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Holger R Maier
Professor of Integrated Water Systems Engineering and Deputy Head of School
Phone: +61 8 830 34139
Email: hmaier@civeng.adelaide.edu.au
Room: N150, Engineering North Buildingtest

Personal |
Publications |
Research |
Teaching |
Consulting
Personal
Qualifications
Bachelor of Civil Engineering (First Class Honours), The University of Adelaide,
Adelaide, South Australia, 1990.
Doctor of Philosophy in Environmental/Water Resources Engineering, The University
of Adelaide, Adelaide, South Australia, 1996. Thesis Title: Use of artificial
neural networks for modelling multivariate water quality time series.
Scholarships
Frank Perry Scholarship in Engineering, The University of Adelaide, 1994 to
1995 (AU$ 7,000 p.a.).
Australian Postgraduate Research Award (Priority Status), The University of
Adelaide, 1992 to 1995 (AU$ 19,000 p.a.).
Frank Bull Scholarship for Civil Engineering, The University of Adelaide, 1988
to 1989 (AU$ 900 p.a.).
Awards and Prizes
Winner
| 2006 |
Carrick Awards for Australian University Teaching: Awards for
Teaching Excellence (Physical Science and Related Categories) |
| 2006 |
Australasian Association for Engineering Education Excellence
in Engineering Education Award, Excellence in Teaching and Learning in Engineering
Education Category |
| 2006 |
Carrick Awards for Australian University Teaching: Citation for
Outstanding Contributions to Student Learning for "sustained contributions
to the development and promotion of online situational learning for the development
of graduate attributes" |
| 2002 |
Stephen Cole the Elder Prize for Excellence in Teaching, University
of Adelaide |
| 2002 |
Commonwealth of Learning Excellence in Distance Education Award in Materials Development |
| 2002 |
Tall Poppy Science Award |
| 2001 |
Pearson Education UniServe Science Teaching Award |
| 2001 |
ASCILITE Award for Exemplary Use of Electronic Technologies in
Teaching and Learning in Tertiary Education |
| 1994-1995 |
Frank Perry Scholarship in Engineering, University of Adelaide |
| 1992-1995 |
Australian Postgraduate Research Award (Priority Status), University
of Adelaide |
| 1988 |
James Hardie Award for Civil Engineering, University of Adelaide |
| 1988-1989 |
Frank Bull Scholarship for Civil Engineering, University of Adelaide |
High Commendation
| 2006 |
Best Presentation Award, 17th Annual Conference of the Australasian
Association for Engineering Education, Auckland, New Zealand, December 10-13 |
| 2005 |
Australasian Association for Engineering Education Excellence
in Engineering Education Award, Excellence in a Curriculum Team Project in Engineering
Education Category |
Shortlisted
| 2006 |
Australasian Association for Engineering Education Excellence
in Engineering Education Award, Excellence in Curriculum Innovation in Engineering
Education Category |
| 2006 |
Best Paper Award for "Meeting the challenges of engineering
education via online roleplay simulations" by H.R. Maier, 17th Annual Conference
of the Australasian Association for Engineering Education, Auckland, New Zealand,
December 10-13. |
| 2006 |
Best Paper Award for "Increasing student engagement with
graduate attributes" by H.R. Maier and T.S.C. Rowan, 17th Annual Conference
of the Australasian Association for Engineering Education, Auckland, New Zealand,
December 10-13. |
Other Formal Recognition
| 2007 |
Listed in the Inaugural Edition of Who's Who in South Australia |
| 2006-present |
Listed in Who's Who in Engineering Education |
| 2005-present |
Listed in Who's Who in Computational Science and Engineering |
| 2005 |
Paper titled "Neural networks for the prediction and forecasting of water
resources variables: a review of modelling issues and applications" by H.R.
Maier and G.C. Dandy recognised as being among the top 1% of cited papers in its
category according to ISI Essential Science Indicators |
| 2000 |
Named "Outstanding Reviewer" by Environmental Modelling & Software |
Invited Presentations / Workshops
| 2007 |
Invited keynote presentation, Inaugural Conference on Excellence
in Teaching and Scholarship, Adelaide, Australia. |
| 2007 |
Invited presentation, Carrick Awards National Forum, Melbourne,
Australia. |
| 2007 |
Invited presentation on Online Roleplay Simulations, University of Wollongong,
Australia. |
| 2007 |
Invited presentation on Assessment, Engineers Australia Accreditation Workshop,
Brisbane, Australia. |
| 2006 |
Ran invited workshop on Online Roleplay Simulations, 17th Annual Conference
of the Australasian Association for Engineering Education, Auckland, New Zealand. |
| 2006 |
Ran invited workshop and seminar on Innovative Assessment Practices, Unitec,
Auckland, New Zealand. |
| 2006 |
Ran invited workshop on Sensitivity and Uncertainty Assessment of Integrated
Environmental Models, Summit on Environmental Modelling and Software, Burlington,
Vermont, USA. |
| 2005 |
Invited presenter, ASEE/AaeE 4th Global Colloquium on Engineering Education
Pre-Colloquium Event; 2nd Environmental Engineering Academics Workshop,
Sydney, Australia. |
Professional Affiliations
Corporate Member, Engineers
Australia.
Member, College of Civil Engineers, Engineers
Australia.
Chartered Professional Engineer (NPER), Engineers
Australia.
Member, Environmental Engineering Society, Engineers
Australia.
Member, Modelling & Simulation Society
of Australia and New Zealand.
Member, International Environmental Modelling
and Software Society
Member, Co-operative Research for
Water Quality and Treatment.
Member, eWater Co-operative Research Centre.
Member, Water Research Cluster,
University of Adelaide
Foundation Member, Research
Institute for Climate Change and Sustainability, University of Adelaide
Employment History
| 1/2008 - present |
Professor (Level E), School of Civil, Environmental and Mining Engineering,
University of Adelaide, Adelaide, South Australia. |
| 9/2007 - present |
Deputy Head, School of Civil, Environmental and Mining Engineering,
University of Adelaide, Adelaide, South Australia |
| 1/2005 - 12/2007 |
Associate Professor (Level D), School of Civil and Environmental Engineering,
University of Adelaide, Adelaide, South Australia. |
| 7/2004 - 6/2006 |
Associate Dean (Learning and Teaching), Faculty of Engineering, Computer
and Mathematical Sciences, University of Adelaide, Adelaide, South Australia. |
| 1/2002 - 12/2004 |
Senior Lecturer (Level C), School of Civil and Environmental Engineering,
University of Adelaide, Adelaide, South Australia. |
| 07/1999 - 12/2001 |
Lecturer (Level B), School of Civil and Environmental Engineering,
University of Adelaide, Adelaide, South Australia |
| 08/1998 - 07/1999 |
Postdoctoral Research Fellow, Department of Civil Engineering, The
University of British Columbia, Vancouver, Canada. |
| 02/1998 - 07/1998 |
Lecturer (Casual), School of Civil and Environmental Engineering, University
of Adelaide, Adelaide, South Australia. |
| 06/1997 - 01/1998 |
Engineering Adviser, Western Samoa Water Authority (WSWA), Apia, Western
Samoa. |
| 07/1996 - 06/1997 |
Senior Civil Engineer/Acting Technical Services Manager, Western Samoa
Water Authority (WSWA), Apia, Western Samoa. |
| 11/1995 - 06/1996 |
Environmental Engineer, Australian Water Quality Centre and Cooperative
Research Centre (CRC) for Water Quality and Treatment, Bolivar, South Australia. |
| 03/1992 - 11/1995 |
Researcher/Casual Tutor, School of Civil and Environmental Engineering,
University of Adelaide, Adelaide, South Australia. |
| 01/1990 - 03/1992 |
Design Engineer, Kinhill Engineers, Adelaide, South Australia. |
Publications
Edited Works
Maier H.R. (2006) Application of Natural Computing Methods to Water Resources
and Environmental Modelling, Guest Editor, Special Issue, Mathematical and
Computer Modelling,44(5-6), 413-576.
Book Chapters
B9. Zecchin A.C., Maier H.R. and Simpson A.R. (2007)
Case study based convergence behaviour analysis of ACO applied to optimal design
of water distribution systems, in Chan F. T. S. Chan and Tiwari M. K. (eds),
Swarm Intelligence: Focus on Ant and Particle Swarm Optimization, Itech Education
and Publishing, Vienna, Austria, ISBN 978-3-902613-09-7, 419-446.
B8. Foong W.K., Maier H.R. and Simpson A.R. (2007) Power
plant maintenance scheduling using ant colony optimization, in Chan F. T.
S. Chan and Tiwari M. K. (eds), Swarm Intelligence: Focus on Ant and Particle
Swarm Optimization, Itech Education and Publishing, Vienna, Austria, ISBN 978-3-902613-09-7,
289-320.
B7. Daniell K.A., Foley B.A., Kingsborough A.B., Maier H.R., Malovka D.J. and
Sommerville H.C. (2007) The AUSTIME methodology: quantifiable sustainability assessment
coupled with multi-agent simulation, in Deakin M., Mitchell G., Nijkamp P. and
Vreeker R. (eds), Sustainable Urban Development Vol. 2: The Environmental Assessment
Methods, Routledge, UK., 375-411.
