Vita - Greg Madey
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EDUCATION

1984 Ph.D., Operations Research, Case Institute of Technology, Case Western Reserve University
1979 M.S., Operations Research, Case Institute of Technology, Case Western Reserve University
1975 M.S., Mathematics, Cleveland State University
1974 B.S., Mathematics, Cleveland State University
 
RESEARCH

Agent-Based Modeling & Simulation, Bioinformatics Computing, Design of Emergency Response Systems, e-Science, Intelligent Web-Based Agents, Chaos and Complexity,  Neural Networks, Data Warehousing, Date Mining, Web Services, Semantic Web, Design of Scientific Collaboratories and Engineering Virtual Organizations, Web Mining, Cyberinfrastructure.

TEACHING

1) Database Theory: design, administration, or programming; 2) Bioinformatics Computing, BioPerl; 3) Programming: Java, C/C++, Perl,  PL/SQL; 4) Intelligent Systems: AI, expert systems, agents, swarms, neural networks, and evolutionary programming; 5) Computer Simulation, Agent-Based Simulation;  6) Complex Adaptive Systems: Chaos and Complexity; 7) Operating Systems, 8) e-Technology & e-Science, 9) Simulation of Complex Systems, 10) CSCW, Collaboratories, Cyberinfrastructure, Virtual Organizations

SERVICE

Local host and Chairman for the Eighteenth Annual International Swarm Researchers Meeting (SwarmFest 2014) hosted at the University of Notre Dame, July 2014

General Chair: Sixth International Conference on Open Source Systems (OSS2010), hosted at the University of Notre Dame, 30 May - 2 June 2010

Local host and Chairman for the Tenth Annual International Swarm Researchers Meeting (SwarmFest 2006) hosted at the University of Notre Dame, June 2006

Local host and Chairman for Annual NAACSOS North American Association for Computational Social and Organizational Science) hosted at the University of Notre Dame, June 2005, June 2006

Mentor for several Engineering Projects in Community Service (EPICS) teams: American Red Cross - GIS Database, Homelessness Prevention Network, Habitat for Humanity Administrative Database project, Habitat for Humanity Inventory Database project, Toys for Handicapped Redesign project.

Chairman of the Seventh Annual International Swarm Researchers Meeting (Swarm 2003) hosted at the University of Notre Dame, April 13-15, 2003.

Director of Graduate Studies for Computer Science and Engineering, University of Notre Dame, 2003 - 2005.

INDUSTRY EXPERIENCE

  • Director - Advanced Projects and Strategic Planning, Defense Systems, Loral Corporation (now part of Lockheed-Martin)
  • Manager - Systems Analysis, Defense Systems Division, Goodyear Aerospace Corporation
  • Engineering Analyst, Goodyear Aerospace Corporation
  • Systems Engineering - Ocean Systems, Gould Corporation (now part of Northrop-Grumman)
  • Computer Scientist - Computer and Networking Division, NASA Glenn Research Center
  • Consultant
    • Timken Corporation, Computer Systems Group
    • Goodyear Tire & Rubber, Corporate Research
    • British Petroleum, US Corporate Research Center
    • McDermott, Research Laboratories
    • Rockwell Automation

RECENT RESEARCH PROFESSIONAL ACTIVITIES AT NOTRE DAME (2000 - Present)

Refereed Papers (journals, book chapters, & proceedings)

Google Scholar

S. M. Niaz Arifin, Gregory R. Madey, and Frank H. Collins, Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiology, John Wiley & Sons, Inc., Hoboken, NJ (in press).

Arifin, SM Niaz, and Gregory R. Madey. "Verification, Validation, and Replication Methods for Agent-Based Modeling and Simulation: Lessons Learned the Hard Way!." In Concepts and Methodologies for Modeling and Simulation, pp. 217-242. Springer International Publishing, 2015.

McCune, Robert Ryan, Tim Weninger, and Greg Madey. "Thinking like a vertex: a survey of vertex-centric frameworks for large-scale distributed graph processing." ACM Computing Surveys (CSUR) 48.2 (2015): 25.

Staffelbach, Matthew, Peter Sempolinski, Tracy Kijewski-Correa, Douglas Thain, Daniel Wei, Ahsan Kareem, and Gregory Madey. "Lessons Learned from Crowdsourcing Complex Engineering Tasks." PloS One 10, no. 9 (2015): e0134978.

Arifin, S. M., Rumana Reaz Arifin, Dilkushi de Alwis Pitts, M. Sohel Rahman, Sara Nowreen, Gregory R. Madey, and Frank H. Collins. "Landscape epidemiology modeling using an agent-based model and a geographic information system." Land 4, no. 2 (2015): 378-412.

Nikolai, Cynthia, Troy Johnson, Michael Prietula, Irma Becerra-Fernandez, and Gregory Madey. "SimEOC: A Distributed Web-Based Virtual Emergency Operations Center Simulator for Training and Research." International Journal of Information Systems for Crisis Response and Management (IJISCRAM) vol. 7, no. 1 (2015): 1-21.

Giraldo-Calderón, G.I., Emrich, S.J., MacCallum, R.M., Maslen, G., Dialynas, E., Topalis, P., Ho, N., Gesing, S., Madey, G., Collins, F.H. and Lawson, D., 2015. VectorBase: an updated bioinformatics resource for invertebrate vectors and other organisms related with human diseases. Nucleic Acids Research, 43(D1), pp.D707-D713.

Ferris, Casey, Benoit Raybaud, and Gregory Madey. "OpenMalaria and EMOD: a case study on model alignment." In Proceedings of the Conference on Summer Computer Simulation, pp. 1-9. Society for Computer Simulation International, 2015.

Nicholas Haydel, Sandra Gesing, Ian Taylor, Gregory Madey, Abdul Dakkak, Simon Garcia de Gonzalo, and Wen-mei W. Hwu, "Enhancing the Usability and Utilization of Accelerated Architectures via Docker", IEEE/ACM 8th International Conference on Utility and Cloud Computing, December, 2015. (pdf)

Gentile, James E., Samuel SC Rund, and Gregory R. Madey. "Modelling sterile insect technique to control the population of Anopheles gambiae." Malaria Journal 14.1 (2015): 92.

Giraldo-Calderón, Gloria I., Scott J. Emrich, Robert M. MacCallum, Gareth Maslen, Emmanuel Dialynas, Pantelis Topalis, Nicholas Ho, Sandra Gesing, the VectorBase Consortium, Gregory Madey, Frank H. Collins and Daniel Lawson  "VectorBase: an updated bioinformatics resource for invertebrate vectors and other organisms related with human diseases." Nucleic acids research (2014).

Arifin, S. N., Zhou, Y., Davis, G. J., Gentile, J. E., Madey, G. R., & Collins, F. H. (2014). An agent-based model of the population dynamics of Anopheles gambiae. Malaria Journal, 13(1), 424.


McCune, R. Ryan, and Greg R. Madey. "Control of Artificial Swarms with DDDAS." Procedia Computer Science 29 (2014): 1171-1181.

M. Staffelbach, P. Sempolinski, D. Hachen, A. Kareem, T. Kijewski-Correa, D. Thain, D. Wei, and G. Madey, "Lessons Learned from an Experiment in Crowdsourcing Complex Citizen Engineering Tasks with Amazon Mechanical Turk," Collective Intelligence Conference (MIT), Cambridge, MA, 2014.

Zhou, Ying, Neil F. Lobo, Adam Wolkon, John E. Gimnig, Jennifer Stevenson, Frank H. Collins, and Greg Madey. "PGMS: A Case Study of Collecting PDA-Based Geo-Tagged Malaria-Related Survey Data." The American Journal of Tropical Medicine and Hygiene (2014): 13-0652.

Ryan McCune, Yi Wei, Racheal Purta, Alexander Madey, M. Brian Blake, and Greg Madey, "Investigations of DDDAS for Command and Control of UAV Swarms with Agent-based Modelling", Proceedings of the 2013 Winter Simulation Conference, Washington, D.C., December 2013

Kelly E Lane-deGraaf, Ryan C Kennedy, S M Niaz Arifin, Gregory R Madey, Agustin Fuentes and Hope Hollocher, "A test of agent-based models as a tool for predicting patterns of pathogen transmission in complex landscapes", BMC Ecology, Vol 13, Issue 1, September 2013 (open access)

Gregory Davis and Gregory Madey, "Cyberinfrastructure: The Key to Building Successful Science Gateways – VectorBase: A Bioinformatics Resource Center for Infectious Diseases", Science Gateway Institute Workshop - IEEE Cluster 2013, Indianapolis, IN, September 27, 2013 (pdf)

S. M. Niaz Arifin, Rumana Reaz Arifin, Dilkushi de Alwis Pitts, Gregory R. Madey, "Integrating An Agent-Based Model Of Malaria Mosquitoes With A Geographic Information System", The 25TH European Modeling & Simulation Symposium (EMSS 2013), Athens, September 2013. (pdf)

Arifin, S. M., Gregory R. Madey, and Frank H. Collins."Examining the impact of larval source management and insecticide-treated nets using a spatial agent-based model of Anopheles gambiae and a landscape generator tool." Malaria Journal 12 (2013): 290.  (open access)

Purta, R., Dobski, M., Jaworski, A, Madey, G., 2013, "A Testbed for Investigating the UAV Swarm Command and Control Problem Using DDDAS". Procedia Computer Science 10 (2013). (open access)

Wei, Y., Blake, M. B., Madey, G. R., 2013, "An Operation-time Simulation Framework for UAV Swarm Configuration and Mission Planning". Procedia Computer Science 10 (2013). (open access)

McCune, R. R., Madey, G. R., 2013, "Swarm Control of UAVs for Cooperative Hunting with DDDAS". Procedia Computer Science 10 (2013). (open access)

Y. Wei, G. R. Madey, and M. B. Blake, "Agent-based Simulation for UAV Swarm Mission Planning and Execution," In Proceedings of the 2013 Symposium on Agent Directed Simulation (ADS '13/SpringSim 2013). Society for Computer Simulation International, San Diego, CA, 2013.

