• Su, Z. and Hadzikadic, M., “An agent-based system for issuing stock trading signals,” in SIMULTECH International Conference on Simu- lation and Modeling Methodologies, Technologies and Applications, vol. 1, 2015.
  • Su, Z. and Hadzikadic, M., “Trust metrics exploration in optimizing stock investment strategies,” in Foundations of Intelligent Systems. Springer, 2015, pp. 331–340.


  • Carmichael, T., Hadzikadic, M., Blink, MJ, Stamper, JC. "A multi-level complex adaptive system approach for modeling of schools". InIntelligent Tutoring Systems 2014 Jun 5 (pp. 623-624). Springer International Publishing.


  • Carmichael, T., Hadzikadic, M.. "Emergent Features In A General Food Web Simulation: Lotka–Volterra, Gause'S Law, And The Paradox Of Enrichment". Advances in Complex Systems. 2013 Dec;16(08):1350014.
  • Ganguly AR, Whitmeyer J, Omitaomu O, Brecke P, Hadžikadić M, Gilman P, Khouja M, Fernandez S, Eichelberger C, McLean T, Jiao CY. Towards a characterization and systematic evaluation framework for theories and models of human, social, behavioral, and cultural processes within agent-based models. InManaging Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges 2013 (pp. 93-136). Springer Berlin Heidelberg.


  • Yue Dong, Nicolas W. Chbat, Ashish Gupta, Mirsad Hadzikadic, and Ognjen Gajic, “Systems Modeling and Simulation Applications for Critical Care Medicine,” the Annals of Intensive Care Journal, 2:18, 2012


  • Hadzikadic, M. and Carmichael, T., “Overview of a New Approach to Economics,” Swarmfest 2011, Santa Fe, NM
  • Carmichael, T. and Hadzikadic, M., “Ecology-Based Models of Economic Systems,” Swarmfest 2011, Santa Fe, NM
  • Eichelberger, C., Hadzikadic, M., Gajic, O., Li, G., “Automatic Verification and Validation of a CAS Simulation of an Intensive Care Unit,” 2011 AAAI Fall Symposia, Arlington, FS-11-03


  • Carmichael, T., Hadzikadic, M., Gajic, O.: “Pilot Study: Agent-based Exploration of Complex Data in a Hospital Environment,” to appear in Proceedings of the Sixth International Workshop on Agents and Data Mining Interaction (ADMI’10), Toronto, Canada; May, 2010.
  • Hadzikadic, M.; Carmichael, T.; Curtin, C. "Complex Adaptive Systems and Game Theory: An Unlikely Union," in press, Complexity (Wiley-Blackwell, 2010).
  • Hadzikadic, M. and Sun, M., "Wisdom of Crowds in the Prisoner's Dilemma Context," in Advances in Machine Learning, Volume II, J. Koronacki et al (Eds.), Studies in Computational Intelligence, Springer, 2010.
  • Azevedo, R., Bench-Capon, T., Biswas, G., Carmichael, T., Green, N., Hadzikadic, M., Koyejo, O., Kurup, U., Parsons, S., Pirrone, R., Prakken, H., Samsonovich, A., Scott, D., Souvenir, R.: Reports on the AAAI 2009 Fall Symposia. AI Magazine 31 (1): 88-94 (2010).
  • Ebner, J., Hadzikadic, M., “Emergence of Self-sustaining Activation in Dynamically Growing Networks,” extended abstract, AAAI Fall Symposium, Arlington, VA, November 11-13, 2010
  • Hadzikadic, M., Carmichael, T., “Exploring a Complex Adaptive System (CAS) Simulation of Predator Prey Dynamics,” Swarmfest 2010, Santa Fe Institute, Santa Fe, NM, 2010
  • Carmichael, T., Hadzikadic, M., “On Non-Intuitive Agent Dynamics in a General Complex System Simulation,” Swarmfest 2010, Santa Fe Institute, Santa Fe, NM, 2010


