%0 Conference Paper %1 barrett:2005:WSC %A Barrett, S. J. %A Langdon, W. B. %B Applications of Soft Computing: Recent Trends %C On the World Wide Web %D 2006 %E Tiwari, Ashutosh %E Knowles, Joshua %E Avineri, Erel %E Dahal, Keshav %E Roy, Rajkumar %I Springer %K Drug Particle Pharmaceutical Support algorithms, applications, design, genetic machines optimisation, programming, swarm vector %P 99--110 %T Advances in the Application of Machine Learning Techniques in Drug Discovery, Design and Development %U http://isxp1010c.sims.cranfield.ac.uk/Papers/paper196.pdf %X Pharmaceutical discovery and development is a cascade of extremely complex and costly research encompassing many facets from: therapeutic target identification and bioinformatics study, candidate drug discovery and optimisation to pre-clinical organism-level evaluations and beyond to extensive clinical trials assessing effectiveness and safety of new medicines. Machine learning, in particular support vector machines SVM, particle swarm optimisation PSO and genetic programming GP, is increasingly used. %@ ISBN 3-540-29123-7

@inproceedings{barrett:2005:WSC, abstract = {Pharmaceutical discovery and development is a cascade of extremely complex and costly research encompassing many facets from: therapeutic target identification and bioinformatics study, candidate drug discovery and optimisation to pre-clinical organism-level evaluations and beyond to extensive clinical trials assessing effectiveness and safety of new medicines. Machine learning, in particular support vector machines SVM, particle swarm optimisation PSO and genetic programming GP, is increasingly used.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {On the World Wide Web}, author = {Barrett, S. J. and Langdon, W. B.}, biburl = {https://www.bibsonomy.org/bibtex/29f24bb8486acd1ad1811f9f95c0f7608/brazovayeye}, booktitle = {Applications of Soft Computing: Recent Trends}, editor = {Tiwari, Ashutosh and Knowles, Joshua and Avineri, Erel and Dahal, Keshav and Roy, Rajkumar}, interhash = {234c172945986725eceb27d2f08f1a23}, intrahash = {9f24bb8486acd1ad1811f9f95c0f7608}, isbn = {ISBN 3-540-29123-7}, keywords = {Drug Particle Pharmaceutical Support algorithms, applications, design, genetic machines optimisation, programming, swarm vector}, month = {19 September - 7 October 2005}, notes = {http://www.cranfield.ac.uk/wsc10/ broken Original conference title= WSC10: 10th Online World Conference on Soft Computing in Industrial Applications http://isxp1010c.sims.cranfield.ac.uk/Presentations/presentation196.pdf broken slides (1Mbyte) Revised following conference.}, organisation = {World Federation of Soft Computing (WFSC), European Neural Network Society (ENNS), North American Fuzzy Information Processing Society (NAFIPS), European Society for Fuzzy Logic and Technology (EUSFLAT), and International Fuzzy Systems Association (IFSA)}, pages = {99--110}, publisher = {Springer}, series = {Advances in Soft Computing}, size = {21 pages}, timestamp = {2008-06-19T17:36:18.000+0200}, title = {Advances in the Application of Machine Learning Techniques in Drug Discovery, Design and Development}, url = {http://isxp1010c.sims.cranfield.ac.uk/Papers/paper196.pdf}, year = 2006 }