wGL?Goble, C.A. De Roure, D.2002,The Grid: an application of the semantic web65-70ACM SIGMOD Recor&FD֟?Goble, C. De Roure, D.2002#The Semantic Web and Grid Computing$Real World Semantic Web Applications92V. Kashyap L. Shklar IOS Press9http://www.semanticgrid.org/documents/swgc/swgc-final.pdf5Fr[J?9Goble, C.A. De Roure, D. Shadbolt, N.R. Fernandes, A.A.A.2004@Enhancing Services and Applications with Knowledge and Semantics431-458@The Grid: Blueprint for a New Computing Infrastructure (2nd. ed)Foster, I. Kesselman, CMorgan9D?YFrey, Jeremy G.2003+Comb-e-Chem - an e-science research project395-398UEuroQSAR 2002 Designing Drugs and Crop Protectants: processes, problems and solutionsEFord, Martyn Livingstone, David Dearden, John Van der Waterbeemd, Han Oxford, UK B CD?ZDe Roure, David Goble, Carole 2005Building the Semantic Grid,Engineering the Grid: status and perspective3J. Dongarra H. Zima A. Hoisie L. Yang B. Di MartinoAmerican Scientific Publishershtt&>?*De Roure, D. Jennings, N.R. Shadbolt, N.R.20035The Semantic Grid - A future e-Science infrastructure437-470;Grid Computing - Making the Global Infrastructure a Reality Berman, F. Fox, G. Hey, A. J. G.John Wiley and SCP? 6De Roure, D. Baker, M.A. Jennings, N.R. Shadbolt, N.R.2003The evolution of the Grid65-100;Grid computing - making the global infrastructure a realityBerman, F. Fox, G. Hey, A.J.G.,John Wiley andD(? De Roure, D. Hendler, J.A.2004(E-Science: the Grid and the Semantic Web65-71IEEE Intelligent Systems:E ?dT. Gelbrich M.B. Hursthouse2005{A versatile procedure for the identification, description and quantification of structural similarity in molecular crystals324-336Cryst. Eng. B?[6Stefan W. Christensen Ian Sinclair Philippa A. S. Reed2004JDesigning committees of models through deliberate weighting of data points39-66$Journal of Machine Learning Research41D?EBuckingham Shum, S. De Roure, D. Eisenstadt, M. Shadbolt, N. Tate, A.2002CCoAKTinG: Collaborative Advanced Knowledge Technologies in the Grid6Second Workshop on Advanced Collaborative Environments Edinburgh, UK0http://eprints.ecs.soton.ac.uk/archive/00006791/? ,De Roure, D. Jennings, N. R. Shadbolt, N. R.2001IResearch Agenda for the Semantic Grid - A Future e-Science Infrastructure Edinburgh, UKNational e-Science CentreDecember0http://eprints.ecs.soton.ac.uk/archive/00006350/ UKeS-2002-02|;B?\Stefan W. Christensen20034Ensemble Construction via Designed Output Distortion286-295" Lecture Notes in Computer Science2709 HeidelbergSpringer-Verlag GmbH A new technique for generating regression ensembles is introduced in the present paper. The technique is based on earlier work on promoting model diversity through injection of noise into the outputs; it differs from the earlier methods in its rigorous requirement that the mean displacements applied to any data points output value be exactly zero. It is illustrated how even the introduction of extremely large displacements may lead to prediction accuracy superior to that achieved by bagging. It is demonstrated how ensembles of models with very high bias may have much better prediction accuracy than single models of the same bias-defying the conventional belief that ensembling high bias models is not purposeful. Finally is outlined how the technique may be applied to classification.6http://www.springerlink.com/index/6BLFYULTXDLW7G49.pdf[Proc. 4th Int. Workshop