  • Youngman, P.A. "We are the Machine. The Computer, the Internet, and Information in Contemporary German Literature." (Camden House Press, Rochester, NY, 2009).
  • Dréau, D., Carmichael T., Hadzikadic M.: “Modeling of Solid Tumor Progression Using a Complex Adaptive System Approach,” in Technical Report FS-09-03. pp. 33-38, AAAI Press, 2009.
  • Carmichael, T.; Hadzikadic, M.; Dréau, D.; Whitmeyer, J. “Characterizing Threshold Effects Across Diverse Phenomena,” in Advances in Information and Intelligent Systems, Ras, Z., Ribarsky, W., Eds. (Springer, New York, 2009).
  • Dréau, D., Stanimirov, D., Carmichael T., Hadzikadic M., “An agent-based model of solid tumor progression,” 1st International Conference on Bioinformatics and Computational Biology, New Orleans, LA., April 2009.
  • Saric, A., Hadzikadic, M., and Wilson, D., "Alternative Formulas for Rating Prediction Using Collaborative Filtering," Proceedings of ISMIS, Prague, 2009.
  • Li, M. Man, Pickering, B.W., Smith, V.D., Hadzikadic, M., Gajic, O., Herasevich, V. Medical informatics: An Essential Tool for Health Sciences Research in Acute Care, Bosnian Journal of Basic Medical Sciences, October 2009, Supplement 1, pp. S34-S39.


  • Whitmeyer, J., Carmichael, T., Eichelberger, C., Hadzikadic, M., Khouja, M., Saric, A., Sun, M. “A Computer Simulation Laboratory for Social Theories,” the 2008 IEEE/WIC/ACM International Conference on Intelligence Agent Technology, Sydney, Australia, December 2008.
  • Ganguly, A., Whitmeyer, J., Omitaomu, O., Hadzikadic, M., Gilman, P., Brecke, P., Khouja, M., Fernandez, S., Eichelberger, C., McLean, A., Yu, J., Middleton, E., Carmichael, T., Saric, A. and Sun, M.: “Towards a characterization and systematic evaluation framework for theories and models of human, societal, behavioral, and cultural processes,” ORNL/TM-2008/062, Oak Ridge National Laboratory, 2008.
  • Fernandez, S., Brecke, P., Carmichael, T., Eichelberger, C., Ganguly, A., Hadzikadic, M., Jiao, Y., Khouja, M., McLean, A., Middleton, E., Omitaomu, O., Saric, A., Sun, M., Whitmeyer, J., Gilman, P., O'Maonaigh, H.: “Actionable Capability for Social and Economic Systems (ACSES),” ORNL/TM-2008/088, Oak Ridge National Laboratory, 2008.
  • Khouja, M., Ph.D.; Hadzikadic, M; Zaffar, M. "An Agent-Based Modeling Approach for Determining Optimal Price-Rebate Schemes," Simulation Modeling Practice and Theory Journal, vol. 16, no. 1, pp. 111-126, 2008.
  • Khouja, M., Hadzikadic, M., Rajagopalan, H., and Tsay, L., “Applications of Agent-Based Modeling to Pricing of Reproducible Information Goods,” Decision Support Systems Journal, vol. 44, issue 3, pages 725-739, February 2008.


  • Khouja, M. Hadzikadic, M., Zaffar, M. A., and Otto, G. “An Agent-Based Modeling Approach For Determining Optimal Price-Rebate Schemes,” Proceedings of the 5th International Conference on Business: Marketing,” Athens, Greece, July 2-3, 2007.
  • Carmichael, T., Stamper, J.: “A Complex Adaptive System Approach to Predictive Data Insertion for Missing Student Data;” Proceedings of the International Conference on Interactive Computer-aided Blended Learning, Florianopolis, Brazil; May, 2007.
  • Hadzikadic M, Sun M. A CAS for Finding the Best Strategy for Prisoner’s Dilemma. InInternational Conference on Computational Science, Boston 2007.


  • Eichelberger, C. and Hadzikadic, M. "Complex Adaptive Systems: Using a Free-Market Simulation to Estimate Attribute Relevance". In Foundations of Intelligent Systems, Esposito, F., Ras, Z., Malerba, D., and Semeraro, G., eds. Proceedings of the 16th International Symposium, ISMIS 2006, Bari, Italy, September 2006.
  • Eichelberger, C. and Hadzikadic, M. "Investigating Agent Strategies within a Complex Adaptive System of Purchasing Agents for Estimating Attribute Relevance," 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings), Hong Kong, China 18-22 December 2006. Butz., C., Nguyen, N., Takama, Y., Cheung, W., Cheung, Y.-M., eds.


  • Youngman, Paul A. "Black Devil and Iron Angel. The Railway in Nineteenth-Century German Realism." (Catholic University Press, Washington, 2005).
  • Hadzikadic, M., Qin, Z., and Sun, M. “Network Classification,” Journal of Experimental & Theoretical Artificial Intelligence 17, Special Issue on Knowledge Discovery, 35-44 (2005).