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1

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management

Nicklow, John, Reed, Patrick, Savic, Dragan, Dessalegne, Tibebe, Harrell, Laura, Chan-Hilton, Amy, Karamouz, Mohammad, Minsker, Barbara, Ostfeld, Avi, Singh, Abhishek, Zechman, Emily

Journal:

Journal of Water Resources Planning and Management

Year:

2010

Language:

english

File:

PDF, 306 KB

english, 2010

2

Anomaly detection in streaming environmental sensor data: A data-driven modeling approach

David J. Hill, Barbara S. Minsker

Journal:

Environmental Modelling & Software

Year:

2010

Language:

english

File:

PDF, 466 KB

english, 2010

3

[IEEE 2018 International Workshop on Social Sensing (SocialSens) - Orlando, FL, USA (2018.4.17-2018.4.17)] 2018 International Workshop on Social Sensing (SocialSens) - Identification of Landscape Preferences by Using Social Media Analysis

Rai, Ankit, Minsker, Barbara, Diesner, Jana, Karahalios, Karrie, Sun, Yicheng

Year:

2018

Language:

english

File:

PDF, 224 KB

english, 2018

4

Progress and Recommendations for Advancing Performance-Based Sustainable and Resilient Infrastructure Design

Minsker, Barbara, Baldwin, Lily, Crittenden, John, Kabbes, Karen, Karamouz, Mohammad, Lansey, Kevin, Malinowski, Patricia, Nzewi, Emmanuel, Pandit, Arka, Parker, John, Rivera, Samuel, Surbeck, Cristia

Journal:

Journal of Water Resources Planning and Management

Year:

2015

Language:

english

File:

PDF, 257 KB

english, 2015

5

Development of a participatory Green Infrastructure design, visualization and evaluation system in a cloud supported jupyter notebook computing environment

Leonard, Lorne, Miles, Brian, Heidari, Bardia, Lin, Laurence, Castronova, Anthony M., Minsker, Barbara, Lee, Jong, Scaife, Charles, Band, Lawrence E.

Journal:

Environmental Modelling & Software

Year:

2018

Language:

english

File:

PDF, 3.42 MB

english, 2018

6

Crowdsourcing Methods for Data Collection in Geophysics: State of the Art, Issues, and Future Directions

Zheng, Feifei, Tao, Ruoling, Maier, Holger R., See, Linda, Savic, Dragan, Zhang, Tuqiao, Chen, Qiuwen, Assumpção, Thaine H., Yang, Pan, Heidari, Bardia, Rieckermann, Jörg, Minsker, Barbara, Bi, Weiwei

Journal:

Reviews of Geophysics

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

7

An interactive multi-objective optimization framework for groundwater inverse modeling

Abhishek Singh, Barbara S. Minsker, Albert J. Valocchi

Journal:

Advances in Water Resources

Year:

2008

Language:

english

File:

PDF, 2.17 MB

english, 2008

8

Real-time Bayesian anomaly detection in streaming environmental data

Hill, David J., Minsker, Barbara S., Amir, Eyal

Journal:

Water Resources Research

Year:

2009

Language:

english

File:

PDF, 978 KB

english, 2009

9

A text mining framework for advancing sustainability indicators

Rivera, Samuel J., Minsker, Barbara S., Work, Daniel B., Roth, Dan

Journal:

Environmental Modelling & Software

Year:

2014

Language:

english

File:

PDF, 2.05 MB

english, 2014

10

[American Society of Civil Engineers World Environmental And Water Resources Congress 2012 - Albuquerque, New Mexico, United States (May 20-24, 2012)] World Environmental and Water Resources Congress 2012 - Computationally Implicit Hydraulics for Real-Time Combined Sewer Overflow Modeling and Decision Support

Zimmer, Andrea, Schmidt, Arthur, Ostfeld, Avi, Minsker, Barbara

Year:

2012

Language:

english

File:

PDF, 181 KB

english, 2012

11

Understanding and forecasting hypoxia using machine learning algorithms

Coopersmith, Evan Joseph, Minsker, Barbara, Montagna, Paul

Journal:

Journal of Hydroinformatics

Year:

2010

Language:

english

File:

PDF, 10.20 MB

english, 2010

12

[American Society of Civil Engineers World Water and Environmental Resources Congress 2004 - Salt Lake City, Utah, United States (June 27-July 1, 2004)] Critical Transitions in Water and Environmental Resources Management - Uncertainty Based Multi-Objective Optimization of Groundwater Remediation at the Umatilla Chemical Depot

