[et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”3.22″][et_pb_row _builder_version=”3.22.1″ border_color_all=”#3255c9″ border_style_all=”groove”][et_pb_column type=”1_4″ _builder_version=”3.22.1″][et_pb_text _builder_version=”3.22.1″ min_height=”11px” custom_margin=”||-25px|||” custom_padding=”||0px|||”]<\/p>\n
Shen Liang<\/strong> <\/p>\n [\/et_pb_text][et_pb_social_media_follow _builder_version=”3.22.1″ locked=”off”][et_pb_social_media_follow_network url=”https:\/\/www.linkedin.com\/in\/liang-shen-76a669273\/” _builder_version=”3.22.1″ follow_button=”off” url_new_window=”on” social_network=”linkedin” background_color=”#007bb6″]linkedin[\/et_pb_social_media_follow_network][\/et_pb_social_media_follow][\/et_pb_column][et_pb_column type=”3_4″ _builder_version=”3.22.1″][et_pb_text _builder_version=”3.22.1″ custom_margin=”|||||” custom_padding=”0px|||||”]<\/p>\n This tutorial presents an overview of knowledge-guided data science, a rising methodology in machine learning which fuses data with domain knowledge. We will present numerous case studies on this methodology to showcase how to unleash its potential in real-world data science applications.<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”3.22.1″][et_pb_column type=”1_4″ _builder_version=”3.22.1″][et_pb_divider color=”#3255c9″ admin_label=”Divider” _builder_version=”3.22.1″][\/et_pb_divider][et_pb_text _builder_version=”3.22.1″ custom_padding=”0px|||||”]<\/p>\n Dr Shen Liang [\/et_pb_text][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”3.22.1″][et_pb_text admin_label=”Text” _builder_version=”3.22.1″ custom_margin=”60px||”]<\/p>\n Click the image to see slide<\/em><\/p>\n [\/et_pb_text][et_pb_image src=”https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-content\/uploads\/sites\/27\/2024\/10\/Screenshot-2024-10-24-132804.png” url=”https:\/\/docs.google.com\/presentation\/d\/1ftL7tHmgWjdbFSDzOFiM4kebQDNIE2YT\/edit#slide=id.p1″ _builder_version=”3.22.1″ border_width_all=”1px” transform_styles__hover_enabled=”on” transform_scale__hover_enabled=”on” transform_translate__hover_enabled=”on” transform_rotate__hover_enabled=”on” transform_skew__hover_enabled=”on” transform_origin__hover_enabled=”on” transform_translate__hover=”-4px|-4px”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”3.22.1″][et_pb_button button_url=”https:\/\/drive.google.com\/file\/d\/1lzDgOGKNz0mLSopvWKeIiPeJYCdfNLqg\/view” button_text=”Workshop data” button_alignment=”left” _builder_version=”3.22.1″ custom_button=”on” button_text_color=”#ffffff” button_bg_color=”#072c72″ button_border_width=”2px” button_border_color=”#072c72″ button_border_radius=”26″ button_icon=”%%20%%” button_icon_color=”#ffffff” button_on_hover=”off” background_layout=”dark” custom_margin=”60px|||” z_index_tablet=”500″ custom_css_after=”margin-left: 0!important;||” saved_tabs=”all” locked=”off” background_layout__hover_enabled=”on” background_layout__hover=”light” button_bg_color__hover_enabled=”on” button_bg_color__hover=”#ffffff” button_icon_color__hover_enabled=”on” button_icon_color__hover=”#072c72″ button_text_color__hover_enabled=”on” button_text_color__hover=”#072c72″ custom_css_after__hover_enabled=”on” custom_css_after__hover=”margin-left: 0!important;” button_border_color__hover_enabled=”on” button_border_color__hover=”#072c72″] [\/et_pb_text][et_pb_blog posts_number=”4″ include_categories=”67″ show_author=”off” show_date=”off” show_pagination=”off” module_id=”page_type_blog” _builder_version=”3.22.1″ header_level=”h4″ border_width_bottom_fullwidth=”1px” border_color_bottom_fullwidth=”rgba(51,51,51,0.18)” custom_padding=”||50px|” z_index_tablet=”500″][\/et_pb_blog][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":" Shen LiangMay 18, 4 PM\u00a0online (zoom) Abstract This tutorial