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PEER REVIEWED PAPERS
Babbar-Sebens, M., and B.S. Minsker,
"Interactive genetic algorithm with mixed initiative
interaction for multi-criteria ground water monitoring
design," Environmental Modelling and
Software (In Review), 2009.
Babbar-Sebens, M., and B.S. Minsker,
"Case-based micro interactive genetic algorithm (CBMIGA) for
interactive learning: Methodology and application to
groundwater monitoring design," Environmental Modelling and
Software (In Review), 2009.
Babbar-Sebens , M., and S.
Mukhopadhyay, " Reinforcement Learning for Human-Machine
Collaborative Optimization: Application in Ground Water
Monitoring," Proceedings of the IEEE Systems, Man, and
Cybernetics (SMC) Conference, 2009.
Deepti, R. Karthikeyan, and M.
Babbar-Sebens, "Predicting the fate and transport of E. coli
in two Texas River Basins," Journal of American Water
Resources Association, Vol. 45, No. 4, pp. 928-944, 2009.
Babbar-Sebens, M., and R. Karthikeyan,
“Consideration of sample size for estimating contaminant
load reductions using load duration curves," Journal of
Hydrology, Volume 372, Issues 1-4, Pages 118-123, 2009.
Teague, A., R. Karthikeyan, M.
Babbar-Sebens, R. Srinivasan, and R. Persyn, “Spatially
Explicit Load Enrichment Calculation Tool to Identify E.
coli Sources in Watersheds.” Transactions of ASABE, (in
press), 2009.
Babbar-Sebens, M., and B. S.
Minsker, “Standard Interactive Genetic Algorithm (SIGA): A
Comprehensive Optimization Framework for Long-Term Ground
Water Monitoring Design,” J. of Water Resources Planning
and Management, 134(6), pp. 538-547, 2008.
Babbar, M., and B. S.
Minsker, “Groundwater Remediation Design Using Multiscale
Genetic Algorithms,” J. of Water Resources Planning and
Management, 132(5), pp. 341-350, 2006.
Babbar, M., A. Lakshmikantha
and D.E. Goldberg. “A Modified NSGA-II to Solve Noisy
Multiobjective Problems,” in James Foster (editors), Proceedings of 2003
Genetic and Evolutionary Computation Conference, Late-Breaking
Papers, pp. 21--27, AAAI, Chicago, Illinois, USA, July 2003.
Babbar, M., and B. S. Minsker.
“A Multiscale Master-Slave Parallel Genetic Algorithm with
Application to Groundwater Remediation Design”, W. L. Langdon,
E. Cantu-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K.
Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A.
Potter, A. C. Shultz, J. F. Miller, E. Burke, and N. Jonoska,
editors. 2002. Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO'2002. New York, Morgan Kaufmann
Publishers, 2002.
CONFERENCE PROCEEDINGS AND
PRESENTATIONS
Babbar-Sebens, M., Barr, R.C.,
Tedesco, L.P., " Multiobjective Optimization for Wetland
Restoration Site Selection - Eagle Creek Watershed, Indiana,
USA", American Society of Civil Engineers (ASCE)
Environmental & Water Resources Institute 's (EWRI) 3rd
developing nations conference: India 2010 - An International
Perspective on Current & Future State of Water Resources &
the Environment , Chennai, India, January 5-7, 2010.
Anderson, M., Babbar-Sebens, M.,
Lobligeois, F., Rampnoux, N., Soyeux, E., and Tedesco, L.,
"Combining a conceptual hydrologic model (SWAT) and a
hydrodynamic model (Telemac 3D) to simulate reservoir
dynamics in Eagle Creek Reservoir, Indiana, 5th
International SWAT Conference, Boulder, Colorado, August
5-7, 2009.
Barr, R., Bender, A., Babbar-Sebbens,
M., Tedesco, L.P., “Reevaluating Indiana’s Flood Management
Strategies: Lessons from the Mississippi River Floods of
1993” , 30th Annual Symposium “Floods of 2008, Status of
Flood Plain Management, and Management to Protect Levees and
Dams in Indiana, 2009.
Babbar-Sebens, M., Minsker, B.S.,
"Interactive Genetic Algorithm with Mixed Initiative
Interaction for Water Resources Optimization," 8th
International Conference on Hydroinformatics, Concepción,
Chile, 2009.
Teague, A., M. Babbar-Sebens,
R. Karthikeyan, R. Srinivasan, J. Jacobs, M. McFarland, N.
Dictson, and D. Boellstorff. “Spatially Explicit Load Enrichment
Calculation Tool (SELECT) and Cluster Analysis for
Identification of E. coli Sources in Plum Creek Watershed, TX,”
ASABE International Conference, Minneapolis MN, 2007.