Singh, Abhishek, Minsker, Barbara

Year:

2004

Language:

english

File:

PDF, 442 KB

english, 2004

13

Evaluating the impacts of farmers' behaviors on a hypothetical agricultural water market based on double auction

Du, Erhu, Cai, Ximing, Brozović, Nicholas, Minsker, Barbara

Journal:

Water Resources Research

Year:

2017

Language:

english

File:

PDF, 2.18 MB

english, 2017

14

Reducing Combined Sewer Overflows through Model Predictive Control and Capital Investment

Zimmer, Andrea, Schmidt, Arthur, Ostfeld, Avi, Minsker, Barbara

Journal:

Journal of Water Resources Planning and Management

Year:

2018

Language:

english

File:

PDF, 1.47 MB

english, 2018

15

[American Society of Civil Engineers World Environmental and Water Resources Congress 2006 - Omaha, Nebraska, United States (May 21-25, 2006)] World Environmental and Water Resource Congress 2006 - A Collaborative Interactive Genetic Algorithm Framework for Mixed-Initiative Interaction with Human and Simulated Experts: A Case Study in Long-Term Groundwater Monitoring Design

Babbar, Meghna, Minsker, Barbara

Year:

2006

Language:

english

File:

PDF, 209 KB

english, 2006

16

Optimal sampling in a noisy genetic algorithm for risk-based remediation design

Gopalakrishnan, Gayathri, Minsker, Barbara S., Goldberg, David E.

Journal:

Journal of Hydroinformatics

Year:

2003

File:

PDF, 332 KB

2003

17

Multiscale island injection genetic algorithms for groundwater remediation

Eva Sinha, Barbara S. Minsker

Journal:

Advances in Water Resources

Year:

2007

Language:

english

File:

PDF, 1004 KB

english, 2007

18

A Case-Based Micro Interactive Genetic Algorithm (CBMIGA) for interactive learning and search: Methodology and application to groundwater monitoring design

Meghna Babbar-Sebens, Barbara Minsker

Journal:

Environmental Modelling & Software

Year:

2010

Language:

english

File:

PDF, 1.58 MB

english, 2010

19

Incorporating subjective and stochastic uncertainty in an interactive multi-objective groundwater calibration framework

Abhishek Singh, Douglas D. Walker, Barbara S. Minsker, Albert J. Valocchi

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2010

Language:

english

File:

PDF, 1.40 MB

english, 2010

20

Spatial Interpolation Methods for Nonstationary Plume Data

Patrick M. Reed, Timothy R. Ellsworth, Barbara S. Minsker

Journal:

Year:

2004

File:

PDF, 1.53 MB

2004

21

Reducing Long-Term Remedial Costs by Transport Modeling Optimization

David Becker, Barbara Minsker, Robert Greenwald, Yan Zhang, Karla Harre, Kathleen Yager, Chunmiao Zheng, Richard Peralta

Journal:

Year:

2006

Language:

english

File:

PDF, 339 KB

english, 2006

22

Monitoring Subsurface Contamination Using Tree Branches

Gayathri Gopalakrishnan, M. Cristina Negri, Barbara S. Minsker, Charles J. Werth

Journal:

Groundwater Monitoring & Remediation

Year:

2007

Language:

english

File:

PDF, 398 KB

english, 2007

23

Interactive Genetic Algorithm with Mixed Initiative Interaction for multi-criteria ground water monitoring design

Meghna Babbar-Sebens, Barbara S. Minsker

Journal:

Applied Soft Computing

Year:

2012

Language:

english

File:

PDF, 1.78 MB

english, 2012

24

A virtual sensor system for user-generated, real-time environmental data products

David J. Hill, Yong Liu, Luigi Marini, Rob Kooper, Alejandro Rodriguez, Joe Futrelle, Barbara S. Minsker, James Myers, Terry McLaren

Journal:

Environmental Modelling & Software

Year:

2011

Language:

english

File:

PDF, 1.53 MB

english, 2011

25

Integrating a calibrated groundwater flow model with error-correcting data-driven models to improve predictions

Yonas K. Demissie, Albert J. Valocchi, Barbara S. Minsker, Barbara A. Bailey

Journal:

Journal of Hydrology

Year:

2009

Language:

english

File:

PDF, 1.30 MB

english, 2009

26

Striking the Balance: Long-Term Groundwater Monitoring Design for Conflicting Objectives

Reed, Patrick M., Minsker, Barbara S.

