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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 Souto Integrated Researcher
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André Rodrigues Integrated Researcher
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Andreia Mordido Integrated Researcher
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Andreia Sofia Teixeira Integrated Researcher
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Cátia Pesquita Integrated Researcher
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Diogo Soares Integrated Researcher
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Francisco M. Couto Integrated Researcher
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Hélder Coelho Integrated Researcher
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Helena Aidos Integrated Researcher
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Ibéria Medeiros Integrated Researcher
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João Guerreiro Integrated Researcher
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João Balsa da Silva Integrated Researcher
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João Bimbo Integrated Researcher
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João Pedro Carvalho Integrated Researcher
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José Cecílio Integrated Researcher
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Luís Cavique 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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Mattia Petrolo 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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Soraia Meneses Alarcão Integrated Researcher
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Tiago Guerreiro Integrated Researcher
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Vânia Mendonça Integrated Researcher
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Claudio Alexandre PhD Collaborator
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Graça Gaspar PhD Collaborator
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Isabel Nunes PhD Collaborator
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João Pedro Neto PhD Collaborator
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Leonardo Trujillo PhD Collaborator
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Luís Moniz PhD Collaborator
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Luís Morgado PhD Collaborator
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Luís Antunes PhD Collaborator
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Paulo Pombinho PhD Collaborator
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Paulo Urbano PhD Collaborator
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Rita Sousa PhD Collaborator
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Andreia Martins Collaborator
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Beatriz Saragoça Collaborator
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Francisca Ayres Ribeiro Collaborator
Iordanis Antypas Collaborator
Mariana Mora Collaborator
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Beatriz Mano PhD Student
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Beatriz Lopo Ferreira PhD Student
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Breno Sousa PhD Student
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Catarina Gamboa PhD Student
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David Makiya PhD Student
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Davide Nunes PhD Student
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Duarte Saraiva PhD Student
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Eduardo Castanho PhD Student
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Eleonora Auletta PhD Student
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Hélder Bastos PhD Student
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Hugo Figueiras PhD Student
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Jéssica Catarino PhD Student
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João Pedro Mendes PhD Student
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Joel Zeferino PhD Student
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José Domingues PhD Student
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Laura Balbi PhD Student
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Lisana Daniel PhD Student
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Marta Silva PhD Student
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Miguel G. Silva PhD Student
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Nessrine Farhat PhD Student
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Nuno Dionísio PhD Student
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Pedro Cotovio PhD Student
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Ricardo Carvalho 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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Thomas Eisermann PhD Student
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Vasco Branco PhD Student
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Ana Domingos MSc Student
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André Esteves MSc Student
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André Dias MSc Student
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André Barroso MSc Student
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António Saraiva MSc Student
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António Caldeira MSc Student
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Ariana Dias MSc Student
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Cláudia Afonso MSc Student
Daniele Ganci MSc Student
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David Filipe Silva MSc Student
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Eduardo Carneiro MSc Student
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Filipe G. Santos MSc Student
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Filipe M. Santos MSc Student
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Francisco Vicente MSc Student
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Gonçalo Lobo MSc Student
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Guilherme Cepeda MSc Student
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Guilherme Ribeiro MSc Student
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Henrique Barata MSc Student
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Henrique Fanica MSc Student
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Hugo Vieira MSc Student
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Inês Marcelino MSc Student
Irene Di Silvestro MSc Student
Jens Jensvoll MSc Student
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Joana Morgado MSc Student
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João Brázia MSc Student
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João Lobato MSc Student
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João Miguel Oliveira MSc Student
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João Pedro Silva MSc Student
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Joel Oliveira MSc Student
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José Siopa MSc Student
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Judite Ramos MSc Student
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Juliana Alves MSc Student
Leonardo Bizzaro MSc Student
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Madalena Gil MSc Student
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Maria Leonor Miranda MSc Student
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Marta Correia MSc Student
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Martim Silva MSc Student
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Miguel Rios MSc Student
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Nihan Ahat MSc Student
Rafael Nisa MSc Student
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Renato Ramires MSc Student
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Ricardo Mateus MSc Student
Rodrigo Oliveira MSc Student
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Rute Patuleia MSc Student
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Tiago Assis MSc Student
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Tiago Mota MSc Student
Tiago S. Rodrigues MSc Student
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Tiago Pires MSc Student
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Tomás Fonseca MSc Student
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Vasco Maria MSc Student
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Yuri Chiado MSc Student
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Filipe Dávila Fernandes Undergraduate Student

ONGOING

Acronym Title Funding Entity Start Date End Date
HARIA Human-Robot Sensorimotor Augmentation HORIZON Europe 22/04/2024 30/09/2026
VAPrevention Randomised controlled trial and economic evaluation of a person-centred digital intervention to prevent diabetes in high-risk adults FCT 09/03/2023 08/03/2026
HfPT Health from Portugal IAPMEI / PRR- Portuguese Resilience and Recovery Plan 01/02/2023 31/12/2025
BRAINTEASER BRinging Artificial INTelligencE home for a better cAre of amyotrophic lateral sclerosis and multiple SclERosis EU H2020 01/01/2021 30/06/2025
KATY Knowledge At the Tip of Your fingers: Clinical Knowledge for Humanity EU H2020 01/01/2021 30/06/2025