R. Purda, S. Nagrecha, and G. Madey, "Multi-hop Communications in a Swarm of UAVs," In Proceedings of the 2013 Symposium on Agent Directed Simulation (ADS '13/SpringSim 2013). Society for Computer Simulation International, San Diego, CA, 2013.

R. R. McCune and G. R. Madey, "Agent-Based Simulation of Cooperative Hunting with UAVs," In Proceedings of the 2013 Symposium on Agent Directed Simulation (ADS '13/SpringSim 2013). Society for Computer Simulation International, San Diego, CA, 2013.

A. G. Madey and G. R. Madey, "Design and Evaluation of UAV Swarm Command and Control Strategies," In Proceedings of the 2013 Symposium on Agent Directed Simulation (ADS '13/SpringSim 2013). Society for Computer Simulation International, San Diego, CA, 2013.

Zhi Zhai, Tracy Kijewski-Correa, David Hachen, Greg Madey, Haiti Earthquake Photo Tagging: Lessons on Crowdsourcing In-Depth Image Classifications,  Seventh International Conference on Digital Information Management (ICDIM 2012), August 22-24, 2012, Macau, China

Zhi Zhai, Tracy Kijewski-Correa, Ashan Kareem, David Hachen, Greg Madey, "Citizen Engineering: Evolving OSS Practices to Engineering Design and Analysis", 8th International Conference on Open Source Systems, Hammamet, Tunisia, 10-13 September, 2012

Madey, G. R., Blake, M. B., Poellabauer, C., Lu, H., McCune, R. R.,  & Wei, Y. (2012). "Applying DDDAS Principles to Command, Control and  Mission Planning for UAV Swarms". Procedia Computer Science, 9, 1177-1186. (open access)

Zhi Zhai; Hachen, D.; Kijewski-Correa, T.; Feng Shen; Madey, G., "Crowdsourcing Highly Trustworthy Results" 45th Hawaii International Conference on System Science (HICSS), 2012

Zhi Zhai, Peter Semoplinski, Douglas Thain, Greg Madey, Daniel Wei and Ahsan Kareem, "Expert-Citizen Engineering: 'Crowdsourcing' Skilled Citizens",  International Conference on Social Computing and its Applications (SCA2011), 12-14 December 2011, Sydney Australia

Schoenharl, T., &  Madey, G. (2011). "Design and implementation of an agent-based simulation for emergency response and crisis management". Journal of Algorithms & Computational Technology, 5(4), 601-622.

Ryan C Kennedy, Maria F Unger, Scott Christley, Frank H Collins and Gregory R Madey, "An automated homology-based approach for identifying transposable elements", BMC Bioinformatics, 12:130, 2011. (online)

Ibrahim Elsayed,Gregory Madey,Peter Brezany, "Portals for collaborative research communities: two distinguishing case studies", Concurrency and Computation: Practice and Experience, 2: 269-278, 2011.

Chen, F., Zhai, Z., & Madey, G. (2011, April). "Dynamic adaptive  disaster simulation: developing a predictive model of emergency behavior using cell phone and GIS data". In Proceedings of the 2011 Workshop on Agent-Directed Simulation (pp. 5-12). Society for Computer Simulation International.

Arifin, S. M., Gregory J. Davis, Steve Kurtz, James E. Gentile, Ying  Zhou, and Gregory R. Madey. "Divide and conquer: A four-fold docking  experience of agent-based models." In Proceedings of the Winter Simulation Conference, pp. 575-586. Winter Simulation Conference, 2010.

Timothy Wright and Greg Madey, "Discretionary Access Controls for a Collaborative Virtual Environment", The International Journal of Virtual Reality,  9(1) pp 61-71, 2010.

Van Antwerp, Matthew, and Greg Madey. "Warehousing and Studying Open Source Versioning Metadata." Open Source Software: New Horizons. Springer Berlin Heidelberg, 2010. 413-418.

Van Antwerp, Matthew, and Greg Madey. "Open Source Software Developer and Project Networks." Open Source Software: New Horizons. Springer Berlin Heidelberg, 2010. 407-412.

Agerfalk, Par J., Cornelia Boldyreff, Jesus M. Gonzalez-Barahona, Gregory R. Madey, and John Noll, eds. Open Source Software: New Horizons: 6th International IFIP WG 2.13  Conference on Open Source Systems, OSS 2010, Notre Dame, IN, USA, May  30-June 2, 2010, Proceedings. Vol. 319. Springer, 2010.

Niaz Arifin, S. M., Ryan C. Kennedy, Kelly E. Lane, Agustin Fuentes,  Hope Hollocher, and Gregory R. Madey. "P-SAM: a post-simulation analysis module for agent-based models." In Proceedings of the 2010 Summer Computer Simulation Conference, pp. 350-357. Society for Computer Simulation International, 2010.

Arifin, S. N., Davis, G. J., Zhou, Y., & Madey, G. R. (2010, July).  Verification & validation by docking: a case study of agent-based  models of Anopheles gambiae. In SummerSim (pp. 236-243).

Kirkness, Ewen F., Brian J. Haas, Weilin Sun, Henk R. Braig, M.  Alejandra Perotti, John M. Clark, Si Hyeock Lee,Hugh M. Robertson, Ryan C. Kennedy, Eran Elhaiki, Daniel Gerlachj,k, Evgenia V. Kriventsevaj,k, Christine G. Elsik, Dan Graur, Catherine A. Hill, Jan A. Veenstra, Brian Walenz, José Manuel C. Tubío, José M. C. Ribeiro, Julio Rozas, J. Spencer Johnston, Justin T. Reese, Aleksandar Popadic, Marta Tojo, Didier Raoult, David L. Reed, Yoshinori Tomoyasu, Emily Kraus, Omprakash Mittapalli, Venu M. Margam, Hong-Mei Li, Jason M. Meyer, Reed M. Johnson, Jeanne Romero-Severson, Janice Pagel VanZee, David Alvarez-Ponce, Filipe G. Vieira, Montserrat Aguadé, Sara Guirao-Rico, Juan M. Anzola, Kyong S. Yoon, Joseph P. Strycharz, Maria F. Unger, Scott Christley, Neil F. Lobo, Manfredo J. Seufferheld, NaiKuan Wang, Gregory A. Dasch, Claudio J. Struchiner, Greg Madey, et al. "Genome sequences of the human body louse and its primary endosymbiont provide insights  into the permanent parasitic lifestyle." Proceedings of the National Academy of Sciences 107, no. 27 (2010): 12168-12173.

Matthew Van Antwerp and Greg Madey, "The Importance of Social Network Structure in the Open Source Software Developer Community",  HICSS-43, Kauai, Hawaii, January 2010.

Cynthia Nikolai, Michael Prietula, Irma Becerra-Fernandez and Greg Madey, "Project Ensayo: Designing a Virtual Emergency Operations Center", IEEE International Conference on Systems, Man, and Cybernetics - Homeland Security, San Antonio, Texas, October 2009

Kennedy, R.C., Lane, K.E., Arifin, S. M. Niaz, Fuentes, A., Hollocher, H., Madey, G.R., "A GIS
Aware Agent-Based Model of Pathogen Transmission," International Journal of Intelligent Control and Systems, Vol. 14, No. 1, March 2009, 51-61.

Alec Pawling and Greg Madey, "Feature Clustering for Data Steering in Dynamic Data Driven Application Systems", Allen, G.; Nabrzyski, J.; Seidel, E.; van Albada, G.D.; Dongarra, J.; Sloot, P.M.A.  (Eds.): ICCS 2009, Part II, LNCS 5545, Springer-Verlag Berlin/Heidelberg, pp. 460–469, 2009.

Nikolai, Cynthia and Madey, Gregory, "'Tools of the Trade: A Survey of Various Agent Based Modeling Platforms", Journal of Artificial Societies and Social Simulation 12(2)2, 31-Mar-2009, <http://jasss.soc.surrey.ac.uk/12/2/2.html>.

Timothy Schoenharl, Zhi Zhai, Ryan McCune, Alec Pawling and Greg Madey, "Design and Implementation of An Agent-Based Simulation for Emergency Response and Crisis Management", Agent-Directed Simulation Symposium (ADS'09),  The Society for Modeling and Simulation International (SCS),  San Diego, March 2009.

Ryan C. Kennedy, Kelly E. Lane, Agustín Fuentes, Hope Hollocher and Greg Madey , "Spatially Aware Agents: An effective and efficient use of GIS data within an Agent-based Model", Agent-Directed Simulation Symposium (ADS'09),  The Society for Modeling and Simulation International (SCS),  San Diego, March 2009.

Cynthia Nikolai and Gregory Madey, "Agent Based Modeling Toolkit Search Engine", Agent-Directed Simulation Symposium (ADS'09),  The Society for Modeling and Simulation International (SCS),  San Diego, March 2009.

Nikolai, Cynthia, and Gregory Madey. "Searchable taxonomies of agent based modeling toolkits." Proceedings of the 2009 Spring Simulation Multiconference. Society for Computer Simulation International, 2009.

