{"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,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-212","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/comments?post=212"}],"version-history":[{"count":6,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/212\/revisions"}],"predecessor-version":[{"id":708,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/212\/revisions\/708"}],"wp:attachment":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/media?parent=212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}