Journal:

Journal of Water Resources Planning and Management

Year:

2004

Language:

english

File:

PDF, 227 KB

english, 2004

27

Risk-based in situ bioremediation design using a noisy genetic algorithm

Smalley, J. Bryan, Minsker, Barbara S., Goldberg, David E.

Journal:

Water Resources Research

Year:

2000

Language:

english

File:

PDF, 1.29 MB

english, 2000

28

Designing a competent simple genetic algorithm for search and optimization

Reed, Patrick, Minsker, Barbara, Goldberg, David E.

Journal:

Water Resources Research

Year:

2000

Language:

english

File:

PDF, 649 KB

english, 2000

29

Cost-effective long-term groundwater monitoring design using a genetic algorithm and global mass interpolation

Reed, Patrick, Minsker, Barbara, Valocchi, Albert J.

Journal:

Water Resources Research

Year:

2000

Language:

english

File:

PDF, 1.43 MB

english, 2000

30

Differentiating a Finite Element Biodegradation Simulation Model for Optimal Control

Minsker, Barbara S., Shoemaker, Christine A.

Journal:

Water Resources Research

Year:

1996

Language:

english

File:

PDF, 503 KB

english, 1996

31

Quantifying the effects of uncertainty on optimal groundwater bioremediation policies

Minsker, Barbara S., Shoemaker, Christine A.

Journal:

Water Resources Research

Year:

1998

Language:

english

File:

PDF, 1.32 MB

english, 1998

32

Simplifying multiobjective optimization: An automated design methodology for the nondominated sorted genetic algorithm-II

Reed, Patrick, Minsker, Barbara S., Goldberg, David E.

Journal:

Water Resources Research

Year:

2003

Language:

english

File:

PDF, 180 KB

english, 2003

33

Integrating data sources to improve hydraulic head predictions: A hierarchical machine learning approach

Michael, William J., Minsker, Barbara S., Tcheng, David, Valocchi, Albert J., Quinn, John J.

Journal:

Water Resources Research

Year:

2005

Language:

english

File:

PDF, 882 KB

english, 2005

34

Development of the enhanced self-adaptive hybrid genetic algorithm (e-SAHGA)

Espinoza, Felipe P., Minsker, Barbara S.

Journal:

Water Resources Research

Year:

2006

Language:

english

File:

PDF, 133 KB

english, 2006

35

Uncertainty-based multiobjective optimization of groundwater remediation design

Singh, Abhishek, Minsker, Barbara S.

Journal:

Water Resources Research

Year:

2008

Language:

english

File:

PDF, 964 KB

english, 2008

36

Optimal groundwater remediation design using an Adaptive Neural Network Genetic Algorithm

Yan, Shengquan, Minsker, Barbara

Journal:

Water Resources Research

Year:

2006

Language:

english

File:

PDF, 1.52 MB

english, 2006

37

Monitoring Network Design for Phytoremediation Systems Using Primary and Secondary Data Sources

Gopalakrishnan, Gayathri, Minsker, Barbara S., Valocchi, Albert J.

Journal:

Environmental Science & Technology

Year:

2011

Language:

english

File:

PDF, 2.05 MB

english, 2011

38

Water Science Software Institute: Agile and Open Source Scientific Software Development

Ahalt, Stan, Band, Larry, Christopherson, Laura, Idaszak, Ray, Lenhardt, Chris, Minsker, Barbara, Palmer, Margaret, Shelley, Mary, Tiemann, Michael, Zimmerman, Ann

Journal:

Computing in Science & Engineering

Year:

2014

Language:

english

File:

PDF, 960 KB

english, 2014

39

Dynamic Optimal Control of In-Situ Bioremediation of Ground Water

Minsker, Barbara Spang, Shoemaker, Christine A.