Timothy E. Wright and Greg Madey , "A Survey of Technologies for Building Collaborative Virtual Environments", The International Journal of Virtual Reality, 8(1): 53-66, 2009.

Daniel Lawson, Peter Arensburger, Peter Atkinson, Nora J. Besansky, Robert V. Bruggner, Ryan Butler, Kathryn S. Campbell, George K. Christophides, Scott Christley, Emmanuel Dialynas, Martin Hammond, Catherine A. Hill, Nathan Konopinski, Neil F. Lobo, Robert M. MacCallum, Greg Madey, Karine Megy, Jason Meyer, Seth Redmond, David W. Severson, Eric O. Stinson, Pantelis Topalis, Ewan Birney, William M. Gelbart, Fotis C. Kafatos, Christos Louis, and Frank H. Collins, "VectorBase: a data resource for invertebrate vector genomics", Nucleic Acids Research. 2009 January; 37(Database issue): D583–D587

Matthew Van Antwerp and Greg Madey, "Advances in the SourceForge Research Data Archive (SRDA)", The 4th International Conference on Open Source Systems, IFIP 2.13 - (WoPDaSD 2008),  Milan, Italy, September 2008.

Timothy Schoenharl and Greg Madey, "Evaluation of Measurement Techniques for the Validation of Agent-Based Simulations Against Streaming Data",  International Conference on Computational Science, Krakow,  June 2008

Alec Pawling, Tim Schoenharl, Ping Yan, and Greg Madey, "WIPER: An Emergency Response System", ISCRAM2008, Washington, D.C., May 2008

Tim Wright, and Greg Madey, "Explorations in Building a Virtual Emergency Operations Center using Collaborative Virtual Environment", ISCRAM2008, Washington, D.C., May 2008

Scott Christley, Neil Logo, and Greg Madey, "Multiple Organism Algorithm for Finding Ultraconserved Elements",  BMC Bioinformatics, Vol. 9, No. 15, January 2008.

Irma Becerra-Fernández, Greg Madey, Michael Prietula, Domingo Rodríguez, Ricardo Valerdi, and Timothy Wright, "Design and Development of a Virtual Emergency Operations Center for Disaster Management Research, Training, and Discovery", HICSS-41,  Big Island, Hawaii, January 2008.

Alec Pawling, Nitesh V. Chawla, Greg Madey, "Anomaly Detection in a Mobile Communication Network", Computational & Mathematical Organization Theory, Vol. 13, No. 4, December 2007.

Stephen E. Cabaniss, Greg Madey, Laura Leff, Patricia A. Maurice and Robert Wetzel, "A stochastic model for the synthesis and degradation of natural organic matter part II: molecular property distributions", Biogeochemistry, Vol. 86, No. 3, December 2007.

Julian Candia, Marta C. Gonzalez, Pu Wang, Timothy Schoenharl, Greg Madey, Albert-Laszlo Barabasi, "Uncovering individual and collective human dynamics from mobile phone records", Journal of Physics A: Mathematical and Theoretical, forthcoming,  also, eprint arXiv: 0710.2939, October 2007.

Paul R. Brenner, Megan Schroeder, and Greg Madey, "Student Engineering Reaching Out: Case Studies in Service Learning and a Survey of Technical Need", Frontiers in Education (FIE-2007), October 2007, Milwaukee, WI.

Stephen E. Cabaniss, Patricia A. Maurice, and Greg Madey, "A stochastic model for the synthesis and degradation of natural organic matter. Part III: Modeling Cu(II) complexation", Applied Geochemistry, Volume 22, Issue 8, August 2007, 1646-1658

Xiaorong Xiang and Greg Madey, "Improving the Reuse of Scientific Workflows and Their By-products", IEEE International Conference on Web Services, July 2007, Salt Lake City, UT

Becerra-Fernandez, I. Prietula, M., Madey, G. , Rodriguez, D., "Project Ensayo: a Virtual Emergency Operations Center for Disaster Management Research, Training, and Discovery."  Presentation and Proceedings, The First International Conference on Global Defense and Business Continuity (ICGD&BC 2007),  July 2007, San Jose, CA.

Yongqin Gao and Greg Madey, "Network Analysis of the SourceForge.net Community", The Third International Conference on Open Source Systems (OSS 2007), IFIP WG 2.13, Limerick, Ireland, June 2007.

Scott Christley and Greg Madey, "Global and Temporal Analysis of Social Positions at SourceForge.net," The Third International Conference on Open Source Systems (OSS 2007), IFIP WG 2.13, Limerick, Ireland, June 2007.

Gregory R. Madey, Albert-László Barabási, Nitesh V. Chawla, Marta Gonzalez, David Hachen, Brett Lantz, Alec Pawling, Timothy Schoenharl, Gábor Szabó, Pu Wang and Ping Yan, "Enhanced Situational Awareness: Application of DDDAS Concepts to Emergency and Disaster Management ", in International Conference on Computational Science, serial Lecture Notes in Computer Science (LNCS 4487), Y. Shi, G. D. van Albada, J. Dongarra, and P. M. A. Sloot, Eds., May 2007, pp. 1090-1097

Yongqin Gao, Matthew Van Antwerp, Scott Christley and Greg Madey, "A Research Collaboratory for Open Source Software Research", In the Proceedings of the 29th International Conference on Software Engineering + Workshops (ICSE-ICSE Workshops 2007), International Workshop on Emerging Trends in FLOSS Research and Development (FLOSS 2007), Minneapolis, MN, May 2007.

Becerra-Fernandez, I. Prietula, M., Madey, G. , Rodriguez, D., Gudi, A., and Rocha, J., "Project Ensayo: A Virtual Emergency Operations Center ", Sixteenth International Conference on Management of Technology (IAMOT'07), May 2007, Miami Beach, Florida.

Yongqin Gao and Greg Madey, "Towards understanding: A study of the SourceForge.net community using modeling and simulation", Agent-Directed Simulation (ADS'07) - Part of the 2007 Spring Simulation Multiconference (SpringSim'07), The Society for Modeling and Simulation International (SCS), Norfolk, VA, USA, March 25- 29, 2007

Daniel Lawson, Peter Arensburger, Peter Atkinson, Nora J. Besansky, Robert V. Bruggner, Ryan Butler, Kathryn S. Campbell, George K. Christophides, Scott Christley, Emmanuel Dialynas, David Emmert, Martin Hammond, Catherine A. Hill, Ryan C. Kennedy, Neil F. Lobo, M. Robert MacCallum, Greg Madey, Karine Megy, Seth Redmond, Susan Russo, David W. Severson, Eric O. Stinson, Pantelis Topalis, Evgeny M. Zdobnov, Ewan Birney, William M. Gelbart, Fotis C. Kafatos, Christos Louis and Frank H. Collins, "VectorBase: a home for invertebrate vectors of human pathogens", Nucleic Acids Research, 2007, Vol. 35, Database issue

X. Xiang, G. Madey and J. Romero-Severson, "A Service-oriented Data Integration and Analysis Environment for In-Silico Experiments and Bioinformatics Research", In Proceedings of the 40th Annual Hawaii International Conference on System Sciences (CD-ROM), January 3-6 2007, IEEE Computer Society Press,  (10 pages).

Scott Christley and Greg Madey. "Analysis of activity in the open source software development community". In Proceedings of the 40th Annual Hawaii International Conference on System Sciences (CD-ROM). IEEE Computer Society Press, January 3-6 2007. (10 pages).

Timothy Schoenharl, Ryan Bravo, and Greg Madey, "WIPER: Leveraging the Cell Phone Network for Emergency Response", International Journal of Intelligent Control and Systems, Vol. 11, No. 4, Dec. 2006

J. Xu, S. Christley, G. Madey, "Application of Social Network Analysis to the Study of Open Source Software", The Economics of Open Source Software Development, eds. Jürgen Bitzer and Philipp J.H. Schröder, Elsevier Press, 2006

X. Xiang, Y.Huang, G. Madey, S. Cabaniss, L. Aurthurs, P. Maurice, "Modeling the Evolution of Natural Organic Matter in the Environment with an Agent-based Stochastic Approach", Natural Resource Modeling Journal, vol. 9, number 1, Spring 2006, pp. 67-90

Greg Madey, Gabor Szabo, Albert-László Barabási,"Wiper: The integrated wireless phone based emergency response system." in International Conference on Computational Science, ser. Lecture Notes in Computer Science, V. N. Alexandrov, G. D. van Albada, P. M. A. Sloot, and J. Dongarra, Eds., vol. 3993. Springer, 2006, pp. 417–424.

Ryan C. Kennedy, Xiaorong Xiang, Thomas F. Cosimano, Gregory R. Madey, Stephen E. Cabaniss, "Verification and Validation of Agent-based and Equation-based Simulations: A Comparison", Agent-Directed Simulation (ADS 2006-SpringSim'06), Huntsville, AL, April 2006.

Timothy Schoenharl and Greg Madey, "A Topological Exploration of Self-Organizing Neural Network Structures Using Agent-Based Modeling", Agent-Directed Simulation (ADS 2006-SpringSim'06), Huntsville, AL, April 2006.

Scott Christley and Greg Madey, "Abstract Process Model for Systems Biology", Agent-Directed Simulation (ADS 2006-SpringSim'06), Huntsville, AL, April 2006.

Timothy Schoenharl and Greg Madey, "ABNNSIM: An Agent Based Modeling Approach to Simulating Neural Networks", Agent-Directed Simulation (ADS 2006-SpringSim'06), Huntsville, AL, April 2006.

