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Presentation

Artificial Intelligence and Decision Support

At LIAAD, we work on the very strategic area of Data Science, which has an increasing interest worldwide and is critical to all areas of human activity. The huge amounts of collected data (Big Data) and the ubiquity of devices with sensors and/or processing power offer opportunities and challenges to scientists and engineers. Moreover, the demand for complex models for objective decision support is spreading in business, health, science, e-government and e-learning, which encourages us to invest in different approaches to modelling.

Our overall strategy is to take advantage of the data flood and diversification, and to invest in research lines that will help reduce the gap between collected and useful data, while offering diverse modelling solutions.

At LIAAD, our fundamental scientific principals are machine learning, statistics, optimisation and mathematics.

Latest News
Computer Science

INESC TEC part of a project to develop a Smart Process Management System

INESC TEC, through the Centre for Information Systems and Computer Graphics (CSIG) and the Artificial Intelligence and Decision Support Laboratory (LIAAD), participates in the SIGIPro project, in partnership with the Faculty of Sciences of the University of Porto and the company Expandindustria, SA.

01st July 2021

Computer Science

INESC TEC researchers acknowledged for scientific excellence in machine learning and data mining

The European programme IACOBUS granted the "Scientific Publications (Papers)" award to a team of researchers from INESC TEC’s Artificial Intelligence and Decision Support Laboratory (LIAAD), led by João Gama.

23rd June 2021

Computer Science

INESC TEC participates in an initiative for global digital inclusion

INESC TEC, through the Laboratory of Artificial Intelligence and Decision Support (LIAAD), contributes to a project focusing on identifying and classifying people’s opinions and feelings about products and services, included in texts written in different Nigerian languages.  

18th June 2021

Computer Science

INESC TEC helps brands to improve their influence on social media through AI

Measuring, monitoring and improving the presence, social position and influence of companies and individuals on social networks.

26th May 2021

Computer Science

INESC TEC develops system to facilitate risk analysis in banking

Analysing risk in banking systems requires the thorough and detailed assessment of millions of economic and financial indicators on a daily basis, which risk analysts have to perform in order to make decisions in credit operations or wealth management, for instance. 

11th May 2021

Interest Topics
070

Featured Projects

SADCoPQ

Sistema de Apoio à Decisão no Controlo Preditivo da Qualidade na Indústria Metalomecânica da Precisão

2021-2023

AgWearCare

Wearables para Monitorização das Condições de Trabalho no Agroflorestal

2021-2023

XPM

eXplainable Predictive Maintenance

2021-2023

SSPM

Student Success Prediction Model

2021-2021

OnlineAIOps

Online Artificial Intelligence for IT Operations

2021-2023

SIGIPRO

SISTEMA INTELIGENTE DE GESTÃO DE PROCESSOS HABILITADOS ESPACIALMENTE

2021-2023

AI_Sov

AI Sovereignty

2021-2021

City Analyser

City Analyser (n.d. titulo longo)

2020-2022

PORT XXI

PORT XXI – Space Enabled Sustainable Port Services

2020-2021

Training4DS

Formação Avançada em Data Science - Altice Labs

2020-2020

PFAI4.0

Programa de Formação Avançada Industria 4.0

2020-2021

HumanE-AI-Net

HumanE AI Network

2020-2023

MetaFLow

A Meta Learning work-flow for a Low Code Platform

2020-2021

PAIQAFSR

Provision of advisory inputs and quality assurance of the final study report.

2020-2020

TRF4p0

TRANSFORMER4.0: DIGITAL REVOLUTION OF POWER TRANSFORMERS

2020-2023

AIDA

Adaptive, Intelligent and Distributed Assurance Platform

2020-2022

PAFML

Investigação e desenvolvimento para aplicação de Machine Learning a dados de pacientes com Paramiloidose

2020-2023

SLSNA

Prestação de Serviços no ambito do projeto SKORR

2020-2021

MINE4HEALTH

Text mining e clinical decision-making

2020-2021

Text2Story

Text2Story: extracting journalistic narratives from text and representing them in a narrative modeling language

2019-2022

T4CDTKC

Training 4 Cotec, Digital Transformation Knowledge Challenge - Elaboração de Programa de Formação “CONHECER E COMPREENDER O DESAFIO DAS TECNOLOGIAS DE TRANSFORMAÇÃO DIGITAL”

2019-2021

PROMESSA

PROject ManagEment intellingent aSSistAnt

2019-2022

RISKSENS

Market Risk Sensitivities

2019-2020

NDTECH

NDtech 4.0 - Smart and Connected - Estudo e Caderno de Encargos

2019-2019

RAMnet

Risk Assessment for Microfinance

2019-2021

HOUSEVALUE

Estimativa de Valor de Avaliação de Imóveis

2019-2019

Humane_AI

Toward AI Systems That Augment and Empower Humans by Understanding Us, our Society and the World Around Us

