Publications
Publications from our Researchers
Several of our current PhD candidates and fellow researchers at the Data Science Institute have published, or in the proccess of publishing, papers to present their research.
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Conference paperCurcin V, Ghanem M, Guo Y, et al., 2004,
IT service infrastructure for integrative systems biology
, Los Alamitos, SCC 2004. IEEE international conference on services computing, Publisher: IEEE Computer Soc, Pages: 123-131 -
Conference paperTamaddoni-Nezhad A, Kakas A, Muggleton S, et al., 2004,
Modelling inhibition in metabolic pathways through abduction and induction
, Berlin, 14th international conference on inductive logic programming (ILP 2004), Porto, Portugal, Publisher: Springer-Verlag, Pages: 305-322 -
Conference paperTamaddoni-Nezhad A, Muggleton S, Bang J, 2003,
A Bayesian model for metabolic pathways
, International joint conference on artificial intelligence (IJCAI03) workshop on learning statistical models from relational data, IJCAI, 2003, Pages: 50-57 -
Conference paperMuggleton S, Tamaddoni-Nezhad A, Watanabe H, 2003,
Induction of enzyme classes from biological databases
, Berlin, 13th international conference on inductive logic programming, Szeged, Hungary, Publisher: Springer-Verlag, Pages: 269-280 -
Conference paperTamaddoni-Nezhad A, Muggleton S, 2003,
A genetic algorithms approach to ILP
, Berlin, 12th international conference on inductive logic programming, Sydney, Australia, 2002, Publisher: Springer-Verlag, Pages: 285-300 -
ReportTamaddoni-Nezhad A, Muggleton S, 2002,
Closed loop machine learning: complexity of ASE-Progol
, Departmental technical report (Imperial College of Science, Technology and Medicine. Department of Computing) ;, Publisher: Imperial College of Science, Technology and Medicine, Department of Computing, 8 -
Conference paperCurcin V, Ghanem M, Guo Y, et al., 2002,
Discovery net: towards a grid of knowledge discovery
, ACM SIGKDD international conference on knowledge discovery and data mining, Publisher: Association for Computing Machinery, Pages: 658-663 -
Journal articleFinol JJ, Guo YK, Jing XD, 2001,
Fuzzy partitioning systems for electrofacies classification: A case study from the Maracaibo Basin
, JOURNAL OF PETROLEUM GEOLOGY, Vol: 24, Pages: 441-458, ISSN: 0141-6421- Author Web Link
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- Citations: 2
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Journal articleFinol J, Guo YK, Jing XD, 2001,
A rule based fuzzy model for the prediction of petrophysical rock parameters
, JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, Vol: 29, Pages: 97-113, ISSN: 0920-4105- Author Web Link
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- Citations: 140
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Journal articleBunnin FO, Guo Y, Darlington J, 2001,
Design of problem-solving environment for contingent claim valuation
, Vol: LNCS 2150, Pages: 935-938 -
Conference paperTamaddoni-Nezhad A, Muggleton S, 2001,
Using genetic algorithms for learning clauses in first-order logic
, International conference on genetic algorithms; GECCO-2001 proceedings of the genetic and evolutionary computation conference, Publisher: Morgan Kaufmann, Pages: 639-646 -
ReportTamaddoni-Nezhad A, Muggleton S, 2001,
Closed loop machine learning: reproduction and evaluation of Phase A results
, Departmental technical report (Imperial College of Science, Technology and Medicine. Department of Computing) ;, Publisher: Imperial College of Science, Technology and Medicine, Department of Computing -
Journal articleLi Q, Guo Y, Darlington J, et al., 2001,
Minimised Geometric Buchberger Algorithm for Integer Programming
, Annals of Operations Research, Vol: 108, Pages: 87-109 -
Journal articleBunnin FO, Guo Y, Ren Y, et al., 2000,
Design of high performance financial modelling environment
, PARALLEL COMPUTING, Vol: 26, Pages: 601-622, ISSN: 0167-8191- Author Web Link
- Open Access Link
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- Citations: 5
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Journal articleBunnin F, Darlington J, Guo Y, et al., 2000,
Parallel pseudospectral solution of financial partial differential equations
, PARALLEL ALGORITHMS AND APPLICATION, Vol: 15, Pages: 3-13
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