap and Berges, Mario},
booktitle = {13th International Conference on Probabilistic Safety Assessment and Management (PSAM 13). Seoul, Republic of Korea},
year = {2016}
}
@inproceedings{lange_nerual_2016,
address = {Vancouver, Canada},
title = {The {Nerual} {Energy} {Decoder}: {Energy} {Disaggregation} by {Combining} {Binary} {Subcomponents}},
url = {http://nilmworkshop.org/2016/proceedings/Paper_ID19.pdf},
booktitle = {3rd {International} {Workshop} on {Non}-{Intrusive} {Load} {Monitoring}},
author = {Lange, Henning and Berges, Mario},
month = may,
year = {2016}
}
@inproceedings{gong_ultrasonic_2016,
title = {Ultrasonic guided wave detection of scatterers on large clad steel plates},
volume = {9803},
url = {http://dx.doi.org/10.1117/12.2214393},
doi = {10.1117/12.2214393},
urldate = {2016-04-23},
author = {Gong, Peng and Harley, Joel B. and Berges, Mario and Junker, Warren R. and Greve, David W. and Oppenheim, Irving J.},
year = {2016},
pages = {98033O--98033O--9}
}
@inproceedings{lange_efficient_2016,
address = {Phoenix, Arizona, USA},
title = {Efficient {Inference} in {Dual}-emission {FHMM} for {Energy} {Disaggregation}},
author = {Lange, Henning and Berges, Mario},
booktitle = {Workshops at the Thirtieth AAAI Conference on Artificial Intelligence},
month = feb,
year = {2016}
}
@inproceedings{kang_electric_2016,
address = {San Juan, Puerto Rico},
title = {Electric load prediction baseline for airport buildings: {A} case study},
booktitle = {Proceedings of the 2016 {Construction} {Research} {Congress}},
author = {Kang, Minkyung and Berges, Mario and Akinci, Burcu},
month = jun,
year = {2016}
}
@inproceedings{gao_data-driven_2015,
address = {New York, NY, USA},
series = {{BuildSys} '15},
title = {A {Data}-driven {Meta}-data {Inference} {Framework} for {Building} {Automation} {Systems}},
isbn = {978-1-4503-3981-0},
url = {http://doi.acm.org/10.1145/2821650.2821670},
doi = {10.1145/2821650.2821670},
urldate = {2016-02-21},
booktitle = {Proceedings of the 2Nd {ACM} {International} {Conference} on {Embedded} {Systems} for {Energy}-{Efficient} {Built} {Environments}},
publisher = {ACM},
author = {Gao, Jingkun and Ploennigs, Joern and Berges, Mario},
year = {2015},
pages = {23--32}
}
@inproceedings{anderson_non-intrusive_2015,
address = {Orlando, Florida, USA},
title = {Non-{Intrusive} {Load} {Monitoring}: {A} {Power} {Consumption} {Based} {Relaxation}},
publisher = {IEEE},
author = {Anderson, Kyle and Berges, Mario and Moura, José M. F.},
month = dec,
year = {2015}
}
@inproceedings{giri_virtual_2015,
address = {Orlando, Florida, USA},
title = {Virtual metering of electrical appliances through analysis of data from contactless sensing},
publisher = {IEEE},
author = {Giri, Suman and Berges, Mario},
month = dec,
year = {2015}
}
@inproceedings{gao_feasibility_2015,
address = {Orlando, Florida, USA},
title = {A feasibility study of automated plug-load identification from high-frequency measurements},
publisher = {IEEE},
author = {Gao, Jingkun and Kara, Emre Can and Giri, Suman and Berges, Mario},
month = dec,
year = {2015}
}
@inproceedings{lei_assessment_2015,
address = {Eindhoven, The Netherlands},
title = {Assessment of {Industry} {Foundation} {Classes} ({IFC}) in {Supporting} {Building} {Energy} {Benchmarking}},
booktitle = {Proceedings of the 32nd {CIB} {W}78 {Conference} 2015},
author = {Lei, Xuechen and Kang, Minkyung and Berges, Mario and Akinci, Burcu},
month = oct,
year = {2015}
}
@inproceedings{eybpoosh_effects_2015,
title = {Effects of damage location and size on sparse representation of guided-waves for damage diagnosis of pipelines under varying temperature},
volume = {9437},
url = {http://dx.doi.org/10.1117/12.2084439},
doi = {10.1117/12.2084439},
urldate = {2015-05-06},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
year = {2015},
pages = {94371X--94371X--9}
}
@inproceedings{eybpoosh_nonlinear_2015,
title = {Nonlinear feature extraction methods for removing temperature effects in multi-mode guided-waves in pipes},
