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Ram Rajagopal, Ph.D. - Publications

Affiliations: 
Civil and Environmental Engineering Stanford University, Palo Alto, CA 
 2009 Electrical Engineering & Computer Sciences University of California, Berkeley, Berkeley, CA, United States 
Area:
Communications & Networking (COMNET); Control, Intelligent Systems, and Robotics (CIR); Energy (ENE); Control; Networks; Power systems; Transportation
Website:
https://profiles.stanford.edu/ram-rajagopal
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94 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wang Z, Majumdar A, Rajagopal R. Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data. Nature Communications. 14: 5006. PMID 37591846 DOI: 10.1038/s41467-023-39647-3  0.703
2021 Goldin A, Buechler E, Rajagopal R, Rivas-Davila J. Time and voltage domain load models for appliance-level grid edge simulation and control Electric Power Systems Research. 190: 106750. DOI: 10.1016/J.Epsr.2020.106750  0.335
2020 Bajwa R, Coleri E, Rajagopal R, Varaiya P, Flores C. Pavement performance assessment using a cost‐effective wireless accelerometer system Computer-Aided Civil and Infrastructure Engineering. 35: 1009-1022. DOI: 10.1111/Mice.12544  0.693
2020 Ji Y, Buechler E, Rajagopal R. Data-Driven Load Modeling and Forecasting of Residential Appliances Ieee Transactions On Smart Grid. 11: 2652-2661. DOI: 10.1109/Tsg.2019.2959770  0.359
2020 Weng Y, Rajagopal R, Zhang B. A Geometric Analysis of Power System Loadability Regions Ieee Transactions On Smart Grid. 11: 3580-3592. DOI: 10.1109/Tsg.2019.2933629  0.335
2020 Chen X, Navidi T, Rajagopal R. Energy resource control via privacy preserving data Electric Power Systems Research. 189: 106719. DOI: 10.1016/J.Epsr.2020.106719  0.365
2020 Stelmach G, Zanocco C, Flora J, Rajagopal R, Boudet HS. Exploring household energy rules and activities during peak demand to better determine potential responsiveness to time-of-use pricing Energy Policy. 144: 111608. DOI: 10.1016/J.Enpol.2020.111608  0.308
2019 Wang J, Qin J, Zhong H, Rajagopal R, Xia Q, Kang C. Reliability Value of Distributed Solar+Storage Systems Amidst Rare Weather Events Ieee Transactions On Smart Grid. 10: 4476-4486. DOI: 10.1109/Tsg.2018.2861227  0.369
2019 Kwac J, Kim JI, Rajagopal R. Efficient Customer Selection Process for Various DR Objectives Ieee Transactions On Smart Grid. 10: 1501-1508. DOI: 10.1109/Tsg.2017.2768520  0.348
2019 Anderson K, Rajagopal R, El Gamal A. Coordination of Distributed Energy Storage Under Spatial and Temporal Data Asymmetry Ieee Transactions On Smart Grid. 10: 1184-1194. DOI: 10.1109/Tsg.2017.2740430  0.349
2019 Yu J, Weng Y, Rajagopal R. PaToPaEM: A Data-Driven Parameter and Topology Joint Estimation Framework for Time-Varying System in Distribution Grids Ieee Transactions On Power Systems. 34: 1682-1692. DOI: 10.1109/Tpwrs.2018.2888619  0.77
2019 Liao Y, Weng Y, Liu G, Rajagopal R. Urban MV and LV Distribution Grid Topology Estimation via Group Lasso Ieee Transactions On Power Systems. 34: 12-27. DOI: 10.1109/Tpwrs.2018.2868877  0.393
2019 Zhang B, Johari R, Rajagopal R. Competition and Efficiency of Coalitions in Cournot Games With Uncertainty Ieee Transactions On Control of Network Systems. 6: 884-896. DOI: 10.1109/Tcns.2018.2880302  0.317
2019 Qin J, Yang I, Rajagopal R. Submodularity of Storage Placement Optimization in Power Networks Ieee Transactions On Automatic Control. 64: 3268-3283. DOI: 10.1109/Tac.2018.2882489  0.373
