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Ana I. Pereira

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Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

Portugal

Research Interests

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Recent Grants

Grant: Open

Machine Learning Supervised Synthesis of 3D-Printed Carbon Materials

Open Date: 2026-02-01

Close Date: 2027-07-31

Grant: Open

Olive Grove to Fork 4.0

Open Date: 2025-03-03

Close Date: 2028-03-02

Grant: Open

Smart Produce

Open Date: 2025-01-01

Close Date: 2027-12-01

Grant: Open

Ted-SOEP

Open Date: 2024-01-01

Close Date: 2026-12-01

Grant: Close

STEP - STEM and Equality, Diversity and Inclusion: an Open Dialogue for Research Enhancement in Portugal

Open Date: 2023-01-01

Close Date: 2025-12-31

Articles (35)

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Collaborators (28)

Ana Maria A. C. Rocha

Associate Professor

University of Minho

PORTUGAL

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Maria Leonilde Rocha Varela

Associate Professor (with Habilitation)

University of Minho

PORTUGAL

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Raphael Duarte Britto

Researcher

Polytechnic Institute of Bragança

PORTUGAL

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Joana Amaral

Professor Dr. at Instituto Politécnico de Bragança

Polytechnic Institute of Bragança

PORTUGAL

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Helder Teixeira Gomes

PORTUGAL

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João Paulo Miranda de Castro

Instituto Politécnico de Leiria

PORTUGAL

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Clara Bento Vaz

Coordinator Professor

Instituto Politécnico de Leiria

PORTUGAL

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Maria F. Pacheco

Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

PORTUGAL

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Filipe Alves

Invited Professor

University of Minho

PORTUGAL

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Maria Olga Amorim Sá Ferreira

Professora Coordenadora

Instituto Politécnico de Leiria

PORTUGAL

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Marcio Carocho

Researcher

Polytechnic Institute of Bragança

PORTUGAL

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João Afonso Braun Neto

Auxiliary Researcher (Tenure track)

Polytechnic Institute of Bragança

PORTUGAL

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Paulo Leitão

Professor Coordenador

Instituto Politécnico de Leiria

PORTUGAL

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Paulo Costa

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Adrián Silva

Associate Professor / Researcher

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Marina Castro

Prof. Coordenador

Instituto Politécnico de Leiria

PORTUGAL

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Paolo Mercorelli

Distinguished Full Professor

Leuphana University of Lüneburg

GERMANY

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Vítor H. Pinto

Professor Auxiliar

University of Porto

PORTUGAL

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José Lima

Professor Coordenador

Polytechnic Institute of Bragança

PORTUGAL

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Ana Júlia Briganti Bezerra

Researcher

Polytechnic Institute of Bragança

PORTUGAL

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Florbela P. Fernandes

Professora coordenadora

Instituto Politécnico de Leiria

PORTUGAL

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Beatriz Flamia Azevedo

Researcher

Polytechnic Institute of Bragança

PORTUGAL

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Manuela Pintado

Head of CBQF

Universidade Católica Portuguesa

PORTUGAL

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Lino Costa

Associate Professor

University of Minho

PORTUGAL

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José Rufino

Coordinator Professor

Polytechnic Institute of Bragança

PORTUGAL

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António Valente

Associate Professor with Habilitation

Universidade de Trás-os-Montes e Alto Douro

PORTUGAL

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Thadeu Brito

Researcher

Polytechnic Institute of Bragança

PORTUGAL

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Santiago Torres

Profesor Contratado Doctor

Universidad de la Laguna

SPAIN

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Ana I. Pereira

Research Interests

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Recent Grants

Articles (35)

Convolutional Autoencoder Compression for LoRa Visual Transmission on Embedded Systems

Development of an Automated UAV Battery Swapping System

Lightweight Personnel Detection for Embedded Robotic Systems

A Comparative NLP Study of Semantic and Thematic Changes in AI Research Pre - and Post-generative AI

In Vitro Evaluation of Agro-Industrial By-Product Extracts Against Pseudomonas savastanoi and Fruit Bioassay Evaluation of Their Protective Effect Against Colletotrichum fioriniae

Performance Benchmarking of OR-Tools Methods for Capacitated Vehicle Routing Problems with Time Windows

A Deep Learning Approach for Average Height Estimation in Oak Colony Using RGB Images

Automated Preprocessing of Olive Leaf Images for Cultivar Classification Using YOLO11

Macroeconomics’ Forecasting Using Machine Learning Approaches by Policy Makers: A Case Study Analysis

Multi-objective Clustering Algorithm Applied to the MathE Categorization Problem

Influence of Habits and Comorbidities on Liver Disease

Interconnection Between Lifestyle, Health, and Academic Outcomes: An Analysis on Study Habits and Well-Being

Liver Disease Detection with Combined Machine Learning Algorithms and Voting Classifiers

Fresh Dairy Quality in the Era of Smart Food Systems: Deterioration Pathways, Analytical Technologies, and Predictive Modeling

IoT-Driven Waste Management: Leveraging Machine Learning for Efficient Waste Level Measurement

AI-Powered Tutoring for Personalized Learning

A Split and Merge Strategy for Multi-objective Clustering Algorithms

Impact of hyper-parameter tuning on CNN accuracy in agricultural image classification

Performance Comparison between Position Controllers for a Robotic Arm Manipulator

Optimization of heat and ultrasound-assisted extraction of Eucalyptus globulus leaves reveals strong antioxidant and antimicrobial properties

Hybrid approaches to optimization and machine learning methods: a systematic literature review

Dataset of mathematics learning and assessment of higher education students using the MathE platform

Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System

Hybrid optimisation and machine learning models for wind and solar data prediction

Adaptive Path Planning for Fusing Rapidly Exploring Random Trees and Deep Reinforcement Learning in an Agriculture Dynamic Environment UAVs

Cooperative Heterogeneous Robots for Autonomous Insects Trap Monitoring System in a Precision Agriculture Scenario

Capacitated Waste Collection Problem Solution Using an Open-Source Tool

Application of machine learning in dementia diagnosis: A systematic literature review

A comprehensive data analysis of e-bike mobility and greenhouse gas emissions in a higher education community: IPBike study of case

Bio-inspired multi-objective algorithms applied on production scheduling problems

Mathematics learning and assessment using MathE platform: A case study

The Sustainable Home Health Care Process Based on Multi-Criteria Decision-Support

Label-free multi-step microfluidic device for mechanical characterization of blood cells: Diabetes type II

Micromouse 3D simulator with dynamics capability: a Unity environment approach

Optimum sensors allocation for a forest fires monitoring system

Collaborators (28)

Ana Maria A. C. Rocha

Maria Leonilde Rocha Varela

Raphael Duarte Britto

Joana Amaral

Helder Teixeira Gomes

João Paulo Miranda de Castro

Clara Bento Vaz

Maria F. Pacheco

Filipe Alves

Maria Olga Amorim Sá Ferreira

Marcio Carocho

João Afonso Braun Neto

Paulo Leitão

Paulo Costa

Adrián Silva

Marina Castro

Paolo Mercorelli

Vítor H. Pinto

José Lima

Ana Júlia Briganti Bezerra

Florbela P. Fernandes

Beatriz Flamia Azevedo

Manuela Pintado

Lino Costa

José Rufino

António Valente

Thadeu Brito

Santiago Torres

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