José Manuel Ferreira Machado

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Associate professor with Habilitation

University of Minho

Portugal

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About

José Manuel Ferreira Machado is an Associate Professor with Habilitation at the University of Minho in Portugal. His research areas include natural language processing with a focus on drug-drug interaction extraction and the use of large language models for medical dataset generation. He also explores machine learning applications in energy consumption classification and is engaged in ethical decision-making frameworks for artificial intelligence. His recent work contributes to advancements in smart cities and quality management systems.

Recent Grants

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NETEDGE-Planemanento da Integração de Redes PON a Redes Móveis 5G e Tecnologias Inovadoras de Processamento de Junto à Borda

Open Date: 2021-12-01

Close Date: 2023-12-31

Grant: Close

Soluções Integradas e Inovadoras para o bem-estar das pessoas nos centros urbanos complexos

Open Date: 2021-01-01

Close Date: 2022-12-31

Grant: Close

Projecto Estratégico - UIDB/CEC/00319/2020

Open Date: 2020-01-01

Close Date:

Grant: Close

Apoio à Decisão Inteligente na otimização de tempos de resposta e de recursos para melhoria da qualidade de serviço

Open Date: 2020-01-01

Close Date:

Grant: Close

Projecto Estratégico - UID/CEC/00319/2019

Open Date: 2019-01-01

Close Date:

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PORTUGAL

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José Manuel Ferreira Machado

Research Interests

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About

Recent Grants

Articles (19)

What We Know About the Role of Large Language Models for Medical Synthetic Dataset Generation

Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Predictive quality model for customer defects

Standardizing Corneal Transplantation Records Using openEHR: Case Study

Intelligent search system for resume and labor law

Behaviour of Machine Learning algorithms in the classification of energy consumption in school buildings

Ethical Decision-Making in Artificial Intelligence: A Logic Programming Approach

Ethical Decision-Making in Artificial Intelligence: A Logic Programming Approach

A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications

An Overview of Omnichannel Interaction in Health Care Services

A Comprehensive Study on Personal and Medical Information to Predict Diabetes

Drug–drug interaction extraction-based system: An natural language processing approach

Drug-drug interaction extraction-based system: An natural language processing approach

Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas

A Comparison of Automated Time Series Forecasting Tools for Smart Cities

A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis

Classification of Dementia in Adults

Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models

Collaborators (12)

Ana Maria A. C. Rocha

Manuel Santos

Luis Mendes Gomes

Alexandre Santos

Pedro Melo-Pinto

Pedro Oliveira

Pedro José Pereira

Paulo Novais

Dalila Duraes

Paulo Sampaio

Antonio Abelha

Francini Hak

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