B6. Daniell K.A., Kingsborough A.B., Malovka D.J., Sommerville H.C., Foley
B.A. and Maier H.R. (2006) Sustainability assessment of housing developments:
A new methodology. In Perez P. and Batten D., Complex
Science for a Complex World: Exploring Human Ecosystems with Agents, Part II:
Exploring National Research Priorities with Agents, ANU E Press, Canberra,
Australia., 113-146.
B5. Jakeman A.J., Norton J.P., Letcher R.A. and Maier H.R. (2006) Integrated
modelling for managing catchments, in Sustainable Management of Water Resources:
an Integrated Approach, C. Giupponi, A. Jakeman and D. Kassenberg, Eds., Edward
Elgar, 263-286.
B4. Dandy G.C., Bowden G.J. and Maier H.R. (2005) Use of artificial neural
networks to forecast salinity in rivers, in Artificial
Neural Networks in Water Supply Engineering, edited by S. Lingireddy and
G.M. Brion, Water Supply Engineering Technical Committee, Infrastructure Council,
Environmental and Water Resources Institute, American Society of Civil Engineers,
Reston, Virginia, USA, 107-137.
B3. Bowden G.J., Dandy G.C. and Maier H.R. (2005) Forecasting cyanobacteria
(blue-green algae) using artificial neural networks, in Artificial
Neural Networks in Water Supply Engineering, edited by S. Lingireddy and
G.M. Brion, Water Supply Engineering Technical Committee, Infrastructure Council,
Environmental and Water Resources Institute, American Society of Civil Engineers,
Reston, Virginia, USA, 71-96.
B2. Bowden G.J., Maier H.R. and Dandy G.C. (2003) An evaluation of methods
for the selection of inputs for an artificial neural network based river model,
in Ecological Informatics: Understanding Ecology by Biologically-Inspired Computation,
edited by F. Recknagel, Springer, 215-232.
B1. Maier H.R. and Dandy G.C. (2000) Application of artificial neural networks
to forecasting of surface water quality variables: issues, applications and challenges,
in Artificial Neural Networks
in Hydrology, edited by R.S. Govindaraju and A.R. Rao, Kluwer, Dordrecht,
The Netherlands, 287-309.
Journal Papers
J57. Maier H.R., Baron J. and McLaughlan R.G. (2007) Using online roleplay
simulations for teaching sustainability principles to engineering students. International
Journal of Engineering Education, 23(6), 1162-1171.
J56. Maier H.R. (2007)Meeting the challenges of engineering education via online
roleplay simulations. Australasian Journal of Engineering Education, 13(1),
31-39.
J55. Maier H.R. and Rowan T.S.C. (2007) Increasing student engagement with
graduate attributes. Australasian Journal of Engineering Education, 13(1),
21-29.
J54. Goda H.M., Behrenbruch P. and Maier H.R. (2007) Alternative modelling
approaches for the estimation of irreducible water saturation and maximum effective
permeability to oil: Australian hydrocarbon basins. Journal of Petroleum Science
and Engineering, 57(1-2), 60-69.
J53. Zecchin A.R., Maier H.R., Simpson A.R., Leonard M. and Nixon J.B. (2007)
Ant colony optimisation algorithms applied to water distribution systems design:
A comparative study. Journal of Water Resources Planning and Management, ASCE,
133(1), 87-92.
J52. Hyde K.M. and Maier H.R. (2006) Distance-based and stochastic uncertainty
analysis for multi-criteria decision analysis in Excel using visual basic for
applications. Environmental Modelling and Software, 21(12), 1695-1710.
J51. Maier H.R. (2006) Application of natural computing (computational intelligence)
methods to water resources and environmental modelling. Mathematical and Computer
Modelling, 44(5-6), 413-414.
J50. Kingston G.B., Maier H.R. and Lambert M.F. (2006) A probabilistic method
to assist knowledge extraction from artificial neural networks used for hydrological
prediction. Mathematical and Computer Modelling, 44(5-6), 499-512.
J49. Bowden G.J, Nixon J.B., Dandy G.C., Maier H.R. and Holmes M. (2006) Forecasting
chlorine residuals in a water distribution system using a general regression neural
network. Mathematical and Computer Modelling, 44(5-6), 469-484.
J48. Zecchin A.C., Simpson A.R., Maier H.R., Leonard M., Roberts A.J. and Berrisford
M.J. (2006) Application of two ant colony optimisation algorithms to water distribution
system optimisation. Mathematical and Computer Modelling, 44(5-6),
451-468.
J47. Maier H.R., Zecchin A.C., Radbone L. and Goonan P. (2006) Optimising the
mutual information of ecological data clusters using evolutionary algorithms.
Mathematical and Computer Modelling, 44(5-6), 439-450.
J46. Gibbs M.S., Morgan N., Maier H.R., Dandy G.C., Nixon J.B. and Holmes M.
(2006) Investigation into the relationship between chlorine decay and water distribution
parameters using data driven methods. Mathematical and Computer Modelling,
44(5-6), 485-498.
J45. Kingston G.B., Lambert M.F and Maier H.R. (2005) Bayesian parameter estimation
applied to artificial neural networks used for hydrological modelling. Water
Resources Research, 41, W12409, doi:10.1029/2005WR004152.
J44. Hyde K.M., Maier H.R. and Colby C.B. (2005) A distance-based uncertainty
analysis approach to multi-criteria decision analysis for water resource decision
making. Journal of Environmental Management, 77(4), 278-290.
J43. Kingston G.B., Maier H.R. and Lambert M.F. (2005) Calibration and validation
of neural networks to ensure physically plausible hydrological modelling. Journal
of Hydrology, 314(1-4), 158-176.
J42. Broad D.R., Dandy G.C and Maier H.R. (2005) Water distribution system
optimisation using metamodels. Journal
of Water Resources Planning and Management, ASCE, 131(3), 172-180.
J41. Zecchin A.C., Simpson A.R., Maier H.R. and Nixon J.B. (2005) Parametric
study for an ant algorithm applied to water distribution system optimisation.
IEEE Transactions on Evolutionary Computation,
9(2), 175-191.
J40. Shahin M.A., Jaksa M.B. and Maier H.R. (2005) Neural network based stochastic
design charts for settlement prediction. Canadian
Geotechnical Journal, 42(1), 110-120.
J39. Hyde K.M., Maier H.R and Colby C. (2003) Incorporating uncertainty in
the PROMETHEE MCDA Method. Journal
of Multi-Criteria Decision Analysis, 12(4-5), 245-259 (published
in 2005).
J38. Bowden G.J., Maier H.R. and Dandy G.C. (2005) Input determination for
neural network models in water resources applications: Part 2 - Case study: Forecasting
salinity in a river. Journal
of Hydrology, 301(1-4), 93-107.
J37. Bowden G.J., Dandy G.C. and Maier H.R. (2005) Input determination for
neural network models in water resources applications: Part 1 - Background and
methodology. Journal
of Hydrology, 301(1-4), 75-92.
J36. Maier H.R., Kavanagh S., Kindley R., Carrington A. and Baron J. (2004)
Dynamic
role-play online - learning from experience. Crisis Response Journal,
1(1), 56-59.
J35. Maier H.R. (2004) Use of examples from nature to make optimal decisions.
SASTA Journal, 2004/1, 25-27.
J34. Maier H.R. and Dandy G.C. (2004) Artificial neural networks: a flexible
approach to modelling. Water, 31(8), 57-62.
J33. Hyde K.M., Maier H.R. and Colby C. (2004) Reliability-based approach to
multi-criteria decision analysis for water resources. Journal
of Water Resources Planning and Management, ASCE, 130(6), 429-438.
J32. Maier H.R., Kingston G.B., Clark T., Frazer A. and Sanderson A. (2004)
Risk-based approach for assessing the effectiveness of flow management in controlling
cyanobacterial blooms in rivers. River
Research and Applications, 20(4), 459-471.
J31. Shahin M.A., Maier H.R. and Jaksa M.B. (2004) Data division for developing
neural networks applied to geotechnical engineering. Journal
of Computing in Civil Engineering, ASCE, 18(2), 105-114.
J30. Maier H.R., Morgan N. and Chow C.W.K. (2004) Use of artificial neural
networks for predicting optimal alum doses and treated water quality parameters.
Environmental
Modelling and Software, 19(5), 485-494.
J29. Tolson B.A., Maier H.R., Simpson A.R. and Lence B.J. (2004) Genetic algorithms
for reliability-based optimisation of water distribution systems. Journal
of Water Resources Planning and Management, ASCE, 130(1), 63-72.
J28. Shahin M.A., Maier H.R. and Jaksa M.B. (2003) Author's reply to comments
by Musso A. and Provanzano P. and Meier R.W. on "Predicting settlement of
shallow foundations using neural networks". Journal
of Geotechnical and Geoenvironmental Engineering, ASCE, 129(12),
1175-1177.
J27. Shahin M.A., Maier H.R. and Jaksa M.B. (2003) Settlement prediction of
shallow foundations on granular soils using B-spline neurofuzzy models. Computers
and Geotechnics , 30(8), 637-647.