2019 Wang J, Zhong H, Qin J, Tang W, Rajagopal R, Xia Q, Kang C. Incentive mechanism for sharing distributed energy resources Journal of Modern Power Systems and Clean Energy. 7: 837-850. DOI: 10.1007/S40565-019-0518-5  0.35
2018 Prakash AK, Xu S, Rajagopal R, Noh HY. Robust Building Energy Load Forecasting Using Physically-Based Kernel Models Energies. 11: 862. DOI: 10.3390/En11040862  0.37
2018 Wang J, Zhong H, Tang W, Rajagopal R, Xia Q, Kang C. Tri-Level Expansion Planning for Transmission Networks and Distributed Energy Resources Considering Transmission Cost Allocation Ieee Transactions On Sustainable Energy. 9: 1844-1856. DOI: 10.1109/Tste.2018.2816937  0.371
2018 Wang J, Zhong H, Tan C, Chen X, Rajagopal R, Xia Q, Kang C. Economic Benefits of Integrating Solar-Powered Heat Pumps Into a CHP System Ieee Transactions On Sustainable Energy. 9: 1702-1712. DOI: 10.1109/Tste.2018.2810137  0.349
2018 Yu Y, Liu G, Zhu W, Wang F, Shu B, Zhang K, Astier N, Rajagopal R. Good Consumer or Bad Consumer: Economic Information Revealed From Demand Profiles Ieee Transactions On Smart Grid. 9: 2347-2358. DOI: 10.1109/Tsg.2017.2662684  0.309
2018 Kwac J, Flora J, Rajagopal R. Lifestyle Segmentation Based on Energy Consumption Data Ieee Transactions On Smart Grid. 9: 2409-2418. DOI: 10.1109/Tsg.2016.2611600  0.349
2018 Albert A, Rajagopal R. Finding the Right Consumers for Thermal Demand-Response: An Experimental Evaluation Ieee Transactions On Smart Grid. 9: 564-572. DOI: 10.1109/Tsg.2016.2555985  0.334
2018 Yu J, Weng Y, Rajagopal R. PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids Ieee Transactions On Power Systems. 33: 4335-4347. DOI: 10.1109/Tpwrs.2017.2778194  0.776
2018 Sevlian RA, Zhao Y, Rajagopal R, Goldsmith A, Poor HV. Outage Detection Using Load and Line Flow Measurements in Power Distribution Systems Ieee Transactions On Power Systems. 33: 2053-2069. DOI: 10.1109/Tpwrs.2017.2727979  0.599
2018 Qin J, Rajagopal R, Varaiya P. Flexible Market for Smart Grid: Coordinated Trading of Contingent Contracts Ieee Transactions On Control of Network Systems. 5: 1657-1667. DOI: 10.1109/Tcns.2017.2746347  0.543
2018 Weng Y, Yu J, Rajagopal R. Performance guaranteed state estimation for renewable penetration with improved meters The Journal of Engineering. 2018: 323-331. DOI: 10.1049/Joe.2017.0396  0.775
2018 Yu J, Wang Z, Majumdar A, Rajagopal R. DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States Joule. 2: 2605-2617. DOI: 10.1016/J.Joule.2018.11.021  0.747
2018 Weng Y, Yu J, Rajagopal R. Probabilistic baseline estimation based on load patterns for better residential customer rewards International Journal of Electrical Power & Energy Systems. 100: 508-516. DOI: 10.1016/J.Ijepes.2018.02.049  0.766
2018 Sevlian R, Rajagopal R. A scaling law for short term load forecasting on varying levels of aggregation International Journal of Electrical Power & Energy Systems. 98: 350-361. DOI: 10.1016/J.Ijepes.2017.10.032  0.318
2018 Roth J, Rajagopal R. Benchmarking building energy efficiency using quantile regression Energy. 152: 866-876. DOI: 10.1016/J.Energy.2018.02.108  0.343
2017 Lehr J, Vrettos E, Rajagopal R, Jain R, Everts M. Financial Viability of Residential Photovoltaic and Battery Systems in Californias The Journal of Men's Studies. 7: 16-26. DOI: 10.5539/Jms.V7N4P16  0.372
2017 Huang C, Kairouz P, Chen X, Sankar L, Rajagopal R. Context-Aware Generative Adversarial Privacy Entropy. 19: 656. DOI: 10.3390/E19120656  0.338