PAST

Acronym Title Funding Entity Start Date End Date
FIND-PrEP Finding the optimal distribution of pre-exposure prophylaxis of HIV among sex workers, a computational modeling approach Portugal-France Bilateral Co-operation 2022Programa Pessoa 15/02/2023 14/04/2025
AIpALS Advanced LearnIng Models using Patient Profiles and Disease Progression Patterns for Prognostic Prediction in ALS FCT 01/03/2021 28/02/2025
PAIR-LUNG Patient-derived lung cancer organoids for recreating tumor spread through AIR spaces phenomenon FCT 01/01/2023 31/12/2024
CIRCLES Controlling mIcRobiomes CircuLations for bEtter food Systems EU H2020 01/11/2018 31/10/2024
Ghost Dance A methodology for the analysis of dance movement in interaction with virtual reality FCT 01/05/2022 30/04/2024
THOR Computer Assisted Thoracic Assessment using POCUS FCT 01/03/2021 29/02/2024
LAIfeBlood Artificial Intelligence for Blood Management FCT 01/01/2020 31/12/2023
DL-CADET Deep multimodal Learning for breast CAncer DETection FCT 01/01/2022 30/12/2023
MarCODE Development and Application of Biochemical Tools for Seafood Products Traceability MAR2020Other 01/07/2020 30/06/2023
CAMELOT Autonomic platform for Machine Learning using anonymized data P2020 01/07/2020 01/01/2023
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
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
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
Talk @ LASIGE: Lorenzo Jamone

Talk @ LASIGE: Lorenzo Jamone

12/06/2025
Reading Club in HBI and DSI #25

Reading Club in HBI and DSI #25

24/04/2025
Reading Club in HBI and DSI #24

Reading Club in HBI and DSI #24

10/04/2025
LASIGE TALKS: Eduardo Castanho and David Gonçalves

LASIGE TALKS: Eduardo Castanho and David Gonçalves

02/04/2025
Reading Club in HBI and DSI #23

Reading Club in HBI and DSI #23

27/03/2025
Talks @ DI | João Carvalho

Talks @ DI | João Carvalho

26/03/2025
Reading Club in HBI and DSI #22

Reading Club in HBI and DSI #22

06/03/2025
Reading Club in HBI and DSI #21

Reading Club in HBI and DSI #21

20/02/2025
LASIGE TALKS: Diogo F. Soares and Hugo Simão

LASIGE TALKS: Diogo F. Soares and Hugo Simão

12/02/2025
Reading Club in HBI and DSI #20

Reading Club in HBI and DSI #20

06/02/2025
Data Science Seminars: Leon Ingelse

Data Science Seminars: Leon Ingelse

24/01/2025
Reading Club in HBI and DSI #19

Reading Club in HBI and DSI #19

16/01/2025
LASIGE TALKS: Sérgio Alves & Samaneh Shafee

LASIGE TALKS: Sérgio Alves & Samaneh Shafee

15/01/2025
Data Science Seminars: Ana Filipa Rodrigues

Data Science Seminars: Ana Filipa Rodrigues

06/12/2024
RSS meetup: Cláudia Mamede

RSS meetup: Cláudia Mamede

04/12/2024
Data Science Seminars: João Mendes

Data Science Seminars: João Mendes

29/11/2024
Data Science Seminars: Nuno Neves

Data Science Seminars: Nuno Neves

22/11/2024
Reading Club in HBI and DSI #18

Reading Club in HBI and DSI #18

21/11/2024
Reading Club in HBI and DSI #17

Reading Club in HBI and DSI #17

14/11/2024
LxViL – Vision and Learning Group Meeting #1

LxViL – Vision and Learning Group Meeting #1

12/11/2024
Talks @ LASIGE: Xiaojie Zhu

Talks @ LASIGE: Xiaojie Zhu

16/10/2024
Reading Club in HBI and DSI #16

Reading Club in HBI and DSI #16

15/10/2024
Reading Club in HBI and DSI #15

Reading Club in HBI and DSI #15

08/10/2024
DSI Meetup: Nessrine Farhat

DSI Meetup: Nessrine Farhat

03/10/2024
Reading Club in HBI and DSI #14

Reading Club in HBI and DSI #14

18/07/2024
Reading Club in HBI and DSI #13

Reading Club in HBI and DSI #13

20/06/2024
Reading Club in HBI and DSI #12

Reading Club in HBI and DSI #12

06/06/2024
DSI meetup: Miguel A. González Casado

DSI meetup: Miguel A. González Casado

14/03/2024
Data Science Seminars: João Bimbo

Data Science Seminars: João Bimbo

10/11/2023
Reading Club in HBI and DSI #8

Reading Club in HBI and DSI #8

04/10/2023
Reading Club in HBI and DSI #7

Reading Club in HBI and DSI #7

20/07/2023
Reading Club in HBI and DSI #6

Reading Club in HBI and DSI #6

06/07/2023
DSI Meetup: Eugenio Valdano

DSI Meetup: Eugenio Valdano

19/04/2023
Reading Club in HBI and DSI #5

Reading Club in HBI and DSI #5

13/04/2023
Reading Club in HBI and DSI #4

Reading Club in HBI and DSI #4

30/03/2023
Reading Club in HBI and DSI #3

Reading Club in HBI and DSI #3

16/02/2023
Reading Club in HBI and DSI #2

Reading Club in HBI and DSI #2

02/02/2023
Reading Club in HBI and DSI #1

Reading Club in HBI and DSI #1

19/01/2023
Data Science Seminars: Sara Silva

Data Science Seminars: Sara Silva

09/12/2022
Data Science Seminars: #1 Nuno Garcia

Data Science Seminars: #1 Nuno Garcia

21/10/2022
DSI Meetup (November 2018)

DSI Meetup (November 2018)

29/11/2018
fct logo
LASIGE is supported by FCT via projects UIDB/00408/2020
(DOI: 10.54499/UIDB/00408/2020), UIDP/00408/2020
(DOI: 10.54499/UIDP/00408/2020), and ref. UID/00408/2025

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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