@article{DBLP:journals/air/HowleyM05, title = {The Genetic Kernel Support Vector Machine: Description and Evaluation}, author = {Tom Howley and Michael G. Madden}, journal = {Artificial Intelligence Review}, number = {3-4}, pages = {379--395}, volume = {24}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/2274c31a292dbfd212858667cfc3a5a7f/brazovayeye}, abstract = {The Support Vector Machine (SVM) has emerged in recent years as a popular approach to the classification of data. One problem that faces the user of an SVM is how to choose a kernel and the specific parameters for that kernel. Applications of an SVM therefore require a search for the optimum settings for a particular problem. This paper proposes a classification technique, which we call the Genetic Kernel SVM (GK SVM), that uses Genetic Programming to evolve a kernel for a SVM classifier. Results of initial experiments with the proposed technique are presented. These results are compared with those of a standard SVM classifier using the Polynomial, RBF and Sigmoid kernel with various parameter settings}, issn = {0269-2821}, bibsource = {DBLP, http://dblp.uni-trier.de}, doi = {doi:10.1007/s10462-005-9009-3}, keywords = {Kernel Kernel, Mercer SVM, algorithms, classification, genetic machine model programming, selection, support vector } } @article{journals/kbs/HennessyMCR05, title = {An improved genetic programming technique for the classification of Raman spectra}, author = {Kenneth Hennessy and Michael G. Madden and Jennifer Conroy and Alan G. Ryder}, journal = {Knowledge Based Systems}, month = {August}, note = {AI-2004, Cambridge, England, 13th-15th December 2004}, number = {4-5}, pages = {217--224}, volume = {18}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/20b2cd926368996ea6de3dc226f5c17cb/brazovayeye}, abstract = {The aim of this study is to evaluate the effectiveness of genetic programming relative to that of more commonly-used methods for the identification of components within mixtures of materials using Raman spectroscopy. A key contribution of the genetic programming technique proposed in this research is that it explicitly aims to optimise the certainty levels associated with discovered rules, so as to minimize the chance of misclassification of future samples.}, bibsource = {DBLP, http://dblp.uni-trier.de/db/journals/kbs/kbs18.html#HennessyMCR05}, bibdate = {2005-11-24}, doi = {doi:10.1016/j.knosys.2004.10.001}, keywords = {Machine Neural Raman Spectroscopy, algorithms, genetic learning, networks, programming, } } @inproceedings{Cummins:2007:AICS, title = {An Axiomatic Comparison of Learned Term-weighting Schemes in Information Retrieval}, address = {Dublin Institute of Technology}, author = {Ronan Cummins and Colm O'Riordan}, booktitle = {18th Irish Conference on Artificial Intelligence and Cognitive Science}, editor = {Sarah Jane Delany and Michael Madden}, month = {29-31 August}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2856f41e0d2e98bc0612140d9f12de30a/brazovayeye}, notes = {http://www.comp.dit.ie/aics07/program.html}, keywords = {algorithms, genetic programming } } @inproceedings{conf/mobisys/ErikssonGHNMB08, title = {The pothole patrol: using a mobile sensor network for road surface monitoring.}, author = {Jakob Eriksson and Lewis Girod and Bret Hull and Ryan Newton and Samuel Madden and Hari Balakrishnan}, booktitle = {MobiSys}, crossref = {conf/mobisys/2008}, editor = {Dirk Grunwald and Richard Han and Eyal de Lara and Carla Schlatter Ellis}, pages = {29-39}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/mobisys/mobisys2008.html#ErikssonGHNMB08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/24d87922bad1f2ee9f56a8bd03f5a8659/dblp}, description = {dblp}, date = {2008-06-19}, ee = {http://doi.acm.org/10.1145/1378600.1378605}, isbn = {978-1-60558-139-2}, keywords = {dblp } } @article{citeulike:1704454, title = {Data mining of search engine logs}, address = {Department of Information Studies, University of Sheffield, UK}, author = {Martin Whittle and Barry Eaglestone and Nigel Ford and Valerie J. Gillet and Andrew Madden}, journal = {Journal of the American Society for Information Science and Technology}, number = {9999}, pages = {NA+}, url = {http://dx.doi.org/10.1002/asi.20733}, volume = {9999}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/22498b2d6fd1e85bda16138915a7337e6/pprett}, abstract = {This article reports on the development of a novel method for the analysis of Web logs. The method uses techniques that look for similarities between queries and identify sequences of ?query transformation?. It allows sequences of query transformations to be represented as graphical networks, thereby giving a richer view of search behavior than is possible with the usual sequential descriptions. We also perform a basic analysis to study the correlations between observed transformation codes, with results that appear to show evidence of behavior habits. The method was developed using transaction logs from the Excite search engine to provide a tool for an ongoing research project that is endeavoring to develop a greater understanding of Web-based searching by the general public.}, posted-at = {2007-12-06 17:45:49}, citeulike-article-id = {1704454}, priority = {4}, doi = {10.1002/asi.20733}, keywords = {log, mining, query, transformation } } @inproceedings{conf/lctrts/NewtonGCMM08, title = {Design and evaluation of a compiler for embedded stream programs.}, author = {Ryan Newton and Lewis Girod and Michael B. Craig and Samuel Madden and J. Gregory Morrisett}, booktitle = {LCTES}, crossref = {conf/lctrts/2008}, editor = {KrisztiƔn Flautner and John Regehr}, pages = {131-140}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/lctrts/lctes2008.html#NewtonGCMM08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/2172dd21881da72ab6f8dc918aa220db3/dblp}, description = {dblp}, date = {2008-06-16}, ee = {http://doi.acm.org/10.1145/1375657.1375675}, isbn = {978-1-60558-104-0}, keywords = {dblp } } @inproceedings{conf/acse/HaywoodM00, title = {Computer technology students - what skills do they really need?}, author = {Elizabeth Haywood and Jane Madden}, booktitle = {ACSE}, crossref = {conf/acse/2000}, editor = {Ainslie E. Ellis}, pages = {139-144}, publisher = {ACM}, series = {ACM International Conference Proceeding Series}, url = {http://dblp.uni-trier.de/db/conf/acse/acse2000.html#HaywoodM00}, volume = {8}, year = {2000}, biburl = {http://www.bibsonomy.org/bibtex/25ed758388c59f982b70928633e44a3b7/dblp}, description = {dblp}, date = {2008-06-11}, ee = {http://doi.acm.org/10.1145/359369.359390}, isbn = {1-58113-271-9}, keywords = {dblp } } @inproceedings{conf/sigmod/HarizopoulosAMS08, title = {OLTP through the looking glass, and what we found there.}, author = {Stavros Harizopoulos and Daniel J. Abadi and Samuel Madden and Michael Stonebraker}, booktitle = {SIGMOD Conference}, crossref = {conf/sigmod/2008}, editor = {Jason Tsong-Li Wang}, pages = {981-992}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod2008.html#HarizopoulosAMS08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/246d1083ce00e235a73475231eef34a74/dblp}, description = {dblp}, date = {2008-06-10}, ee = {http://doi.acm.org/10.1145/1376616.1376713}, isbn = {978-1-60558-102-6}, keywords = {dblp } } @inproceedings{conf/sigmod/AbadiMH08, title = {Column-stores vs. row-stores: how different are they really?}, author = {Daniel J. Abadi and Samuel Madden and Nabil Hachem}, booktitle = {SIGMOD Conference}, crossref = {conf/sigmod/2008}, editor = {Jason Tsong-Li Wang}, pages = {967-980}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod2008.html#AbadiMH08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/217d34fafdf20dc5e3d02962e3f90030a/dblp}, description = {dblp}, date = {2008-06-10}, ee = {http://doi.acm.org/10.1145/1376616.1376712}, isbn = {978-1-60558-102-6}, keywords = {dblp } } @inproceedings{conf/sigmod/ThiagarajanM08, title = {Querying continuous functions in a database system.}, author = {Arvind Thiagarajan and Samuel Madden}, booktitle = {SIGMOD Conference}, crossref = {conf/sigmod/2008}, editor = {Jason Tsong-Li Wang}, pages = {791-804}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod2008.html#ThiagarajanM08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/24c495f5f0b71f0c4cdc21d5a38e7dae2/dblp}, description = {dblp}, date = {2008-06-10}, ee = {http://doi.acm.org/10.1145/1376616.1376696}, isbn = {978-1-60558-102-6}, keywords = {dblp } }