Multiple Classǟ?XFrey, J. G. Bradley, M. Essex, J.W. Hursthouse, M.B. Lewis, S.M. Luck, M.M. Moreau, L. De Roure, D.C. Surridge, M. Welsh, A.H. 2003$Combinatorial chemistry and the Grid945-962:Grid computing: making the global infrastructure a reality0Berman, Fran Hey, Anthony J.G. Fox, Geoffrey C.Chichester, UKJohn Wiley & Sons Ltd.http://eprints.soton.ac.uk/325/AWiley Series in Communications Networking and Distributed Systems;D?"Frey, J.G. De Roure, D. Carr, L.A.2002UPublication At Source: Scientific Communication from a Publication Web to a Data GridKEuroweb 2002 Conference, The Web and the GRID: from e-science to e-business Oxford, UKBCS17-18 December 20020http://eprints.ecs.soton.ac.uk/archive/00007852/BH?Martin Szomszor Luc Moreau2003ERecording and reasoning over data provenance in web and grid services603-620[International Conference on Ontologies, Databases and Applications of SEmantics (ODBASE'03)2888 3-7 November$http://eprints.ecs.soton.H ?yM. Luck P. McBurney C. Preist2004CA Manifesto for Agent Technology: Towards Next Generation Computing203-2524Journal of Autonomous Agents and Multi-Agent Syste?kDe Roure, David2003%Semantic Grid and Pervasive Computing70-76GGF9 Semantic Grid Workshop(David De Roure Carole Goble Geoffrey Fox Chicago, ILOctober)http://www.semanticgrid.org/GGF/ggf9/gpc/*D?jfFrey, J. G. De Roure, D. schraefel, m. c. Mills, H. Fu, H. Peppe, S. Hughes, G. Smith, G. Payne, T. R.2003#Context Slicing the Chemical Aether?First International Workshop on Hypermedia and the Semantic Web Millard, DNottingham, UK$http://eprints.ecs.soton.ac.uk/8790/kU?# Luc Moreau2002QAgents for the Grid: A Comparison with Web Services (Part 1: the transport layer)220-228WSecond IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID 2002)1Henri E. Bal Klaus-Peter Lohr Alexander ReinefeldBerlin, GermanyIEEE Computer SocietyMay 2002fhttp://eprints.ecs.soton.ac.uk/archiveDU?$3Moreau, L Avila-Rosas, A Dialani, V Miles, S Liu, X2002PAgents for the Grid: A Comparison with Web Services (part II: Service Discovery)52-56,Workshop on Challenges in Open Agent SystemsBologna, Italy\http://eprints.ecs.soton.ac.uk/archive/B`?pMichelle Bachler Simon Buckingham Shum Yun-Heh Chen-Burger Jeff Dalton De Roure, David Marc Eisenstadt Jeremy Frey Jiri Komzak Danius Michaelides Kevin Page Stephen Potter Nigel Shadbolt Austin Tate2004:Collaboration in the Semantic Grid: a Basis for e-Learning1-12yGrid Learning Services (GLS'2004) at the 7th International Conference on Intelligent Tutoring Systems Workshop (ITS'2004)Maceio,D?qC.J. Woods J.G. Frey J.W.Essex2004^The Application of Distributed Computing to the Investigation of Protein Conformational ChangeUK e-Science All Hands MeetingNottingham, UK!http://eprints.soton.ac.uk/15881/1-90 4425-21-6>?f+De Roure, D. Jennings, N.R. Shadbolt, N.R. 2005,The Semantic Grid: Past, Present, and Future669-681Proceedings of the IEEE933March$&DǛ?gwColes, S.J. Frey, J.G. Hursthouse, M.B. Light, M.E. Surridge, M. Meacham, K.E. Marvin, D.J. De Roure, D.C. Mills, H. R.2002vGrid/Web enhancements to the National Crystallographic Service: experiences with an interactive e-Science demonstratorAEuroweb 2002 - the Web and the GRID: from e-Science to e-Business*Hopgood, F.R.A. Matthews, B. Wilson, M.D. Oxford, UKBritish Computer SocietyDecemberUhttp://eprints.soton.ac.uk/346/ and http://www.bcs.org/server.php?show=ConWebDoc.4081 ElectronicWorkshops in ComputingG?]Mike Hursthouse2004]High-throughput chemical crystallography (HTCC): meeting and greeting the combichem challenge85-96Crystallography Revi6Vd?