volume = {9437},
url = {http://dx.doi.org/10.1117/12.2084436},
doi = {10.1117/12.2084436},
urldate = {2015-05-06},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
year = {2015},
pages = {94371W--94371W--16}
}
@inproceedings{eybpoosh_temperature_2015,
title = {Temperature variation effects on sparse representation of guided-waves for damage diagnosis in pipelines},
volume = {9437},
url = {http://dx.doi.org/10.1117/12.2084434},
doi = {10.1117/12.2084434},
urldate = {2015-05-06},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
year = {2015},
pages = {94371N--94371N--11}
}
@inproceedings{gao_plaid_2014,
title = {PLAID: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract},
author = {Gao, Jingkun and Giri, Suman and Kara, Emre Can and Berges, Mario},
booktitle = {Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings},
pages = {198--199},
year = {2014},
organization = {ACM}
}
@inproceedings{koc_comparison_2014,
title = {Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings},
author = {Koc, Merthan and Akinci, Burcu and Berges, Mario},
booktitle = {Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings},
pages = {152--155},
year = {2014},
organization = {ACM}
}
@inproceedings{palmer_mortar_2014,
title = {Mortar.io: a concrete building automation system: demo abstract},
author = {Palmer, Christopher and Lazik, Patrick and Buevich, Maxim and Gao, Jingkun and Berges, Mario and Rowe, Anthony and Pereira, Ricardo Lopes and Martin, Christopher},
booktitle = {Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings},
pages = {204--205},
year = {2014},
organization = {ACM}
}
@inproceedings{pereira_surf_2014,
title = {SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets},
author = {Pereira, Lucas and Nunes, Nuno and Berg{\'e}s, Mario},
booktitle = {Proceedings of the 5th international conference on Future energy systems},
pages = {225--226},
year = {2014},
organization = {ACM},
url = {https://pdfs.semanticscholar.org/7be5/fa1203b97ed0549ac5fe93bc25e64215a181.pdf},
doi = {10.1145/2602044.2602078}
}
@inproceedings{anderson_unsupervised_2014,
title = {Unsupervised approximate power trace decomposition algorithm},
author = {Anderson, Kyle and Moura, Jose MF and Berges, Mario},
booktitle = {Proceedings of the 2nd International Workshop on Non-Intrusive Load Monitoring},
pages = {5--8},
year = {2014}
}
@inproceedings{liu_robust_2014,
title = {A robust baseline removal method for guided wave damage localization},
author = {Liu, Chang and Harley, Joel B and Berges, Mario and Greve, David W and Junker, Warren R and Oppenheim, Irving J},
booktitle = {SPIE Smart Structures and Materials+ Nondestructive Evaluation and Health Monitoring},
pages = {90611K--90611K},
year = {2014},
organization = {International Society for Optics and Photonics}
}
@inproceedings{jung_anomaly_2014,
address = {Orlando, Florida, {USA}},
title = {Anomaly Detection on Piezometer Data Collected from Embankment Dams Using Physical Model-Based Simulation},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
publisher = {{ASCE}},
author = {Jung, In-Soo and Berges, Mario and Garrett Jr., James H.},
month = jun,
pages = {1771--1778},
year = {2014}
}
@inproceedings{gomez_rivera_lessons_2014,
address = {Orlando, Florida, {USA}},
title = {Lessons Learned from Monitoring Electricity Consumption in a Research Lab Through a Capstone Project Course},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
publisher = {{ASCE}},
author = {Gomez Rivera, Alejando and Guindon, Sergio and Pianka, Timothy and Patel, Neil and Kasireddy, Varun and Li, Enze and Li, Jungcheng and Ergan, Semiha and Berges, Mario},
month = jun,
year = {2014}
}
@inproceedings{eybpoosh_investigation_2014,
address = {Orlando, Florida, {USA}},
title = {Investigation on the effects of environmental and operational conditions (EOC) on diffuse-field ultrasonic guided-waves in pipes},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
author = {Eybpoosh, Matineh and Berges, Mario and Noh, Hae Young},