Peter Meso, Greg Madey, Marvin Trout, Jes Leigle, "The Knowledge Management Efficacy Of Matching Information Systems Development Methodologies With Application Characteristics - An Experimental Study", Journal of Systems and Software, volume 79, Issue 1, January 2006, pp. 15-28.

W. Acosta and G. Madey, "Designing Flexible Distributed Component Systems," in  The Development of Component-based Information Systems, eds., M. Lycett, S. de Cesare and R. Macredie, M.E. Sharpe Inc, 2005.

Cabaniss, S. E., Madey, G., Leff, L., Maurice, P., Wetzel, R., "A Stochastic Model for the Synthesis and Degradation of Natural Organic Matter. Part I. Data Structures and Reaction Kinetics",  Biogeochemistry, Springer, Volume 76, Number 2, November 2005, pp. 319 - 347

Greg Madey, Curt Freeland, Paul Brenner, "A Service Learning Program for CSE Students", The 2005 Frontiers in Education Conference (FIE 2005), Indianapolis, IN, October 2005. (pdf)

Ryan C. Kennedy, Xiaorong Xiang, Greg Madey, Thomas F. Cosimano,  "Verification and Validation of Scientific and Economic Models", Agent2005, Chicago, October 2005.

Y. Huang, X. Xiang, G. Madey, S. Cabaniss, "Agent-based Scientific Simulation", IEEE Computing in Science & Engineering, Jan-Feb 2005, pp. 22-29.

Yingping Huang, Greg Madey, "Autonomic Web-Based Simulation", 38th Annual Simulation Symposium, San Diego, CA, April 2005

Xiaorong Xiang, Ryan Kennedy, Greg Madey, "Verification and Validation of Agent-based Scientific Simulation Models", Agent-Directed Simulation Conference, San Diego, CA, April 2005

Bren Mochocki, Greg Madey, "H-MAS: A Heterogeneous, Mobile, Ad-hoc Sensor-Network Agent Simulation Environment", Agent-Directed Simulation Conference, San Diego, CA, April 2005

Yongqin Gao, Greg Madey, Vince Freeh, "Modeling and Simulation of the Open Source Software Community", Agent-Directed Simulation Conference, San Diego, CA, April 2005

Matthias Scheutz and Greg Madey, "tMANS - the Multi-Scale Agent-Based Network System for the Study of Interactions between Neuronal Mechanisms and Population Dynamics", Agent-Directed Simulation Conference, San Diego, CA, April 2005.

Jin Xu, Yongqin Gao, Scott Christley, Greg Madey, "A Topological Analysis of the Open Source Software Development Community", The 38th Hawaii International Conference on Systems Science, Hawaii, January 2005.

Scott Christley, Xiaorong Xiang, Greg Madey, "An Ontology for Agent-based Modeling and Simulation", Agent2004, October 2004, Chicago, IL.

Scott Christley, Jin Xu, Yongqin Gao, Greg Madey, "Public Goods Theory of the Open Source Development Community", Agent2004, October 2004, Chicago, IL.

Xiaorong Xiang, Greg Madey, "A Semantic Web Services Enabled Web Portal Architecture", IEEE International Conference on Web Services (ICWS 2004), July 6-9 2004, San Diego, CA

Scott Christley, Greg Madey, "Cultural Dissemination using a Quantum Model", NAACSOS Conference, Pittsburgh, June 2004

L. Arthurs, P. A. Maurice, X. Xiang, R. Kennedy, G. R. Madey, "Agent-based stochastic simulation of natural organic matter adsorption and mobility in soils", Eleventh International Symposium on Water-Rock Interaction , June 2004

Jin Xu and Greg Madey, "Exploration of the Open Source Software Community", NAACSOS Conference, Pittsburgh, June 2004.

Yongqin Gao, Yingping Huang and Greg Madey, "Data Mining Project History in Open Source Software Communities", NAACSOS Conference, Pittsburgh, June 2004.

Yingping Huang, Xiaorong Xiang, Gregory Madey, "A self-manageable infrastructure for supporting Web-based simulations", 37th Annual Simulation Symposium, Arlington, VA, April 2004

Michael Kirkpatrick and Greg Madey, "Simulation of Swarm Intelligence-Based Message Broadcast in Highly Mobile Ad Hoc Networks", 2004 Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS'04) [at the 2004 Western Simulation MultiConference (WMC'04)], San Diego, January 2004

Xiaorong Xiang, Yingping Hunag, Greg Madey and Steve Cabaniss, "AWeb-based Collaboratory for Supporting Environmental Science Research", Workshop on Applications, Products and Services of Web-based Support Systems at the Joint International Conference on Web Intelligence (2003 IEEE/WIC) and Intelligent Agent Technology, Halifax, Canada, October 2003, pp. 29-36.

Xiaorong Xiang, Greg Madey, Yingping Hunag and Steve Cabaniss, "A Web Portal for Environmental Research", ed. Arno Scharl, Environmental Online Communication, Springer, London, 2004.

J. Xu, Y. Huang, and G. Madey, "A Research Support System Framework for Web Datamining Research", Workshop on Applications, Products and Services of Web-based Support Systems at the Joint International Conference on Web Intelligence (2003 IEEE/WIC) and Intelligent Agent Technology, Halifax, Canada, October 2003, pp. 37-41.

T. Schoenharl and G. Madey, "Using Agent-Based Modeling in the Exploration of Self-Organizing Neural Networks", Workshop on Agent and Swarm Programming (WASP2003), Cleveland, OH

G. Madey, V. Freeh, and R. Tynan, "Modeling the F/OSS Community: A Quantitative Investigation,"  in Free/Open Source Software Development, ed., Stephan Koch, Idea Publishing, 2004.

Greg Madey, Vincent Freeh, Renee Tynan, Yongqin Gao, Chris Hoffman, "Agent-based Modeling and Simulation of Collaborative Social Networks", AMCIS 2003, Tampa, FL.

Yongqin Gao, Vince Freeh, and Greg Madey, "Conceptual Framework for Agent-based Modeling and Simulation", NAACSOS Conference 2003, Pittsburgh.

Yongqin Gao, Vince Freeh, and Greg Madey, "Analysis and Modeling of the Open Source Software Community", NAACSOS Conference 2003, Pittsburgh.
 
Jin Xu, Yongqin Gao, Geoff Goett, and Greg Madey, "A Multi-Model Docking Experiment of Dynamic Social Network Simulations", Agents 2003, Chicago, IL., Oct. 2003.

Xiaorong Xiang, Greg Madey, Yingping Huang and Steve Cabaniss, "A Stochastic Simulation of Natural Organic Matter and Microbes in the Environment", 2003 World Conference on Natural Resource Modeling, vol. 10, (2003) [Selected Best Student Paper Presentation]

G., Madey,  Freeh, V., and Tynan, R. Agent-Based Modeling of Open Source using Swarm. Americas Conference on Information Systems (AMCIS2002). Dallas, TX, 2002. pp. 1472-1475

G., Madey,  Freeh, V., and Tynan, R. The Open Source Software Development Phenomenon: An Analysis Based on Social Network Theory. Americas Conference on Information Systems (AMCIS2002). Dallas, TX, 2002. pp. 1806-1813

G., Madey,  Freeh, V., and Tynan, R. Understanding OSS as a Self-Organizing Process. The 2nd Workshop on Open Source Software Engineering at the 24th International Conference on Software Engineering (ICSE2002). Orlando, FL, 2002.

M.J. Lenard, P. Alam, D. Booth, and G. Madey, Decision Making Capabilities of a Hybrid System Applied to the Auditor's Going Concern Assessment," International Journal of Intelligent Systems in Accounting, Finance & Management, Vol. 10, No. 1, pp. 1-23, 2001.

A. Burns, G. Madey, "A Technological Knowledge-Based System for Sharing Knowledge in Product Development," Proceedings of the 14th International Conference on Computer Applications in Industry and Engineering (CAINE-2001), Las Vegas, November 2001

V. Andronache, G. Madey, "A Reflective, Adaptive Approach to Agent Design for Electronic Commerce," Proceedings of the 6th Conference on Information Systems and Technology, Miami Beach, FL, 2001

C. Riggle, G. Madey and S. Chinn, Nonlinear Dynamical and Chaotic Behavior in Workflow Process Modeling," Proceedings of the DSI Annual Conference, Orlando, FL, November 2000.

S. Chinn and G. Madey, "Temporal representation and reasoning for workflow in engineering design change review," IEEE Transactions on Engineering Management,  Vol. 47, No. 4, pp. 485-492, 2000

Presentations

Nickolai, C., Madey, G., "Anatomy of a Toolkit: A Comprehensive Compendium of Various Agent-Based Modeling Toolkits on the Market Today", Agent 2007, Argonne National Laboratory, Chicago, IL, November 2007.

Schoenharl, T., Van Antwerp, M., Madey, G., "Patterns in Modeling: A Case Study on Applying Techniques from Pattern-Oriented Modeling and Design Pattenrs to Simulation Design", Swarmfest 2007, Chicago, IL, July 2007

Madey, G. R., Cabaniss, S. E., Maurice, P. A., Xiang, X., Arthurs, L., Kennedy, R., Huang, Y., "Online Collaboratory for NOM Research: Agent-based Simulations, Data-Mining, and Knowledge-Discovery", Aquatic Sciences Meeting, American Society of Limnology and Oceanography (ALSO), February 2005, Salt Lake City, UT.

