GPTIPS: an open source genetic programming toolbox for multigene symbolic regression DP Searson, DE Leahy, MJ Willis Proceedings of the International multiconference of engineers and computer …, 2010 | 503 | 2010 |
GPTIPS 2: an open-source software platform for symbolic data mining DP Searson Handbook of Genetic Programming Applications (in press), arXiv preprint …, 2015 | 295 | 2015 |
GPTIPS: genetic programming and symbolic regression for MATLAB D Searson Newcastle University, 2009 | 129 | 2009 |
Co‐evolution of non‐linear PLS model components D Searson, M Willis, G Montague Journal of Chemometrics: A Journal of the Chemometrics Society 21 (12), 592-603, 2007 | 114 | 2007 |
Evolving toxicity models using multigene symbolic regression and multiple objectives C Hii, DP Searson, MJ Willis International Journal of Machine Learning and Computing 1 (1), 30, 2011 | 37 | 2011 |
Inference of chemical reaction networks SC Burnham, DP Searson, MJ Willis, AR Wright Chemical Engineering Science 63 (4), 862-873, 2008 | 31 | 2008 |
Predicting the toxicity of chemical compounds using GPTIPS: a free genetic programming toolbox for MATLAB DP Searson, DE Leahy, MJ Willis Intelligent control and computer engineering, 83-93, 2011 | 24 | 2011 |
Using genetic programming to evolve a team of data classifiers GA Morrison, DP Searson, MJ Willis World Academy of Science, Engineering and Technology, 2010 | 21 | 2010 |
Proceedings of the International multiconference of engineers and computer scientists DP Searson, DE Leahy, MJ Willis IMECS, 2010 | 19 | 2010 |
Reverse Engineering Chemical Reaction Networks from Time Series Data DP Searson, MJ Willis, A Wright Statistical Modelling of Molecular Descriptors in QSAR/QSPR, Volume 2, 327-348, 2012 | 17 | 2012 |
Inference of chemical reaction networks using hybrid s-system models DP Searson, MJ Willis, SJ Horne, AR Wright Chemical Product and Process Modeling 2 (1), 2007 | 16 | 2007 |
Non-linear PLS using genetic programming D Season PhD thesis submitted to school of chemical engineering and advance materials …, 2005 | 16 | 2005 |
Non-linear continuum regression using genetic programming B McKay, M Willis, D Searson, G Montague GECCO 1999 2, 1106-1111, 1999 | 15 | 1999 |
Handbook of genetic programming applications DP Searson, AH Gandomi Handbook of Genetic Programming Applications, 551-573, 2015 | 12 | 2015 |
Chemical process controller design using genetic programming D Searson, M Willis, G Montague Genetic Programming 98, 359-364, 1998 | 12 | 1998 |
GPTIPS: Genetic Programming and Symbolic Regression for MATLAB (2009) D Searson URL http://gptips. sourceforge. net, 0 | 9 | |
Identification of chemical reaction mechanism from batch process data DP Searson, SC Burnham, MJ Willis, AR Wright Proceedings of The 17th IASTED International Conference on Modelling and …, 2006 | 6 | 2006 |
Evolutionary design of process controllers DP Searson, MJ Willis, GA Montague UKACC International Conference on Control, Swansea, UK., 1456-1461, 1998 | 6 | 1998 |
Nonlinear continuum regression: an evolutionary approach B McKay, MJ Willis, DP Searson, GA Montague Transactions of the Institute of Measurement and Control 22 (2), 125-140, 2000 | 5 | 2000 |
Cloud Computing for Chemical Activity Prediction P Watson, D Leahy, J Cala, V Sykora, H Hiden, S Woodman, M Taylor, ... Newcastle University, School of Computing Science Technical Report Series, 2011 | 4 | 2011 |