month = jun,
year = {2014}
}
@inproceedings{gomez_exploratory_2014,
address = {Orlando, Florida, {USA}},
title = {Exploratory Study Towards Streamlining the Identification of Sensor Locations Within a Facility},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
publisher = {ASCE},
author = {Gomez, Alejando and Berges, Mario and Akinci, Burcu},
month = jun,
year = {2014},
pages = {1820--1827}
}
@inproceedings{jazizadeh_unsupervised_2014a,
address = {Orlando, Florida, USA},
title = {Unsupervised Clustering of Residential Electricity Consumption Measurements for Facilitated User-Centric Non-Intrusive Load Monitoring},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
author = {Jazizadeh, Farrokh and Becerik-Gerber, Burcin and Berges, Mario and Soibelman, Lucio},
month = jun,
pages = {1869--1876},
year = {2014}
}
@inproceedings{kara_modeling_2014,
address = {Orlando, Florida, {USA}},
title = {Modeling Thermostatically Controlled Loads to Engage Households in the Smart Grid: Lessons Learned from Residential Refrigeration Units},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
publisher = {{ASCE}},
author = {Kara, Emre Can and Berges, Mario and Hug, Gabriela},
month = jun,
pages = {2032--2039},
year = {2014}
}
@inproceedings{mora_information_2014,
address = {Orlando, Florida, {USA}},
title = {Information Exchange Requirements to Support Commissioning of {HVAC} and Building Envelope Components During an Energy Retrofit Project - A Comparative Case Study},
booktitle = {Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering (ICCCBE)},
publisher = {{ASCE}},
author = {Mora, Miguel and Akinci,, Burcu and Berges, Mario},
month = jun,
pages = {1481--1488},
year = {2014}
}
@inproceedings{ong_exploring_2013,
author = {Ong, Leneve and Berges, Mario and Noh, Hae Young},
title = {Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization},
booktitle = {Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings},
series = {BuildSys'13},
year = {2013},
isbn = {978-1-4503-2431-1},
location = {Roma, Italy},
pages = {25:1--25:2},
articleno = {25},
numpages = {2},
url = {http://doi.acm.org/10.1145/2528282.2528308},
doi = {10.1145/2528282.2528308},
acmid = {2528308},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{kara_moving_2013,
author = {Kara, Emre Can and Kolter, Zico and Berges, Mario and Krogh, Bruce and Hug, Gabriela and Yuksel, T.},
title = {A Moving Horizon State Estimator in the Control of Thermostatically Controlled Loads for Demand Response},
booktitle = {Proceedings of the 4th International Conference on Smart Grid Communications {(SmartGridComm)}},
publisher = {{IEEE}},
month = sep,
year = {2013}
}
@inproceedings{giri_towards_2013a,
address = {Vienna, Austria},
title = {Towards automatic classification of appliances: Tackling cross talk in {EMF} sensors using blind source separation techniques},
booktitle = {Proceedings of the 2013 International {EG-ICE} Workshop on Intelligent Computing},
author = {Giri, Suman and Berges, Mario},
month = jul,
year = {2013}
}
@inproceedings{giri_novel_2013,
address = {Montreal, Canada},
title = {Novel Techniques For {ON} and {OFF} states detection of appliances for Power Estimation in Non-Intrusive Load Monitoring},
booktitle = {Proceedings of the The 30th International Symposium on Automation and Robotics in Construction and Mining (ISARC)},
author = {Giri, Suman and Lai, Po-Hsian and Berges, Mario},
month = aug,
year = {2013}
}
@inproceedings{jung_towards_2013,
address = {Seattle, {WA}},
title = {Towards Dam Information Modeling: Best Practices Learned From the {AEC/FM} Domain},
booktitle = {Proceedings of the 2013 International Commission on Large Dams (ICOLD)},
author = {Jung, In-Soo and Fraizer, Jennifer and Akinci, Burcu and Berges, Mario and Ergan,, Semiha and Garrett, James H. and Kelly, Christopher},
month = aug,
year = {2013}
}
@inproceedings{liu_identifying_2013,
address = {Palo Alto, California},