J26. Bowden G.J., Dandy G.C. and Maier H.R. (2003) Data transformation for
neural network models in water resources applications. Journal
of Hydroinformatics, 5(4), 245-258.
J25. Maier H.R., Simpson A.R., Zecchin A.C. Foong W.K., Phang K.Y., Seah H.Y.
and Tan C.L. (2003) Ant colony optimisation for design of water distribution systems.
Journal of Water
Resources Planning and Management, ASCE, 129(3), 200-209.
J24. Shahin M.A., Jaksa M.B. and Maier H.R. (2002) Artificial neural network
based settlement prediction formula for shallow foundations on granular soils.
Australian Geomechanics,
37(4), 45-52.
J23. Shahin M.A., Maier H.R. and Jaksa M.B. (2002) Predicting settlement of
shallow foundations using neural networks. Journal
of Geotechnical and Geoenvironmental Engineering, ASCE, 128(9),
785-793.
J22. Bowden G.J., Maier H.R. and Dandy G.C. (2002) Optimal division of data
for neural network models in water resources applications. Water
Resources Research, 38(2), 2.1-2.11.
J21. McLaughlan R.G., Kirkpatrick D., Hirsh, P. and Maier H.R. (2001) Using
online roleplay/simulations for creating learning experiences. CAL-laborate,
7, October, 23-25.
J20. Shahin M.A., Jaksa M.B. and Maier H.R. (2001) Artificial neural network
applications in geotechnical engineering. Australian
Geomechanics, 36(1), 49-62.
J19. Maier H.R., Sayed T. and Lence B.J. (2001) Forecasting cyanobacterium
Anabaena spp. using B-spline neurofuzzy models. Ecological
Modelling, 146(1-3), 85-96.
J18. Maier H.R., Burch M.D. and Bormans M. (2001) Flow management strategies
to control blooms of the cyanobacterium Anabaena circinalis in the River
Murray at Morgan, South Australia. Regulated
Rivers: Research and Management, 17(6), 637-650.
J17. Maier H.R., Lence B.J., Tolson B.A. and Foschi R.O. (2001) First-order
reliability method for estimating reliability, vulnerability and resilience. Water
Resources Research, 37(3), 779-790.
J16. Maier H.R. and Dandy G.C. (2001) Neural network based modelling of environmental
variables: a systematic approach. Mathematical
and Computer Modelling, 33(6-7), 669-682.
J15. Vasquez, J.A., Maier H.R., Lence B.J. and Tolson B.A. (2000) Achieving
water quality system reliability using genetic algorithms. Journal
of Environmental Engineering, ASCE, 126(10), 954-962.
J14. Baker P.D., Brookes J.D., Burch, M.D., Maier H.R. and Ganf G.G. (2000)
Advection, growth and nutrient status of phytoplankton populations in the lower
River Murray, South Australia. Regulated
Rivers: Research and Management, 16(4), 327-344.
J13. Maier H.R., Sayed T. and Lence B.J. (2000) Forecasting cyanobacterial
concentrations using B-spline networks. Journal
of Computing in Civil Engineering, ASCE, 14(3), 183-189.
J12. Maier H.R. and Dandy G.C. (2000) Neural networks for the prediction and
forecasting of water resources variables: a review of modelling issues and applications.
Environmental Modelling
and Software, 15(1), 101-124.
J11. Maier H.R. and Dandy G.C. (1999) Empirical comparison of various methods
for training feedforward neural networks for salinity forecasting. Water
Resources Research, 35(8), 2591-2596.
J10. Maier H.R. and Dandy G.C. (1998) The effect of internal parameters and
geometry on the performance of back-propagation neural networks: an empirical
study. Environmental
Modelling and Software, 13(2), 193-209.
J9. Maier H.R. and Dandy G.C. (1998) Understanding the behaviour and optimising
the performance of back-propagation neural networks: an empirical study. Environmental
Modelling and Software, 13(2), 179-191.
J8. Maier H.R., Dandy G.C. and Burch M.D. (1998) Use of artificial neural
networks for modelling the incidence of cyanobacteria Anabaena spp. in
River Murray, South Australia. Ecological
Modelling, 105(2/3), 257-272.
J7. Maier H.R. and Dandy G.C. (1997) Author's reply to comments by Fortin,
V., Ouarda, T.B.M.J. and Bobee, B. on "The use of artificial neural networks
for the prediction of water quality parameters" by Maier, H.R. and Dandy,
G.C. Water Resources Research,
33(10), 2425-2427.
J6. Bormans M., Maier H.R., Burch M.D. and Baker P. (1997) Temperature stratification
in the lower Murray river: implication for cyanobacterial bloom development. Marine
and Freshwater Research, 48(7), 647-654.
J5. Webster I.T., Maier H.R., Baker P. and Burch M.D. (1997) The influence
of wind on water levels and lagoon-river exchange in the River Murray, Australia.
Marine and Freshwater Research,
48(6), 541-550.
J4. Maier H.R. and Dandy G.C. (1997) Determining inputs for neural network
models of multivariate time series. Microcomputers
in Civil Engineering - Journal of Computer-Aided Civil and Infrastructure Engineering,
12(5), 353-368.
J3. Maier H.R. and Dandy G.C. (1997) Modelling cyanobacteria (blue-green algae)
in the River Murray using artificial neural networks. Mathematics
and Computers in Simulation, 43(3-6), 377-386.
J2. Maier H.R. and Dandy G.C. (1996) Neural network models for forecasting
univariate time series. Neural
Network World, 6(5),
747-771.
J1. Maier H.R. and Dandy G.C. (1996) The use of artificial neural networks
for the prediction of water quality parameters. Water
Resources Research, 32(4), 1013-1022.
Conference Papers - Invited
I5. Maier H.R. and Ascough II, J.C. (2006) Uncertainty in environmental decision-making:
issues, challenges and future directions. In: Voinov, A., Jakeman, A., Rizzoli,
A., Eds., Proceedings of the iEMSs Third Biennial Meeting: Summit on Environmental
Modelling and Software. iEMSs, Burlington, VT, USA, July 2006. Internet: http://www.iemss.org/iemss2006/sessions/all.html
(Invited Key Position Paper).
I4. Maier H.R. (2005) The Mekong e-Sim: an online roleplay simulation for developing
engineering graduate attributes. ASEE/AaeE 4th Global Colloquium on Engineering
Education Pre-Colloquium Event; 2nd Environmental Engineering Eacademics' Workshop:
The Future for Environmental Engineering, Sydney, September 26. (Invited Paper)
I3. Kirkpatrick D., McLaughlan R.G., Maier H.R., Hirsch P. (2002) Developing
scholarship through collaboration in an online roleplay-simulation: Mekong eSim,
a case study. Invited Paper, Proceedings of the Scholarly Inquiry in Flexible
Science Teaching and Learning Symposium, UniServe Science, The University
of Sydney, pp.13-18.
I2. Lence B.J. and Maier H.R. (2001) The role of reliability, vulnerability
and resilience in the management of water quality systems. 2001 Spring Meeting
of the American Geophysical Union, Boston, June 1.
I1. Maier H.R. and Dandy G.C. (1995) Modelling cyanobacteria (blue-green algae)
in the River Murray using artificial neural networks. International Congress
on Modelling and Simulation (Modsim 95), Newcastle, Australia, November 27-30,
Vol. 3, pp.268-275.
Conference Papers - Refereed
C57. Fernando T.M.K.G., Maier H.R., Dandy G.C. and Croke B.F.W. (2007) Assessing
prediction uncertainty in the BIGMOD model: A shuffled complex evolution Metropolis
algorithm approach, in Oxley, L. and Kulasiri, D. (eds) MODSIM 2007 International
Congress on Modelling and Simulation. Modelling and Simulation Society of Australia
and New Zealand, December 2007, 1499-1505. ISBN : 978-0-9758400-4-7.
C56. Ravalico J.K., Dandy G.C. and Maier H.R. (2007) MORE sensitivity analysis
of the MSM-BIGMOD River Murray flow and salinity model, in Oxley, L. and Kulasiri,
D. (eds) MODSIM 2007 International Congress on Modelling and Simulation. Modelling
and Simulation Society of Australia and New Zealand, December 2007, 2754-2760.
ISBN : 978-0-9758400-4-7.
C55. Rowan T.S.C., Maier H.R., Connor J. and Dandy G.C. (2007) Development
of an integrated modelling framework to investigate environmental and economic
management objectives in an irrigated landscape, in Oxley, L. and Kulasiri, D.
(eds) MODSIM 2007 International Congress on Modelling and Simulation. Modelling
and Simulation Society of Australia and New Zealand, December 2007, 25-31.
ISBN : 978-0-9758400-4-7.
C54. Maier H.R. (2006) Meeting the challenges of engineering education via
online roleplay simulations. Proceedings of the 17th Annual Conference of the
Australasian Association for Engineering Education, Auckland, New Zealand,
December 10-13.
C53. Maier H.R. and Rowan T.S.C. (2006) Increasing student engagement with
graduate attributes. Proceedings of the 17th Annual Conference of the Australasian
Association for Engineering Education, Auckland, New Zealand, December 10-13.
