Genetic Programming Bibliography entries for Vladan Babovic

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GP coauthors/coeditors: Anthony W Minns, Michael B Abbott, Maarten Keijzer, H Bergmann, David Rodriguez-Aguilera, Joe Harrington, Jean-Philippe Drecourt, Peter Friis Hansen, K Rao Raghuraj, Martin J Baptist, Javier Rodriguez Uthurburu, Rob Uittenbogaard, Arthur Mynett, Adri Verwey, Jayashree Chadalawada, Vojtech Havlicek, Emma Lowri Harris, Roger A Falconer, David Hill, Barbara S Minsker, Albert J Valocchi, K J\orgensen, B Elfrink, Conor Ryan, Michael O'Neill, Mike Cattolico, Dirk V Arnold, Christian Blum, Peter A N Bosman, Martin V Butz, Carlos Artemio Coello Coello, Dipankar Dasgupta, Sevan G Ficici, James A Foster, Arturo Hernandez-Aguirre, Gregory S Hornby, Hod Lipson, Phil McMinn, Jason H Moore, Gunther R Raidl, Franz Rothlauf, Dirk Thierens, Soon-Thiam Khu, Shie-Yui Liong, Henrik Madsen, Nitin Muttil, Alamsyah Kurniawan, Seng Keat Ooi, Daniele B Laucelli, Orazio Giustolisi, Tirtha Raj Gautam, Ali Meshgi, Petra Schmitter, Ting Fong May Chui, Serene Hui Xin Tay,

Genetic Programming Articles by Vladan Babovic

  1. Jayashree Chadalawada and Vojtech Havlicek and Vladan Babovic. A Genetic Programming Approach to System Identification of Rainfall-Runoff Models. Water Resources Management, 31(12) 2017. details

  2. Serene Hui Xin Tay and Vladan Babovic. Understanding Water Level Residuals in Malacca Strait Using Genetic Programming. Procedia Engineering, 154:1267-1274, 2016. 12th International Conference on Hydroinformatics (HIC 2016) - Smart Water for the Future. details

  3. Jayashree Chadalawada and Vojtech Havlicek and Vladan Babovic. Genetic Programming Based Approach Towards Understanding the Dynamics of Urban Rainfall-runoff Process. Procedia Engineering, 154:1093-1102, 2016. 12th International Conference on Hydroinformatics (HIC 2016) - Smart Water for the Future. details

  4. Ali Meshgi and Petra Schmitter and Ting Fong May Chui and Vladan Babovic. Development of a modular streamflow model to quantify runoff contributions from different land uses in tropical urban environments using Genetic Programming. Journal of Hydrology, 525:711-723, 2015. details

  5. Ali Meshgi and Petra Schmitter and Vladan Babovic and Ting Fong May Chui. An empirical method for approximating stream baseflow time series using groundwater table fluctuations. Journal of Hydrology, 519, Part A:1031-1041, 2014. details

  6. Alamsyah Kurniawan and Seng Keat Ooi and Vladan Babovic. Improved sea level anomaly prediction through combination of data relationship analysis and genetic programming in Singapore Regional Waters. Computer \& Geosciences, 72:94-104, 2014. details

  7. Vladan Babovic. Introducing knowledge into learning based on genetic programming. Journal of Hydroinformatics, 11(3-4):181-193, 2009. details

  8. D. Laucelli and O. Giustolisi and V. Babovic and M. Keijzer. Ensemble modeling approach for rainfall/groundwater balancing. Journal of Hydroinformatics, 9(2):95-106, 2007. details

  9. David J. Hill and Barbara S. Minsker and Albert J. Valocchi and Vladan Babovic and Maarten Keijzer. Upscaling models of solute transport in porous media through genetic programming. Journal of Hydroinformatics, 9(4):251-266, 2007. details

  10. M. J. Baptist and Vladan Babovic and J. Rodriguez Uthurburu and M. Keijzer and R. E. Uittenbogaard and A. Mynett and A. Verwey. On inducing equations for vegetation resistance. Journal of Hydraulic Research, 45(4):435-450, 2007. details

  11. Vladan Babovic. Data mining in hydrology. Hydrological Processes, 19(7):1511-1515, 2005. details

  12. E. L. Harris and V. Babovic and R. A. Falconer. Velocity predictions in compound channels with vegetated floodplains using genetic programming. International Journal of River Basin Management, 1(2):117-123, 2003. details

  13. Vladan Babovic and Jean-Philippe Drecourt and Maarten Keijzer and Peter Friis Hansen. Modelling of water supply assets: a data mining approach. Urban Water, 4(4):401-414, 2002. details