title = {Identifying Pipe Degradation In a Highly Dynamic Environment Using Singular Value Decomposition},
volume = {1},
isbn = {978-1-60595-115-7},
booktitle = {Proceedings of the Ninth International Workshop on Structural Health Monitoring},
author = {Liu, Chang and Harley, Joel B. and Greve, David and Berges, Mario and Oppenheim, Irving},
month = sep,
year = {2013},
pages = {815--822}
}
@inproceedings{liu_ultrasonic_2013,
address = {Pittsburgh, {PA}},
title = {Ultrasonic Monitoring of a Pressurized Pipe in Operation},
booktitle = {Proceedings of the 2013 {ASCE} Structures Congress},
publisher = {{ASCE}},
author = {Liu, Chang and Harley, Joel B. and Ying, Yujie and Altschul, Martin H. and Berges, Mario and Greve, David and Moura, José M. F. and Oppenheim, Irving and Soibelman, Lucio},
month = apr,
year = {2013}
}
@inproceedings{liu_singular_2013,
address = {San Diego, California, United States},
title = {Singular value decomposition for novelty detection in ultrasonic pipe monitoring},
volume = {8692-58},
booktitle = {Proceedings of the 2013 {SPIE} Smart {Structures/NDE} Conference},
author = {Liu, Chang and Harley, Joel B. and Ying, Yujie and Berges, Mario and Garrett, James H. and Greve, David and Oppenheim, Irving},
month = feb,
year = {2013}
}
@inproceedings{jung_interpreting_2013,
address = {Los Angeles, California {USA}},
title = {Interpreting the Dynamics of Embankment Dams through a Time-Series Analysis of Multiple Piezometer Data Using a Non-Parametric Spectral Estimation Method},
booktitle = {Proceedings of the 2013 {ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Jung, In-Soo and Berges, Mario and Garrett, James H. and Kelly, Christopher},
month = jun,
year = {2013}
}
@inproceedings{kara_demand_2013,
address = {Los Angeles, California {USA}},
title = {Demand Response in Buildings: Engaging Thermostatically Controlled Loads in the Power Grid},
booktitle = {Proceedings of the 2013 {ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Kara, Emre Can and Berges, Mario},
month = jun,
year = {2013}
}
@inproceedings{rajagopal_demo_2013,
address = {Philadelphia, {PA}},
title = {Demo Abstract: A Magnetic Field-based Appliance Metering System},
booktitle = {Proceedings of the 12th {ACM/IEEE} International Conference on Information Processing in Sensor Networks},
publisher = {{ACM/IEEE}},
author = {Rajagopal, Niranjini and Rowe, Anthony and Giri, Suman and Berges, Mario},
month = apr,
year = {2013}
}
@inproceedings{rajagopal_magnetic_2013,
address = {Philadelphia, PA},
title = {A Magnetic Field-based Appliance Metering System},
booktitle = {{ACM/IEEE} Third International Conference on Cyber-Physical Systems},
author = {Rajagopal, Niranjini and Giri, Suman and Rowe, Anthony and Berges, Mario},
month = apr,
year = {2013}
}
@inproceedings{jazizadeh_towards_2013,
address = {Vienna, Austria},
title = {Towards Passive Training for Non-Intrusive Load Monitoring},
booktitle = {Proceedings of the 2013 International {EG-ICE} Workshop on Intelligent Computing},
author = {Jazizadeh, Farrokh and Becerik-Gerber, Burcin and Soibelman, Lucio and Berges, Mario},
month = jul,
year = {2013}
}
@inproceedings{liu_integrated_2012,
series = {{BuildSys} '12},
title = {An Integrated Performance Analysis Framework for {HVAC} Systems Using Heterogeneous Data Models and Building Automation Systems},
address = {Toronto, Canada},
booktitle = {Proceedings of the 4th {ACM} Workshop on Embedded Systems for Energy-Efficiency in Building},
publisher = {{ACM}},
author = {Liu, Xuesong and Akinci, Burcu and Berges, Mario and Garrett, James H.},
year = {2012},
pages = {145--152}
}
@inproceedings{liu_ultrasonic_2012,
address = {Denver, {CO}, {USA}},
title = {Ultrasonic Scatterer Detetion in a Pipe Under Operating Conditions Using Singular Value Decomposition},
booktitle = {39th Annual Review of Progress in Quantitative Nondestructive Evaluation},
author = {Liu, Chang and Harley, Joel B. and {O’Donoughue}, Nicholas and Ying, Yujie and Berges, Mario and Altschul, Martin H. and Garrett, James H. and Greve, David and Moura, José M. F. and Oppenheim, Irving and Soibelman, Lucio},
