Julius Bañgate
PhD Computer Science
Multi agent systems. Multi agent modelling and simulation. Human behaviour modelling and agent based geospatial social simulation. Seismic risk/crisis modelling and Pedestrian evacuation. Multimodal transport and logistics. Geospatial analysis, visualisation and simulation. Artificial Intelligence. Artificial Societies. Complex Systems. Networks. Dynamic Semantic Graphs. Geographic Information Systems. Remote Sensing. Geomatics.
Research Interests
-
Complex systems, artificial societies and artificial intelligence
-
Multi agent modelling and simulation.
-
Human behaviour modelling and social simulation.
-
Social Attachment​
-
-
Seismic risk/crisis pedestrian evacuation modelling
-
Multi modal transport logistics flows (imports and export)s)
-
Network analysis, semantic graph comparison and graph metrics
-
Dynamic Semantic Graphs​
-
Graph Algorithms
-
Hypergraphs
-
-
Geospatial analysis, visualisation and simulation (Geographic Information Systems)
-
Remote sensing image analysis and digital image processing.
-
Object based image analysis​, classification and object recognition
-
Landslides
-
-
Publications
Bañgate, Julius (2019). Multi-agent modelling of seismic crisis. PhD Thesis. Computers and Society [cs.CY]. Université Grenoble Alpes, 2019. English. ⟨NNT : 2019GREAM057⟩. ⟨tel-02613082⟩
Bañgate, J., Dugdale, J., Beck, E., and Adam, C. (2019). "Review of Agent Based Modelling of Social Attachment in Crisis Situations." IJISCRAM vol.11, no.1 2019: pp.35-64.
Bañgate, J., Dugdale, J., Beck, E., and Adam, C. (2018). A multi-agent system approach in evaluating human spatio-temporal vulnerability to seismic risk using social attachment. WIT Transactions on Engineering Sciences 121, pages12, pp. 47 - 58. DOI 10.2495/RISK180041. WIT Press. https://www.witpress.com/elibrary/wit-transactions-on-engineering-sciences/121/36673