Cabaniss, S. E., Madey, G. R., Leff, L. G., Maurice, P. A., Wetzel, R. G., "Agent-based Simulation Of Nom: Predicting Ion Binding, Light Absorption And Microbial Utilization", Aquatic Sciences Meeting, American Society of Limnology and Oceanography (ASLO), February 2005, Salt Lake City, UT.

Cabaniss, S.E., Madey, G.R., Maurice, P.A., Leff, L.G., "Stochastic Simulation of NOM Formation and Transformation in Surface Waters", ASLO2004 - Aquatic Sciences Meeting, Savannah, GA, June 2004

G. Madey, "The Computer Experiment in Computational Social Science", Eigth Annual Swarm Research Meeting, University of Michigan, Ann Arbor, MI, May 2004.

T. Schoenharl and G. Madey, "Agent Based Exploration of Self Organizing Neural Networks", Understanding Complex Systems Symposium, Department of Physics, University of Illinois, May 2004.

S. Christley and G. Madey, "Dissemination of Culture using a Quantum Model", Understanding Complex Systems Symposium, Department of Physics, University of Illinois, May 2004.

Y. Huang and G. Madey, "Web Data Integration Using Approximate String Join",  The 13th International ACM WWW Conference (WWW2004), New York, May 19, 2004.

G. Madey, "An Investigation into the Free/Open Source Software Phenomenon using Data Mining, Social Network Theory, and Agent-Based Simulation" (invited presenation), NFS Workshop on Continuous (Re)Design of Open Source Software, Urbana-Champaign, October 2003.

Agent-based simulation of biocomplexity: Effects of adsorption on natural organic mobility through soils, American Chemical Society National Meeting, New York, Sept 2003 (with Leilani Arthurs, Patricia Maurice, Xiaorong Xiang, and Yingping Huang)

Using Swarm Intelligence to Broadcast Messages in Highly Mobile Ad Hoc Networks, Seventh Annual Swarm Researchers Meeting (Swarm2003), Notre Dame, IN, 2003 (with M. Kirkpatrick)

Web-based Molecular Modeling using Java/Swarm, J2EE, and RDBMS Technologies, Seventh Annual Swarm Researchers Meeting (Swarm2003), Notre Dame, IN, 2003 (with Y. Huang)

H-MAS: A Heterogeneous, Mobile, Ad-Hoc Sensor-Network Simulation Environment, Seventh Annual Swarm Researchers Meeting (Swarm2003), Notre Dame, IN, 2003 (with B. Mochocki)

Exploring performance improvement for Java-based scientific simulations that use the Swarm Toolkit, Seventh Annual Swarm Researchers Meeting (Swarm2003), Notre Dame, IN, 2003 (with X. Xiang)

Stochastic synthesis model for the evolution of natural organic matter. 225th American Chemical Society National Meeting. New Orleans, LA: ACS, 2003 (with S. Cabanis, et. al).

Simulation of Biocomplexity: Interactions of NOM, Mineral Surfaces, and Microorganisms inSoils. ASLO 2003 - Aquatic Sciences Meeting. Salt Lake City, UT: ASLO, 2003 (with Huang, Y., Xiang, X., Chanowich, E., Cabaniss, S. and Maurice, P.)

An Analysis of Open Source Software Development Using Social Network Theory and Agent-Based Modeling. The 2nd Lake Arrowhead Conference on Human Complex Systems. Lake Arrowhead, CA, USA, 2003 (with V. Freeh and R. Tynan).

Complex system simultion: interactions of NOM molecules, mineral surfaces, and microorganisms in the soil. Modeling Complex Systems. Reno, NV: US Geological Survey, 2002 (with  Huang, Y., Xiang, X., Chanowich, E., Cabaniss, S. and Maurice, P.)

"Chaos-based Random Number Generators," Institute for Operations Research and the Management Sciences (INFORMS), Miami, FL, Nov. 4-7, 2001 (with M. Trout and M. Shankar)

PhD Dissertation Direction:

Ying Zhou
Dissertation defended Summer 2013
Title: A Case Study of Collecting PDA-Based Geo-Tagged Malaria-Related Survey Data, and Agent-Based Entomological Model and Two Applications

S M Niaz Arifin

Dissertation  defended Summer 2013
Title: A Spatial Agent-Based Model And A Multi-Dimensional Data Warehouse For Malaria Research

Zhi Zhai
Dissertation defended Summer 2013
Title: Technology-Facilitated Crowdsourcing Systems

Matt Van Antwerp

Dissertation defended Spring  2013
Title: Temporal And Topological Analysis Of Open Source Software Networks

James Gentile
Dissertation Defended Spring 2013
Title: Development, Verification And Usage Of A Model For The Primary Vector For Malaria

Alec Pawling
Dissertation defense completed Spring 2011
Title: Data Warehousing for Social Networking and Human Mobility Research and Detecting Real-World Events in Space and Time Using Feature Clustering

Ryan Kennedy
Dissertation defense completed Spring 2011
Title: Identification and Annotation of Transposable Elements and Agent- and GIS-Based Modeling of Pathogen Transmission

Tim Wright
Dissertation defense completed Spring 2009
Title: Privacy and Integrity in Collaborative Virtual Environments
Dissertation proposal completed Spring 2008

Scott Christley
Dissertation defense completed March 2008
Title: Modeling and Simulation of Vertebrate Limb Development and Algorithms for Comparative Genomics
Dissertation Proposal Spring 2006
Hypothesis Generation for Process Models of Systems Biology using Simulation

Tim Schoenharl
Dissertation Defense completed Summer 2007
Title: Creating, Updating and Validating Simulations in a Dynamic Data-Driven Application System
Dissertation proposal completed Spring 2006

Yongqin Gao
Dissertation defense completed Fall 2006
Title: Computational Discovery in Evolving Complex Networks
Dissertation Proposal Summer 2004
Temporal Data Mining

Xiaorong Xiang
Dissertation defense completed Spring 2007
Title: Service-oriented architecture for integration of bioinformatic data and applications
Dissertation Proposal: Summer 2004

Jin Xu
Dissertation defense completed Spring 2007
Title: Mining and Modeling the Open Source Software Community
Dissertation Proposal: Fall 2003

Yingping Huang
Dissertation Completed Spring 2005
Title: Infrastructure, Data Cleansing and Mining for Support of Scientific Simulations

Masters Thesis Direction:

Aaron Huus
Thesis Completed: April 2013
Title: Modern Computing Paradigms: Mobile Applications and Infrastructure as Code

Matt Van Antwerp
Thesis Completed: April 2009
Title: Studying open source versioning metadata.

Ryan Kennedy
Thesis Completed Spring 2006
Title: Verification and Validation of Agent-Based and Equation-Based Simulations and Bioinformatics Computing: Identifying Transposable Elements in the Aedes aegypti Genome

Tim Schoenharl
Thesis completed April 2005
Title: Agent Based Modeling Approach to Self-Organizing Neural Networks

Yongqin Gao (with Vince Freeh)
Thesis completed: Fall 2003
Title: Topology and Evolution of the Open Source Community

Xiaorong Xiang
Thesis completed: Spring 2003
Title: Agent-based Scientific Applications and Collaboration Using JAVA

Yingping Huang
Thesis completed: Fall 2002
Title: Infrastructure, Query Optimization, Data Warehousing and Data Mining for Scientific Simulation

Committee Member (reader): Dissertations and Theses (at Notre Dame)

PhD Dissertations: Marc Ma, Sean Luan, Bin Xu, Damon Woodard, Virgil Andronache, Xiaodong Wu, Seok-Hyeon Kim (Economics), Xin Chen, Xiaomei Liu, Marc Ma, Paul Schermerhorn, Chao Wang, Damon Woodward, Xiaodong Wu, Ping Yan, Trevor Cickovski, Jeff Hemmes, Justin Wosniak, Sarah Frost-Murphy, James Krammer, Kelly Lane (Biology), Leilani Arthurs (Civil Engineering), Kyle Wheeler, Chenbang Huang

MS Theses: Scott Hampton, Alice Ko, Xin Chen, Jin Xu, Sean Luan, Xiaomei Liu, Marc Ma, Chao Wang, Ping Yan, Trevor Cickovski, Jeffrey Spies (Psychology), Robert Bruggner (Biology), Christopher Middendorf, Alec Pawling, Scott Christley (Mathematics), E. O. Stinson (Biology), Timothy Brick (Psychology), Jin Xu, Haushu Wang, Donglin Liu, Edward Kang, Scott Hampton

External PhD Examiner: Sureecut Inmor, Asian Institute of Technology

External Funding

NSF ITR: Stochastic Synthesis - Simulating the Environmental Transformations of Natural Organic Matter (2001-2004), PI,  $135,000

NSF IIS/DST: Understanding Open Source Software Development (2002-2005), PI, $310,000

NSF/MRI, Notre Dame Biocomplexity Computer Cluster, Grant No. DBI04-20980 (2004-2006), co-PI, $160,000

NSF CISE/CNS, Grant No. CNS-0540348, DDDAS-SMRP: Integrated Wireless Phone Based Emergency Response System (WIPER), (2006-2009), PI, $516,000

VORTEX-Winds: A Virtual Organization for Reducing the Toll of EXtreme Winds on Society, An Engineering Virtual Organization (EVO), NSF Grant No.CBET-0742191, (2007-2009), co-PI, $200,000

The Malaria Transmission Consortium,
Bill & Melinda Gates Foundation, (2007-2014), co-PI, $20,000,000

