Research Lines  •

Data and Systems Intelligence

Description

The research line on Data and Systems Intelligence (DSI) strives to devise innovative solutions for large‐scale data problems and complex systems. DSI intersects areas of recent high visibility and impact, such as machine learning and data mining, but also the general fields of artificial intelligence. This highly multidisciplinary research line aims at advancing research and knowledge in the recent flagship application and research domain of data science, web science, and network science.

Scientific areas

  • Data science
  • Web science
  • Network science
  • Data mining
  • Machine learning
  • Artificial intelligence

Leader:

Sara C. Madeira
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Alcides Fonseca Integrated Researcher
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Alysson Bessani Integrated Researcher
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Ana Paula Cláudio Integrated Researcher
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André Falcão Integrated Researcher
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André Rodrigues Integrated Researcher
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André Souto Integrated Researcher
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Andreia Mordido Integrated Researcher
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Cátia Pesquita Integrated Researcher
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Daniel Faria Integrated Researcher
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Francisco Couto Integrated Researcher
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Guilherme Ramos Integrated Researcher
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Hélder Coelho Integrated Researcher
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Ibéria Medeiros Integrated Researcher
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João Balsa da Silva Integrated Researcher
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João Guerreiro Integrated Researcher
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José Cecílio Integrated Researcher
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Luís Correia Integrated Researcher
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Márcia Barros Integrated Researcher
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Maria Beatriz do Carmo Integrated Researcher
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Nuno Garcia Integrated Researcher
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Pedro Ferreira Integrated Researcher
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Sara C. Madeira Integrated Researcher
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Sara Silva Integrated Researcher
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Sofia Teixeira Integrated Researcher
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Tiago Guerreiro Integrated Researcher
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Ana Barradas PhD Collaborator
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António Manso PhD Collaborator
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Graça Gaspar PhD Collaborator
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Helena Aidos PhD Collaborator
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Isabel Nunes PhD Collaborator
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João Pedro Neto PhD Collaborator
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Luís Antunes PhD Collaborator
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Luís Cavique PhD Collaborator
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Luís Moniz PhD Collaborator
Luís Morgado PhD Collaborator
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Naercio Magaia PhD Collaborator
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Paulo Pombinho PhD Collaborator
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Paulo Trigo PhD Collaborator
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Paulo Urbano PhD Collaborator
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Pedro Mariano PhD Collaborator
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Andreia Martins Collaborator
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Adriano Mao de Ferro PhD Student
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Breno Sousa PhD Student
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Carolina Meireles PhD Student
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Catarina Gamboa PhD Student
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Claudio Alexandre PhD Student
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Diogo Soares PhD Student
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Eduardo Castanho PhD Student
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Eleonora Auletta PhD Student
Hélder Bastos PhD Student
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Jéssica Catarino PhD Student
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João E. Batista PhD Student
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Joel Zeferino PhD Student
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Marta Silva PhD Student
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Miguel Silva PhD Student
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Nuno Dionísio PhD Student
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Nuno Rodrigues PhD Student
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Paulo Vieira PhD Student
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Pedro Barbosa PhD Student
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Pedro Ruas PhD Student
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Rita Sousa PhD Student
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Ruben Branco PhD Student
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Rui Reis PhD Student
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Samaneh Shafee PhD Student
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Sérgio Bacelar PhD Student
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Susana Nunes PhD Student
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Bárbara Teixeira MSc Student
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Bernardo Gomes MSc Student
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Brian Marques MSc Student
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Carolina Castilho MSc Student
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Carolina Maia MSc Student
Catarina Murteira MSc Student
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Daniel Silvestre MSc Student
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Diogo André Branco MSc Student
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Diogo Tito Marques MSc Student
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Duarte Taranta MSc Student
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Filipa Serrano MSc Student
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Francisco Madruga MSc Student
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Gustavo Abreu MSc Student
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Ivan Andrade MSc Student
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Joana Borda d'Água MSc Student
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Joana Requeijo MSc Student
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Joana Valente MSc Student
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João Castanheira MSc Student
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João Miguel Oliveira MSc Student
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José Domingues MSc Student
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Laura Balbi MSc Student
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Lucas Silva MSc Student
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Manuel Tomás MSc Student
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Maria Inês Bastos MSc Student
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Mário Ferreira MSc Student
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Martim Viana MSc Student
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Miguel Mimoso MSc Student
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Pedro Cotovio MSc Student
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Pedro Domingues MSc Student
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Pedro J. Neves MSc Student
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Pedro Russo MSc Student
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Ricardo Carvalho MSc Student
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Rui Freitas MSc Student
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Sandra Santos MSc Student
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Teresa Bonifácio MSc Student
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Tiago Pereira MSc Student
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Tiago Pires MSc Student
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Tomás Ferreira MSc Student
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Anna Souza Undergraduate Student

