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Yilmaz, Abdullah and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2014) Runoff estimation by machine learning methods and application to the Euphrates Basin in Turkey. Journal of Hydrologic Engineering, 19 (5). 1015 - 1025. ISSN 1084-0699

Barua, Shishutosh, Muttil, Nitin, Ng, A. W. M and Perera, B. J. C (2013) Rainfall trend and its implications for water resource management within the Yarra River catchment, Australia. Hydrological Processes, 27 (12). pp. 1727-1738. ISSN 0885-6087 (print), 1099-1085 (online)

Juwana, Iwan, Muttil, Nitin and Perera, B. J. C (2012) Indicator-based water sustainability assessment - a review. Science of the Total Environment, 438. pp. 357-371. ISSN 0048-9697 (print), 1879-1026 (online)

Sivapragasam, C, Muttil, Nitin, Arun, VM and Sudha, S. Jeya (2012) Suitability 0f Universal Function Approximators in Re-Designing Rain Gauge Network for a River Basin. International Journal of Earth Sciences and Engineering, 5 (2). pp. 255-267. ISSN 0974-5904

Marleni, Nyoman, Gray, Stephen ORCID: 0000-0002-8748-2748, Sharma, Ashok, Burn, Stewart and Muttil, Nitin (2012) Impact of water source management practices in residential areas on sewer networks - a review. Water Science and Technology, 65 (4). pp. 624-642. ISSN 0273-1223 (print), 1996-9732 (online)

Selle, Benny and Muttil, Nitin (2011) Testing the structure of a hydrological model using Genetic Programming. Journal of Hydrology, 397 (1-2). pp. 1-9. ISSN 0022-1694

Juwana, Iwan, Perera, B. J. C and Muttil, Nitin (2010) A water sustainability index for West Java - Part 2: refining the conceptual framework using Delphi technique. Water Science and Technology, 62 (7). pp. 1641-1652. ISSN 0273-1223

Juwana, Iwan, Perera, B. J. C and Muttil, Nitin (2010) A water sustainability index for West Java - Part 1: developing the conceptual framework. Water Science and Technology, 62 (7). pp. 1629-1640. ISSN 0273-1223

Sivapragasam, C, Muttil, Nitin ORCID: 0000-0001-7758-8365, Muthukumar, S and Arun, VM (2010) Prediction of Algal Bloom Using Genetic Programming. Marine Pollution Bulletin, 60 (10). pp. 1849-1855. ISSN 0025-326X

Muttil, Nitin and Jayawardena, Arlene (2008) Shuffled Complex Evolution Model Calibrating Algorithm: Enhancing its Robustness and Efficiency. Hydrological Processes, 22 (23). pp. 4628-4638. ISSN 0885-6087

Muttil, Nitin and Chau, Kwok-wing (2007) Machine-Learning Paradigms for Selecting Ecologically Significant Input Variables. Engineering Applications of Artificial Intelligence, 20 (6). pp. 735-744. ISSN 0952-1976

Book Section

Molavi, Shahram, Tran, Dung H and Muttil, Nitin (2012) Generating projected rainfall time series at sub-hourly time scales using statistical and stochastic downscaling methodologies. In: Stormwater 2012 -The 2nd National conference on Urban Water Management. Stormwater Industry Association, Beaumaris, Victoria, pp. 1-10.

Muttil, Nitin, Pomroy, Benjamin and Perera, B. J. C (2012) Analysis of Rainfall Patterns over the Yarra River Catchment. In: Proceedings of the 34th Hydrology & Water Resources Symposium: 19-22 November 2012, Sydney, Australia. Engineers Australia, Barton, A.C.T, pp. 493-500.

Sivapragasam, C, Muttil, Nitin and Arun, VM (2011) Long term flow forecasting for water resources planning in a river basin. In: 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, pp. 4078-4084.

Tran, Huu Dung, Molavi, Shahram and Muttil, Nitin (2011) Assessment framework for the impacts of climate change and urbanization on urban drainage systems. In: Pipelines 2011 : a sound conduit for sharing solutions. Jeong, Hyung Seok and Pecha, Dan, eds. ASCE, Reston, Va., pp. 1403-1412.