2017 Bajwa R, Coleri E, Rajagopal R, Varaiya P, Flores C. Development of a Cost-Effective Wireless Vibration Weigh-In-Motion System to Estimate Axle Weights of Trucks Computer-Aided Civil and Infrastructure Engineering. 32: 443-457. DOI: 10.1111/Mice.12269  0.732
2017 Li P, Zhang B, Weng Y, Rajagopal R. A Sparse Linear Model and Significance Test for Individual Consumption Prediction Ieee Transactions On Power Systems. 32: 4489-4500. DOI: 10.1109/Tpwrs.2017.2679110  0.351
2017 Weng Y, Liao Y, Rajagopal R. Distributed Energy Resources Topology Identification via Graphical Modeling Ieee Transactions On Power Systems. 32: 2682-2694. DOI: 10.1109/Tpwrs.2016.2628876  0.392
2017 Wang J, Zhong H, Tang W, Rajagopal R, Xia Q, Kang C, Wang Y. Optimal bidding strategy for microgrids in joint energy and ancillary service markets considering flexible ramping products Applied Energy. 205: 294-303. DOI: 10.1016/J.Apenergy.2017.07.047  0.347
2016 Chen X, Qian Z(, Rajagopal R, Stiers T, Flores C, Kavaler R, Williams F. Parking Sensing and Information System: Sensors, Deployment, and Evaluation Transportation Research Record: Journal of the Transportation Research Board. 2559: 81-89. DOI: 10.3141/2559-10  0.337
2016 Qin J, Chow Y, Yang J, Rajagopal R. Distributed Online Modified Greedy Algorithm for Networked Storage Operation under Uncertainty Ieee Transactions On Smart Grid. 7: 1106-1118. DOI: 10.1109/Tsg.2015.2422780  0.378
2016 O'Brien G, Rajagopal R. Scheduling Non-Preemptive Deferrable Loads Ieee Transactions On Power Systems. 31: 835-845. DOI: 10.1109/Tpwrs.2015.2402198  0.309
2016 Yang I, Burden SA, Rajagopal R, Sastry SS, Tomlin CJ. Approximation Algorithms for Optimization of Combinatorial Dynamical Systems Ieee Transactions On Automatic Control. 61: 2644-2649. DOI: 10.1109/Tac.2015.2504867  0.317
2016 Tang W, Qin J, Jain R, Rajagopal R. Pricing sequential forward power contracts 2015 Ieee International Conference On Smart Grid Communications, Smartgridcomm 2015. 563-568. DOI: 10.1109/SmartGridComm.2015.7436360  0.419
2015 Tamrazian A, Qian ZS, Rajagopal R. Where is my parking spot?: Online and offline prediction of time-varying parking occupancy Transportation Research Record. 2489: 77-85. DOI: 10.3141/2489-09  0.322
2015 Liao Y, Balafas K, Kiremidjian A, Rajagopal R, Loh CH. Application of acceleration-based damage detection algorithms to experimental data from multi-story steel structures Structural Health Monitoring 2015: System Reliability For Verification and Implementation - Proceedings of the 10th International Workshop On Structural Health Monitoring, Iwshm 2015. 2: 1139-1146. DOI: 10.12783/Shm2015/143  0.326
2015 Liao Y, Balafas K, Rajagopal R, Kiremidjian AS. Sequential damage detection based on the continuous wavelet transform Proceedings of Spie - the International Society For Optical Engineering. 9435. DOI: 10.1117/12.2084495  0.313
2015 Kwac J, Rajagopal R. Data-Driven Targeting of Customers for Demand Response Ieee Transactions On Smart Grid. DOI: 10.1109/Tsg.2015.2480841  0.347
2015 O'Brien G, El Gamal A, Rajagopal R. Shapley Value Estimation for Compensation of Participants in Demand Response Programs Ieee Transactions On Smart Grid. 6: 2837-2844. DOI: 10.1109/Tsg.2015.2402194  0.368
2015 Qin J, Chow Y, Yang J, Rajagopal R. Online Modified Greedy Algorithm for Storage Control Under Uncertainty Ieee Transactions On Power Systems. DOI: 10.1109/Tpwrs.2015.2440355  0.333
