Carmichael, T and
Hadzikadic, M., "Emergent Features
in a General Food Web Simulation:
Lotka-Volterra, Gause's Law, and the
Paradox of Enrichment," Advances in
Complex Systems, to appear in 2013
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., Carmichael, T., and Curtin, C.,
“Complex Adaptive Systems and Game
Theory: An Unlikely Union,”
Complexity Journal, November 2010
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
Khouja,
M., 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
Hadzikadic,
M., Qin, Z., and Sun, M. “Network
Classification,” Journal of
Experimental & Theoretical
Artificial Intelligence 17, Special
Issue on Knowledge Discovery, 35-44
(2005)
Hanley,
E.N., Kane, S.M., Bohren, B.F.,
Dorbandt, A., and Hadzikadic, M.
"Healthy Life-styles and Low Back
Pain," Journal of Neuro-Orthopaedics
20, 81-87, 1997
Hadzikadic,
M., Bohren, B.F., "Learning to
Predict: INC2.5," IEEE Transactions
on Knowledge and Data Engineering.
Vol. 9, No. 1, 168-173, 1997
Hadzikadic,
M., Bohren, B., Hakenewerth, A.,
Norton, J., Mehta, B., Andrews, C.“Concept
Formation vs. Logistic Regression:
Predicting Death in Trauma
Patients,” Artificial Intelligence
in Medicine Journal 8, 493-504, 1996
Bohren,
B., Hadzikadic, M., Hanley, E."Extracting
Knowledge
from Large Medical Databases: An
Automated Approach, ”Journal on
Computers and Biomedical Research,
vol. 28, 191-210, 1995
Also published in “Yearbook of
Medical Informatics: Integration of
Information for Patient Care,” (Eds.
J. H. van Bemmel and A. T. McCray),
pp. 381-400, Schattauer, 1996
Hadzikadic,
Mirsad.
“Automated Design of Diagnostic
Systems,” Artificial Intelligence in
Medicine Journal, vol. 4. no. 5, pp.
329‑342,
October 1992
·Peer
Reviewed Conference Publications
Carissa Flocken, Ted
Carmichael, and Mirsad Hadzikadic,
“The Role of Uninformed Individuals
in Making the Right Group
Decisions,” The Computational Social
Science of the Americas Conference,
Santa Fe, New Mexico, September
18-21, 2012
Mirsad Hadzikadic,
“Understanding Human Behavior in
Designing Building-Scale Sustainable
Ecosystems,” Green Design
Conference, Sarajevo,
Bosnia-Herzegovina, September 27-30,
2012
Eichelberger,
C. and Hadzikadic, M., “Breaking the
Box: Simulated Protein Computing,”
Bionetics 2010, 5th International
ICST Conference on Bio-Inspired
Models of Network, Information, and
Computing Systems, December 1-2,
2010, Boston, MA
Carmichael,
T.,
Hadzikadic,
M, Gajic O., “Pilot Study:
Agent-based Exploration of Complex
Data in a Hospital Environment,”
accepted for presentation and
publishing in the Proceedings of the
Sixth International Workshop on
Agents and Data Mining Interaction
(ADMI’10) joint with the Ninth
International Conference on
Autonomous Agents and Multiagent
Systems (AAMAS2010), Toronto, 2010
Dréau,
D., Stanimirov, D., Carmichael T.,
Hadzikadic M., "An Agent-Based Model
of Solid Tumor Progression," 1st
International Conference on
Bioinformatics and Computational
Biology, 8-10 April 2009, New
Orleans
Saric,
A., Hadzikadic, M., and Wilson, D.,
"Alternative Formulas for Rating
Prediction Using Collaborative
Filtering," Proceedings of ISMIS,
Prague, 2009
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
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
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
(Eds. Butz., C., Nguyen, N., Takama,
Y., Cheung, W., Cheung, Y.-M.)
Najarian,
K., Sun, X., Ahn, G., and
Hadzikadic, M. "A Neural Model for
Network Intrusion Detection," 6th
World Multiconference on Systemics,
Cybernetics and Informatics (SCI
2002), vol. 12, Orlando, Fl, 2002
Hadzikadic,
M. and Bohren, B. "Determining
Attribute Relevance in Decision
Trees," ISMIS '97, Charlotte, NC,
October 1997
Hadzikadic,
M., Bohren, B.“Concept Formation vs.