  14. Shie-Yui Liong and Tirtha Raj Gautam and Soon Thiam Khu and Vladan Babovic and Maarten Keijzer and Nitin Muttil. Genetic Programming: A New Paradigm in Rainfall Runoff Modeling. Journal of American Water Resources Association, 38(3):705-718, 2002. details

  15. Maarten Keijzer and Vladan Babovic. Declarative and Preferential Bias in GP-based Scientific Discovery. Genetic Programming and Evolvable Machines, 3(1):41-79, 2002. details

  16. Vladan Babovic and Maarten Keijzer. Rainfall Runoff Modelling based on Genetic Programming. Nordic Hydrology, 33(5):331-346, 2002. details

  17. Soon Thiam Khu and Shie-Yui Liong and Vladan Babovic and Henrik Madsen and Nitin Muttil. Genetic Programming and Its Application in Real-Time Runoff Forecasting. Journal of the American Water Resources Association, 37(2):439-451, 2001. details

  18. Vladan Babovic. Data Mining and Knowledge Discovery in Sediment Transport. Computer-Aided Civil and Infrastructure Engineering, 15(5):383-389, 2000. details

  19. Vladan Babovic and Maarten Keijzer. Genetic programming as a model induction engine. Journal of Hydroinformatics, 1(1):35-60, 2000. details

  20. Vladan Babovic and Michael B. Abbott. The evolution of equation from hydraulic data, Part II: Applications. Journal of Hydraulic Research, 35(3):411-430, 1997. details

  21. Vladan Babovic and Michael B. Abbott. The evolution of equation from hydraulic data, Part I: Theory. Journal of Hydraulic Research, 35(3):397-410, 1997. details

Genetic Programming Books by Vladan Babovic

Genetic Programming PhD doctoral thesis Vladan Babovic

Genetic Programming Conference proceedings edited by Vladan Babovic

Genetic Programming conference papers by Vladan Babovic

  1. Ali Meshgi and Petra Schmitter and Vladan Babovic and Ting Fong May Chui. Predicting Baseflow Using Genetic Programing. In 11th International Conference on Hydroinformatics, New York, USA, 2014. details

  2. Alamsyah Kurniawan and Seng Keat Ooi and Vladan Babovic. Improved Sea Level Anomaly Prediction Through Genetic Programming In Singapore Regional Waters. In 11th International Conference on Hydroinformatics, New York, USA, 2014. details

  3. Jayashree Chadalawada and Vladan Babovic. Induction Of Governing Differential Equations From Hydrologic Time Series Data Using Genetic Programming. In 11th International Conference on Hydroinformatics, New York, USA, 2014. details

  4. Vladan Babovic. Data-Driven Knowledge Discovery: Four Roads to Vegetation-Induced Roughness Formulae. In Pilar Garcia Navarro and Enrique Playan editors, Numerical Modelling of Hydrodynamics for Water Resources: Proceedings of the International Workshop on Numerical Modelling of Hydrodynamic Systems, pages 67-76, Zaragoza, Spain, 2007. Taylor \& Franics, Balkema. details

  5. Maarten Keijzer and Martin Baptist and Vladan Babovic and Javier Rodriguez Uthurburu. Determining equations for vegetation induced resistance using genetic programming. In Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. de Jong and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1999-2006, Washington DC, USA, 2005. ACM Press. details

  6. Vladan Babovic and Maarten Keijzer and David Rodriguez Aguilera and Joe Harrington. An evolutionary approach to knowledge induction: Genetic Programming in Hydraulic Engineering. In Don Phelps and Gerald Sehlke editors, Proceedings of the World Water and Environmental Resources Congress, volume 111, pages 64-64, Orlando, Florida, USA, 2001. ASCE. details

  7. M. Keijzer and V. Babovic and C. Ryan and M. O'Neill and M. Cattolico. Adaptive Logic Programming. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 42-49, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  8. Maarten Keijzer and Conor Ryan and Michael O'Neill and Mike Cattolico and Vladan Babovic. Ripple Crossover in Genetic Programming. In Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon editors, Genetic Programming, Proceedings of EuroGP'2001, volume 2038, pages 74-86, Lake Como, Italy, 2001. Springer-Verlag. details

  9. K. J\orgensen and B. Elfrink and M. Keijzer and V. Babovic. Analysis of long term morphological changes: A data mining approach. In Proceedings of the International Conference on Coastal Engineering, Australia, 2000. details