Journal:

Journal of Water Resources Planning and Management

Year:

1998

Language:

english

File:

PDF, 2.12 MB

english, 1998

40

The WATERS Network: An Integrated Environmental Observatory Network for Water Research

MONTGOMERY, JAMI L., HARMON, THOMAS, HAAS, CHARLES N., HOOPER, RICHARD, CLESCERI, NICHOLAS L., GRAHAM, WENDY, KAISER, WILLIAM, SANDERSON, ARTHUR, MINSKER, BARBARA, SCHNOOR, JERALD, BREZONIK, AND PATRI

Journal:

Environmental Science & Technology

Year:

2007

Language:

english

File:

PDF, 707 KB

english, 2007

41

The microelectronic wireless nitrate sensor network for environmental water monitoring

Gartia, Manas Ranjan, Braunschweig, Björn, Chang, Te-Wei, Moinzadeh, Parya, Minsker, Barbara S., Agha, Gul, Wieckowski, Andrzej, Keefer, Laura L., Liu, Gang Logan

Journal:

Journal of Environmental Monitoring

Year:

2012

Language:

english

File:

PDF, 1.13 MB

english, 2012

42

[IEEE 2008 IEEE Fourth International Conference on eScience (eScience) - Indianapolis, IN, USA (2008.12.7-2008.12.12)] 2008 IEEE Fourth International Conference on eScience - End-to-End Cyberinfrastructure for Real-Time Enviornmental Decision Support

Hill, David J., Liu, Yong, Myers, James, Minsker, Barbara

Year:

2008

Language:

english

File:

PDF, 162 KB

english, 2008

43

[IEEE 2008 IEEE Fourth International Conference on eScience (eScience) - Indianapolis, IN, USA (2008.12.7-2008.12.12)] 2008 IEEE Fourth International Conference on eScience - Virtual Sensors in a Web 2.0 Virtual Watershed

Liu, Yong, Marini, Luigi, Kooper, Rob, Rodriguez, Alejandro, Hill, David, Myers, James, Minsker, Barbara

Year:

2008

Language:

english

File:

PDF, 173 KB

english, 2008

44

Long-Term Groundwater Monitoring Optimization: Improving Performance and Reducing Costs Associated with Natural Attenuation and Other In Situ Treatments

Minsker, Barbara S.

Journal:

Bioremediation Journal

Year:

2004

Language:

english

File:

PDF, 73 KB

english, 2004

45

[IEEE 2009 International Symposium on Collaborative Technologies and Systems - Baltimore, MD, USA (2009.05.18-2009.05.22)] 2009 International Symposium on Collaborative Technologies and Systems - A new framework for on-demand virtualization, repurposing and fusion of heterogeneous sensors

Liu, Yong, Hill, David, Rodriguez, Alejandro, Marini, Luigi, Kooper, Rob, Myers, James, Xiaowen Wu,, Minsker, Barbara

Year:

2009

Language:

english

File:

PDF, 1.10 MB

english, 2009

46

[IEEE 2013 5th International Workshop on Software Engineering for Computational Science and Engineering (SE-CSE) - San Francisco, CA, USA (2013.05.18-2013.05.18)] 2013 5th International Workshop on Software Engineering for Computational Science and Engineering (SE-CSE) - Water Science Software Institute: An open source engagement process

Ahalt, Stan, Minsker, Barbara, Tiemann, Michael, Band, Larry, Palmer, Margaret, Idaszak, Ray, Lenhardt, Chris, Whitton, Mary

Year:

2013

Language:

english

File:

PDF, 2.30 MB

english, 2013

47

Standard Interactive Genetic Algorithm—Comprehensive Optimization Framework for Groundwater Monitoring Design

Babbar-Sebens, Meghna, Minsker, Barbara

Journal:

Journal of Water Resources Planning and Management

Year:

2008

Language:

english

File:

PDF, 838 KB

english, 2008

48

Evolutionary algorithm enhancement for model predictive control and real-time decision support

Zimmer, Andrea, Schmidt, Arthur, Ostfeld, Avi, Minsker, Barbara

Journal:

Environmental Modelling & Software

Year:

2015

Language:

english

File:

PDF, 2.11 MB

english, 2015

49

The Role of the Systems Community in the National Science Foundation’s Environmental Observatories

Characklis, Gregory W., Reed, Patrick M., Minsker, Barbara S.

Journal:

Journal of Water Resources Planning and Management

Year:

2007

Language:

english

File:

PDF, 42 KB

english, 2007

50

Efficient Multiscale Methods for Optimal In Situ Bioremediation Design

Liu, Yong, Minsker, Barbara S.

Journal:

Journal of Water Resources Planning and Management

Year:

2002

Language:

english

File:

PDF, 189 KB

english, 2002