2015 Zhang B, Johari R, Rajagopal R. Competition and Coalition Formation of Renewable Power Producers Ieee Transactions On Power Systems. 30: 1624-1632. DOI: 10.1109/Tpwrs.2014.2385869  0.344
2015 Zhao Y, Qin J, Rajagopal R, Goldsmith A, Poor HV. Wind Aggregation Via Risky Power Markets Ieee Transactions On Power Systems. 30: 1571-1581. DOI: 10.1109/Tpwrs.2014.2359671  0.548
2015 Albert A, Rajagopal R. Thermal profiling of residential energy use Ieee Transactions On Power Systems. 30: 602-611. DOI: 10.1109/Tpwrs.2014.2329485  0.329
2015 Qian Z(, Rajagopal R. Optimal dynamic pricing for morning commute parking Transportmetrica a: Transport Science. 11: 291-316. DOI: 10.1080/23249935.2014.986671  0.34
2015 Kavousian A, Rajagopal R, Fischer M. Ranking appliance energy efficiency in households: Utilizing smart meter data and energy efficiency frontiers to estimate and identify the determinants of appliance energy efficiency in residential buildings Energy and Buildings. 99: 220-230. DOI: 10.1016/J.Enbuild.2015.03.052  0.312
2015 Moslehi M, Rajagopal R, de Barros FPJ. Optimal allocation of computational resources in hydrogeological models under uncertainty Advances in Water Resources. 83: 299-309. DOI: 10.1016/J.Advwatres.2015.06.014  0.324
2015 Kwac J, Rajagopal R. Customer Selection Utilizing Big Data Analytics Handbook of Statistics. 33: 89-106. DOI: 10.1016/B978-0-444-63492-4.00004-6  0.332
2015 Mollineaux M, Rajagopal R. Structural health monitoring of progressive damage Earthquake Engineering and Structural Dynamics. 44: 583-600. DOI: 10.1002/Eqe.2562  0.326
2014 Coleri Ergen S, Tetikol HS, Kontik M, Sevlian R, Rajagopal R, Varaiya P. RSSI-fingerprinting-based mobile phone localization with route constraints Ieee Transactions On Vehicular Technology. 63: 423-428. DOI: 10.1109/Tvt.2013.2274646  0.737
2014 Kwac J, Flora J, Rajagopal R. Household energy consumption segmentation using hourly data Ieee Transactions On Smart Grid. 5: 420-430. DOI: 10.1109/Tsg.2013.2278477  0.343
2014 Albert A, Rajagopal R. Cost-of-service segmentation of energy consumers Ieee Transactions On Power Systems. 29: 2795-2803. DOI: 10.1109/Tpwrs.2014.2312721  0.372
2014 Zhang B, Rajagopal R, Tse D. Network risk limiting dispatch: Optimal control and price of uncertainty Ieee Transactions On Automatic Control. 59: 2442-2456. DOI: 10.1109/Tac.2014.2325640  0.346
2014 Liao Y, Mollineaux M, Hsu R, Bartlett R, Singla A, Raja A, Bajwa R, Rajagopal R. SnowFort: An open source wireless sensor network for data analytics in infrastructure and environmental monitoring Ieee Sensors Journal. 14: 4253-4263. DOI: 10.1109/Jsen.2014.2358253  0.712
2014 Golmie N, Smith S, Tong L, Dominguez-Garcia A, Roy S, Misic J, Rajagopal R. Guest editorial for the special series on smart grid communications Ieee Journal On Selected Areas in Communications. 32: 1309-1311. DOI: 10.1109/Jsac.2014.2332011  0.332
2014 Tang W, Jain R, Rajagopal R. Stochastic dynamic pricing: Utilizing demand response in an adaptive manner Proceedings of the Ieee Conference On Decision and Control. 2015: 6446-6451. DOI: 10.1109/CDC.2014.7040400  0.423
2014 Kavousian A, Rajagopal R. Data-driven benchmarking of building energy efficiency utilizing statistical frontier models Journal of Computing in Civil Engineering. 28: 79-88. DOI: 10.1061/(Asce)Cp.1943-5487.0000327  0.378
2014 Qian Z, Rajagopal R. Optimal dynamic parking pricing for morning commute considering expected cruising time Transportation Research Part C: Emerging Technologies. 48: 468-490. DOI: 10.1016/J.Trc.2014.08.020  0.319
