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João Pedro Mendes Moreira

Fotografia de João Pedro Carvalho Leal Mendes Moreira
Name: João Pedro Carvalho Leal Mendes Moreira Link to Homepage of João Pedro Carvalho Leal Mendes Moreira
Abbreviation: JPMM
Status: Active
R-000-7D6
Telephone: 946
Voip: 3425
Extension: 2142
Rooms: I023

Duties

Category: Professor Associado
Career: Pessoal Docente de Universidades
Professional Group: Docente
Department: Department of Informatics Engineering

Positions

Position Start Date
Member of the Department Council - Departamento de Engenharia Informática 2022-11-23
Member of the Scientific Committee - Mestrado em Engenharia e Ciência de Dados 2023-05-09
Assistant Director - Mestrado em Engenharia e Ciência de Dados 2023-05-09

Personal Presentation

Researcher at: LIAAD-INESC TEC L.A.

Research interests: Machine Learning

- Main interests:

  • Autonomous smartphone app for Human Activity Recognition

  • Data distillation for time series

  • Ensemble learning

  • Explainability for time series

  • Online outlier detection

  • Read/write Machine learning

  • Spatial/temporal learning

  • Unbalanced datasets
- Other interests:

  • Transportation mode detection

  • Feature Engineering

  • Foundation models for sports

- Main applied areas:

  • Transportation

  • Precision agriculture

  • Human activity recognition

Research

Category: Colaborador
Interface Institute: Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial
Category: Membro Integrado
Research and Development Centre: INESC TEC - INESC Tecnologia e Ciência
Interface Institute: Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência
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