presents an overview of knowledge-guided data science, a rising methodology in machine learning which fuses data with domain knowledge. We will present numerous case studies on this methodology to showcase how to unleash its potential in real-world data science applications.Dr Shen Liang(Universit\u00e9 Paris Cit\u00e9, diiP)Shen Liang… Lire la suite Shen Liang – Knowledge-guided Data Science<\/span><\/a><\/p>\n","protected":false},"author":560,"featured_media":2263,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[55,1,67],"tags":[],"class_list":["post-2904","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-55","category-diip","category-seminars-hands-on-workshops"],"_links":{"self":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/posts\/2904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/users\/560"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/comments?post=2904"}],"version-history":[{"count":10,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/posts\/2904\/revisions"}],"predecessor-version":[{"id":3209,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/posts\/2904\/revisions\/3209"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/media\/2263"}],"wp:attachment":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/media?parent=2904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/categories?post=2904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/diip\/wp-json\/wp\/v2\/tags?post=2904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
May 18, 4 PM\u00a0
online (zoom)<\/span><\/p>\nAbstract<\/strong><\/h3>\n
(Universit\u00e9 Paris Cit\u00e9, diiP)
Shen Liang is a research associate at the Data Intelligence Institute of Paris (diiP) and affiliated with the Universit\u00e9 Paris Cit\u00e9. He has worked on a variety of data management and mining problems including time series analysis, semi-supervised learning, knowledge-guided deep learning and GPU-accelerated computation within various fields such as healthcare, manufacturing, geosciences and astrophysics. He holds a PhD in software engineering from Fudan University, China.<\/span><\/p>\n
\n[\/et_pb_button][et_pb_button button_url=”https:\/\/drive.google.com\/file\/d\/1X-DhofWE3d3C4aJEIxumwRy15uFrmd_B\/view” button_text=”with Jupyter notebook” button_alignment=”left” _builder_version=”3.22.1″ custom_button=”on” button_text_color=”#ffffff” button_bg_color=”#072c72″ button_border_width=”2px” button_border_color=”#072c72″ button_border_radius=”26″ button_icon=”%%20%%” button_icon_color=”#ffffff” button_on_hover=”off” background_layout=”dark” custom_margin=”10px|||” z_index_tablet=”500″ custom_css_after=”margin-left: 0!important;||” saved_tabs=”all” locked=”off” background_layout__hover_enabled=”on” background_layout__hover=”light” button_bg_color__hover_enabled=”on” button_bg_color__hover=”#ffffff” button_icon_color__hover_enabled=”on” button_icon_color__hover=”#072c72″ button_text_color__hover_enabled=”on” button_text_color__hover=”#072c72″ custom_css_after__hover_enabled=”on” custom_css_after__hover=”margin-left: 0!important;” button_border_color__hover_enabled=”on” button_border_color__hover=”#072c72″]
\n[\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”3.22.1″][et_pb_column type=”1_4″ _builder_version=”3.22.1″][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”3.22.1″][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”3.22.1″][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”3.22.1″][et_pb_row custom_margin=”120px||” _builder_version=”3.22.1″ locked=”off”][et_pb_column type=”4_4″ _builder_version=”3.0.47″][et_pb_divider _builder_version=”3.22.1″][\/et_pb_divider][et_pb_text admin_label=”\u00c0 lire aussi” _builder_version=”3.22.1″ z_index_tablet=”500″]<\/p>\nOther seminars
<\/span><\/h2>\n