NSF CRI:CRD Data Archive & Collaboratory for Research on Open Source Software Development (2008-2009), PI, $66,000

NSF Collaborative Research: II-NEW: Ensayo - A Virtual Emergency Operations Center, (2009-2013), Grant No. CNS-0855164, PI, $140,000

NSF CDI-Type II: Open Sourcing the Design of Civil Infrastructure (OSD-CI),  (2009-2013), Grant No. CBET-0941565, co-PI, $1,450,000

NIH/NIAID VectorBase: Bioinformatics Resource Center for Infectious Diseases, No. HHSN272200900039C, (2009-2014) co-PI, $14,621,665

Dynamic Predictive Simulations of Agent Swarms, (2011-2013), AFOSR, Award No. FA9550-11-1-0351, PI, $200,000

Bill & Melinda Gates Foundation: VECNet Cyberinfrastructure Development, (2013), PI,  $846,200

Bill & Melinda Gates Foundation: VecNet, (2014-2015), co-PI, $1,428,782

PROFESSIONAL MEMBERSHIPS

AIS, ACM,  IEEE Computer Society, Informs, International Society for Computer Simulation (SCS)


LISTING OF RESEARCH PUBLICATIONS AND PROFESSIONAL ACTIVITIES PRIOR TO JOINING THE UNIVERISTY OF NOTRE DAME

Papers Published in Refereed Journals

M. Raghunathan and G. Madey, "A Firm-Level Framework for Planning Electronic Commerce Information Systems Infrastructure," International Journal of Electronic Commerce, Vol. 4, No. 1, Fall 1999.

S. Chinn and G. Madey, "Extending CLIPS to support temporal representation and reasoning," Expert Systems, Vol. 16, No. 2, pp. 72-86, May 1999.

M. K. McGowan and G. Madey, "The Relationship of Organizational Factors and the Extent of E.D.I. Implementation in U. S. Firms,"  Information Resources Management Journal, Vol. 11, No. 3, pp. 17-27, Summer 1998.

M. J. Lenard, P. Alam, and G. Madey, "The Design and Validation of a Hybrid Information Systems  for the Auditor's Going Concern Decision," Journal of Management Information Systems, Vol. 14, No. 4, Spring 1998.

S. Chinn and G. Madey, "A Framework for Developing and Evaluating Expert Systems for Temporal Business Applications," Expert Systems with Applications, Vol. 12, No. 3, pp.393-404, 1997.

C. Riggle and G. Madey, "An Analysis of the Impact of Chaotic Dynamics on Management Information Flow Models," European Journal of Operational Research, Vol. 103, p. 242-254, 1997.

G. Madey and F. Descenzo, "IC Chip Design: Nonlinear Optimization Using Neural Network Function approximations," Journal of Mathematical Modeling and Scientific Computing, June 1997.

M. Nour and G. Madey, "Heuristic and Optimization Approaches to Extending the Kohonen Self-Organizing Algorithm," European Journal of Operational Research, 93, 1996, 428-448.

M. Lenard, P. Alam, and G. Madey, "The Application of Neural Networks and a Qualitative Response Model to the Auditor's Going Concern Uncertainty Decision," Decision Sciences, vol. 26, no. 2, March/April 1995, p. 209-227.

A. Stylianou, R. Smith, and G. Madey, "An Empirical model for the Evaluation and Selection of Expert System Shells," Expert Systems With Applications, vol. 8, no 1, pp143-155, 1995.

B. Osyk, M. Hung and G. Madey, "A Neural Network Model for Fault Detection in Conjunction with a Programmable Logic Controller," Journal of Intelligent Manufacturing, vol. 5, pp. 67-78, 1994.

V. Eschiakal, R. Smith, and G. Madey, "The Impact of Learning Style on Problem-Solving Performance in a Hypertext Environment," Hypermedia, Vol. 6, No. 2, 1994.

V. Eschiakal, G. Madey, and R. Smith, "A TQM Decision Support System: A Hypertext Based Approach," Journal of Information Systems Management, Fall 1993.

G. Madey and A. Stylianou, "The Use of Expert Systems for Flexible Benefits Counseling," Journal of Management Systems, November 1992.

V. Shah, G. Madey and A. Merhez, "A Methodology for Knowledgebased Scheduling Decision Support," Omega, November, 1992.

A. Stylianou, G. Madey and R. Smith, "Criteria for the Selection of Expert System Shells: A Socio-Technical Framework," Communications of the ACM, November, 1992.

G. Madey, J. Weinroth and V. Shah, "Integration of Neurocomputing and System Simulation for Modeling Continuous Improvement Systems in Manufacturing," Journal of Intelligent Manufacturing, November, 1992.

G. Madey, R. Faley and A. Stylianou, "Guidelines for Developing Your First Expert System Based HRIS," Computers in Personnel, Winter, 1989.

G. Madey, M. Wolfe and J. Potter, "Development of an Expert Investment Strategy System for Aerospace RD&E and Production Contract Bidding," IEEE Transactions on Engineering Management, Vol. EM-34, No. 4, Fall 1987.

S. Stadelman and G. Madey, "Impact of R&M 2000 on Business Planning," IEEE Transactions on Reliability, Vol. R-36, No. 3, August 1987.

G. Madey and B. Dean, "Strategic Planning for Investment in R&D Using Decision Analysis and Mathematical Programming," IEEE Transactions on Engineering Management, May 1985.

Refereed Book Chapters

M. K. McGowan and G. Madey, "Adoption and Implementation of Electronic Data Interchange," Information Technology, Diffusion and Innovation, eds., Tor Larsen and Gene McGuire, Idea Publishing, Hershey, PA, p. 116-140, 1998.

G. Madey, J. Weinroth and V. Shah, "Hybrid Intelligent Systems for Manufacturing Problem Solving," in Intelligent Manufacturing Systems, ed. C. Dagli, Chapman & Hall, 1994.

G. Madey and B. Dean, "An R&D Project Selection and Budgeting Model Using Decision Analysis and Mathematical Programming," in Management of R&D and Engineering, North-Holland, Amsterdam, ed., D. F. Kocauglu,  1992.

J. Denton and G. Madey, "Impact of Neurocomputing on Operations Research," in The Impact of Recent Computer Advances on Operations Research, eds., R. Sharda et al., published by the Computer Science Section of ORSA, July, 1989.

G. Madey and B. Dean, "A Model for the Selection of an R&D Portfolio Within the Firm," in Project Management: Methods and Studies, Elsevier Science Publishers, 1985.

G. Madey and B. Dean, "A Design-To-Cost Management Model," in Cost Analysis, published by the Operations Research Society of America (MAS), ed., G. R. McNichols,  1984.

Refereed Conference Proceedings


A. Burns, G. Madey, "A Technological Knowledge-Based System for Sharing Knowledge in Product Development," Proceedings of the 14th International Conference on Computer Applications in Industry and Engineering (CAINE-2001), Las Vegas, November 2001

C. Riggle, G. Madey and S. Chinn, Nonlinear Dynamical and Chaotic Behavior in Workflow Process Modeling," Proceedings of the DSI Annual Conference, Orlando, FL, November 2000.

P. Meso and G. Madey, "A Complexity-Based Taxonomy of Systems Development Methodologies," Proceedings of the Americas Conference on Information Systems, Long Beach, CA, August,, 2000

A. Bollinger and G. Madey, "An Analysis of Electronic Auctions as a Mechanism for Supply Chain Management," Proceedings of the Americas Conference on Information Systems, Long Beach, CA, August,, 2000

S. Gustavson and G. Madey, "The Continued Challenge of Y2K: What Can We Learn," Proceedings of the Americas Conference on Information Systems, Long Beach, CA, August,, 2000

D. Kline, C. Riggle, G. Kohers and G. Madey, "A Survey of Intelligent Agent Literature via Automated Document Analysis," Proceedings of the DSI Annual Conference, Las Vegas, November 1998.

K. Lee and G. Madey, "A MultiLayered Framework for Developing a Web-Based Intelligent Corporate Bond Rating Agent," Proceedings of the Annual Conference of the Association of Information Systems, Baltimore, MD, August, 1998.

A. Burns and G. Madey, "Development of a Web-Based Intelligent Agent for the Fashion Selection and Purchasing Process via Electronic Commerce," Proceedings of the Annual Conference of the Association of Information Systems, Baltimore, MD, August, 1998.

P. Meso and G. Madey, "Developing Web-Based Agents for Knowledge Management," Proceedings of the Annual Conference of the Association of Information Systems, Baltimore, MD, August, 1998.

J. Liegle and G. Madey, "A Prototype Intelligent Tutoring System for Programming Languages:  Adding a User Model and Feedback to Instructional Transaction Shells," Proceedings of the Annual Conference of the Association of Information Systems, Baltimore, MD, August, 1998.

S. Chinn and G. Madey, "Constraint Propagation in Workflow Systems Using CLIPS," Proceedings of the Annual Conference of the Association of Information Systems, Baltimore, MD, August, 1998.

M. J. Lenard, P. Alam, D. Booth, and G. Madey, "An Analysis of Decision Making Capabilities in a Hybrid System: An Example from the Auditing Domain," Proceedings of the American Accounting Association - Midwest Region Meeting, St. Louis, MO, April 1998,

T. Janicki and G. Madey, "Computer Based Training and Distance Education: Success Factors and Evaluation Techniques," Proceedings of ISECON 97, Orlando, FL, October 1997.