Babbar-Sebens, M., R.
Karthikeyan, and R. Srinivasan, “Development of an Extensive
Fate and Transport Model for Pathogens in Watersheds,” American
Society of Agricultural and Biological Engineers (ASABE), Fourth
Conference on Watershed Management to Meet Water Quality
Standards and Emerging TMDL, San Antonio, TX, 2007.
Teague, A., M. Babbar-Sebens,
R. Karthikeyan, and R. Srinivasan, J. Jacobs, M. McFarland, N.
Dictson, and D. Boellstorff, “Spatially Explicit Load Enrichment
Calculation Tool (SELECT) and Load Duration Curves for
Identification of E. coli Sources in Plum Creek Watershed, TX,”
American Society of Agricultural and Biological Engineers (ASABE),
Fourth Conference on Watershed Management to Meet Water Quality
Standards and Emerging TMDL, San Antonio, TX, 2007.
Babbar-Sebens, M., and B. S.
Minsker, “Interactive Genetic Algorithm - An Adaptive and
Interactive Decision Support Framework for Design of Optimal
Groundwater Monitoring Plans,” American Geophysical Union (AGU)
Fall Meeting, San Francisco, CA, 2006.
Babbar, M., and B. S. Minsker,
“A Collaborative Interactive Genetic Algorithm Framework for
Mixed-Initiative Interaction with Human and Simulated Experts: A
Case Study in Long-Term Groundwater Monitoring Design,” American
Society of Civil Engineers (ASCE) Environmental & Water
Resources Institute (EWRI) World Water & Environmental Resources
Congress 2005 & Related Symposia, Omaha, NE, 2006.
Babbar, M., and B. S. Minsker,
“Long-Term Groundwater Monitoring Optimization: Facing the Real
World Challenges,” Midwest Ground Water Conference, Urbana, IL,
2005
Babbar, M., B. S. Minsker, and
H. Takagi, "Expert Knowledge in Long-Term Groundwater Monitoring
Optimization Process: The Interactive Genetic Algorithm
Perspective," American Society of Civil Engineers (ASCE)
Environmental & Water Resources Institute (EWRI) World Water &
Environmental Resources Congress 2005 & Related Symposia,
Anchorage, AK, 2005.
Babbar, M., B. S. Minsker, and
H. Takagi, "Interactive Genetic Algorithm Framework for
Long-Term Groundwater Monitoring Design," American Society of
Civil Engineers (ASCE) Environmental & Water Resources Institute
(EWRI) World Water & Environmental Resources Congress 2004 &
Related Symposia, Salt Lake City, UT, 2004.
Sinha, E., B. S. Minsker, and
M. Babbar, "Multiscale Island Injection Genetic Algorithm for
Ground Water Remediation," American Society of Civil Engineers (ASCE)
Environmental & Water Resources Institute (EWRI) World Water &
Environmental Resources Congress 2004 & Related Symposia, Salt
Lake City, UT, 2004.
Babbar, M., and B. S. Minsker.
“Multiscale Strategies for Solving Water Resources Management
Problems with Genetic Algorithms”, American Society of Civil
Engineers (ASCE) Environmental & Water Resources Institute (EWRI)
World Water & Environmental Resources Congress 2003 & Related
Symposia, Philadelphia, PA, 2003.
Babbar, M., A. Lakshmikantha
and D.E. Goldberg. “A Modified NSGA-II to Solve Noisy
Multiobjective Problems,” in James Foster (editors), 2003
Genetic and Evolutionary Computation Conference. Late-Breaking
Papers, pp. 21--27, AAAI, Chicago, Illinois, USA, July 2003.
Babbar, M., and B. S. Minsker.
“A Multiscale Master-Slave Parallel Genetic Algorithm with
Application to Groundwater Remediation Design”, W. L. Langdon,
E. Cantu-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K.
Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A.
Potter, A. C. Shultz, J. F. Miller, E. Burke, and N. Jonoska,
editors. 2002. Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO'2002. New York, Morgan Kaufmann
Publishers, 2002.
Babbar, M., B. S. Minsker,
and D. Goldberg. “A Multiscale Island Injection Genetic
Algorithm for Optimal Groundwater Remediation Design”, American
Society of Civil Engineers (ASCE) Environmental & Water
Resources Institute (EWRI) 2002 Water Resources Planning &
Management Conference, Roanoke, VA, 2002.
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