{"id":212,"date":"2023-11-17T14:47:06","date_gmt":"2023-11-17T14:47:06","guid":{"rendered":"https:\/\/ivory-network.eu\/?page_id=212"},"modified":"2024-09-18T13:45:19","modified_gmt":"2024-09-18T13:45:19","slug":"dc3","status":"publish","type":"page","link":"https:\/\/ivory-network.eu\/index.php\/dc3\/","title":{"rendered":"DC3. AI for road safety in LMICs"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_heading title=&#8221;DC3. AI for road safety in LMICs&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ivory-network.eu\/wp-content\/uploads\/2024\/09\/DC3-Amirhossein-Hassani-logo.png&#8221; title_text=&#8221;DC3 &#8211; Amirhossein Hassani &#8211; logo&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h3>Amirhossein Hassani<\/h3>\n<p><strong>Education<\/strong><br \/>M.Sc. in Computer Engineering &#8211; Artificial Intelligence and Robotics from Shahid Bahonar University of Kerman<br \/><strong>About<\/strong><br \/>Pioneering AI researcher specializing in computer vision, with extensive expertise in machine learning and deep learning. Adept at developing and implementing a wide range of AI and ML models, with particular proficiency in convolutional neural networks for visual recognition tasks. Driven by a passion for leveraging cutting-edge AI technologies to tackle complex real-world challenges, consistently pushing the boundaries of what&#8217;s possible in artificial intelligence.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong>Hosts:<\/strong> FPZ &amp; AGILYSIS<\/p>\n<p><strong>Objectives:<\/strong><\/p>\n<ul>\n<li>Define a framework for exploiting available data sources and adapting existing road survey databases (e.g., SLAIN) inLMICs<\/li>\n<li>To perform AI-supported knowledge discovery in databases utilising extraction of implicit, previously unknown, and potentially useful<\/li>\n<li>information from data collected for other purposes<\/li>\n<li>Facilitate transport modelling with AI deep learning to establish predictive crash models to support transport infrastructure investment<\/li>\n<li>decisions in LMIC on road networks where traditional data is non-existing or unreliable<\/li>\n<\/ul>\n<p><strong>Expected results:<\/strong><\/p>\n<ul>\n<li>Identification and classification of potential structured and unstructured big data sources for the development of road safety<\/li>\n<li>performance assessments and predictive crash modelling<\/li>\n<li>Innovative and cost-effective data acquisition, processing and analysis methods to support road safety management in<\/li>\n<li>LMIC (performance indicators, star rating, risk mapping, road safety audit and road safety inspection)<\/li>\n<li>A taxonomy of data, methods and tools tailored for AI road safety support to less resourced countries<\/li>\n<\/ul>\n<p><strong>Planned secondment(s):<\/strong><\/p>\n<ul>\n<li>EIRA-SI, Supervisor: Purpose: to test the developed methods on datasets from LMICs<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amirhossein Hassani EducationM.Sc. in Computer Engineering &#8211; Artificial Intelligence and Robotics from Shahid Bahonar University of KermanAboutPioneering AI researcher specializing in computer vision, with extensive expertise in machine learning and deep learning. Adept at developing and implementing a wide range of AI and ML models, with particular proficiency in convolutional neural networks for visual recognition [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"class_list":["post-212","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"DC3. AI for road safety in LMICs Amirhossein Hassani EducationM.Sc. in Computer Engineering \u2013 Artificial Intelligence and Robotics from Shahid Bahonar University of KermanAboutPioneering AI researcher specializing in computer vision, with extensive expertise in machine learning and deep learning. 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