J. Liegle and G. Madey, "Web-Based Training: A Case Study on the Development of an Intranet Based Training Course," The Annual Conference of the Association of Information Systems, Indianapolis, IN, August 1997.

S. Chinn and G. Madey, "A Temporal Expert Systems for Engineering Design Change Workflow," The Annual Conference of the Association of Information Systems, Indianapolis, IN, August 1997.

M. Raghunathan and G. Madey, "A Firm Level Framework for Electronic Commerce: An Information Systems Perspective," The Annual Conference of the Association of Information Systems, Indianapolis, IN, August 1997.

M. Epstein and G. Madey, "A Framework for Designing Internet-based Curriculum," The Annual Conference of the Association of Information Systems, Indianapolis, IN, August 1997.

S. Chinn and G. Madey, "Temporal Representation and Reasoning for Workflow in Engineering Design Change Review," The 4th Conference of the International Society for Decision Support Systems (ISDSS97)," Lausanne, Switzerland, July 1997.

D. Kline and G. Madey, "Agents for Collaborative Knowledge Development," The 4th Conference of the International Society for Decision Support Systems (ISDSS97)," Lausanne, Switzerland, July 1997.

M. Raghunathan and G. Madey, "A Firm Level Framework for Electronic Commerce Information Systems (ECIS)," The 4th Conference of the International Society for Decision Support Systems (ISDSS97)," Lausanne, Switzerland, July 1997.

J. O. Liegle and G. Madey, "Investigations into Technologies for Distributed Learning: Lessons Learned from the Development of a Web-Based Training Course," Midwest Decision Sciences Institute, April 1997, Indianapolis, IN

S. Chinn and G. Madey, "Evaluation and Use of Clips for Developing Temporal Expert Systems," IEA/AIE '97 (Tenth International Conference on Industrial and
Engineering Applications of Artificial Intelligence and Expert Systems), June 1997, Athens, Georgia.

M. K. McGowan and G. Madey,  "The Influence of Organizational Factors on the Extent of EDI Implementation in U. S. Firms,"  AIS Conference, August, 1996. Phoenix, AZ

M. K. McGowan and G. Madey,  "Correlates of the Extent of EDI Implementation in U. S. Firms,"  Midwest Decision Sciences Institute, April, 1996.  South Bend, IN

M. Muzumdar  and G. Madey, "The Information Superhighway: Key Elements Affecting its Development and a Framework for Analysis," Proceedings of the Americas Conference on Information Systems, Pittsburgh, PA, August 1995, pp. 217-219.

M. Nour and G. Madey, "Financial Classification and Prediction with the Kohonen Self-Organization Neural Net,"  Proceedings of the Americas Conference on Information Systems, Pittsburgh, PA, August 1995, pp. 418-420.

M. Lenard and G. Madey, "A Hybrid Information System that Combines Statistical and Expert System Models for Decision Making," Proceedings of the Americas Conference on Information Systems, Pittsburgh, PA, August 1995, pp. 424-426.

S. Chinn and G. Madey, "Using Expert Systems to Ensure Temporally Consistent Schema Evolution," Proceedings of the Americas Conference on Information Systems, Pittsburgh, PA, August 1995, pp. 493-495.

S. Chinn and G. Madey, "A Temporal Reasoning Extension for Expert System Shells,"   Proceedings of the Americas Conference on Information Systems, Pittsburgh, PA, August 1995, pp. 532-534.

M. Nour and G. Madey, "A New Kohonen Clustering Network for Bankruptcy Prediction," Proceedings of OAI Neural Networks Symposium (OAINN95), Ohio University, August 1995, pp. 401-408.

G. Madey and Fred Discenzo, "IC Chip Design using a Hybrid Neural Network Approach," Proceedings of OAI Neural Networks Symposium (OAINN95), Ohio University, August 1995, pp. 251-256.

G. Madey, C. Bhansin, S. Alaraini, and M. Nour, "The Development of an Expert System for Wheelchair Selection using CLIPS," Third CLIPS Conference Proceedings, Johnson Space Center, Houston, TX September, 1994, pp. 2-12.

M. Nour, F. Offodile, and G. Madey, A CLIPS-Based Expert System for the Evaluation and Selection of Robots," Third CLIPS Conference Proceedings, Johnson Space Center, Houston, TX September, 1994, pp. 131-140.

G. Madey, F. Dull, D. Kline, and C. Riggle, A Hybrid Neural Network-Optimization Technique, IASTED, Proceedings of the International Conference on Systems and Control, Lugano, Switzerland (June 1994).

V. Shah, G. Madey and J. Weinroth, "A Modeling Approach to JIT Continuous Improvement Systems using Neural Networks and General Purpose Simulation," Proceedings of the DSI, Fall 1990.

V. Shah and G. Madey, "A knowledge Based Decision Support System for Selecting Job Shop Scheduling Algorithms, Proceedings of the DSI, Fall 1990.

G. Madey and J. Weinroth, "Neural Networks and General Purpose Simulation Theory," in the Proceedings of the International Joint Conference on Neural Networks, sponsored by the International Neural Network Society (INNS) and IEEE, Washington, D.C., January 1990.

J. Weinroth and G. Madey, "The Interface between Simulation and Neurocomputing," in the Proceedings of the Conference on AI and Simulation, Society for Computer Simulation, San Diego, CA, January 1990.

G. Madey and B. Dean, "Strategic Planning for Investment in R&D," in Proceedings of the Symposium on the Management of Technological Innovation, Washington, D. C., May 1983.

Other Publications

"Temporal Representation Using CLIPS," 4th CLIPS Conference, proceedings to appear in Expert Systems: Principles and Programming, 3rd ed., J. Giarratono and G. Riley (forthcoming).

"Comprehensive Business Situation Mapping Using CLIPS," 4th CLIPS Conference, proceedings to appear in Expert Systems: Principles and Programming, 3rd ed., J. Giarratono and G. Riley (forthcoming).

"Acquisition Suitability Evaluation Program," ," 4th CLIPS Conference, proceedings to appear in Expert Systems: Principles and Programming, 3rd ed., J. Giarratono and G. Riley (forthcoming).

 "Hypertext-Based GDSS Development," (with V. Eschiakal, Y. Luk Chadbuchouchi), in The Handbook of IS Management, R. E. Umbaugh, ed., Auerbach Publications, Boston, pp. 439-446, 1997.

"TQM, Hypertext, and IS Support," (with V. Esichaikul and R. D. Smith), chapter in Quality and Control in IS, R. E. Umbaugh, ed., Auerbach Publications, Boston, 1994, pp. 227-234.

"Expert Systems for HR Management and Benefits," (with Anthony Stylianou), chapter in the Handbook of Human Resource Information Systems - 1993 Supplement, ed., A. Lederer, Warren Gorman Lamont, Boston, 1993, pp. 9.1 - 9.15.

"But When Will We Be Able To Talk to It — The Evolution of DSS Technology in Goodyear Aerospace Corporation," GER-17298, Goodyear Aerospace Corporation, Akron, OH., August 1985.

"A Multiattribute Utility Analysis and Multiobjective Programming Based DTC Management Model," 51st MORS Symposium, Wright-Patterson Air Force Base, September 1983, (selected as best working group paper in the Decision Analysis Working Group) GER-17248.

"Probability of Contract Win Assessment Using Monte Carlo Simulation," GER-177220, Goodyear Aerospace Corporation, Akron, OH., January 1984.

"A Warsaw Pact Airfield Simulation (AFSIM) Using the General Purpose Simulation System (GPSS)," GER-17099, Goodyear Aerospace Corporation, Akron, OH., September 1982.

Conference/Workshop Presentations

"Chaos-based Random Number Generators," Institute for Operations Research and the Management Sciences (INFORMS), Miami, FL, Nov. 4-7, 2001 (with M. Trout and M. Shankar)
 
"Management of Tacit Inter-Organizational Knowledge Through the Use of Self-Organizing Processes," Institute for Operations Research and the Management Sciences (INFORMS), Philadelphia, PA, Nov. 8-10, 1999 (with N. Johnson)

"Emergent Properties of the Internet," Institute for Operations Research and the Management Sciences (INFORMS), Philadelphia, PA, Nov. 8-10, 1999 (with N. Johnson and S. Rasmussen)

"Web-Based Expert System Development," Institute for Operations Research and the Management Sciences (INFORMS), Cincinnati, OH, May 2-5, 1999 (with A. Burns)

"Automating Knowledge Engineering: An experiment at Web Based Rules Generation," Institute for Operations Research and the Management Sciences (INFORMS), Cincinnati, OH, May 2-5, 1999 (with P. Meso)

"Intelligent Tutoring Systems: Solving the Training Material Sequence Problem with AI," Institute for Operations Research and the Management Sciences (INFORMS), Cincinnati, OH, May 2-5, 1999 (with J. Liegle)

"Design of a Web-Based Bond Rating Agent," Institute for Operations Research and the Management Sciences (INFORMS), Cincinnati, OH, May 2-5, 1999 (with K. Lee)

"Workflow Systems Exhibiting Chaos," CORS/INFORMS, Montreal, CA, April 1998 (with S. Chinn and C. Riggle)

"Organizational Knowledge Management: A Case Study of a Leading Practice in the Professional Services Industry," 1997 SIM Academic Institutional Workshop, December 1997, Atlanta, GA.