C52. Walker D.J., Oehlers D.J. and Maier H.R. (2006) Student attitudes to a
novel assessment method in engineering. Proceedings of the 17th Annual Conference
of the Australasian Association for Engineering Education, Auckland, New Zealand,
December 10-13.
C51. May R.J., Dandy G.C., Maier H.R. and Fernando T.M.K.G. (2006) Critical
values of a kernel density-based mutual information estimator. IEEE World Congress
of Computational Intelligence, Vancouver, Canada, July 16-21, Proceedings
on DVD.
C50. Kingston G.B., Maier H.R. and Lambert M.F. (2006) Forecasting cyanobacteria
with Bayesian and deterministic artificial neural networks. IEEE World Congress
of Computational Intelligence, Vancouver, Canada, July 16-21, Proceedings
on DVD.
C49. Gibbs M.S., Maier H.R., Dandy G.C. and Nixon J.B. (2006) On the effect
of epistasis and problem size on the optimum GA population size. IEEE World
Congress of Computational Intelligence, Vancouver, Canada, July 16-21, Proceedings
on DVD.
C48. Broad D.R., Dandy G.C., Maier H.R., and Nixon J.B. (2006) Improving metamodel-based
optimisation of water distribution systems with local search. IEEE World Congress
of Computational Intelligence, Vancouver, Canada, July 16-21, Proceedings
on DVD.
C47. Ravalico J.K., Dandy G.C. and Maier H.R. (2006) Rank equivalence method
for sensitivity analysis of an integrated model of a river catchment. In: Voinov,
A., Jakeman, A., Rizzoli, A., Eds., Proceedings of the iEMSs Third Biennial
Meeting: Summit on Environmental Modelling and Software. iEMSs, Burlington,
VT, USA, July 2006. Internet: http://www.iemss.org/iemss2006/sessions/all.html
C46. Kingston G.B., Maier H.R. and Lambert M.F. (2005) A
Bayesian approach to artificial neural network model selection. In Zerger,
A. and Argent, R.M. (eds) MODSIM 2005 International Congress on Modelling and
Simulation. Modelling and Simulation Society of Australia and New Zealand,
December 2005, pp. 1853-1859. ISBN: 0-9758400-2-9.
C45. Rowan T.S.C., Maier H.R., Connor J. and Dandy G.C. (2005) Development
of an integrated modelling framework for the assessment if river management policies.
In Zerger, A. and Argent, R.M. (eds) MODSIM 2005 International Congress on
Modelling and Simulation. Modelling and Simulation Society of Australia and
New Zealand, December 2005, pp. 1970-1976. ISBN: 0-9758400-2-9.
C44. Ravalico J.K., Maier H.R., Dandy G.C., Norton J.P. and Croke B.F.W. (2005)
A
comparison of sensitivity analysis techniques for complex models for environmental
management. In Zerger, A. and Argent, R.M. (eds) MODSIM 2005 International
Congress on Modelling and Simulation. Modelling and Simulation Society of
Australia and New Zealand, December 2005, pp. 2533-2539. ISBN: 0-9758400-2-9.
C43. Fernando T.M.K.G., Maier H.R., Dandy G.C. and May R. (2005) Efficient
selection of inputs for artificial neural network models. In Zerger, A. and
Argent, R.M. (eds) MODSIM 2005 International Congress on Modelling and Simulation.
Modelling and Simulation Society of Australia and New Zealand, December 2005,
pp. 1806-1812. ISBN: 0-9758400-2-9.
C42. Iseri Y., Dandy G.C., Maier H.R., Kawamura A. and Jinno K. (2005) Medium
term forecasting of rainfall using artificial neural networks. In Zerger,
A. and Argent, R.M. (eds) MODSIM 2005 International Congress on Modelling and
Simulation. Modelling and Simulation Society of Australia and New Zealand,
December 2005, pp. 1834-1840. ISBN: 0-9758400-2-9.
C41. Norton J.P., Chiew F.H.S., Dandy G.C. and Maier H.R. (2005) A
parameter-bounding approach to sensitivity assessment of large simulation models.
In Zerger, A. and Argent, R.M. (eds) MODSIM 2005 International Congress on
Modelling and Simulation. Modelling and Simulation Society of Australia and
New Zealand, December 2005, pp. 2519-2525. ISBN: 0-9758400-2-9.
C40. Daniell K.A., Sommerville H.C., Foley B.A., Maier H.R., Malovka D.J. and
Kingsborough A.B. (2005) Integrated
urban system modelling: Methodology and case study using multi-agent systems.
In Zerger, A. and Argent, R.M. (eds) MODSIM 2005 International Congress on Modelling
and Simulation. Modelling and Simulation Society of Australia and New Zealand,
December 2005, pp. 2026-2032. ISBN: 0-9758400-2-9.
C39. Shahin M.A., Maier H.R. and Jaksa M.B. (2005) Investigation
into the robustness of artificial neural networks for a case study in civil engineering.
In Zerger, A. and Argent, R.M. (eds) MODSIM 2005 International Congress on
Modelling and Simulation. Modelling and Simulation Society of Australia and
New Zealand, December 2005, pp. 79-83. ISBN: 0-9758400-2-9.
C38. Shahin M.A., Jaksa M.B. and Maier H.R. (2005) Stochastic
simulation of settlement prediction of shallow foundations based on a deterministic
artificial neural network model. In Zerger, A. and Argent, R.M. (eds) MODSIM
2005 International Congress on Modelling and Simulation. Modelling and Simulation
Society of Australia and New Zealand, December 2005, pp. 73-78. ISBN: 0-9758400-2-9.
C37. Baron J. and Maier H.R. (2005) The
challenge of maintaining the momentum. Conference of the Australasian Society
for Computers in Learning in Tertiary Education (ASCILITE 2005), Brisbane,
Australia, December 4-7, pp.57-66.
C36. Maier H.R. and Baron J. (2005) Developing online roleplay simulations
for preparing engineering students for multidisciplinary and international practice.
Proceedings of the 2005 ASEE/AaeE 4th Global Colloquium on Engineering Education,
Australasian Association for Engineering Education. Sydney, Australia, September
26-30.
C35. Daniell T.M. and Maier H.R. (2005) Embedding sustainability in civil and
environmental engineering courses. Proceedings of the 2005 ASEE/AaeE 4th Global
Colloquium on Engineering Education, Australasian Association for Engineering
Education. Sydney, Australia, September 26-30.
C34. Foong W., Maier H.R. and Simpson A.R. (2005) Ant optimisation for power
plant maintenance scheduling optimisation. Proceedings of the Genetic and Evolutionary
Computation Conference (GECCO 2005). Washington D.C., USA. June 25 - 29, Vol.
1, pp.249-256.
C33. Foong W., Maier H.R. and Simpson A.R. (2005) Ant optimisation for power
plant maintenance scheduling optimisation. Proceedings of the Graduate Student
Workshop at the 2005 Genetic and Evolutionary Computation Conference (GECCO-2005).
Washington D.C., USA. June 25 - 29.
C32. Kingston G.B., Maier H.R. and Lambert M.F. (2005) A Bayesian method to
improve the extrapolation ability of ANNs. The 14th IASTED Conference on Applied
Modelling and Simulation (ASM 2005), Benalmadena, Spain, June 15-17.
C31. Hyde K.M. and Maier H.R. (2004) Distance based uncertainty analysis for
multi-criteria decision analysis in Ecxel using visual basic for applications
(VBA). Managing uncertainty in decision support models (MUDSM 2004), 15th
Mini-EURO Conference, Coimbra, Portugal, September 22-24.
C30. Leonard M., Maier H.R., Simpson A.R., Zecchin A.C., Roberts A.J., Berrisford
M.J. and Nixon J.B. (2004) Hydraulic risk assessment of water distribution systems.
8th National Conference on Hydraulics in Water Engineering, Surfers Paradise,
Australia, July 13-16 Proceedings on CD-ROM.
C29. Gibbs M.S., Maier H.R. and Dandy G.C. (2004) Applying fitness landscape
measures to water distribution optimisation problems. Sixth International Conference
on Hydroinformatics, Singapore, June 21-24, Vol. 1, pp.795-802.
C28. Kingston G.B., Maier H.R. and Lambert M.F. (2004) A statistical input
pruning method for artificial neural networks used in environmental modelling.
Transactions of the 2nd
Biennial Meeing of the International Environmental Modelling and Software Society,
Osnabrück, Germany, June 14-17, pp.87-92.
C27. May R.J., Maier H.R., Dandy G.C. and Nixon J.B. (2004) Control-oriented
water quality modelling using artificial neural networks. Enviro '04, Sydney,
Australia, May 28-June 10, Proceedings on CD-ROM.
C26. Kingston, G.B., Heneker, T. M., Lambert, M. F. and Maier, H.R. (2003)
A comparison of conceptual and empirical modelling methods for simulation of catchment
runoff. 28th Hydrology and Water Resources Symposium, The Institution of
Engineers, Australia, Wollongong, Australia, Nov 10-13, Vol. 2, pp.299-306.
C25. Maier H.R., Butchart M., Finkemeyer T., Radbone L., Hume T. and Goonan
P. (2003) Investigation into the robustness of Australian river assessment clusters.
28th Hydrology and Water Resources Symposium, The Institution of Engineers,
Australia, Wollongong, Australia, Nov 10-13, Vol. 2, pp.89-96.