Chandrasekaran, Sivapragasam, Arun, VM and Muttil, Nitin (2011) Re-design of Rain Gauge Network Using Genetic Programming based Ordinary Kriging. In: Proceedings of the 34th World Congress of the International Association for Hydro- Environment Research and Engineering: 33rd Hydrology and Water Resources Symposium and 10th Conference on Hydraulics in Water Engineering. Valentine, E. M, Apelt, C. J, Ball, J. E, Chanson, H, Cox, R, Ettema, R, Kuczera, G, Lambert, M, Melville, B. W and Sargison, J. E, eds. Engineers Australia, Barton, A.C.T, pp. 428-433.

Marleni, Nyoman, Gray, Stephen ORCID: 0000-0002-8748-2748, Sharma, Ashok, Burn, Stewart, Muttil, Nitin, Ettema, R, Kuczera, G, Lambert, M, Melville, B. W and Sargison, J. E (2011) The impact of residential source management practices (SMPs) on sewer pipe : a review. In: Proceedings of the 34th World Congress of the International Association for Hydro- Environment Research and Engineering. Valentine, E. M, Apelt, C. J, Ball, J. E, Chanson, H and Cox, R, eds. Engineers Australia, Barton, A.C.T., pp. 2679-2686.

Molavi, Shahram, Muttil, Nitin and Tran, Huu Dung (2011) Urban flood modelling and climate change: a Melbourne area case study. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, Australia, pp. 3608-3614.

Tran, Huu Dung, Muttil, Nitin and Perera, B. J. C (2011) Investigation of artificial neural network models for streamflow forecasting. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, Australia, pp. 1099-1105.

Juwana, Iwan, Muttil, Nitin and Perera, B. J. C (2011) West Java Water Sustainability Index – A Case Study on Citarum Catchment. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, Canberra, Australia, pp. 2184-2190.

Marleni, Nyoman, Gray, Stephen ORCID: 0000-0002-8748-2748, Sharma, Ashok, Burn, Stewart and Muttil, Nitin (2011) Scenario analysis of source management practices: Impact on sewerage networks. In: MODSIM2011, 19th International Congress on Modelling and Simulation. Chan, F, Marinova, D and Anderssen, RS, eds. Modelling and Simulation Society of Australia and New Zealand, Canberra, Australia, pp. 3882-3888.

Muttil, Nitin, Shanmugasundram, Sithranjan and Perera, B. J. C (2011) Statistical analysis to detect changes in rainfall patterns over the Yarra River catchment, Australia. In: Proceedings of the International Statistics Conference 2011: contributed papers. Peiris, Shelton, Tilakaratne, Chandima D, Swartz, Tim B., Ganeshalingam, S and Banneheka, Sarath, eds. Applied Statistical Association of Sri Lanka, Colombo, Sri Lanka, pp. 111-121.

Perera, B. J. C, Muttil, Nitin and Hasofer, A. Michael (2009) Climate Corrected Urban Water Use and Estimation of Water Savings. In: Interfacing modelling and simulation with mathematical and computational sciences : 18th IMACS World Congress, MODSIM09, Cairns, Australia 13-17 July 2009 : proceedings. Anderssen, RS, Braddock, RD and Newham, L. T. H, eds. Modelling and Simulation Society of Australia and New Zealand and International Association for Mathematics and Computers in Simulation, Canberra, Australia, pp. 3633-3639.

Juwana, Iwan, Perera, B. J. C and Muttil, Nitin (2009) Conceptual framework for the development of West Java water sustainability index. In: Interfacing modelling and simulation with mathematical and computational sciences: 18th IMACS World Congress, MODSIM09, Cairns, Australia 13-17 July 2009: proceedings. Anderssen, RS, Braddock, RD and Newham, L. T. H, eds. Modelling and Simulation Society of Australia and New Zealand, Canberra, A.C.T, pp. 3343-3349.

Muttil, Nitin, Barua, Shishutosh, Ng, A. W. M and Perera, B. J. C (2009) Spatio-temporal analysis to detect climate changes within the Yarra River catchment. In: Proceedings of Australia's National Water Conference and Exhibition (Ozwater 09), Melbourne, Australia, 16-18 March 2009. Australian Water Association, Artamon, N.S.W.