  10. Vladan Babovic and Maarten Keijzer. Evolutionary algorithms approach to induction of differential equations. In Proceedings of the Fourth International Conference on Hydroinformatics, Iowa City, USA, 2000. International Association for Hydro-Environment Engineering and Research. details

  11. Maarten Keijzer and Vladan Babovic. Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations. In Riccardo Poli and Wolfgang Banzhaf and William B. Langdon and Julian F. Miller and Peter Nordin and Terence C. Fogarty editors, Genetic Programming, Proceedings of EuroGP'2000, volume 1802, pages 76-90, Edinburgh, 2000. Springer-Verlag. details

  12. Maarten Keijzer and Vladan Babovic. Genetic Programming within a Framework of Computer-Aided Discovery of Scientific Knowledge. In Darrell Whitley and David Goldberg and Erick Cantu-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000), pages 543-550, Las Vegas, Nevada, USA, 2000. Morgan Kaufmann. details

  13. Maarten Keijzer and Vladan Babovic. Dimensionally Aware Genetic Programming. In Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1069-1076, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  14. V. Babovic and M. Keijzer. Data to knowledge - The new scientific paradigm. In Dragan Savic and Godfrey Walters editors, Water Industry Systems, pages 3-14, Exeter, United Kingdom, 1999. Research Studies Pr Ltd. details

  15. Vladan Babovic and Maarten Keijzer. Computer supported knowledge discovery - A case study in flow resistance induced by vegetation. In Proceedings of the XXVIII Congress of International Association for Hydraulic Research, Graz, Austria, 1999. details

  16. V. Babovic. Sediment transport data - Large knowledge mine. In Proceedings of the Third International Conference on Hydroscience and Engineering, Cottbus, Germany, 1998. details

  17. Vladan Babovic. Mining sediment transport data with genetic programming. In Proceedings of the First International Conference on New Information Technologies for Decision Making in Civil Engineering, pages 875-886, Montreal, Canada, 1998. details

  18. V. Babovic. A data mining approach to time series modelling and forecasting. In Babovic and Larsen editors, Proceeding of the Third International Conference on Hydroinformatics, pages 847-856, Copenhagen, Denmark, 1998. Balkema. details

  19. Vladan Babovic. Genetic Model Induction Based on Experimental Data. In J. Gardiner editor, Proceedings of the XXVIth Congress of International Association for Hydraulics Research, London, UK, 1995. Thomas Telford Ltd. details

  20. Vladan Babovic and A. W. Minns. Use of computational adaptive methodologies in hydroinformatics. In A. Verwey and A. W. Minns and V. Babovic and C. Maksimovic editors, Proceedings of the first international conference on hydroinformatics, Delft, Netherlands, pages 201-210, 1994. A. A. Balkema. details

Genetic Programming book chapters by Vladan Babovic

  1. Vladan Babovic and Raghuraj Rao. Evolutionary Computing in Hydrology. In Bellie Sivakumar and Ronny Berndtsson editors, Advances in Data-Based Approaches for Hydrologic Modeling and Forecasting, chapter 7, pages 347-369. World Scientific Publishing Co., Singapore, 2010. details

  2. Vladan Babovic and Maarten Keijzer. Rainfall-Runoff Modeling Based on Genetic Programming. In Malcolm G. Anderson and Keith Beven and et al. editors, Encyclopedia of Hydrological Sciences. Wiley, 2006. details

  3. Vladan Babovic and Maarten Keijzer. On the introduction of declarative bias in knowledge discovery computer systems. In Peter Goodwin editor, New paradigms in river and estuarine management. Kluwer, 2001. details

  4. Vladan Babovic and H. Bergmann. On Computer-Aided Discovery of Knowledge in Hydraulic Engineering. In H. Bergmann editor, Advances in Hydraulic Research and Engineering. Technical University Graz, Graz, 2000. details

  5. Vladan Babovic. On the Modelling and Forecasting of Non-linear Systems. In J. C. Refsgaard and E. A. Karalis editors, Operational Water Management: Proceedings of the European Water Resources Association Conference, Copenhagen, Denmark, 3-6 September 1997, pages 195-202. Balkema, Rotterdam, 1997. details

  6. A. W. Minns and V. Babovic. Hydrological Modelling in a Hydroinformatics Context. In Michael B. Abbott and Jens Christian Refsgaard editors, Distributed Hydrological Modelling, pages 297-312. Kluwer Academic Publishers, 1996. details

  7. Vladan Babovic. Can water resources management benefit from artificial intelligence?. In J. Kongeter editor, Computation Fluid Dynamics: Bunte Bilder in der Praxis, pages 337-358. Meinz Verlag, Aachen, Germany, 1996. details