C24. Shahin M.A., Maier H.R. and Jaksa M.B. (2003) Neural
and neurofuzzy techniques applied to modelling settlement of shallow foundations
on granular soils. Modsim 2003 - International Congress on Modelling and
Simulation, Modelling and Simulation Society of Australia and New Zealand
Inc, Townsville, Australia, 14-17 July, Vol. 4, pp.1886-1891.
C23. Hyde K.M., Maier H.R. and Colby C.B. (2003) The
applicability of robustness measures to water resources decision making. Modsim
2003 - International Congress on Modelling and Simulation, Modelling and Simulation
Society of Australia and New Zealand Inc, Townsville, Australia, 14-17 July, Vol.
4, pp.1639-1644.
C22. Kingston G.B., Lambert M.F. and Maier H.R. (2003) Development
of stochastic artificial neural networks for hydrological prediction. Modsim
2003 - International Congress on Modelling and Simulation, Modelling and Simulation
Society of Australia and New Zealand Inc, Townsville, Australia, 14-17 July, Vol.
2, pp.837-842.
C21. Kingston G.B., Maier H.R. and Lambert M.F. (2003) Understanding
the mechanisms modelled by artificial neural networks for hydrological prediction.
Modsim 2003 - International Congress on Modelling and Simulation, Modelling
and Simulation Society of Australia and New Zealand Inc, Townsville, Australia,
14-17 July, Vol. 2, pp.825-830.
C20. Maier H.R., Radbone L., Finkemeyer T., Hume T.. Butchart M. and Goonan
P. (2003) Optimising
the mutual information of ecological data clusters using genetic algorithms.
Modsim 2003 - International Congress on Modelling and Simulation, Modelling
and Simulation Society of Australia and New Zealand Inc, Townsville, Australia,
14-17 July, Vol. 2, pp.807-812.
C19. Zecchin A.C., Maier H.R, Simpson A.R., Roberts A., Berrisford M.J. and
Leonard M. (2003) Max-min
ant system applied to water distribution system optimisation. Modsim 2003
- International Congress on Modelling and Simulation, Modelling and Simulation
Society of Australia and New Zealand Inc, Townsville, Australia, 14-17 July, Vol.
2, pp.795-800.
C18. Gibbs M.S., Morgan N., Maier H.R., Dandy G.C. Holmes M. and Nixon J.B.
(2003) Use
of artificial neural networks for modelling chlorine residuals in water distribution
systems. Modsim 2003 - International Congress on Modelling and Simulation,
Modelling and Simulation Society of Australia and New Zealand Inc, Townsville,
Australia, 14-17 July, Vol. 2, pp.789-794.
C17. Bowden G.J., Nixon J.B., Dandy G.C., Maier H.R. and Holmes M. (2003) Forecasting
chlorine residuals in a water distribution system using a general regression neural
network. Modsim 2003 - International Congress on Modelling and Simulation,
Modelling and Simulation Society of Australia and New Zealand Inc, Townsville,
Australia, 14-17 July, Vol. 2, pp.783-788.
C16. Shahin M.A., Jaksa M.B. and Maier H.R. (2003) Neurofuzzy networks applied
to settlement of shallow foundations on granular soils. Applications of Statistics
and Probability in Civil Engineering, ICASP9, edited by A. Der Kiureghian,
S. Madanat and J.M. Pestana, San Francisco, Millpress, Rotterdam, Vol. 2, pp.1379-1383.
C15. Chow C., Morgan N., Steinhöfer S., Maier H.R. and Drikas M. (2003)
Evaluation of enhanced coagulation using artificial neural network modelling -
a pilot plant study. AWA 20th Convention, The Australian Water Association,
Perth, Australia, April 6 - 10, Proceedings on CD-ROM.
C14. ANNEXG - Artificial Neural Network Experiment Group (Maier H.R. co-author)
(2002) An international comparative study of artificial neural network techniques
for river stage forecasting. 8th National Hydrology Symposium, British
Hydrological Society, Birmingham University, 8 - 11 September, ISBN 090374105X,
pp 75-81.
C13. Clark T., Kingston G., Frazer A., Sanderson A. and Maier H.R. (2002) Effectiveness
of flow management in reducing the risk of cyanobacterial blooms in rivers. 27th
Hydrology and Water Resources Symposium, The Institution of Engineers, Australia,
Melbourne, Australia, May 20-23, Proceedings on CD-ROM.
C12. Maier H.R. , Lence B.J. and Tolson B.A. (2002) The role of reliability,
vulnerability and resilience in the management of water quality systems. 27th
Hydrology and Water Resources Symposium, The Institution of Engineers, Australia,
Melbourne, Australia, May 20-23, Proceedings on CD-ROM.
C11. McLaughlan R.G., Kirkpatrick D., Maier H.R. and Hirsch P. (2001) Academic
and institutional issues related to the planning and implementation of a multi-disciplinary
roleplay-simulation involving collaboration across institutions. In G.Kennedy,
M.Keppell, C. McNaught and T. Petrovic (Eds.), Meeting at the Crossroads.
Proceedings of the 18th Annual Conference of the Australian Society for Computers
in Learning in Teritiary Education. (pp. 407-415). Melbourne: Biomedical Multimedia
Unit, The University of Melbourne.
C10. Simpson A.R., Maier H.R., Foong W.K., Phang K.Y., Seah H.Y. and Tan C.L.
(2001) Selection of parameters for ant colony optimisation applied to the optimal
design of water distribution systems. International Congress on Modelling and
Simulation (Modsim 2001), Canberra, Australia, 10-13 December, Vol. 4, pp.1931-1936.
C9. Bowden G.J., Maier H.R. and Dandy G.C. (2001) Understanding the range
of applicability of artificial neural network models. International Congress
on Modelling and Simulation (Modsim 2001), Canberra, Australia, 10-13 December,
Vol. 4, pp.1919-1924.
C8. Maier H.R., Sayed T. and Lence B.J. (2000) Forecasting cyanobacterium
Anabaena spp. using B-spline neurofuzzy models. Paper presented at the 2nd
International Conference on Applications of Machine Learning to Ecological Modelling,
Adelaide, Australia, 27 November - 1 December (Full paper published in a special
edition of Ecological
Modelling - see Section on Refereed Journal Papers).
C7. Bowden G.J., Dandy G.C. and Maier H.R. (2000) Identification of inputs
for artificial neural network (ANN) based ecological modelling. Paper presented
at the 2nd International Conference on Applications of Machine Learning to
Ecological Modelling, Adelaide, Australia, 27 November - 1 December.
C6. Bowden G.J., Dandy G.C. and Maier H.R. (2000) Use of evolutionary artificial
neural network models to forecast concentrations of cyanobacteria in the River
Murray. Proceedings of Hydro 2000: 3rd International Hydrology and Water Resources
Symposium of the Institution of Engineeris, Australia, Perth, Australia, November
20-23, Vol. 1, pp.120-125.
C5. Maier H.R. (1999) Artificial neural networks in hydrology - applications
and future directions, Proceedings of the 30th Anniversiary Seminar of the
Hydrological Society of South Australia (Living With Water), Adelaide, Australia,
October 21, pp.76-81.
C4. Burch M.D., Maier H.R. and Bormans M. (1998) Flow management strategies
to control cyanobacterial blooms in the lower River Murray. Proceedings (CD-ROM),
WaterTECH, Brisbane, Australia, April 27-28, Australian Water and Wastewater
Association.
C3. Maier H.R. and Dandy G.C. (1997) Neural network based modelling of environmental
variables: A systematic approach. International Congress on Modelling and Simulation
(Modsim 97), Hobart, Australia, December 8-12, Vol. 4, pp.1671-1676.
C2. Dandy G.C. and Maier H. R. (1996) Use of artificial neural networks for
real time forecasting of water quality. International Conference on Water Resources
& Environment Research: Towards the 21st Century, Kyoto, Japan, October
29-31, Vol. II, pp.55-62.
C1. Maier H.R. and Dandy G.C. (1994) Forecasting salinity using neural networks
and multivariate time series models. Water Down Under 94, Adelaide, South
Australia, November 21-25, Vol. 1, pp.297-302.
Conference Papers - Refereed by Abstract
C27. Ravalico J.K., Maier H.R. and Dandy G.C. (2007) Even MORE - an extension
to the MORE method of sensitivity analysis. 5th International Conference in Sensitivity
Analysis of Model Output, Budapest, Hungary, June 18-22.
C26. Broad D.R., Maier H.R., Dandy G.C. and Nixon J.B. (2006) Optimal design
of water distribution systems including water quality and system uncertainty.
8th Water Distribution Systems Analysis Symposium (WDSA 2006), Cincinnati, Ohio,
August 27-30.
A25. Foong W., Maier H.R. and Simpson A.R. (2005) Ant optimisation for power
plant maintenance scheduling optimisation: Simplified Hydro Tasmania system. 2nd
Multidisciplinary International Conference on Scheduling: Theory & Application
(MISTA-2005). New York, USA. July 18 - 21.
A24. Gibbs M.S., Dandy G.C., Maier H.R. and Nixon J.B. (2005) Selection of
genetic algorithm parameters for water distribution system optimisation. World
Water & Environmental Resource Congress, ASCE, Anchorage, Alaska, USA,
May 15-19.