Juwana, Iwan, Muttil, Nitin and Perera, B. J. C (2009) Application of the Delphi Technique for Development of a Water Sustainability Index for West Java, Indonesia. In: Proceedings of 32nd Hydrology and Water Resources Symposium. Engineers Australia, Barton, A. C. T, pp. 661-672.

Conference or Workshop Item

Sivapragasam, C, Saravanan, P, Balamurali, Saminathan and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2018) Ascertaining Time Series Predictability in Process Control: Case Study on Rainfall Prediction. In: International Conference on Civil, Offshore & Environmental Engineering 2018 (ICCOEE 2018), 13 August 2018-14 August 2018, Kuala Lumpur, Malaysia.

Buddi, T, Mahesh, K, Muttil, Nitin ORCID: 0000-0001-7758-8365, Rao, B, Nagalakshmi, J and Singh, S (2017) Characterization of Plywoods Produced by Various Bio-Adhesives. In: 5th International Conference on Materials Processing and Characterization (ICMPC 2016), 12 March 2016-13 March 2016, Hyderabad, India.

Saravanan, P, Sivapragasam, C, Muttil, Nitin ORCID: 0000-0001-7758-8365, Balamurali, Saminathan, Ragul, RK, Prakash, SS, Ganesan, GS and Murugan, VV (2017) ANN-Based Bias Correction Algorithm for Precipitation in the Yarra River Basin, Australia. In: ICTCSDM 2016, 19 December 2016 - 21 December 2016, Krishnankoil, India.

Adhikary, Sajal Kumar, Yilmaz, Abdullah and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2015) Improved spatial interpolation of rainfall using Genetic Programming. In: MODSIM2015, 21st International Congress on Modelling and Simulation, 29 November 2015-04 December 2015, Gold Coast Convention and Exhibition Centre, Broadbeach, Queensland, Australia.

Buddi, T, Muttil, Nitin ORCID: 0000-0001-7758-8365, Nageswara Rao, B and Singh, SK (2015) Development of a Soya Based Adhesive in Plywood Manufacturing. In: 4th International Conference on Materials Processing and Characterzation (ICMPC 2015), 14 March 2015-15 March 2015, Hyderabad, India.

Adhikary, Sajal Kumar, Yilmaz, Abdullah and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2015) Kriging-based geostatistical approach for rain gauge network design - a case study in the Middle Yarra River catchment, Australia. In: 36th Hydrology and Water Resources Symposium (HWRS 2015), 07 December 2015-10 December 2015, Hobart.

Rashetnia, S, Yilmaz, AG and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2015) Developing a flood vulnerability index for a case study area in Melbourne. In: 36th Hydrology and Water Resources Symposium, HWRS 2015, 07 December 2015-10 December 2015, Hobart, Tasmania.

Sutadian, Arief Dhany, Muttil, Nitin ORCID: 0000-0001-7758-8365, Yilmaz, Abdullah and Perera, B. J. C (2015) Use of exploratory data analysis for cost effective monitoring of water quality data. In: 36th Hydrology and Water Resources Symposium, HWRS 2015, 07 December 2015-10 December 2015, Hobart, Tasmania.

Nasrin, Tasnim, Muttil, Nitin ORCID: 0000-0001-7758-8365 and Sharma, Ashok ORCID: 0000-0002-0172-5033 (2015) Modelling the Impacts of Rainwater Tanks on Sanitary Sewer Overflows. In: MODSIM2015, 21st International Congress on Modelling and Simulation, 29 November 2015-04 December 2015, Gold Coast, Australia.

Sivapragasam, C, Muttil, Nitin ORCID: 0000-0001-7758-8365, Jeselia, M. Catherin and Visweshwaran, S (2015) Infilling of Rainfall Information Using Genetic Programming. In: International Conference on Water Resources, Coastal and Ocean Engineering (ICWRCOE 2015), 12 Mar 2015 - 14 Mar 2015, Mangalore, India.