2019-2020

MLABA

Machine Learn Based Adaptive Business Assurance

2019-2019

Moveo

Prestação de serviços de investigação e desenvolvimento relativos ao sistema MOVEO

2019-2019

FIN-TECH

A FINancial supervision and TECHnology compliance training programme

2019-2021

FailStopper

Early failure detection of public transport vehicles in operational context

2018-2021

TerraAlva

Terr@Alva

2018-2019

MaLPIS

Aprendizagem Automática para Deteção de Ataques e Identificação de Perfis Segurança na Internet

2018-2022

MDG

Modelling, dynamics and games

2018-2022

NITROLIMIT

Life at the edge: define the boundaries of the nitrogen cycle in the extreme Antarctic environments

2018-2022

RUTE

Randtech Update and Test Environment

2018-2020

SKORR

Advancing the Frontier of Social Media Management Tools

2018-2021

FAST-manufacturing

Flexible And sustainable manufacturing

2018-2022

FLOWTEE

Desenvolvimento de um programa que monitorize automaticamente os níveis de bem-estar (ou felicidade) dos funcionários, a partir de dados disponíveis online

2018-2019

MDIGIREC

Context Recommendation in Digital Marketing

2017-2018

NEXT-NET

Next generation Technologies for networked Europe

2017-2019

RECAP

Research on European Children and Adults born Preterm

2017-2021

SmartFarming

Ferramenta avançada para operacionalização da agricultura de precisão

2016-2018

PANACea

Perfis para Anomalias Consumo

2016-2019

BI4UP2

Business Intelligence (BI) Tool

2016-2017

Dynamics2

Dynamics, optimization and modelling

2016-2019

CORAL-TOOLS

CORAL – Sustainable Ocean Exploitation: Tools and Sensors

2016-2018

MarineEye

MarinEye - A prototype for multitrophic oceanic monitoring

2015-2017

FOUREYES

TEC4Growth - RL FourEyes - Intelligence, Interaction, Immersion and Innovation for media industries

2015-2019

NanoStima-RL5

NanoSTIMA - Advanced Methodologies for Computer-Aided Detection and Diagnosis

2015-2019

iMAN

iMAN - Intelligence for advanced Manufacturing systems

2015-2019

NanoStima-RL3

NanoSTIMA - Health data infrastructure

2015-2019

NanoStima-RL4

NanoSTIMA - Health Data Analysis & Decision

2015-2019

SMILES

SMILES - Smart, Mobile, Intelligent and Large scale Sensing and analytics

2015-2019

FOTOCATGRAF

Graphene-based semiconductor photocatalysis for a safe and sustainable water supply: an advanced technology for emerging pollutants removal

2015-2018

SEA

SEA-Sistema de ensino autoadaptativo

2015-2015

MAESTRA

Learning from Massive, Incompletely annotated, and Structured Data

2014-2017

BI4UP

Business Intelligence (BI) Tool

2014-2014

SIBILA

Towards Smart Interacting Blocks that Improve Learned Advice

2013-2015

SmartManufacturing

Smart Manufacturing and Logistics

2013-2015

SmartGrids

Smart Grids

2013-2015

Dynamics

Dynamics and Applications

2012-2015

e-Policy

Engineering for the Policy-making Life Cycle (ePolicy)

2011-2014

SIMULESP

Expert system to support network operator on real time decision

2011-2015

CRN

Trust-aware Automatic E-Contract Negotiation in Agent-based Adaptive Normative Environments

2010-2013

KDUS

Knowledge Discovery from Ubiquitous Data Streams

2010-2013

Palco3.0

Intelligent Web system to support the management of a social network on music

2008-2011

Argos

Wind power forecasting system

2008-2012

MOREWAQ

Monitoring and Forecasting of Water Quality Parameters

2008-2011

ORANKI

Resource-bounded outlier detection

2008-2011

Team
Supervised Theses

2020

Bioinformatic Tools to Decipher Biological Patterns in the Cytoskeleton of Nervous System Cells

Author
Nuno Manuel Ferreira Corte Real

Institution
UP-FEUP

2020

Extracção de Informação dos Boletins de Saúde Infantil e Juvenil

Author
David Rafael Silva Falcão

Institution
UP-FEUP

2020

Explicação Automática de Conceitos

Author
ANDRÉ FILIPE TEIXEIRA DIAS

Institution
IPP-ISEP

2020

Detecting Abnormal Laboratory Test Results with Machine Learning

Author
Rafael José Palhares Santos

Institution
UP-FCUP

2020

Profile Matcher

Author
JOSÉ NUNO FREITAS CARDOSO

Institution
IPP-ISEP

Facts & Figures

23Academic Staff

2020

19Papers in indexed journals

2020

0R&D Employees

2020