{"id":2230,"date":"2019-03-30T21:09:34","date_gmt":"2019-03-30T21:09:34","guid":{"rendered":"http:\/\/web.ist.utl.pt\/rmch\/?page_id=2230"},"modified":"2026-09-01T16:07:58","modified_gmt":"2026-09-01T15:07:58","slug":"projects","status":"publish","type":"page","link":"http:\/\/web.ist.utl.pt\/rmch\/research\/projects","title":{"rendered":"projects"},"content":{"rendered":"<div class=\"projects-container\">\n<p>  <!-- Principal Investigator --><\/p>\n<section class=\"project-category\">\n<h3>Project and Institutional Coordination<\/h3>\n<ul>\n<li><strong>ILU<\/strong> \u2014 Integrative Learning from Urban Data and Situational Context for City Mobility Optimization <span class=\"project-dates\">(2018\u20132022)<\/span>\n<ul>\n<li><em>Funding &amp; partners:<\/em> ~\u20ac300k (FCT &#8211; DSAIPA\/DS\/0111\/2018) | INESC-ID, LNEC, CML, CARRIS, METRO<\/li>\n<li><em>Summary:<\/em> Large-scale high-visibility R&amp;D initiative leveraging AI to optimize urban mobility by integrating multimodal traffic data and situational context<\/li>\n<li><em>Role<\/em>: Principal Investigator (PI)<\/li>\n<li><em>Key Achievements:<\/em> 40+ publications in Q1 journals and top conferences; multiple scientific &amp; EU awards; &gt;90% budget execution<\/li>\n<li><em>Talent Development:<\/em> Supervised 10+ MSc theses, 3 PostDocs, and 3 ongoing PhD candidates<\/li>\n<li><em>Dossier:<\/em> <a href=\"http:\/\/web.ist.utl.pt\/rmch\/fct\/ILUFinalDossier2022.pdf\" target=\"_blank\" rel=\"noopener\">http:\/\/web.ist.utl.pt\/rmch\/fct\/ILUFinalDossier2022.pdf<\/a><br \/>&nbsp;<\/li>\n<\/ul>\n<\/li>\n<li>Institutional Coordination:\n<ul>\n<li><strong>WISDOM<\/strong> \u2014 Water Intelligence System Data (2018\u20132022)<br \/>\n      <em>Funding &amp; Partners:<\/em> ~\u20ac290k (FCT &#8211; DSAIPA\/DS\/0089\/2018) | IPS, INESC-ID, IST-ID (CeMAT), EMAS, CM Barreiro<br \/>\n<em>Outputs:<\/em> 3 scientific publications, 2 deployed software platforms (<a href=\"https:\/\/wisdom.ips.pt\" target=\"_blank\" rel=\"noopener\">wisdom.ips.pt<\/a>)<br \/>\n<em>Supervision:<\/em> 3 completed MSc theses on spatiotemporal modeling, autonomous signal processing, and anomaly detection in water networks<\/li>\n<li><strong>FRAIL<\/strong> \u2014 Intelligent Decision Support for Frailty Assessment in the Elderly Population (2024\u20132026)<br \/>\n      <em>Funding &amp; Partners:<\/em> ~\u20ac80k (FCT &#8211; 2024.07266.IACDC\/2024) | LAQV, INESC-ID, CM Famalic\u00e3o, FADEUP<br \/>&nbsp; <\/li>\n<\/ul>\n<\/li>\n<li>European Horizon (EU) project proposals as INESC-ID institutional coordinator:\n<ul>\n<li>DATAWAYS \u2014 Enhancing Connectivity for Multimodal Transport Systems Efficiency<br \/>\n      <em>Budget and partners<\/em>: \u20ac500k budget at INESC-ID | 20+ partners led by NTT DATA<\/li>\n<li>ATLANTE \u2014 Advanced Multimodal Transport Planning and Optimization (led by Sapienza Universit\u00e0 Roma)<br \/>&nbsp;<\/li>\n<\/ul>\n<\/li>\n<li>Other initatives as PI:\n<ul>\n<li><strong>PIP<\/strong> \u2014 Tracing, Signaling and Solving Inappropriate Patterns of Psychotropic Drug Prescription<br \/>\n      <em>Partners and state<\/em>: INESC-ID, FMUL\/AIDFM, SPMS, SPPSM, Ordem dos Farmac\u00eauticos | active<br \/>\n<em>Ongoing outputs<\/em>: 3 Q1 journal publications, 4 completed MSc theses<\/li>\n<li><strong>COV2Omics<\/strong> \u2014 Padr\u00f5es transcript\u00f3micos da resposta regulat\u00f3ria de c\u00e9lulas pulmonares \u00e0 infec\u00e7\u00e3o pelo SARS-CoV-2 e \u00e0 estimula\u00e7\u00e3o de interfer\u00f5es<br \/>\n<em>Partners and state<\/em>: INESC-ID, IPO-Porto, LASIGE, FCT-UN | archived (FCT COVID-19 Phase II)<br \/>\n<em>Outputs<\/em>: 1 Q1 journal publication, 1 completed MSc thesis<\/li>\n<li><strong>EpiBrain<\/strong> \u2014 Learning Epitranscriptomic Brain Pattern from Peripheral Tissue for Psychopharmacology<br \/>\n<em>State and outputs<\/em>: archived (ERC Starting Proposal) | 3 completed MSc theses\n    <\/li>\n<li><strong>BrainVeils<\/strong>: Advanced Analysis of the Neurodegenerative Language of the Brain using Electroencephalography<br \/>\n<em>Partners and state<\/em>: INESC-ID, IMM, LASIGE, IST-ID | archived<\/li>\n<li><strong>BlueSKY<\/strong>: Intelligent Exploration of the National Air Space for the On-Time Recognition of Ignitions and Fire Fronts<br \/>\n<em>Partners and state<\/em>: INESC-ID, TEKEVER | discontinued<\/li>\n<\/ul>\n<\/ul>\n<\/section>\n<p>  <!-- Horizon Europe Projects --><\/p>\n<section class=\"project-category\">\n<h3>European Horizon Projects<\/h3>\n<ul>\n<li><strong>ADMIRAL<\/strong> \u2014 Advanced Multimodal Marketplace for Low Emission and Energy Transportation<br \/>\n      <em>Call &amp; Consortium:<\/em> HORIZON-CL5-2022-D6-02 (Grant 101104163) | VTT (Lead), LNEC, Port of Sines, MARLO, et al.<br \/>\n      <em>Outputs<\/em>: 5 Q1 publications, co-supervision of 2 co-funded PhDs (concluded) and 2 MSc student on spatio-temporal data integration for sustainable corridors<\/li>\n<li><strong>InnoCyPES<\/strong> \u2014 Innovative Tools for Cyber-Physical Energy Systems<br \/>\n      <em>Call &amp; Consortium:<\/em> H2020-MSCA-ITN-2020 (Grant 956433) | DTU, UU, EDF, TUD, UNILE, NTNU, Imperial College London, AIT, et al.<br \/>\n        <em>Outputs<\/em>: co-supervision of 1 PhD on real-time analytics for high-fidelity synchronized measurements; 3 Q1 publications<\/li>\n<\/ul>\n<\/section>\n<p>  <!-- Work Package & Task Responsibilities --><\/p>\n<section class=\"project-category\">\n<h3>Work Package &amp; Task Responsibilities<\/h3>\n<ul>\n<li><strong>Data2Help<\/strong> \u2014 Data Science for Optimization of Emergency Medical Services<br \/>\n      <em>Funding &amp; Partners<\/em>: ~\u20ac290k (FCT &#8211; DSAIPA\/AI\/0044\/2018) | INESC-ID, IST-ID (CEG-IST), INEM<br \/>\n      <em>Role<\/em>: coordination of the development of the Data2Help recommendation system for emergency services (INEM)<br \/>\n        <em>Outputs<\/em>: successful supervision of 1 PosDoc, 3 MSc theses, and 2 internships; 3 scientific publications<\/li>\n<li><strong>IPOscore<\/strong> \u2014 Predictive Risk Modeling in Surgical Oncology<br \/>\n      <em>Funding &amp; Partners<\/em>: ~\u20ac290k (FCT &#8211; DSAIPA\/DS\/0042\/2018) | IDMEC, IPO Porto<br \/>\n<em>Outputs<\/em>: 5 Q1 journal publications (<em>JMIR<\/em>, <em>IEEE JBHI<\/em>, <em>Cancers<\/em>, <em>BMC Bioinformatics<\/em>, <em>MIDM<\/em>); successful