A23. Broad D.B., Maier H.R., Dandy G.C. and Nixon J.B. (2005) Estimating risk
measures for water distribution systems using metamodels. World Water &
Environmental Resource Congress, ASCE, Anchorage, Alaska, USA, May 15-19.
A22. Goda H.M., Maier H.R. and Behrenbruch P. (2005) The development of an
optimal artificial neural network model for estimating initial, irreducible water
saturation - Australian reservoirs. Asia Pacific Oil and Gas Conference and
Exhibition, Jakarta, Indonesia, April 5-7.
A21. Daniell K.A., Kingsborough A.B., Malovka D.J, Sommerville H.C, Foley B.A.
and Maier H.R., (2005), Sustainability
Assessment of Housing Developments: A New Methodology, CABM-HEMA-SMAGET
Joint Conference on Multi-Agent Modelling for Environmental Management, Bourg-St-Maurice,
21-25 March.
A20. Holmes M., Chow C.W.K., May R.J., Badalyan A., Fitzgerald F., Nixon J.B.,
Dandy G.C. and Maier H.R. (2005) Disinfection residual control tool: Developing
tools for improved disinfection control within water distribution systems. Disinfection
2005 - Sharing Disinfection Technologies: Water, Wastewater, Water Reuse and
Biosolids, Mesa, Arizona, USA, Feb.6-9.
A19. Carrington A., Kindley R., Baron J., Maier H. and Kavanagh S. (2004) Learn
Outside the Box: Reframing the Questions by Combining Scenario-Based Learning
with Online Role Play/Simulation. Best
Practice in e-Learning, Online Conference, University of Calgary.
A18. Hyde K.M. and Maier H.R. (2004) Incorporating a distance-based uncertainty
analysis approach into Promethee. 17th International Conference on Multi Criteria
Decision Analysis, Whistler, Canada, August 6-11.
A17. Broad D.R., Dandy G.C. and Maier H.R. (2004) A metamodelling approach to
water distribution system optimisation. World Water and Environmental Resources
Congress, Salt Lake City, USA, June 27-July 1, Proceedings on CD-ROM.
A16. May R.J., Maier H.R., Dandy G.C. and Nixon J.B. (2004) General regression
neural networks for modelling disinfection residual in water distribution systems.
World Water and Environmental Resources Congress, Salt Lake City, USA,
June 27-July 1, Proceedings on CD-ROM.
A15. Shahin M.A., Jaksa M.B. and Maier H.R. (2004) Applications
of artificial neural networks in foundation engineering, Theme Paper, Theme
No.5: Numerical Modelling and Analysis, International
e-Conference on Modern Trends in Foundation Engineering: Getotechnical Challenges
and Solutions, January 26-30, Chennai, India.
A14. Nixon J.B., Bowden G.J., Dandy G.C., Maier H.R. and Holmes M. (2003) Forecasting
chlorine residuals in a water distribution system using an artificial neural network.
Australian Water Association Regional Conference, Adelaide, Australia,
6 August.
A13. Gee E.M., Mann E.H.G., Bowden G.J., Costelloe J., Puckridge J., Reid J.R.W.
and Maier H.R. (2002) Modelling
fish responses to flow variability in Cooper Creek, South Australia: preliminary
results from studies over two time periods. Riversymposium 2002, Brisbane,
Australia, 3-6 September.
A12. Bowden G.J, Dandy G.C. and Maier H.R. (2002) Ant colony optimisation of
a general regression neural network for forecasting water quality. Hydroinformatics
2002: Proceedings of the Fifth International Conference on Hydroinformatics,
edited by R.A. Falconer, B. Lin, E.L. Harris and C.A.M.E. Wilson, Cardiff, UK,
1-5 July, pp.692-698.
A11. Lauzon N., Lence B.J. and Maier H.R. (2002) Use of artificial intelligence
techniques for the estimation of cyanobacteria (blue-green algae) concentrations.
30th Annual Conference of the Canadian Society for Civil Engineering, Montreal,
Canada, 5-8 June, Proceedings on CD-ROM.
A10. Tolson B.A., Maier H.R. and Simpson A.R. (2001) Reliability based optimisation
of water distribution systems using genetic algorithms. World Water & Environmental
Resource Congress, Orlando, Florida, USA, May 20-24, Proccedings on CD-ROM.
A9. Maier H.R., Simpson A.R., Foong W.K., Phang K.Y., Seah H.Y. and Tan C.L.
(2001) Ant colony optimisation for the optimal design of water distribution systems.
World Water & Environmental Resource Congress, Orlando, Florida, USA,
May 20-24, Proceedings on CD-ROM.
A8. Tolson B.A., Maier, H.R. and Lence B.J. (1999) An application of first
and second order reliability methods for estimating reliability, resilience and
vulnerability in water quality management. Proceedings of the Conference of
the Canadian Water Resources Association, Confronting Uncertainty: Managing
Change in Water Resources and the Environment, Vancouver, British Columbia, Canada,
October 27-29, pp.175-180.
A7. Vasquez. J.A., Maier H.R. and Lence B.J. (1999) Optimizing reliability
in water quality management problems: An application of genetic algorithms. Proceedings
of the Conference of the Canadian Water Resources Association, Confronting
Uncertainty: Managing Change in Water Resources and the Environment, Vancouver,
British Columbia, Canada, October 27-29, pp.181-187.
A6. Burch M.D., Baker P.D., Brookes J.D., Maier H.R., Ganf G.G. and Bormans
M. (1997) Cyanobacterial (blue-green algal) blooms in the River Murray, South
Australia - life on the edge in the lazy river, where speed kills and starvation
is a worry. Paper presented at the Australian Society for Microbiology Annual
Scientific Meeting and Exhibition, Adelaide, South Australia, September 28
- October 3.
A5. Maier H.R. and Cox P.G. (1997) The use of appropriate technology in the
provision of water supply in Western Samoa. Paper presented at the VIII Pacific
Science Inter-Congress, Suva, Fiji, July 13-19.
A4. Baker P.D., Burch M.D. and Maier H.R. (1996) The role of wetlands as a
source of recruitment for planktonic cyanobacteria in the lower River Murray.
Paper presented at the 35th Congress of the Australian Society for Limnology,
Berri, South Australia, September 30 - October 2.
A3. Burch M.D., Baker P.D., Ganf G.G., Maier H.R. and Brookes J.D. (1996)
Transport and growth of phytoplanktons in the lower River Murray, South Australia.
Paper presented at the 35th Congress of the Australian Society for Limnology,
Berri, South Australia, September 30 - October 2.
A2. Maier H.R. and Wright C.J. (1995) Rainfall monitoring in the Gammon Ranges
of South Australia. Paper presented at the 9th Australia New Zealand Climate
Forum, Wirrina Cove Resort, South Australia, February 12-15.
A1. Dandy G.C. and Maier H.R. (1993) Use of artificial neural networks for
forecasting water quality. Preprints, Stochastic and Statistical Methods in
Hydrology and Environmental Engineering: An International Conference in Honour
of Professor T.E. Unny, University of Waterloo, Ontario, Canada, June 21-25,
pp. 509-511.
Reports
R11. Daniell K.A., Kingsborough A.B., Malovka D.J., Sommerville H.C., Foley
B.A. and Maier H.R. (2004) A review of sustainability assessment for housing developments.
Research Report No. R175 (pdf 777kB), School
of Civil and Environmental Engineering, The University of Adelaide, South Australia,
May.
R10. Shahin M.A., Maier, H.R. and Jaksa M.B. (2000) Evolutionary data division
methods for developing artificial neural network models in geotechnical engineering.
Research Report No. R171 (pdf 209kB), School
of Civil and Environmental Engineering, The University of Adelaide, South Australia,
November.
R9. Shahin M.A., Jaksa M.B. and Maier H.R. (2000) Predicting the settlement
of shallow foundations on cohesionless soils using back-propagation neural networks.
Research Report No. R167 (pdf 188kB), School
of Civil and Environmental Engineering, The University of Adelaide, South Australia,
February.
R8. Maier H.R. and Dandy G.C. (1995) Effect of neural network parameters and
geometry on the performance of backpropagation networks. Research Report No.
R132, School of Civil and Environmental Engineering, The University of Adelaide,
South Australia, October.
R7. Maier H.R. (1995) A review of artificial neural networks. Research
Report No. R131, School of Civil and Environmental Engineering, The University
of Adelaide, South Australia, August.
R6. Maier H.R. and Dandy G.C. (1995) Application of multivariate time series
modelling to the prediction of salinity. Research Report No. R129, School
of Civil and Environmental Engineering, The University of Adelaide, South Australia,
July.
R5. Maier H.R. and Dandy G.C. (1995) Comparison of the Box-Jenkins procedure
with artificial neural network methods for univariate time series modelling. Research
Report No. R127, School of Civil and Environmental Engineering, The University
of Adelaide, South Australia, June.
R4. Maier H.R. and Wright C.J. (1995) Rainfall monitoring report: 1988-1993.
Gammon Ranges Scientific Project, Scientific Expedition Group, January.
