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Jozef Stefan Institute Department of Intelligent Systems

Jozef Stefan Institute Department of Intelligent Systems. Jožef Stefan Institute is the leading Slovenian institution for pure and applied research in natural sciences and technology Department of I ntelligent Systems :

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Jozef Stefan Institute Department of Intelligent Systems

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  1. Jozef Stefan InstituteDepartmentofIntelligentSystems • Jožef Stefan Institute is the leading Slovenian institution for pure and applied research in natural sciences and technology • DepartmentofIntelligentSystems: • Agent andmultiagenttechnologies (securityapplications, anomalousbehaviour, behaviourdetectionandcloningandsimulationofcompeting agent groups) • Machine learning and data mining (mergingcomputerand human) • Cognitive architectures (smartcities) • Search and optimization using bioinspiredalgorithms • Pathand transport optimization

  2. Expertise • Agent andmultiagenttechnologies • Behaviouranalysisbased on agent traces • Extractionofstrategicbehaviour • Behaviourcloning, transfer learning • Identifyandimproveweaknesses in strategies • Detectionofanomalousandsuspiciousbehaviour • Machine learning and data mining • Pathandactionplanning • Activityrecognitionfrombasicmovements • Combiningdomainknowledgeandmachinelearning • InteractiveDataMining • Optimizationalgorithms • Transport scheduling/optimization

  3. Participate in severaltopics: • Urban security • Conflictprevention • Maritimebordersecurity Contact Headofdepartment: Matjaz Gams (matjaz.gams@ijs.si) Ales Tavcar (ales.tavcar@ijs.si)

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