supervision of 3 MSc theses on surgical risk patterns and Hodgkin&#8217;s lymphoma dynamics<\/li>\n<li><strong>Neuroclinomics2<\/strong> \u2014 Unravelling Prognostic Markers in Neurodegenerative Diseases | FCT (PTDC\/EEI-SII\/1937\/2014)<br \/>\n      <em>Outputs<\/em>: 5+ Q1 lead-author publications in <em>Pattern Recognition<\/em>, <em>ACM CSUR<\/em>, <em>BMC Bioinformatics<\/em>, and <em>DAMI<\/em><\/li>\n<li><strong>LAIfeBlood<\/strong> \u2014 Data Science for Blood Management | FCT (DSAIPA\/AI\/0033\/2019)<br \/>\n      <em>Outputs<\/em>: co-supervision of 4 MSc theses establishing deep neural architectures for blood donation demand forecasting; multiple software modules.<\/li>\n<\/ul><\/div>\n<\/section>\n<p>  <!-- Industry Services & R&D Consulting --><\/p>\n<section class=\"project-category\">\n<h3>R&amp;D Consulting &amp; Technology Transfer<\/h3>\n<ul>\n<li><strong>LNEC \u2014 Service Provision Contracts<\/strong><span class=\"project-dates\">(2023\u2013Present)<\/span><br \/>\n      Institutional coordinator and lead expert for R&amp;D service provision contracts in intelligent logistics and urban mobility to LNEC.<\/li>\n<li><strong>GED Ventures \u2014 Technical Advisory<\/strong><span class=\"project-dates\">(2023\u2013Present)<\/span><br \/>\n      Expert opinion and due diligence to support venture capital investments in AI startups.<\/li>\n<\/ul>\n<\/section>\n<p>  <!-- Collaborative Research Member --><\/p>\n<section class=\"project-category\">\n<h3>Collaborative Research Member<\/h3>\n<ul>\n<li><strong>iCare4U<\/strong> (ICU Personalized Medicine) \u2014 Prognostic tools; co-authored 4 Q1 publications<\/li>\n<li><strong>MONET<\/strong> (Multi-Omic Networks in Gliomas) \u2014 Associative multi-omics modeling; supervised 2 MSc students; 2 Q1 publications<\/li>\n<li><strong>MATISSE<\/strong> (ML-Based Shellfish Safety Forecasting) \u2014 Spatiotemporal time-lagged analytics; co-supervised 1 PhD; 2 Q1 publications<\/li>\n<\/ul>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Project and Institutional Coordination ILU \u2014 Integrative Learning from Urban Data and Situational Context for City Mobility Optimization (2018\u20132022) Funding &amp; partners: ~\u20ac300k (FCT &#8211; DSAIPA\/DS\/0111\/2018) | INESC-ID, LNEC, CML, CARRIS, METRO Summary: Large-scale high-visibility R&amp;D initiative leveraging AI to optimize urban mobility by integrating multimodal traffic data and situational context Role: Principal Investigator (PI) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1427,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2230","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/2230","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/comments?post=2230"}],"version-history":[{"count":50,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/2230\/revisions"}],"predecessor-version":[{"id":2793,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/2230\/revisions\/2793"}],"up":[{"embeddable":true,"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/pages\/1427"}],"wp:attachment":[{"href":"http:\/\/web.ist.utl.pt\/rmch\/wp-json\/wp\/v2\/media?parent=2230"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}