R3. Maier H.R. and Dandy G.C. (1994) Blue-green algae in the River Murray.
General Report No. G25, School of Civil and Environmental Engineering,
The University of Adelaide, South Australia, December.
R2. Maier H.R. and Dandy G.C. (1994) Methods for determining inputs for artificial
neural networks used in multivariate time series modelling, Research Report
No. R121. School of Civil and Environmental Engineering, The University of
Adelaide, South Australia, November.
R1. Maier H.R. and Dandy G.C. (1993) The application of artificial neural
networks to the prediction of salinity. Research Report No. R101, School
of Civil and Environmental Engineering, The University of Adelaide, South Australia,
February.
Research
Research Interests
1. Sustainable infrastructure and natural resources management:
- Prediction, forecasting and data analysis using statistically-based techniques:
- Artificial neural networks
- Neurofuzzy methods
- Self-organising maps
- Mutual information
- Optimisation using evolutionary algorithms and other heuristics derived from
nature:
- Genetic algorithms
- Ant colony algorithms
- Sensitivity, risk and uncertainty analysis:
- Monte Carlo simulation
- First order reliability analysis
- Set-to-set mapping
- Sustainability assessment and decision-making:
- Multi-criteria decision analysis
- Agent-based modelling
- Optimal design and operations of water supply and irrigation systems
- Rainfall-runoff modelling
- Water quality management in rivers
- River health assessment
- Hydropower system management
2. Engineering education:
- Roleplay-simulations
- Active learning methods for developing graduate attributes
- Assessment of open-ended problems
- Embedment of sustainability in engineering degree programs
Postgraduate Students
| 2008-present |
Gayani Fernando (Co-Supervisor, 50%) |
| 2007-present |
Daniel Partington (Principal Supervisor, 50%)
Wenyan Wu (Co-Supervisor, 50%)
Abigail Goodman (Co-Supervisor, 25%) |
| 2006-present |
Alice Weatherford (Co-Supervisor, 50%) |
| 2004-present |
Tim Rowan (Principal Supervisor, 80%)
Amber Welk (Co-Supervisor, 20%)
Jakin Ravalico (Principal Supervisor, 50%)
Received Award from International Environmental Modelling and Software Society
Received Award and High Commendation from Modelling and Simulation Society
of Australia and New Zealand |
| 2003-present |
Matthew Gibbs (Principal Supervisor, 50%)
Darren Broad (Co-Supervisor, 50%)
Received CRC for Water Quality and Treatment Best Paper Award
Robert May (Principal Supervisor, 50%) |
| 2003-2007 |
Wai-Kuan Foong (Principal Supervisor, 50%) |
| 2003-2006 |
Hussam Goda (Co-Supervisor, 30%) |
| 2002-2006 |
Kylie Hyde (Principal Supervisor, 70%)
Greer Kingston (Principal Supervisor, 80%)
Received High Commendation from Modelling and Simulation Society of Australia
and New Zealand |
| 2000-2002 |
Mohamed Shahin (Co-Supervisor, 50%) |
| 1999-2002 |
Gavin Bowden (Co-Supervisor, 50%)
Received Australian Water Association Postgraduate Research Award
Received High Commendation from Modelling and Simulation Society of Australia
and New Zealand |
Supervision of Research Associates
| 2007-present |
Wai Kuan Foong (50% supervision) |
| 2007-present |
Matthew Gibbs (50% supervision) |
| 2006-2007 |
Greer Kingston (50% supervision) |
| 2004-2007 |
Gayani Fernando (50% supervision) |
| 2001-2004 |
Aaron Zecchin (casual employment - 50% supervision) |
| 2000 |
Bryan Tolson |
Research Grants
| Year |
Amount |
Source |
Project |
| 2006-2010 |
$430,000 (ARC)
$170,000 (Industry) |
ARC Linkage Projects |
Innovative approach to the optimal management of water resources
and application to the Upper South East Region of South Australia |
| 2006-2009 |
$238,000 (ARC)
$75,000 (Industry) |
ARC Linkage Projects |
Effects of urbanisation and introduced species on rivers and estuaries:
a whole of catchment approach |
| 2006-2007 |
$95,370 |
Centre for Natural Resources Management (CNRM) |
Sensitivity Analysis of Models used to predict the effects of
Policy Decisions on salinity levels in the River Murray |
| 2006-2007 |
$180,000 |
eWater CRC |
New techniques for modelling, optimisation and decision support |
| 2004-2007 |
$252,200 (ARC)
$110,000 (Industry) |
ARC Linkage Projects |
New approach to sensitivity assessment of complex simulation models
for environmental management (with J. Norton, R. Grayson, G. Dandy, M. Kendall
andP. Sharma) |
| 2003 |
$10,000 |
ARC Special Research Initiative |
Sustainable terrestrial and riverine systems through integrated
assessment and modelling (with I. McMahon, A.J. Jakeman, T.A. McMahon, D.V. Marinova,
R.B. Grayson, M. Sivapalan, M. McAleer, H.P. Possingham, S.E. Bunn, J.D. Kalma,
G.A. Kuczera, S.W. Franks, P.M. Davies, N.A. Gunningham, S.G. Roberts, J.S. McCalman,
A.J. Baddeley, J. Chesson, R.A. Letcher, J.M. Hughes, B.E. Nancarrow, A. Voinov,
B. Ekasingh, M.K. van Ittersum, C. Pahl-Wostl, M.P. Burton, F.H.S. Chiew, K. Reynolds
and C.B. Hinz) |
| 2003-2004 |
$132,984 |
ARC Discovery |
New techniques for artificial neural network modelling in hydrology
(with G. Dandy and C. Dawson) |
| 2003 |
$5,000 |
ECMS Faculty Small Research Grants Scheme |
Improved approach for the optimisation of water distribution networks |
|
2003-2005
|
$40,000
|
Hydro Tasmania |
Optimal maintenance scheduling for hydro power stations using
ant colony optimisation (with A. Simpson) |
| 2002-2005 |
$402,000 |
CRC Water Quality & Treatment |
Development of tools for improved disinfection control (with M.
Holmes, C. Chow, G. Dandy, J. Nixon and A. Badalyan) |
| 2002-2005 |
$274,000 |
CRC Water Quality & Treatment |
Decision support system to maintain water quality in water distribution
systems (with G. Dandy, G. Ryan, F. Pamminger, J. Nixon and M. Holmes) |
| 2002 |
$9,000 |
University of Adelaide |
New techniques for artificial neural network modelling in hydrology
(with G. Dandy) |
| 2002-2004 |
$91,000 |
ARC Discovery |
Improving flow management for the control of blue-green algal
bloms |
| 2002-2004 |
$135,270 (ARC
$40,000 (Industry) |
ARC Linkage Projects |
Desalination options for metropolitan Adelaide's water supply
and implications for water resource allocation for regional communities (with
C. Colby, B. O'Neil, P. Bradshaw and B. Van Der Wel.) |
| 2001 |
$5,000 |
CRC Water Quality & Treatment |
Control of water treatment processes using artificial neural
network modelling (with C. Chow) |
| 2001 |
$12,000
$3,000
|
University of Adelaide
United Water
|
Optimisation of water distribution systems including the effects
of uncertainty (with A. Simpson) |
| 2001 |
$10,000 |
University of Adelaide |
Mekong e-sim: a distributed computer supported role-play/simulation
(with K. Walker and R. McLaughlan) |
| 2000 |
$14,000 |
Australian Research Council |
Assessment of effectiveness of flow management strategies in reducing
the frequency and intensity of cyanobacterial (blue-green algal) blooms |
| 1998 |
$4,000 |
CRC Water Quality & Treatment |
Flow management strategies to control cyanobacterial blooms in
the lower River Murray (with M. Burch) |
Journal Review
Reviewer, Environmetrics.
Reviewer, Environmental Modelling and Software.
Reviewer, Journal of the American Water Resources Association.
Reviewer, IEEE Transactions on Neural Networks.
Reviewer, Aquatic Ecology.
Reviewer, Journal of Environmental Engineering, ASCE.
Reviewer, Water Resources Research.
Reviewer, River Research and Applications (formerly Regulated Rivers: Research
and Management)
Reviewer, Journal of Hydraulic Engineering, ASCE.
Reviewer, Journal of Water Resources Planning and Management, ASCE.
Reviewer, Journal of Environmental Engineering and Science.
Reviewer, Journal of Hydrology.
Reviewer, Water Management Journal, ICE.
Reviewer, Mathematical and Computer Modelling.
Reviewer, Advances in Engineering Software.
Reviewer, International Journal of Engineering Education
Reviewer, Engineering Optimisation.
Research Grant Review
Reviewer, Natural Science and Research Council of Canada
Reviewer, National Science Foundation, USA
Reviewer, Australian Research Council
Reviewer, Natural Environment Research Council, UK
Reviewer, Israel Science Foundation
Reviewer, Council for Earth and Life Sciences, the Netherlands
Reviewer, City University of Hong Kong
Editorial Responsibilities - Journals
- 2006-present: Member, Editorial Board, Environmental Modelling and
Software, Elsevier.
- 2006: Guest Editor, Mathematical and Computer Modelling, Special Issue
on "Application of Natural Computing Methods to Water Resources and Environmental
Modelling", Elsevier.