^-Welsh, A.H. Mansson, R.A. Frey, J.G. Danos, L2005YStatistical Analysis of Second Harmonic Generation Experiments: A Phenomenological Model 45-54/Chemometrics and Intelligent Laboratory Systems75Vhttp://eprints.soton.ac.uk/20930/ and http://dx.doi.org/10.1016+E?bRThomas Gelbrich Terence L. Threlfall Susanne Huth Eva Seeger Michael B. Hursthouse2004~Investigation of Structural Relationships between Racemic Alkali and Ammonium Hydrogen Tartrates and their Chiral Counterparts 1451-14583Zeitschrift für anorganische und allgemeine Chemie_E7c>Stefan Gerber Harald Krautscheid Thomas Gelbrich Heike Vollmer2004Synthesis and Crystal Structures of Heterometallic AgI/FeII Coordination Polymers: (Me3PhN)2[Ag2Fe(SCN)6], (Me3PhN)6[Ag6Fe3(ECN)18] (E = S, Se) und (Me3PhN)4[Ag2Fe(SCN)8] 1427 - 14323Zeitschrift für anorganische und allgemeine Chemie63010Fhttp://www3.iC?1De Roure, David2003*On Self-Organization and the Semantic Grid77-79IEEE Intelligent Systems184July-August 2003-http://www.semxGB,D?4Bachler, M. Buckingham Shum, S. Chen-Burger, J. Dalton, J. De Roure, D. Eisenstadt, M. Komzak, J. Michaelides, D. Page, K. Potter, S. Shadbolt, N. Tate, A.2004(Collaborative Tools in the Semantic Grid&GGF11 - The Eleventh Global Grid Forum Luc MoreauHonolulu, Hawaii, USAGlobal Grid ForumJune F?6Goble, CA De Roure, D.20043The Semantic Grid: Myth Busting and Bridge Building 1129-1135?16th European Conference on Artificial Intelligence (ECAI-2004)Valencia, Spain A?7 EU Expert Group,2003&Next Generation Grid(s) 2005 – 2010BrusselsEuropean CommissionJune1ftp://ftp.cordis.lu/pub/ist/docs/ngg_eg_final.pdf^#H?9Bschraefel, m. c. Hughes, G. Mills, H. Smith, G. Payne, T. Frey, J.2004`Breaking the Book: Translating the Chemistry Lab Book into a Pervasive Computing Lab Environment25-326Conference on Human Factors in Computing Systems (CHI)Vienna, Austria ACM Press0http: DD?:QFrey, J. G. Hughes, G. V. Mills, H. R. schraefel, m. c. Smith, G. M. De Roure, D.2004GLess is More: Lightweight Ontologies and User Interfaces for Smart LabsUK eScience All Hands MeetingNottinl;IX?i+Vivek, Sanjay Tso, Kenneth De Roure, David 2003-Mobile Link Services with MQSeries Everyplace359\First IEEE International Conference on Pervasive Computing and Communications (PerCom'03) Fort Worth, TexasThe Open Hypermedia model is based upon the separation of hypertext links from documents and treats them as separate entities. Distributed link services take this approach and implement an open hypermedia system above the infrastructure of the World Wide Web. This paper explores the suitability and applicability of extending the architecture of distributed link services by adding messaging backbone based on secure asynchronous message passing, which provides support for mobile users of distributed hypermedia information systems.$http://eprints.ecs.soton.ac.uk/7240/>http://doi.ieoHXF?eOEsther R. Rousay Hongchen Fu Jamie M. Robinson Jonathan W. Essex Jeremy G. Frey2005Grid-based dynamic electronic publication: A case study using combined experiment and simulation studies of crown ethers at the air/water interfacePhil. Trans, Royal Soc.5G?DeGareth Hughes Hugo Mills David De Roure Jeremy G Frey Luc Moreau mc schraefel Graham Smith Ed Zaluska2004NThe Semantic Smart Laboratory: A system for supporting the chemical eScientist1-10Org. Biomol. Chem.2October%http://epriD?