ONGOING

Acronym Title Funding Entity Start Date End Date
KATY Knowledge At the Tip of Your fingers: Clinical Knowledge for Humanity EU H2020 01/01/2021 31/12/2024
CIRCLES Controlling mIcRobiomes CircuLations for bEtter food Systems EU H2020 01/11/2018 31/10/2024
THOR Computer Assisted Thoracic Assessment using POCUS FCT 01/03/2021 29/02/2024
AIpALS Advanced LearnIng Models using Patient Profiles and Disease Progression Patterns for Prognostic Prediction in ALS FCT 01/03/2021 29/02/2024
BRAINTEASER BRAINTEASER - BRinging Artificial INTelligencE home for a better cAre of amyotrophic lateral sclerosis and multiple SclERosis EU H2020 01/01/2021 01/01/2024
MarCODE MarCODE MAR2020 01/07/2020 30/06/2023
DL-CADET Deep multimodal Learning for breast CAncer DETection FCT 13/01/2022 12/01/2023
LAIfeBlood Artificial Intelligence for Blood Management FCT 01/01/2020 31/12/2022
OPTOX Development and validation of bio-optical ecotoxicological tests in marine phototrophs FCT 01/10/2018 30/09/2022
INTERPHENO Fostering High Throughput Plant Phenotyping by an Interdisciplinary Approach FCT 15/09/2018 14/09/2022
Train4health Improving Healthcare Students’ Competences for Behaviour Change to Effectively Support Self-Care in Chronic Diseases EU ERASMUS+ 01/09/2019 31/08/2022
BINDER Improving Bio-Inspired Deep Learning for Radiomics FCT 01/10/2018 30/07/2022
GADgET Online Gambling Addiction Detection FCT 10/01/2019 09/07/2022
CAMELOT Autonomic platform for Machine Learning using anonymized data P2020 01/07/2020 01/07/2022
ModEst Modelação do Fluxo de Estudantes no Sistema de Ensino Português FCT 02/01/2019 01/07/2022
iCare4U Decision support system for personalized medicine in ICUs FCT 01/06/2018 31/05/2022
mIDR Usable Intrusion Detection & Response on Personal Mobile Devices FCT 01/06/2018 28/02/2022

PAST

Acronym Title Funding Entity Start Date End Date
PREDICT Personalized therapy for RhEumatic DIseases via machine learning FCT 01/01/2019 31/12/2021
SMiLax Semantic Mining with Linked Data FCT 01/07/2016 31/12/2020
NEUROCLINOMICS2 Unravelling Prognostic Markers in NEUROdegenerative diseases through CLINical and OMICS data integration FCT 01/07/2016 31/03/2020
FAULTLocker FAULT LOCalization and repair toolKit for dEpendable softwaRe FCT 01/09/2018 03/03/2020
PERSEIDS PERSEIDS – PERSONALIZING CANCER THERAPY THROUGH INTEGRATED MODELING FCT 17/06/2016 16/12/2019
DiSIEM Diversity Enhancements for SIEMs EU H2020 01/09/2016 31/08/2019
RESISTIR Sistema de Informação para controlo de infecção inteligente e antibioterapia personalizada P2020 01/04/2016 01/04/2019
Acronym Short Description
ChemRecSys ChemRecSys (Chemical Compounds Recommender System)
AgreementMakerLight An automated and efficient ontology matching system
CESSM An online tool for the automated evaluation of GO-based semantic similarity measures
LASIGE is supported by FCT via projects UIDB/00408/2020 and UIDP/00408/2020

Faculdade de Ciências da Universidade de Lisboa
Departamento de Informática
Edifício C6 Piso 3 - Sala 6.3.30
Campo Grande - 1749 - 016 Lisboa, Portugal

lasige@ciencias.ulisboa.pt

(+351) 217 500 532

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