Marleni, N, Gray, Stephen ORCID: 0000-0002-8748-2748, Sharma, Ashok ORCID: 0000-0002-0172-5033, Burn, Stewart and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2013) Modeling the Effects of Sewer Mining on Odour and Corrosion in Sewer Systems. In: 20th International Congress on Modelling and Simulation (MODSIM 2013), 01 December 2013-06 December 2013, Adelaide, South Australia.

Molavi, Shahram, Tran, HD and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2013) Implementing Future Climate Change Scenarios Using a Stormwater Drainage Model for an Urban Catchment in Melbourne. In: 20th International Congress on Modelling and Simulation (MODSIM2013), 1 December 2013-6 December 2013, Adelaide, South Australia.

Sivapragasam, Chandrasekaran, Balamurali, Saminathan, Deepak, M, Prakhar, A and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2013) Trends in Rainfall Patterns over the Tamarabarani Basin in Tamil Nadu, India. In: 20th International Congress on Modelling and Simulation (MODSIM2013), 1 December 2013 - 6 December 2013, Adelaide, South Australia.

Tran, D and Muttil, Nitin (2012) Investigation of Support Vector Machine Technique for Multi-Time Step Forecasting of Time Series Data. In: 2012 Hydrology and Water Resources Symposium, 19 November-22 November 2012, Sydney, NSW.

Sivapragasam, C, Muttil, Nitin ORCID: 0000-0001-7758-8365, Muthukumar, S and Arun, VM (2010) Algal bloom modeling using genetic programming. In: 3rd International Perspective on Current and Future State of Water Resources and the Environment, 5-7 Jan 2010, Indian Institute of Technology Madras, Chennai, India. (Unpublished)

Muttil, Nitin and Jayawardena, A. W (2008) Comparison of Data-driven Approaches for Rainfall-runoff Modelling. In: Water Down Under 2008, 14-17 April 2008, Adelaide.

Verwey, A, Muttil, Nitin, Liong, S and He, S (2008) Implementing an Urban Rainfall-runoff Concept in SOBEK for a Catchment in Singapore. In: Water Down Under 2008, 14-17 April 2008, Adelaide.

Muttil, Nitin, Liong, Shie-yui and Nesterov, Oleksandr (2007) A parallel shuffled complex evolution model calibrating algorithm to reduce computational time. In: MODSIM 2007 International Congress on Modelling and Simulation, 10-13 December 2007, Christchurch, New Zealand.

Muttil, Nitin and Chau, Kwok-wing (2007) Revealing patterns in coastal water quality data using statistical analysis. In: MODSIM 2007 International Congress on Modelling and Simulation, 10-13 December 2007, Christchurch, New Zealand.

Jayawardena, AW, Muttil, Nitin ORCID: 0000-0001-7758-8365 and Fernando, TMKG (2005) Rainfall-Runoff Modelling Using Genetic Programming. In: MODSIM 2005, 12 December 2005-15 December 2005, Melbourne, Australia.

Muttil, Nitin ORCID: 0000-0001-7758-8365 and Liong, SY (2002) sEA: A robust evolutionary algorithm for rainfall-runoff model calibration. In: 13th Congress of IAHR-APD, 6 Aug 2002 - 8 Aug 2002, Singapore.

Liong, SY and Muttil, Nitin ORCID: 0000-0001-7758-8365 (2001) Shuffled complex evolution coupled with experimental design technique. In: 29th IAHR World Congress, 16 Sep 2001 - 21 Sep 2001, Beijing, China.

Nasrin, Tasnim, Tran, HD and Muttil, Nitin ORCID: 0000-0001-7758-8365 Modelling Impact of Extreme Rainfall on Sanitary Sewer System by Predicting Rainfall Derived Infiltration/Inflow. In: MODSIM2013, 20th International Congress on Modelling and Simulation, 01 December 2013-06 December 2013, Adelaide, Australia.

Other

Muttil, Nitin ORCID: 0000-0001-7758-8365, Ng, A. W. M ORCID: 0000-0002-7698-9068 and Chau, Hing-Wah ORCID: 0000-0002-3501-9882 (2020) Developing VU into a green, sustainable and climate smart campus. Victoria University, Footscray Park, Melbourne, Australia.