2014 Qian Z, Rajagopal R. Optimal occupancy-driven parking pricing under demand uncertainties and traveler heterogeneity: A stochastic control approach Transportation Research Part B: Methodological. 67: 144-165. DOI: 10.1016/J.Trb.2014.03.002  0.365
2013 Bajwa R, Rajagopal R, Coleri E, Varaiya P, Flores C. In-pavement wireless weigh-in-motion Ipsn 2013 - Proceedings of the 12th International Conference On Information Processing in Sensor Networks, Part of Cpsweek 2013. 103-114. DOI: 10.1145/2461381.2461397  0.5
2013 Noh HY, Rajagopal R. Data-driven forecasting algorithms for building energy consumption Proceedings of Spie - the International Society For Optical Engineering. 8692. DOI: 10.1117/12.2009894  0.375
2013 Mollineaux M, Rajagopal R. Sequential detection of progressive damage Proceedings of Spie - the International Society For Optical Engineering. 8692. DOI: 10.1117/12.2009887  0.306
2013 Sevlian R, Rajagopal R. Detection and statistics of wind power ramps Ieee Transactions On Power Systems. 28: 3610-3620. DOI: 10.1109/Tpwrs.2013.2266378  0.333
2013 Albert A, Rajagopal R. Smart meter driven segmentation: What your consumption says about you Ieee Transactions On Power Systems. 28: 4019-4030. DOI: 10.1109/Tpwrs.2013.2266122  0.327
2013 Zhao Y, Sevlian R, Rajagopal R, Goldsmith A, Poor HV. Outage detection in power distribution networks with optimally-deployed power flow sensors Ieee Power and Energy Society General Meeting. DOI: 10.1109/PESMG.2013.6672981  0.515
2013 Zhao Y, Qin J, Rajagopal R, Goldsmith A, Poor HV. Risky power forward contracts for wind aggregation 2013 51st Annual Allerton Conference On Communication, Control, and Computing, Allerton 2013. 54-61. DOI: 10.1109/Allerton.2013.6736505  0.478
2013 Qian Z, Rajagopal R. Data-driven active parking management Computing in Civil Engineering - Proceedings of the 2013 Asce International Workshop On Computing in Civil Engineering. 395-402. DOI: 10.1061/9780784413029.050  0.332
2013 Qian Z(, Rajagopal R. Optimal Parking Pricing in General Networks with Provision of Occupancy Information Procedia - Social and Behavioral Sciences. 80: 779-805. DOI: 10.1016/J.Sbspro.2013.05.042  0.336
2013 Noh H, Rajagopal R, Kiremidjian AS. Sequential structural damage diagnosis algorithm using a change point detection method Journal of Sound and Vibration. 332: 6419-6433. DOI: 10.1016/J.Jsv.2013.07.005  0.348
2013 Rajagopal R, Bitar E, Varaiya P, Wu F. Risk-limiting dispatch for integrating renewable power International Journal of Electrical Power and Energy Systems. 44: 615-628. DOI: 10.1016/J.Ijepes.2012.07.048  0.535
2013 Leube PC, de Barros FPJ, Nowak W, Rajagopal R. Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction Environmental Modelling and Software. 50: 97-107. DOI: 10.1016/J.Envsoft.2013.08.008  0.337
2013 Kavousian A, Rajagopal R, Fischer M. Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants' behavior Energy. 55: 184-194. DOI: 10.1016/J.Energy.2013.03.086  0.329
2013 Rajagopal R, Bajwa R, Coleri E, Flores C, Varaiya P. Sensor network for pavement performance monitoring Computing in Civil Engineering - Proceedings of the 2013 Asce International Workshop On Computing in Civil Engineering. 97-104.  0.531
2012 Noh HY, Rajagopal R, Kiremidjian AS. Damage diagnosis algorithm using a sequential change point detection method with an unknown distribution for damage Proceedings of Spie - the International Society For Optical Engineering. 8345. DOI: 10.1117/12.915409  0.349
