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Dr. Stan Dimitrov


   

NAME: Dr. Stan Dimitrov


Education
  • 2004     Other     University of Michigan
  • 2006     Master of Engineering     University of Michigan
  • 2010     Doctorate     University of Michigan

Research Interest
  • Mechanism design; prediction markets; game theory; nonliniear optimization; network design; telecommunications

Representative Publications
  • Carvalho, Arthur and Dimitrov, Stanko and Larson, Kate, Inducing Honest Reporting of Private Information in the Presence of Social Projection., , 2016
  • Carvalho, Arthur and Dimitrov, Stanko and Larson, Kate, How many crowdsourced workers should a requester hire?, Annals of Mathematics and Artificial Intelligence, 2016, 1 - 28
  • Brown, Andrew and Dimitrov, Stanko and Barlatt, Ada Y, Routing distributions and their impact on dispatch rules, Computers & Industrial Engineering, 88, 2015, 293 - 306
  • Cozzarin, Brian Paul and Dimitrov, Stanko, Mobile E-Commerce and Consumer Crime Consiousness, Available at SSRN 2600659, 2015
  • Chen, Jenyi and Dimitrov, Stanko, National and store brand advertising strategies, Journal of the Operational Research Society, 66(8), 2015, 1237 - 1249
  • Dimitrov, Stanko and Sami, Rahul and Epelman, Marina A, Subsidized prediction mechanisms for risk-averse agents, ACM Transactions on Economics and Computation, 3(4), 2015
  • Yang, L., S. Dimitrov, and B. Mantin, Forecasting sales of new virtual goods with the Elo rating system, Journal of Revenue and Pricing Management, 13, 2014, 457 - 469
  • Dimitrov, Nedialko B. and Dimitrov, Stanko and Chukova, Stefanka, Robust decomposable Markov decision processes motivated by allocating school budgets, European Journal of Operational Research, 239(1), 2014, 199 - 213
  • Chen, Jenyi and Dimitrov, Stanko, National and Store Brand Advertising Strategies, Journal of the Operational Research Society, 2014
  • Dimitrov, Stanko, Comparing Data Envelopment Analysis and Human Decision Making Unit Rankings: A Survey Approach, Economic Quality Control, 29(2), 2014, 129 - 141
  • Carvalho, Arthur and Dimitrov, Stanko and Larson, Kate, The output-agreement method induces honest behavior in the presence of social projection, ACM SIGecom Exchanges, 13(1), 2014, 77 - 81
  • Yang, Lin and Dimitrov, Stanko and Mantin, Benny, Forecasting sales of new virtual goods with the Elo rating system, Journal of Revenue & Pricing Management
  • Carvalho, Arthur and Dimitrov, Stanko and Larson, Kate, Inducing Honest Reporting Without Observing Outcomes: An Application to the Peer-Review Process, arXiv preprint arXiv:1309.3197, 2013
  • Sutton, Warren and Dimitrov, Stanko, The US Navy explores detailing cost reduction via Data Envelopment Analysis, European Journal of Operational Research, 227(1), 2013, 166 - 173
  • Warren Sutton, and Stanko Dimitrov,, The U.S. Navy explores detailing cost reduction via Data Envelopment Analysis, European Journal of Operational Research, 2012
  • Dimitrov, Stanko and Sutton, Warren, Generalized symmetric weight assignment technique: Incorporating managerial preferences in data envelopment analysis using a penalty function, Omega, 41(1), 2013, 48 - 54
  • 1.Yiling Chen, Stanko Dimitrov, Rahul Sami, Daniel M. Reeves, David M. Pennock, Robin D. Hanson, Lance Fortnow, Rica Gonen. Gaming Prediction Markets: Equilibrium Strategies with a Market Maker. Algorithmica, December 2010, 58 (4), 930-969. (40 single-column pages) (Accepted in 2010)
  • Dimitrov, Stanko and Epelman, Marina and Sharama, D, New Models of Network Routing under Active Congestion Control, Michigan University, Industrial and Operations Engineering Department, 2009
