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 paper
    Chortaras A, Guo Y, Ghanem MM, Bunnin FOet al., 2003,

    Real options modelling using automated software generation

    , Durham, 7th ioint conference on information sciences (JCIS), Res Triangle Pk, North Carolina, 2003, Publisher: Assoc Intelligent Machinery, Pages: 1044-1048
  • Book chapter
    Guo Y, Bandy J, Rowe A, Wendel P, Ghanem M, Kalaitzopoulos Det al., 2003,

    Smarter data mining

  • Conference paper
    Rowe A, Ghanem M, Guo Y, 2003,

    Using domain mapping to integrate biological and chemical databases

    , International chemical information conference, Nimes, 2003
  • Journal article
    Giannadakis N, Rowe A, Ghanem M, Guo Yet al., 2003,

    InfoGrid: providing information integration for knowledge discovery

    , Information Sciences, Vol: 155, Pages: 199-226
  • Conference paper
    Tamaddoni-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
  • Journal article
    Rowe A, Kalaitzopolous D, Osmond MA, Ghanem M, Guo YKet al., 2003,

    The discovery net system for high throughput bioinformatics

    , Bioinformatics, Vol: 19, Pages: 225-231
  • Conference paper
    Chortaras A, Ghanem M, Guo Y, 2003,

    Automatic generation of software components for real options modelling

    , International conference of computational methods in sciences and engineering (ICCMSE 2003), September 2003, Kastoria, Greece, Pages: 118-121
  • Conference paper
    Muggleton 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 paper
    Tamaddoni-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
  • Journal article
    Ghanem MM, Guo Y, Lodhi H, Zhang Yet al., 2002,

    Automatic scientific text classification using local patterns: KDD CUP 2002 (task 1)

    , SIGKDD Explor. Newsl., Vol: 4, Pages: 95-96, ISSN: 1931-0145
  • Conference paper
    Ghanem M, Guo Y, Rowe A, Wendel Pet al., 2002,

    Grid-based knowledge discovery services for high throughput informatics

    , Los Alamitos, 11th IEEE international symposium on high performance distributed computing (HPDC-11), Edinburgh, Scotland, 2002, Publisher: IEEE Computer Soc, Pages: 416-416
  • Report
    Tamaddoni-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 paper
    Ghanem M, Giannadakis N, Guo Y, Rowe Aet al., 2002,

    Information integration for e-science

    , 1st UK e-science all-hands conference, Sheffield, UK, September 2002
  • Book chapter
    Correll M, Beaulah S, Munro R, Sheldon J, Guo Yet al., 2002,

    Data Mining Tools and Techniques for Identification of Biomarkers for Cancer

    , Biological Data Mining, Data Mining and Knowledge Discovery Series, Editors: Chen, Publisher: CRC Press
  • Journal article
    Grossman R, Guo Y, 2002,

    Data mining tasks and methods: parallel methods for scaling data mining algorithms to large data sets

    , Handbook of data mining and knowledge discovery, Pages: 433-442

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