2012 Bitar EY, Rajagopal R, Khargonekar PP, Poolla K, Varaiya P. Bringing wind energy to market Ieee Transactions On Power Systems. 27: 1225-1235. DOI: 10.1109/Tpwrs.2012.2183395  0.536
2012 Entriken R, Varaiya P, Wu F, Bialek J, Dent C, Tuohy A, Rajagopal R. Risk limiting dispatch Ieee Power and Energy Society General Meeting. DOI: 10.1109/PESGM.2012.6344589  0.52
2012 Rajagopal R, Bitar E, Wu F, Varaiya P. Risk limiting dispatch of wind power Proceedings of the American Control Conference. 4417-4422.  0.496
2011 Rajagopal R, Wainwright MJ. Network-based consensus averaging with general noisy channels Ieee Transactions On Signal Processing. 59: 373-385. DOI: 10.1109/Tsp.2010.2077282  0.343
2011 Krause A, Rajagopal R, Gupta A, Guestrin C. Simultaneous optimization of sensor placements and balanced schedules Ieee Transactions On Automatic Control. 56: 2390-2405. DOI: 10.1109/Tac.2011.2164010  0.327
2011 Sanchez RO, Flores C, Horowitz R, Rajagopal R, Varaiya P. Arterial travel time estimation based on vehicle re-identification using magnetic sensors: Performance analysis Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 997-1002. DOI: 10.1109/ITSC.2011.6083003  0.51
2011 Sanchez RO, Flores C, Horowitz R, Rajagopal R, Varaiya P. Vehicle re-identification using wireless magnetic sensors: Algorithm revision, modifications and performance analysis Proceedings of 2011 Ieee International Conference On Vehicular Electronics and Safety, Icves 2011. 226-231. DOI: 10.1109/ICVES.2011.5983819  0.485
2011 Bitar E, Poolla K, Khargonekar P, Rajagopal R, Varaiya P, Wu F. Selling random wind Proceedings of the Annual Hawaii International Conference On System Sciences. 1931-1937. DOI: 10.1109/HICSS.2012.523  0.465
2011 Bajwa R, Rajagopal R, Varaiya P, Kavaler R. In-pavement wireless sensor network for vehicle classification Proceedings of the 10th Acm/Ieee International Conference On Information Processing in Sensor Networks, Ipsn'11. 85-96.  0.494
2010 Kwong K, Kavaler R, Rajagopal R, Varaiya P. Real-time measurement of link vehicle count and travel time in a road network Ieee Transactions On Intelligent Transportation Systems. 11: 814-825. DOI: 10.1109/Tits.2010.2050881  0.573
2010 Bitar E, Giani A, Rajagopal R, Varagnolo D, Khargonekar P, Poolla K, Varaiya P. Optimal contracts for wind power producers in electricity markets Proceedings of the Ieee Conference On Decision and Control. 1919-1926. DOI: 10.1109/CDC.2010.5717453  0.496
2010 Bhamidi S, Rajagopal R, Roch S. Network delay inference from additive metrics Random Structures and Algorithms. 37: 176-203. DOI: 10.1002/Rsa.20305  0.306
2009 Kwong K, Kavaler R, Rajagopal R, Varaiya P. Arterial travel time estimation based on vehicle re-identification using wireless magnetic sensors Transportation Research Part C: Emerging Technologies. 17: 586-606. DOI: 10.1016/J.Trc.2009.04.003  0.565
2008 Rajagopal R, Nguyen X, Ergen SC, Varaiya P. Distributed online simultaneous fault detection for multiple sensors Proceedings - 2008 International Conference On Information Processing in Sensor Networks, Ipsn 2008. 133-144. DOI: 10.1109/IPSN.2008.41  0.484
2007 Kaskiris C, Jain R, Rajagopal R, Varaiya P. Combinatorial auction bandwidth trading: An experimental study Lecture Notes in Economics and Mathematical Systems. 590: 181-186. DOI: 10.1007/978-3-540-68660-6_17  0.395
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