  • Radev, Dragomir and Blitzer, John and Winkel, Adam and Allison, Tim and Topper, Michael and Craig, Matthew and Dimitrov, Stanko and Lam, Wai and Qi, Hong and Saggion, Horacio and others, MEAD Documentation v3. 11, , 2009
  • Chen, Y., Dimitrov, S., Sami, R., Reeves, D., Pennock, D. M., Hanson, R., Fortnow, L., Gonen, R., Dec. 2010. Gaming prediction markets: Equilibrium strategies with a market maker. Algorithmica 58 (4), 930-969. (Accepted in 2009)
  • Dimitrov, S., Sutton, W., Jan. 2010. Promoting symmetric weight selection in data envelopment analysis: A penalty function approach. European Journal of Operational Research 200 (1), 281-288. (Accepted in 2008)
  • Radev, Dragomir and Blitzer, John and Winkel, Adam and Allison, Tim and Topper, Michael and Craig, Matthew and Dimitrov, Stanko and Lam, Wai and Qi, Hong and Saggion, Horacio and others, MEAD Documentation v3. 09, , 2004
  • CONITZER, VINCENT and EASLEY, DAVID and CHAWLA, SHUCHI and SIVAN, BALASUBRAMANIAN and SONMEZ, TAYFUN and ANSELMI, JONATHA and ARDAGNA, DANILO and LUI, JOHN CS and WIERMAN, ADAM and XU, YUNJIAN and others, ARIEL D. PROCACCIA,
  • Yang, Xiaopeng and Dimitrov, Stanko and others, Combining Support Vector Machine and Data Envelopment Analysis to Predict Corporate Failure for Nonmanufacturing Firms,
  • Cozzarin, Brian P and Dimitrov, Stanko, Mobile commerce and device specific perceived risk, Electronic Commerce Research, 1 - 20
  • Yan, Ruiqi and Cozzarin, Brian and Dimitrov, Stanko, Mobile device access: Effect on online purchases, 2015 Wireless Telecommunications Symposium (WTS), January 2015, 1 - 7
  • Carvalho, Arthur and Dimitrov, Stanko and Larson, Kate, A Study on the Influence of the Number of MTurkers on the Quality of the Aggregate Output, European Conference on Multi-Agent Systems, January 2014, 285 - 300
  • Dimitrov, S., Sami, R., Jun. 2010. Composition of markets with conflicting incentives. In: The Eleventh ACM Conference on Electronic Commerce (EC'10). (Accepted in 2010)
  • Dimitrov, Stanko and Sami, Rahul and Epelman, Marina, Subsidized prediction markets for risk averse traders, International Workshop on Internet and Network Economics, January 2009, 491 - 497
  • Dimitrov, S., Krishnan, P., Mallows, C., Meloche, J., Yajnik, S., 2008. r3: Resilient random regular graphs. pp. 137-151. (Accepted in 2008)
  • Dimitrov, S., Sami, R., 2008. Non-myopic strategies in prediction markets. In: EC '08: The 9th ACM Conference on Electronic Commerce. pp. 200-209. (Accepted in 2008)
  • Radev, Dragomir and Allison, Timothy and Craig, Matthew and Dimitrov, Stanko and Kareem, Omer and Topper, Michael and Winkel, Adam and Yi, Jin, A scaleable multi-document centroid-based summarizer, Demonstration Papers at HLT-NAACL 2004, January 2004, 23 - 25
  • Radev, Dragomir R and Allison, Timothy and Blair-Goldensohn, Sasha and Blitzer, John and Celebi, Arda and Dimitrov, Stanko and Drabek, Elliott and Hakim, Ali and Lam, Wai and Liu, Danyu and others, MEAD-A Platform for Multidocument Multilingual Text Summarization., LREC, January 2004
  • Grewal, Amardeep and Allison, Timothy and Dimitrov, Stanko and Radev, Dragomir, Multi-document summarization using off the shelf compression software, Proceedings of the HLT-NAACL 03 on Text summarization workshop-Volume 5, January 2003, 17 - 24
  • Meloche, Jean and Yajnik, Shalini and Krishnan, Parameshwaran and Dimitrov, Stanko and Mallows, Colin L and Bentley, Jon, Peer-to-peer overlay graph construction, January
  • Dimitrov, Stanko B, Information Procurement and Delivery: Robustness in Prediction Markets and Network Routing, January