"Effects of Chaotic Parameters on Modeling - Implications for AI," INFORMS: Washington, DC; May 5-8, 1996 (with C. Riggle)

"On-Line WWW-Based Distributed Learning Course Development," Kent State University's Third Annual Regional Conference on College Teaching, Kent, Ohio, October 1996

"Low-Cost Distributed Learning Using WWW and CU-SeeMe," Kent State University's Second Annual Regional Conference on College Teaching, Kent, Ohio, October 1995

"An Analysis of Chaos in Management Dynamics," TIMS/ORSA,Thirty-Seventh Joint National Meeting, Boston, MA, April 1994.(with C. Riggle)

"Chaotic Time Series:  Do They Bias the Results of a Forecasting Competition?," The Fourteenth International Symposium on Forecasting, Stockholm, Sweden, June 1994. (with C. Riggle)

"The Changing Face of Randomness:  Implications of Chaos Theory," The Fourteenth International Symposium on Forecasting, Stockholm, Sweden, June 1994 (with C. Riggle)

"An Investigation  of the Use of Feedforward Neural Networks for Forecasting," The Thirteenth Annual International Symposium on Forecasting, Pittsburgh, PA, June 1993

"A Hypertext Based Framework for Forecasting Support Systems," The Thirteenth Annual International Symposium on Forecasting, Pittsburgh, PA, June 1993 (with Craig Williams)

"The Use of Higher Order Networks to Solve Forward Error Decoding Problems in Digital Communication," ORSA/TIMS Chicago, May 1993 (with M. Nour)

"Application of Neural Networks to Cluster Analysis in Group Technology," ORSA/TIMS Chicago, May 1993 (with F. Offodile)

"Neural Network Modeling for VLSI Design," ORSA/TIMS Chicago, May 1993

"Hybrid Intelligent Systems," ORSA/TIMS Chicago, May 1993 (with M. Muzumdar, V. Shah)

"Forecasters Workbench: A Hypertext Based Framework for Forecasting," ORSA/TIMS Chicago, May 1993 (with C. Williams)

"Investigations into the Use of Hypermedia  DSS and GDSS," ORSA/TIMS Chicago, May 1993 (with R. Smith)

"A Comparison of Neural Networks and the Logit Model for Going Concern Audit Qualifications," ORSA/TIMS Orlando, April 1992 (with M.J. Lenard and P. Alam)

"Implementing and Evaluating a Hypertext System for Problem Solving," ORSA/TIMS Orlando, April 1992 (with V. Esichaikul and R. Smith)

"Use of Semistructured Nodes in a Hypertext-Based GDSS," ORSA/TIMS Orlando, April 1992 (with L. Chadbunchachai)

"The Application of Neural Networks to the Simulation and Evaluation of Continuous Improvement Production Control Policies," ORSA/TIMS Orlando, April 1992 (with J. Weinroth and V. Shah)

"Neural Network Applications to Forward Error Correction Coding for Digital Communications," ORSA/TIMS Orlando, April 1992 (with L. Horner and B. Sandridge)

"A Study of the Factors Involved in the Tradeoff Between False Alarms and Missed Detections in a Neural-Network Based Fault Detection System," ORSA/TIMS Orlando, April 1992 (with B. Osyk and M. Hung)

"Teaching Neural Networks in the OR/MS/IS Curriculum," ORSA/TIMS Anaheim, November 1991.

"Reformulation of Neural Network Learning Using Mathematical Programming Optimization," TIMS/ORSA Nashville, May 1991

"Back Propagation Implemented in GPSS/H," Twenty-Second Annual Pittsburgh Conference on MODELING and SIMULATION, May 1991 (with S. Lloyd and J. Weinroth)

"Fault Analysis Using Neural Networks," TIMS/ORSA Nashville, May 1991 (with B. Osyk and M. Hung)

"Investigations into Neural Networks for Time Series Forecasting," TIMS/ORSA Nashville, May 1991 (with S. Kang)

"An Intelligent Simulation Approach to JIT," ORSA/TIMS Philadelphia, October 1990 (with J. Weinroth)

"Neural Networks: A New Paradigm for Silicon-Based Intelligence," presented at Annual Meeting of the Central Neuro-Psychiatric Association, Williamsburg, VA,  October 1989. (Invited)

"Achieving Strategic Competitive Advantage with Expert Systems," Expert Systems in Business Symposium, Pittsburgh, PA, October 6, 1989. (Invited)

"Impact of Neurocomputing on Operations Research," Conference on The Impact of Recent Computer Advances on Operations Research, Williamsburg, VA, January 1989 (with J. Denton). (Refereed)

"Neural Networks for Credit Evaluation with Missing Data Fields," presented at the Annual INNS Meeting, Boston, September, 1988.

"An Empirically Derived Taxonomy for Expert System Applications," presented at the Las Vegas DSI Symposium, November 1988, and in Proceedings (with A. Stylianou and R. Smith). (Refereed)

"Neural Networks at the OR/AI Interface," presented at the ORSA/TIMS National Meeting, Washington, D.C., April 1988.

"Use of Multiattribute Utility Theory in Rule Based Expert Systems and Neural Networks," presented at the ORSA/TIMS National Meeting, Washington, D.C., April 1988.

"Implications of Neurocomputing to AI/OR/MIS," presented at the ORSA/TIMS National Meeting, Washington, D.C., April 1988 (with J. Denton).

"A Survey of the R&D Project Management Literature," presented at the ORSA/TIMS National Meeting, Washington, D.C., April 1988.

"The Use of MAUT in AI Problem Solving," presented at the National ORSA/TIMS meeting, St. Louis, October 1987

"Belief Functions for Autonomous Decision Making Under Uncertainty," invited paper, 55th Military Operations Research Symposium, Maxwell Air Force Base, May 1987. (Invited)

"An Expert System for Contract Bidding," presented at the ORSA/TIMS Symposium, Miami, October, 1986.

"An Expert Investment Strategy System," Goodyear Aerospace Corporation, GER- 17299, September 1985 (Presented at the Symposium on Artificial Intelligence in R&D and Engineering, Washington D.C, October 1985).

"An Investigation into the Use of Multiattribute Utility Analysis for Designing Evaluation Functions in Artificial Intelligence and Expert System Applications," presented to the Artificial Intelligence Working Group at the 53rd MORS Symposium, Colorado Springs, CO., June 1985.

"The Application of Decision Analysis Techniques to Artificial Intelligence," September 1985 (Presented at the Symposium on Artificial Intelligence in R&D and Engineering, Washington D.C., October 1985).

"A Multiattribute Utility Analysis and Multiobjective Programming Based DTC Management Model," 51st MORS Symposium, Wright-Patterson Air Force Base, September 1983, (selected as best working group paper in the Decision Analysis Working Group) GER-17248.

"Strategic Planning for Investment in R&D," in Proceedings of the National Science Foundation Symposium on the Management of Technological Innovation, Washington, D. C., May 1983.

"The Use of Multiattribute Utility Analysis and Multi-Objective Programming for the Selection of an R&D Portfolio Within the Firm," presented at the VIth International Conference on Multiple-Criteria Decision Making (MCDM), Cleveland, OH., June 1984.

"An Optimization Model for DTC Trade-Studies," presented at the Symposium on Operations Research in Cost Analysis, Arlington, VA May 1983.

"User Friendly Multi-Attribute Utility Analysis Support System," GER-17073 presented at the ORSA/TIMS National Meeting, Detroit, MI, April 1982.

THESIS AND DISSERTATION SUPERVISION (prior to joining the University of Notre Dame)

Doctoral Dissertation Chairman for:


Peter Meso 
Dissertation defense completed 2001
Topic: Knowledge Creating Infrastructures for Electronic Commerce

Jens Liegle
Dissertation defense completed 2000
Topic: Development and Evaluation of Intelligent Tutoring Systems for Just-in-time Learning

Madhavarao Raghunathan
Dissertation defense completed 1999
Topic: Firm Level Frameworks and IS Strategies for Electronic Commerce

Susan Chinn
Dissertation defense completed Spring 1997
Topic: Temporal Extension and Framework for Expert Systems with Applications for Workflow Management Systems

Maha Muzumdar
Dissertation defense completed Fall 1997
Topic: Organizational Knowledge Management (OKM) Frameworks and a Case Study

Charlene Riggle
Dissertation defense completed Spring 1996
Topic: Implications of Chaos Theory for Decision Makers.

Mary Jane Lenard (with Pervaiz Alam)
Dissertation defense completed Spring 1995
Topic: Comparison of Logit Statistical and Neural Network Based Decision Support Tools

Scott Lloyd (with Geoff Steinberg)
Dissertation defense completed August 1995
Topic: Improved Algorithms for File and Database Organization

Mohamed Nour
Dissertation defense completed: October 1994
Topic: Improved Clustering and Classification Algorithms for the Kohonen Self-Organizing Neural Network

Matt McGowen
Dissertation defense completed: July 1994
Topic: Extent of Electronic Data Interchange implementation: An Innovation Diffusion Theory Perspective

 Y. Luk Chadbuchouchi
Dissertation defense completed: December 1992
Topic: Design and Evaluation of a Hypertext-Based Conceptual Data Model for GDSSs

Vat Eschiakal (with Robert Smith)
Dissertation defense completed:  December 1992
Topic: A Hypertext System to Support Problem Solving: A Socio-Technical Perspective

Suh Kang
Dissertation completed August 1991
Neural Networks for Time Series Forecasting

Barbara Osyk (with Ming Hung)
Dissertation topic: Use of Neural Networks for Fault Analysis in a Computer Integrated Manufacturing System
Dissertation completed Fall 1991

Anthony Stylianou
Dissertation topic:  Evaluation and Selection of Expert System Shells: An Empirical Approach
Dissertation completed August 1989

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