{"id":358,"date":"2023-11-22T13:21:23","date_gmt":"2023-11-22T13:21:23","guid":{"rendered":"https:\/\/ivory-network.eu\/?page_id=358"},"modified":"2024-09-17T15:04:54","modified_gmt":"2024-09-17T15:04:54","slug":"dc14","status":"publish","type":"page","link":"https:\/\/ivory-network.eu\/index.php\/dc14\/","title":{"rendered":"DC14. Road safety prediction on the basis of ethically sound physiological measurements"},"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;DC14. Road safety prediction on the basis of ethically sound physiological measurements&#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\/DC14-Aristotelis-Styanidis-logo.png&#8221; title_text=&#8221;DC14 &#8211; Aristotelis Styanidis &#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; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h3>Aristotelis Styanidis<\/h3>\n<p><strong>Education<\/strong><br \/>MEng in Electrical and Computer Engineering from Aristotle University of Thessaloniki<br \/>MSc in Artificial Intelligence from KU Leuven<br \/><strong>About<\/strong><br \/>Dedicated and results-oriented electrical and computer engineer with specialized experience as a research assistant in deep learning. Demonstrated expertise in developing and implementing advanced machine learning models. Committed to fostering close collaboration with fellow engineers, emphasizing a quality-centric, end-to-end approach across projects in diverse sectors. Passionate about computer vision, signal processing, and natural language processing, with a strong focus on practical applications through machine and deep learning.<\/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>NTUA &amp; CARDIO<\/p>\n<p><strong>Objectives:<\/strong><\/p>\n<ul>\n<li>To exploit physiological measures obtained from naturalistic driving (i.e. tactile engagement of steering wheel, electrocardiogram (ECG), photoplethysmography (PPG), blood pressure, other physical activity KPIs) to create accurate and reliable real-time road safety models.<\/li>\n<li>To investigate scenarios, involving (i) individual driving scenarios (e.g. circumventing a fixed obstacle, distraction, reverse manoeuvring) and (ii) driver interaction scenarios (e.g. overtaking, lane-changing, right-of-way negotiating).<\/li>\n<li>To explore the ethical dimensions of driver physiological measurements in road safety assessments, the type of biases that may arise, and how these can be eliminating for more objective and fair traffic safety assessments.<\/li>\n<\/ul>\n<p><strong>Expected results:<\/strong><\/p>\n<ul>\n<li>Creation of innovative algorithms for physiological-based real-time prediction of surrogate safety measures with ethical considerations.<\/li>\n<li>Production of empirical knowledge stemming from naturalistic experiments on how the aforementioned physiological KPIs vary per examined scenario.<\/li>\n<li>Creation of assessment frameworks exploring how the ethical aspect of biometrics can be addressed in a road safety algorithmic context.<\/li>\n<\/ul>\n<p><strong>Planned secondment(s):<\/strong><\/p>\n<ul>\n<li>TUD-NL, Purpose: to investigate the ethical aspects of data fairness and protection in physiological measurements e.g. with respect to Regulation (EU) 2019\/2144, ISO\/IEC 24745:2022 \u2013 Information security, cybersecurity and privacy protection \u2014 Biometric information protection.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aristotelis Styanidis EducationMEng in Electrical and Computer Engineering from Aristotle University of ThessalonikiMSc in Artificial Intelligence from KU LeuvenAboutDedicated and results-oriented electrical and computer engineer with specialized experience as a research assistant in deep learning. Demonstrated expertise in developing and implementing advanced machine learning models. Committed to fostering close collaboration with fellow engineers, emphasizing a [&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-358","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/358","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=358"}],"version-history":[{"count":4,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/358\/revisions"}],"predecessor-version":[{"id":698,"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/pages\/358\/revisions\/698"}],"wp:attachment":[{"href":"https:\/\/ivory-network.eu\/index.php\/wp-json\/wp\/v2\/media?parent=358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}