[et_pb_section fb_built=”1″ _builder_version=”4.23.1″ _module_preset=”default” background_color=”rgba(87,104,128,0.04)” global_colors_info=”{}”][et_pb_row _builder_version=”4.23.1″ _module_preset=”default” custom_padding=”||27px|||” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Research Topics” _builder_version=”4.23.1″ _module_preset=”default” min_height=”39px” custom_padding=”4px|||||” global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ivory-network.eu\/wp-content\/uploads\/2023\/12\/Ivory-conseptual-framework-RG1.png” title_text=”Ivory – conseptual framework – RG1″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n
Research Goal 1.\u00a0Responsible, fair, and impactful AI for road safety<\/strong><\/p>\n Doctoral Candidate 1. How to implement justice in AI for road safety?<\/a><\/p>\n Doctoral Candidate 2. Explainable AI for road safety: benchmarking AI methods and data<\/a><\/p>\n Doctoral Candidate 3. AI for road safety in LMICs<\/a><\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ivory-network.eu\/wp-content\/uploads\/2023\/12\/Ivory-conseptual-framework-RG2.png” title_text=”Ivory – conseptual framework – RG2″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n Research Goal 2.\u00a0Road user assistance<\/strong><\/p>\n Doctoral Candidate 4. Road user profiling using multimodal data of naturalistic driving databases<\/a><\/p>\n Doctoral Candidate 5. AI to mitigate driver distraction and drowsiness at different levels of automation<\/a><\/p>\n Doctoral Candidate 6. Learning from the whole spectrum of driver behaviour: from unsafe to optimal driving<\/a><\/p>\n Doctoral Candidate 7. Data fusion of traffic, behaviour & infrastructure for holistic driver assistance<\/a><\/p>\n Doctoral Candidate 14. Road safety prediction on the basis of ethically sound physiological measurements<\/a><\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ivory-network.eu\/wp-content\/uploads\/2023\/12\/Ivory-conseptual-framework-RG3.png” title_text=”Ivory – conseptual framework – RG3″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_4″ _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.23.1″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n Research Goal 3.\u00a0Proactive infrastructure safety management<\/strong><\/p>\n Doctoral Candidate 8. Proactive risk mapping and infrastructure safety management<\/a><\/p>\n Doctoral Candidate 9. AI for road safety monitoring and crash prediction from micro- to macro levels<\/a><\/p>\n Doctoral Candidate 10. Using AI for the identification, monitoring and utilisation of a personalised self-learning safe route network for home-school trips<\/a><\/p>\n Doctoral Candidate 11. AI for proactive safety detection using conflict techniques<\/a><\/p>\n Doctoral Candidate 12. Harmonisation and hybrid application of AI datasets for road safety<\/a><\/p>\n Doctoral Candidate 13. AI-aided BIM-based design for road infrastructure<\/a><\/p>\n