Logistic Regression: Predicting
Death in Trauma Patients, Conference
Presentation.” SCAMC ‘95, New
Orleans, October 1995
Hadzikadic
M., “Information, Intelligence, and
Interface: The Three Pillars of a
Successful Medical information
System,” Proceedings of the 1995
Congress on Medical informatics,
Vancouver Canada, July 1995
Hadzikadic,
M., “Orthopaedic Trauma Registry,”
Proceedings of the Eleventh
International Symposium on the
Creation of Electronic Health Record
Systems and Global Conference on
Patient Cards, Medical Record
Institute, pp. 169-175, Orlando,
Florida, March 14-19, 1995
Hanley,
E.N., Kane, S.M., Bohren, B.F.,
Dorbandt, A., and Hadzikadic, M.
"Healthy Life-styles and Low Back
Pain," Proceedings of the 62nd
American Academy of Orthopaedic
Surgeons, Orlando, Florida, February
1995
Bohren,
B.F. and Hadzikadic, M. "Turning
Medical Data into Decision-Support
Knowledge," Proceedings of the
Symposium on Computer Applications
in Medical Care, pp. 735-39, SCAMC
1994
Hadzikadic,
Mirsad.
“Prediction Performance as a
Function of the Representation
Language in Concept Formation
Systems,” Proceedings of the
Fourteenth Annual Conference of the
Cognitive Science Society,
Bloomington, Indiana, pp. 850‑854,
July 29 ‑
August1, 1992
Hadzikadic,
Mirsad.
“Medical Diagnostic Expert Systems:
Performance vs. Representation,”
Proceedings of the Fifth IEEE
Symposium on Computer‑Based
Medical System, Duke University,
Durham, NC, June 14‑17, 1992
Bohren,
Benjamin and Hadzikadic, Mirsad.
“Automated Design of Diagnostic
Knowledge‑Based
Systems,” Proceedings of the
Thirteenth Annual International
Conference on the IEEE Engineering
in Medicine and Biology Society,
Orlando, Florida, October 31 ‑‑
November 3, 1991, pp. 1294‑1295
Hadzikadic,
Mirsad
“Designing a Diagnostic Knowledge‑Based
System by a Novice,” Proceedings of
the World Congress on Expert
Systems, Orlando, Florida, December
16‑19,
1991, pp. 1450‑1457
Hadzikadic,
Mirsad
“Context‑Sensitive,
Distributed, Variable‑Representation
Category
Formation,
”Proceedings
of
the
Thirteenth Annual Meeting of the
Cognitive Science Society, Chicago,
Illinois, August 7‑10,
1991, pp. 269‑274
Hadzikadic,
Mirsad
“Prototypes and Similarity in
Incremental Conceptual Clustering
Systems, ”Proceedings of the Fourth
International Symposium on
Methodologies for Intelligent
Systems, Charlotte, North Carolina,
October 12, 1989, pp. 289‑296
Hadzikadic,
Mirsad
and Yun, David Y.Y. “Concept
Formation by Incremental Conceptual
Clustering, ”Proceedings of the
Eleventh International Joint
Conference on Artificial
Intelligence, Detroit, Michigan,
August 20‑25,
1989, pp. 831‑836
Hadzikadic,
Mirsad
“Prototypes and Similarity: Concept
Formation,” invited paper,
Proceedings of the IEEE Southeastern
89, Columbia, South Carolina, April
9‑12,
1989, pp. 19‑23
Hadzikadic,
Mirsad and Chen, Su-shing “Spatial
Reasoning: Learning from
Observations,” Proceedings of the
SPIE Symposium on Advances in
Intelligent Robotics Systems.
Philadelphia, Pennsylvania, November
1989, pp. 247‑255
Hadzikadic,
Mirsad
“Learning a Hierarchy of Concepts:
An Incremental Approach,”
Proceedings of the Third IASTED
International Conference on Expert
Systems: Theory & Applications,
Los Angeles, December 12‑14,
1988, pp. 77‑80
Hadzikadic,
Mirsad
“Concept Formation by Goal‑Driven,
Context‑Dependent
Classification,” Proceedings of the
Third International Symposium on
Methodologies for Intelligent
Systems, Turin, Italy, October 12‑15,
1988, pp. 322‑332
Hadzikadic,
Mirsad
“INC2: A Prototype‑Based
Incremental Conceptual Clustering
System,” Proceedings of the 2nd
European Knowledge Acquisition for
Knowledge‑Based
Systems Workshop, Bonn, Germany,
June 19‑23,
1988, pp. 20.1‑20.13
Hadzikadic,
M., Yun, D. Y. Y., Ho, B., “A
Model-Based Framework for
Characterization of Application
Domains for the Expert System
Technology,” Proceedings of the
Second International Symposium on
Methodologies for Intelligent
Systems, Charlotte, North Carolina,
October 14-17, 1987, pp. 64-72
Hadzikadic,
Mirsad
“Concept Formation by
Psychologically Plausible
Classification, Colloquium of the
Second International Symposium on
Methodologies for Intelligent
Systems, Charlotte, North Carolina,
October 17, 1987, pp. 133‑144
Hadzikadic,
M., Yun, D. Y. Y., Ho, B.,
“Characterization of Application
Domains for the Expert System
Technology,” Proceedings of the
Workshop on High Level Tools for
Knowledge-Based Systems, Shawnee
State Park, OH, October 6-8, 1986
Hadzikadic,
M., Lichtenberger, F., Yun, D. Y.
