Challenges for Web Science - applications in Bio & O

Collins, Andrew

Fliege, Joerg

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Operational Research & WebScienceJo¨rg FliegeJ.Fliege@soton.ac.uk .University of SouthamptonU.K.Southampton, December 2010Operational Research & Web Science – p.1/13OverviewCORMSIS, the Centre for Operational ResearchOperational Research and Web Science: someapplicationsMachine Learningscheduling, routing, network designdistributed optimizationrisk management in online communitiesOperational Research & Web Science – p.2/13CORMSISCORMSISOperational Research & Web Science – p.3/13CORMSISCORMSIS: Centre for Operational Research,Management Science and Information Systemshttp://www.cormsis.soton.ac.uk/32 full-time researchers; 2 industrial liaison officers;+ administrative staff; + affiliated members≈30 PhD students5 MSc programmes: OR, OR & Finance, MS, MS &Finance, Knowledge and Information SystemsManagement (total ≈70 MSc students/year, mostly withexternal sponsors)Industrial Liaison Committee (BA, BAA, BP, Dstl, HMRevenue & Customs, IBM, JP Morgan, Shell, etc.)regular seminar series, conferences, workshops, etc.Operational Research & Web Science – p.4/13CORMSIS: StaffHead, ILO, Admin StaffProf. ThomasMs GroomDr. RowleyCredit ScoringDr.BaesensProf.ThomasDr. MuesDiscrete & Combinatorial Optim.Dr.BektasProf.PottsDr. Kaparis, Dr. Pearson, Dr WuEntrepeneurshipDr.WarrenO.R. in HealthcareDr.BoltDr.SmithProf. BrailsfordKnowledge ManagementProf.ConnellDr.MakewitaDr.KleinHCIDr.AshleighNonlinear OptimisationProf.FliegeDr.XuDr. Nguyen, Dr. QiSimulationDr.AvramidisDr.CurrieProf. Cheng, Dr. IzadyLocal SearchDr.BennellRisk ManagementProf.ChapmanProf.WilliamsProf. Johnson, Dr. Malik, Dr. Sung, Prof. WardOperational Research & Web Science – p.5/13Industrial CollaborationsAAAlcatel-LucentBAE SystemsbmiBritish AirwaysDstlEuropean Space AgencyFordIBMTescovarious NHS trustsca. 60 further partners Operational Research & Web Science – p.6/13OR and WSOR and Web Science:some applicationsOperational Research & Web Science – p.7/13Machine Learningextracting hidden patterns from datalarge-scale databasesclassification (e.g. credit scoring, etc.)clusteringforecastingOperational Research & Web Science – p.8/13Machine LearningMain analytic tool: Support Vector Machines (SVM)Operational Research & Web Science – p.9/13Discrete & Combinatorial Optimizationdistribution logisticsschedulingroutingnetwork designespecially: the robust counterparts of the aboveOperational Research & Web Science – p.10/13Nonlinear OptimizationThe next generation: self-organising ad-hoc multi-hopnetworks mostly without base stations, partly withoutbackbone network.Operational Research & Web Science – p.11/13Nonlinear OptimizationFurther applications:car-to-car multihop networks (traffic management)disaster recovery, wireless sensor networks, health caremanagement etc.Operational Research & Web Science – p.12/13Simulation & Risk ManagementRisk Management in Online Communities (EU FP7 project,11Me funding)Operational Research & Web Science – p.13/13Simulation & Risk ManagementTools used: compartment models, discrete time simulationOperational Research & Web Science – p.14/13

Bioinformatics & Operational Research

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