month = jul,
year = {2012}
}
@inproceedings{pereira_design_2012,
address = {Copenhagen, Denmark},
title = {The Design of a Hardware-software Platform for Long-term Energy Eco-feedback Research},
booktitle = {Proceedings of the 4th {ACM} {SIGCHI} Symposium on Engineering Interactive Computing Systems {(EICS)}},
publisher = {{ACM}},
author = {Pereira, Lucas and Quintal, Filipe and Nunes, Nuno J. and Berges, Mario},
month = jun,
year = {2012},
doi = {10.1145/2305484.2305521}
}
@inproceedings{giri_study_2012,
address = {Herrsching, Germany},
title = {A study on the feasibility of automated data labeling and training using an {EMF} sensor in {NILM} platforms},
booktitle = {Proceedings of the 2012 International {EG-ICE} Workshop on Intelligent Computing},
author = {Giri, Suman and Berges, Mario},
month = jul,
year = {2012}
}
@inproceedings{liu_requirements_2012,
address = {Moscow, Russia},
title = {Requirements for A Formal Approach to Represent Information Exchange Requirements of a Self-managing Framework for {HVAC} Systems},
booktitle = {Proceedings of the 2012 International Conference on Computing in Civil and Building Engineering},
author = {Liu, Xuesong and Akinci, Burcu and Garrett, James H. and Berges, Mario},
month = jul,
year = {2012}
}
@inproceedings{anderson_blued:_2012,
address = {Beijing, China},
title = {{BLUED:} A Fully Labeled Public Dataset for {Event-Based} {Non-Intrusive} Load Monitoring Research},
booktitle = {Proceedings of the 2nd {KDD} Workshop on Data Mining Applications in Sustainability {(SustKDD)}},
author = {Anderson, Kyle and Ocneanu, Adrian and Benitez, Diego and Carlson, Derrick and Rowe, Anthony and Berges, Mario},
month = aug,
year = {2012}
}
@inproceedings{anderson_event_2012,
address = {Montreal, Canada},
title = {Event Detection for Non Intrusive Load Monitoring},
booktitle = {Proceedings of the 38th Annual Conference on {IEEE} Industrial Electronics Society {(IECON)}},
publisher = {{IEEE}},
author = {Anderson, Kyle and Berges, Mario and Ocneanu, Adrian and Benitez, Diego and Moura, José M. F.},
month = nov,
year = {2012}
}
@inproceedings{kara_using_2012,
address = {Tainan City, Taiwan},
title = {Using Smart Devices for System-level Management and Control in the Smart Grid: A Reinforcement Learning Framework},
booktitle = {Proceedings of the 3rd International Conference on Smart Grid Communications {(SmartGridComm)}},
publisher = {{IEEE}},
author = {Kara, Emre Can and Berges, Mario and Krogh,, Bruce H. and Kar, Soummya},
month = nov,
year = {2012}
}
@inproceedings{carlson_how_2012,
title = {How Many Appliances does it take to…?},
booktitle = {1st International Workshop on {Non-Intrusive} Load Monitoring},
author = {Carlson, Derrick R. and Berges, Mario and Matthews, H. Scott},
year = {2012},
url = {http://www.ices.cmu.edu/psii/nilm/abstracts/carlson_CMU_NILM2012_abstract.pdf}
}
@inproceedings{eybpoosh_taxonomy_2012,
address = {Clearwater Beach, {FL}},
title = {A Taxonomy for Depicting Geospatial Deviations of Facilities Extracted through Comparisons between Point Clouds and Building Information Models},
booktitle = {{ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Eybpoosh, Matineh and Akinci, Burcu and Berges, Mario},
year = {2012},
doi = {10.1061/9780784412343.0062}
}
@inproceedings{liu_exploration_2012,
address = {Clearwater Beach, {FL}},
title = {Exploration and Comparison of Approaches for Integrating Heterogeneous Information Sources to Support Performance Analysis of {HVAC} Systems},
booktitle = {{ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Liu, Xuesong and Akinci, Burcu and Berges, Mario and Garrett Jr, James H.},
year = {2012}
}
@inproceedings{eybpoosh_effects_2012,
address = {West Lafayette, {IN}},
title = {Effects of Planning and Data Collection Approaches on the Quality of Processed Laser Scanned Data: Lessons Learned},
booktitle = {Construction Research Congress},