Editorial Responsibilities and Organisation - Conference
- 2008: Member of Technical Committee, 2008 IEEE World Congress on Computational
Intelligence (WCCI 2008), Hong Kong, June 1-6.
- 2008: Member of International Scientific Committee, Water Down Under
2008: the 4th International Conference on Water Resources and Environment Research
and the 31st Hydrology and Water Resources Symposium, April 14-17, Adelaide, Australia.
- 2007: Member of Program Committee, 2007 International Conference on
Computational Intelligence and Software, Harbin, China, December 17-19.
- 2007: Member of Program Committee, Eighteenth Annual Conference of
the Australasian Association for Engineering Education, Melbourne, Australia,
December 9-13.
- 2007: Reviewer, 2007 International Joint Conference on Neural Networks
(IJCNN 2007), Orlando, Florida, USA, August 12-17
- 2007: Organisation of session on "Innovations in water engineering:
The role of data based techniques" for Modsim 2007: International Congress
on Modelling and Simulation, December 10-13, Christchurch, New Zealand, December
2007.
- 2006: Member of Program Committee, 2006 International Conference on
Computational Intelligence and Software, Guangzhou, China, November 3-6, 2006.
- 2006: Co-organisation of special session on "Sensitivity and
uncertainty assessment of integrated environmental models" for IEMSS2006:
Summit on Environmental Modelling and Software, International Environmental Modelling
and Software Society, Burlington, Vermont, USA, July 9-12, 2006.
- 2006: Running workshop on Online Roleplay Simulations, 17th Annual
Conference of the Australasian Association for Engineering Education, Auckland,
New Zealand.
- 2006: Reviewer, 17th Annual Conference of the Australasian Association
for Engineering Education, Auckland, New Zealand, December 10-13, 2006.
- 2006: Reviewer, WEA 2006: Fifth International Workshop on Experimental
Algorithms, Menorca Island, Spain, May 24-27, 2006.
- 2005: Reviewer, 4th ASEE/AaeE Global Colloquium on Engineering Education,
Sydney, September 26-30.
- 2005: Organisation of session on "Innovations in water engineering:
The role of data based techniques" for Modsim 2005: International Congress
on Modelling and Simulation, Melbourne, Australia, December 12-15, 2005.
- 2005: Editorial board member, Tenth International Conference on Civil,
Structural and Environmental Engineering Computing, Rome, Italy, August 30-September
2, 2005.
- 2003: Organisation of session on "Natural computing methods for
modelling water resources and hydrology" for Modsim 2003: International Congress
on Modelling and Simulation, Townsville, Australia, July 14-17, 2003.
- 2003: Chairing of technical sessions, Modsim 2003: International Congress
on Modelling and Simulation, Townsville, Australia, July 14-17, 2003.
- 2002: Member of Technical Organising Committee, HYDRO 2002: Conference
on Hydraulics, Water Resources and Ocean Engineering, IIT, Bombay, December 16
- 17, 2002.
- 2001: Organisation of session on "Applications of biologically
inspired modelling methods in water engineering", Modsim 2001: International
Congress on Modelling and Simulation, The Australian National University, Canberra,
Australia, December 10-13, 2001.
- 2001: Editorial board member, Modsim 2001: International Congress on
Modelling and Simulation, The Australian National University, Canberra, Australia,
December 10-13, 2001.
- 2001: Chairing of technical sessions, Modsim 2001: International Congress
on Modelling and Simulation, The Australian National
Teaching
Courses Taught
| C&ENVENG 7029 |
Environmental Modelling, Management and Design (2005-2008) |
| C&ENVENG 4087 |
Environmental Modelling, Management and Design (2000-2008) |
| C&ENVENG 2035 |
Water Engineering II S2 (1999-2005, 2007-2008) |
| C&ENVENG 2026 |
Environmental Engineering II (2000-2006, 2008) |
| C&ENVENG 2014 |
Engineering Modelling and Analysis II (2001) |
| C&ENVENG 1002 |
Civil and Environmental Engineering I (2007) |
| C&ENVENG 3009 |
Environmental Engineering and Design III (Design Project - 1999-2001) |
| 8990 |
Statistical Analysis in Hydrology (1999) |
Teaching Awards
Awarded a Carrick Award for Australian University Teaching for Teaching Excellence,
2006
Awarded the Australasian Association for Engineering Education Excellence in
Engineering Education Award for Excellence in Teaching and Learning in Engineering
Education, 2006
Holger has impressed his peers by the sustained scholarly approach displayed
in his teaching; with the manner in which he has approached improvements to the
student learning experience and the very positive student feedback he has received.
He is a pioneer in the development of role-play simulations for engineering students,
and it is for this approach that he has been recognised within the University
of Adelaide, as well as nationally and internationally. Holger is an inspirational
example of a professional engineer, one who has a command of the literature, generates
original research and uses this scholarly basis to excite students. Holger is
passionate about sharing ideas of sustainable management of natural resources
and their interface with human infrastructure resources with his students.
Awarded Carrick Citation for Outstanding Contributions to Student Learning
for "sustained contributions to the development and promotion of online situational
learning for the development of graduate attributes", 2006
Received a high commendation, "Australasian
Association for Engineering Education Excellence in Engineering Education Award,
Excellence in a Curriculum Team Project in Engineering Education Category",
2005.
"The Mekong e-Sim was designed to facilitate students' awareness of
the political, social, economic and scientific dimensions of decision-making in
situations requiring the management of conflict associated with resource development.
This is a unique teaching and learning activity... [that] has had a significant
impact on progressing the pedagogy associated with internet mediated role-play
simulation by the dissemination of e-Sim knowledge to other disciplines and to
the literature."
Received the "Stephen Cole the Elder Prize for Excellence in Teaching",
The University of Adelaide, 2002.
"It is evident that you have gained the esteem of your colleagues and
students for being an innovative, reflective and enthusiastic teacher."
Received the "Commonwealth of Learning Award of Excellence for Distance
Education Materials" for the Mekong e-Sim project, 2002.
"The Mekong e-Sim programme reflects the growing interest in open and
distance learning practices in the use of online learning technologies to support
learner centeredness and flexible access to learning opportunities. Its educational
design comprises appropriate use of role play simulation in an asynchronous online
educational context including ample opportunity for students to critically reflect
on ensuing discussions and group learning processes. Within this context there
is clear identification of learning outcomes, assessment procedures and opportunities
for feedback for learners. There is evidence in this programme of very astute
usage of delivery technology with optimum opportunities for learners to communicate
from a distance - asynchronously as well as synchronously."
Received the "Pearson Education UniServe Science Teaching Award"
for the Mekong e-Sim project, 2001.
"Your submission was outstanding. Your project was very innovative,
in the sense of being a new way of teaching using information technology. It was
based on sound educational principles and backed by evaluation that was sensible,
thorough and convincing."
Received the ASCILITE (Australasian Society for Computers in Learning in Tertiary
Education) award for "Exemplary use of Electronic Technologies in Teaching
and Learning in Tertiary Education: Best Web Based Project", for the Mekong
e-Sim project, 2001.
Teaching Grants
Teaching Development
Professor Maier is a co-developer and the facilitator of the multi-award winning
Mekong
e-Sim online roleplay simulation.
Consulting Activities
| Year |
Client |
Project |
| 2006 |
ICEWarm |
Review of course material |
| 2003 |
United Water |
Development of artificial neural network model for predicting
chlorine residuals in Myponga trunk main. |
| 2003 |
CRC for Water Quality and Treatment |
Review of decision support systems for maintaining water quality
in water distribution systems. |
| 2000-2003 |
Department of Water Resources, South Australia |
Expert on artificial neural networks on review panel for project
investigating the environmental flow requirements for Australian arid zone rivers. |
| 2001 |
Tonkin Consulting |
Specialist advice on artificial neural network modelling, MDBC
SA River Murray extraction project |
| 2001 |
Generale des Eaux, Paris, France |
Assessment of risk of toxic algae in Paris rivers |
| 2001 |
SA Water |
Development of artificial neural network model for prediction
of alum dose for water treatment |
| 1999 |
Sinclair Knight Merz, Melbourne, Australia |
Investigation into the feasibility of artificial neural network
models for forecasting reservoir inflows for South Australia's water supply headworks |
Areas of Expertise
1. Sustainable infrastructure and natural resources management:
- Prediction, forecasting and data analysis using statistically-based techniques:
- Artificial neural networks
- Neurofuzzy methods
- Self-organising maps
- Mutual information
- Optimisation using evolutionary algorithms and other heuristics derived from
nature:
- Genetic algorithms
- Ant colony algorithms
- Sensitivity, risk and uncertainty analysis:
- Monte Carlo simulation
- First order reliability analysis
- Set-to-set mapping
- Sustainability assessment and decision-making:
- Multi-criteria decision analysis
- Agent-based modelling
- Optimal design and operations of water supply and irrigation systems
- Rainfall-runoff modelling
- Water quality management in rivers
- River health assessment
- Hydropower system management
2. Education and Training:
- Roleplay-simulations
- Active learning methods for developing graduate attributes
- Assessment of open-ended problems
- Embedment of sustainability in engineering degree programs
|