Y., “An Application of
Knowledge-Base Technology in
Education: A Geometry Theorem
Prover,” Proceedings of the 1986 ACM
Symposium on Symbolic and Algebraic
Computation, Waterloo, Ontario, July
21-23, 1986, pp.141-147
Biswas,
P. Hadzikadic, M., “A Parallel
Architecture for Syntactic Pattern
Recognition Based on Logic Program
Execution Model,” Proceedings of the
1985 IEEE Computer Society Workshop
on Computer Architecture for Pattern
Analysis and Image Database
Management, Miami Beach, Florida,
November 18-20, 1985, pp. 68-74
·Peer
Reviewed Extended Abstracts/Short
Papers
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
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
Sun,
Min, Hadzikadic, Mirsad, “A CAS for
Finding the Best Strategy for
Prisoner’s Dilemma,” International
Conference on Complex Systems 2007,
New England Complex Systems
Institute, October 28 - November 2,
2007
·Peer
Reviewed Posters
Hadzikadic,
M., Clark, M., Bohren, B., Letcher,
W., Olson, M., “The World Wide Web
Beyond Publishing: An
Application-Based Approach,”
American Medical Informatics
Association, Fall Symposium,
Electronic Poster Presentation, 1996
Hadzikadic,
M.; Bohren, B.; Craft, L.L.;
Callaghan, C.E., Pierson, L.; Ocel,
J.V.; Davis, S.E., Herbert, W.G.
“Outcomes in Cardiopulmonary
Rehabilitation: A New Approach to
Assessment,” Poster Presentation,
SCAMC, 1995
Hadzikadic,
Mirsad
“Context‑Sensitive,
Variable‑Representation
Incremental
Concept
Formation,
”Poster
Session
of the Eight International Workshop
on Machine Learning, Evanston,
Illinois, June 27‑29, 1991
·Peer
Reviewed Books and Book Chapters
Hadzikadic, M., O'Brien,
S., and Khouja, M., (Eds.), Managing
Complexity: Practical Considerations
in the Development and Application
of ABMs to Contemporary Policy
Challenges, Springer, 2013
O. Brien, S, Hadzikadic,
M., and Khouja, M, "Addressing
Complex Challenges in an
Interconnected World," in Managing
Complexity: Practical Considerations
in the Development and Application
of ABMs to Contemporary Policy
Challenges, Hadzikadic, O'Brien, and
Khouja (Eds.), pp 1-7, Springer,
2013
O. Brien, S, Hadzikadic,
M., and Khouja, M, "Complexity:
Where Does It Come From?," in
Managing Complexity: Practical
Considerations in the Development
and Application of ABMs to
Contemporary Policy Challenges,
Hadzikadic, O'Brien, and Khouja
(Eds.), pp 9-17, Springer, 2013
Hadzikadic,
M. and Carmichael, T., “Complex
Adaptive Systems,” in Cognitive
Science: An Interactive Approach,
National Social Science Press, Fall
of 2011
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
Carmichael,
T., Hadzikadic, M., Dreau, D., and
Whitmeyer, J., "Towards a General
Tool for Studying Threshold Effects
Across Diverse Phenomena," in
Advances in Information &
Intelligent Systems, Z.W. Ras, W.
Ribarsky(editors),
Studies in Computational
Intelligence, Springer, 2009
Hadzikadic,
M., Bohren, B. F., “Determining
Attribute Relevance in Decision
Trees,” Lecture Notes in Artificial
Intelligence (Eds. Z. W. Ras and A.
Skowron), Springer Verlag, pp,
507-516, 1997
Ras, Z.,
Emrich, Hadzikadic, M. (eds.),
Proceedings of the Poster Session,
ISMIS’89, ORNL, October, 1989
Patents
Awarded
U.S.
Patent 7,213,023 B2: Incremental
Clustering Classifier and Predictor
(with Chris Eichelberger);
Additional claims related to the
U.S. Patent 7,213,023 B2:
Incremental Clustering Classifier
and Predictor (with Chris
Eichelberger), application number
11688053