author = {Eybpoosh, Matineh and Akinci, Burcu and Berges, Mario},
year = {2012},
url = {http://rebar.ecn.purdue.edu/crc2012/papers/pdfs/-247.pdf}
}
@inproceedings{liu_requirements_2011-1,
address = {France},
title = {Requirements and Development of a Computerized Approach for Analyzing Functional Relationships Among {HVAC} Components Using Building Information Models},
booktitle = {{CIB} W078 - W102},
author = {Liu, Xuesong and Akinci, Burcu and Garrett Jr, James H. and Berges, Mario},
year = {2011}
}
@inproceedings{berges_poster_2011,
address = {Seattle, {WA}},
series = {{BuildSys} '11},
title = {Poster Abstract: Appliance Classification and Energy Management Using {Multi-Modal} Sensing},
location = {Seattle, {WA}},
booktitle = {Proceedings of the 3rd {ACM} Workshop on Embedded Sensing Systems for {Energy-Efficiency} in Building},
publisher = {{ACM}},
author = {Berges, Mario and Rowe, Anthony},
year = {2011}
}
@inproceedings{jin_time-frequency_2011,
address = {Orlando, Florida, {USA}},
title = {A time-frequency approach for event detection in non-intrusive load monitoring},
booktitle = {Proceedings of the Signal Processing, Sensor Fusion, and Target Recognition XX},
doi = {10.1117/12.884385},
author = {Jin, Yuanwei and Tebekaemi, Eniye and Berges, Mario and Soibelman, Lucio},
year = {2011},
pages = {80501U--80501U-13},
url = {http://spie.org/x648.html?product_id=884385}
}
@inproceedings{nunes_deploying_2011,
address = {Colombus, {OH}},
title = {Deploying and evaluating the effectiveness of energy eco-feedback through a low-cost {NILM} solution},
booktitle = {Proceedings of the 6th International Conference on Persuasive Technology},
author = {Nunes, {N.J.} and Pereira, L. and Quintal, F. and Berges, Mario},
month = jun,
year = {2011}
}
@inproceedings{berges_towards_2011,
address = {Enschede, The Netherlands},
title = {Towards Automated Detection and State Tracking of Artificial Light Sources From Sequential Pictures Inside Buildings},
booktitle = {International Workshop on Intelligent Computing in Engineering},
author = {Berges, Mario and Kara, Emre Can and Goldman, Ethan and Rowe, Anthony},
month = jul,
year = {2011},
url = {http://ctwbisql1.ctw.utwente.nl/~hartmannt/Proceedings/Papers%20in%20pdf/59.pdf}
}
@inproceedings{goncalves_unsupervised_2011,
title = {Unsupervised disaggregation of appliances using aggregated consumption data},
author = {Goncalves, Hugo and Ocneanu, Adrian and Berges, Mario},
booktitle = {1st KDD Workshop on Data Mining Applications in Sustainability (SustKDD)},
month = aug,
year = {2011},
url = {http://users.cis.fiu.edu/~lzhen001/activities/KDD2011Program/workshops/WKS10/doc/SustKDD2.pdf}
}
@inproceedings{liu_requirements_2011,
address = {Miami, {FL}},
title = {Requirements for an Integrated Framework of {Self-Managing} {HVAC} Systems},
booktitle = {{ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Liu, X. and Akinci, B. and Garrett Jr, {J.H.} and Berges, Mario},
year = {2011},
url = {http://link.aip.org/link/?ASC/416/99}
}
@inproceedings{jin_robust_2011,
author = {Jin, Yuanwei and Tebekaemi, Eniye and Berges, Mario and Soibelman, Lucio},
title = {Robust adaptive event detection in non-intrusive load monitoring for energy aware smart facilities},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech and Signal Processing {(ICASSP)}},
month = may,
year = {2011},
pages = {4340 --4343}
}
@inproceedings{berges_leveraging_2010,
address = {Nottingham, {UK}},
title = {Leveraging Data From Environmental Sensors to Enhance Electrical Load Disaggregation Algorithms},
booktitle = {Proceedings of the 13th International Conference on Computing in Civil and Building Engineering},
author = {Berges, Mario and Soibelman, Lucio and Matthews, H. Scott},
month = jun,
year = {2010},
url = {http://www.marioberges.com/pubs/2010_berges_icccbe.pdf}
}
@inproceedings{rowe_contactless_2010,
address = {New York, {NY}, {USA}},
series = {{BuildSys} '10},
title = {Contactless sensing of appliance state transitions through variations in electromagnetic fields},