_ J. G. Frey2004JDark Lab or Smart Lab: The Challenges for 21st Century Laboratory Software 1024-1035Org. Proc. Res. Dev.OSemantic description and tracking of analysis of chemical data140-149ISecond International Workshop on the Knowledge Grid and Grid IntelligenceH Zhuge W K Cheung J LiuBeijing, China!http://eprints.soton.ac.uk/11240/ 0-9734039-8-5+D?wWoods, D.C. Lewis, S.M.2005>Designing experiments for binary data using search algorithms 755th Session of the International Statistical InstituteSydney, Australia!http://eprints.soton.ac.uk/15854/ / ons Ltd.$http://eprints.ecs.soton.ac.uk/6869/ 0http://eprints.ecs.soton.ac.uk/9976/ 0018-92195I7zQK. R. Taylor R. J. Gledhill J. R. Essex J. G. Frey S. W. Harris De Roure, D. C. 2006,Bringing Chemical Data onto the Semantic Web939-952J. Chem. Inf & Mod463jhtt7F@7{CR. Gledhill S. Kent B. Hudson W. G. Richards J. W. Essex J. G. Frey2006=A Computer-Aided Drug Discovery System for Chemistry Teaching960-970J. Chem. Inf & Mod46k_U7|cNatalie Fey Athanassios C. Tsipis Stephanie E. Harris Jeremy N. Harvey A. Guy Orpen Ralph A. Manson2005fDevelopment of a Ligand Knowldege Base, Part 1: Computational Descriptors for Phosphorus Donor Ligands 291 - 302Chemistry - A European Journal121Ghttp://www3.interscience.wiley.com/cgi-bin/fulltext/112140401/HTMLSTA16-10, 2004$http://eprints.ecs.soton.ac.uk/9439/ / Brazil%http://eprints.ecs.soton.ac.uk/11164/Aifier Systems, Guildford, Surrey, UK, June 11-13 2003 0302-97439January,http://portal.acm.org/citation.cfm?id=945368 8anticgrid.org/docs/selforg.htmlTrends & Controversies 0 Sons Ltd$http://eprints.ecs.soton.ac.uk/6871/En/Feb 20048http://csdl2.computer.org/comp/mags/ex/2004/01/x1024.pdf + p://www.aspbs.com/grid.html 1-58883-038-1 Iinica.edu.tw/statisti )I191bhttp://eprints.ecs.soton.ac.uk )J,ttp://eprints.ecs.soton.ac.uk/7317/ and h !Klackwellhttp://eprints.soton.a %J86jhttp://eprints.soton.ac.uk 0gham, UK%http://eprints.ecs.soton.ac.uk/10100/ s Comm7hhttp://eprints.soton.ac.uk/20809/ and http://www.rsc.org/publishing/journals/CE/article.asp?doi=b502484f 1Rp63010Qhttp://eprints.soton.ac.uk/20209/ an \nterscience.wiley.com/cgi-bin/abstract/109594385/ABSTRACT10.1002/zaac.200400138,German IR3jhttp://eprints.soton.ac.uk/30135/ and http://pubs3.acs.org/acs/journa Contiers in Artificial Intelligence and Applications 1 58603 306 9 Xugust 2004Khttp://www.semanticgrid.org/docs/ECAISemanticGrid/ECAISemanticGridFinal.pdf1d314$http://eprints.ecs.soton.ac.uk/9192/ Gnts.ecs.soton%.ac.uk/10099/DOI: 10.1039/b410075a [ews10Phttp://www.ingentaconnect.com/content/tandf/gcrr/2004/00000010/00000001/art00001 2ms93%http://eprints.ecs.soton.ac.uk/10225/ 1RLondonNhttp://eprints.soton.ac.uk/20900/ and h ;//eprints.ecs.soton.ac.uk/archive/00008780/ 1-58113-702-8 /ac.uk/9450/!Lecture Notes in Computer Science ESp://eprints.soton.ac.uk/32799/ and http://pubs3.acs.org/acs/journals/1eecomputersociety.org/10.1109/PERCOM.2003.1192760 1/ci050362w  ca/J15N3/J15N32/J15N32.html D/9977 and http://csdl.computer.org/comp/mags/ex/2004/01/x1065abs.htm @$ttp://citeseer.ist.psu.edu/dialani02transparent.html 0302-9743 X-KaufmannLhttp://www.elsevier.com/wps/find/bookdescription.cws_home/699905/description !R