isbn = {978-1-4503-0458-0},
location = {Zurich, Switzerland},
doi = {10.1145/1878431.1878437},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Embedded Sensing Systems for {Energy-Efficiency} in Building},
publisher = {{ACM}},
author = {Rowe, Anthony and Berges, Mario and Rajkumar, Raj},
year = {2010},
note = {{ACM} {ID:} 1878437},
pages = {19–24},
url = {http://portal.acm.org/ft_gateway.cfm?id=1878437&type=pdf&CFID=113140478&CFTOKEN=39123283}
}
@inproceedings{quintal_sinais:_2010,
address = {New York, {NY}, {USA}},
series = {{DIS} '10},
title = {{SINAIS:} home consumption package: a low-cost eco-feedback energy-monitoring research platform},
isbn = {978-1-4503-0103-9},
location = {Aarhus, Denmark},
shorttitle = {{SINAIS}},
doi = {10.1145/1858171.1858252},
booktitle = {Proceedings of the 8th {ACM} Conference on Designing Interactive Systems},
publisher = {{ACM}},
author = {Quintal, Filipe and Nunes, Nuno J and Ocneanu, Adrian and Berges, Mario},
year = {2010},
note = {{ACM} {ID:} 1858252},
pages = {419–421},
url = {http://portal.acm.org/ft_gateway.cfm?id=1858252&type=pdf&CFID=113140478&CFTOKEN=39123283}
}
@inproceedings{berges_system_2010,
title = {A system for disaggregating residential electricity consumption by appliance},
doi = {10.1109/ISSST.2010.5507758},
booktitle = {Sustainable Systems and Technology {(ISSST)}, 2010 {IEEE} International Symposium on},
author = {Berges, Mario and Matthews, H. Scott and Soibelman, Lucio},
year = {2010},
pages = {1},
url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5507758}
}
@inproceedings{berges_building_2010,
address = {State College, {PA}},
title = {Building Commissioning as an Opportunity for Training {Non-Intrusive} Load Monitoring Algorithms},
booktitle = {Proceedings of the 6th International Conference on Innovation in Architecture, Engineering and Construction {(AEC)}},
author = {Berges, Mario and Soibelman, Lucio and Matthews, H. Scott},
month = jul,
year = {2010},
url = {http://www.marioberges.com/pubs/2010_berges_iaec.pdf}
}
@inproceedings{berges_evaluating_2010,
address = {Banff, Alberta, Canada},
title = {Evaluating the Electric Consumption of Residential Buildings: Current Practices and Future Prospects},
shorttitle = {Evaluating the Electric Consumption of Residential Buildings},
doi = {10.1061/41109(373)8},
booktitle = {Proceedings of the 2010 Construction Research Congress},
author = {Berges, Mario and Soibelman, Lucio and Matthews, H. Scott and Goldman, Ethan},
year = {2010},
pages = {8--8},
url = {http://dx.doi.org/10.1061/41109(373)8}
}
@inproceedings{berges_learning_2009,
address = {Austin, Texas, {USA}},
title = {Learning systems for electric consumption of buildings},
booktitle = {{ASCE} International Workshop on Computing in Civil Engineering},
publisher = {{ASCE}},
author = {Berges, Mario and Goldman, Ethan and Matthews, H. Scott and Soibelman, Lucio},
year = {2009},
url = {http://www.marioberges.com/pubs/2009_berges_asce.pdf}
}
@inproceedings{matthews_automatically_2008,
title = {Automatically disaggregating the total electrical load in residential buildings: a profile of the required solution},
booktitle = {International Workshop on Intelligent Computing in Engineering},
author = {Matthews, H. Scott and Soibelman, Lucio and Berges, Mario and Goldman, Ethan},
year = {2008},
pages = {381–389},
url = {http://www.marioberges.com/pubs/2008_matthews_eg-ice.pdf}
}
@inproceedings{rowe_demo_2009,
title = {Demo abstract: The Sensor Andrew infrastructure for large-scale campus-wide sensing and actuation},
shorttitle = {Demo abstract},
booktitle = {Information Processing in Sensor Networks, 2009. {IPSN} 2009. International Conference on},
author = {Rowe, Anthony and Berges, Mario and Bhatia, Gaurav and Goldman, Ethan and Rajkumar, R. and Soibelman, L.},
month = apr,
year = {2009},
pages = {415 --416},
url = {http://www.marioberges.com/pubs/2009_rowe_ipsn.pdf}
}
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