Algoritmi | User | João Carlos Sampaio Maldonado Costa Mendes

João Carlos Sampaio Maldonado Costa Mendes

João Carlos Sampaio Maldonado Costa Mendes

At Algoritmi

Assistant Researcher with MSc

Member of the SEOR R&D Group

Academic Degree

MSc

Current Position

Assistant Researcher at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

jcsmcmendes@hotmail.com

Orcid

0000-0003-0979-8314

Researcher ID

Ciência ID

EA1F-844D-6BA9

Google Scholar

h-index

4

Publications

24

Editorial

0

Citations

54

Q1 / Q2

0

About Me



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

Smart Agricultural Technology

2025 | journal-article

Deep learning networks for olive cultivar identification: A comprehensive analysis of convolutional neural networks

Smart Agricultural Technology

2024 | journal-article

A YOLO-Based Insect Detection: Potential Use of Small Multirotor Unmanned Aerial Vehicles (UAVs) Monitoring

Communications in Computer and Information Science

2024 | book-chapter

Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario

2024 | book-chapter

An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills

2024 | book-chapter

Deep Learning Networks for Olive Cultivar Identification: A Comprehensive Analysis of Convolutional Neural Networks.

Smart Agricultural Technology

2024 | journal-article

Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach

2024 | book-chapter

Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition

Communications in Computer and Information Science

2024 | book-chapter

Optimization of Machine Learning Models Applied to Robot Localization in the RobotAtFactory 4.0 Competition

2024 | book-chapter

Optimizing Olive Disease Classification Through Hybrid Machine Learning and Deep Learning Techniques

2024 | book-chapter

Route Optimization for Urban Last-Mile Delivery: Truck vs. Drone Performance

2024 | book-chapter

Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment

2024 | book-chapter

Pest Management in Olive Cultivation through Computer Vision: A Comparative Study of Detection Methods for Yellow Sticky Traps

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

Advance reconnaissance of UGV path planning using unmanned aerial vehicle to carry our mission in unknown environment

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

UAV-Assisted Navigation for Insect Traps in Olive Groves

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

A YOLO-based insect detection: Potential use of small multirrotor UAV monitoring

3rd International Conference on Optimization, Learning Algorithms and Applications (OL2A 2023)

2023 | conference-paper

Using Machine Learning Approaches to Localization in an Embedded System on RobotAtFactory 4.0 Competition: A Case Study

2023 | conference-paper

A Machine Learning Approach to Robot Localization Using Fiducial Markers in RobotAtFactory 4.0 Competition

Sensors

2023 | journal-article

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

Sensors

2023 | journal-article

Impact of Organizational Factors on Accident Prediction in the Retail Sector

2023 | book-chapter

A Forest Fire Monitoring System Based on IoT Technology

French German and Portuguese Conference of Optimization

2022 | conference-paper

Artificial Intelligence to Identify Olive-Tree Cultivars

Symposium of Applied Science for Young Researchers - SASYR 2022

2022 | conference-paper

Machine Learning to Identify Olive-Tree Cultivars

2022 | book-chapter

Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices

2022 | book-chapter

Object Detection for Indoor Localization System

2022 | book-chapter

Position Estimator for a Follow Line Robot: Comparison of Least Squares and Machine Learning Approaches

Lecture Notes in Networks and Systems

2022 | book-chapter

Clustering Analysis - a Case Study

19th International Conference of Numerical Analysis and Applied Mathematics

2021 | conference-paper

A SAÚDE MENTAL NA POPULAÇÃO DAS INSTITUIÇÕES ASSOCIADAS DA CNIS

CNIS - Confederação Nacional de Instituições de Solidariedade.

2021 | book

Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol

2021 | book-chapter

Deep Learning method to identify fire ignitions

VII WCDANM

2020 | conference-abstract

Deep Learning method to identify fire ignitions

VII WCDANM

2020 | conference-paper

Deep Learning method in fire prediction

VI Encontro de Jovens Investigadores

2019 | conference-abstract

Deep Learning method in fire prediction

VI Encontro de Jovens Investigadores

2019 | conference-paper

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Init End Change Value
Group SEOR
Internal Member Type

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

Smart Agricultural Technology

2025 | journal-article

Deep learning networks for olive cultivar identification: A comprehensive analysis of convolutional neural networks

Smart Agricultural Technology

2024 | journal-article

A YOLO-Based Insect Detection: Potential Use of Small Multirotor Unmanned Aerial Vehicles (UAVs) Monitoring

Communications in Computer and Information Science

2024 | book-chapter

Adaptive Convolutional Neural Network for Predicting Steering Angle and Acceleration on Autonomous Driving Scenario

2024 | book-chapter

An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills

2024 | book-chapter

Deep Learning Networks for Olive Cultivar Identification: A Comprehensive Analysis of Convolutional Neural Networks.

Smart Agricultural Technology

2024 | journal-article

Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach

2024 | book-chapter

Deep Learning-Based Localization Approach for Autonomous Robots in the RobotAtFactory 4.0 Competition

Communications in Computer and Information Science

2024 | book-chapter

Optimization of Machine Learning Models Applied to Robot Localization in the RobotAtFactory 4.0 Competition

2024 | book-chapter

Optimizing Olive Disease Classification Through Hybrid Machine Learning and Deep Learning Techniques

2024 | book-chapter

Route Optimization for Urban Last-Mile Delivery: Truck vs. Drone Performance

2024 | book-chapter

Using LiDAR Data as Image for AI to Recognize Objects in the Mobile Robot Operational Environment

2024 | book-chapter

Pest Management in Olive Cultivation through Computer Vision: A Comparative Study of Detection Methods for Yellow Sticky Traps

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

Advance reconnaissance of UGV path planning using unmanned aerial vehicle to carry our mission in unknown environment

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

UAV-Assisted Navigation for Insect Traps in Olive Groves

Sixth Iberian Robotics Conference ROBOT 2023

2023 | conference-paper

A YOLO-based insect detection: Potential use of small multirrotor UAV monitoring

3rd International Conference on Optimization, Learning Algorithms and Applications (OL2A 2023)

2023 | conference-paper

Using Machine Learning Approaches to Localization in an Embedded System on RobotAtFactory 4.0 Competition: A Case Study

2023 | conference-paper

A Machine Learning Approach to Robot Localization Using Fiducial Markers in RobotAtFactory 4.0 Competition

Sensors

2023 | journal-article

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

Sensors

2023 | journal-article

Impact of Organizational Factors on Accident Prediction in the Retail Sector

2023 | book-chapter

A Forest Fire Monitoring System Based on IoT Technology

French German and Portuguese Conference of Optimization

2022 | conference-paper

Artificial Intelligence to Identify Olive-Tree Cultivars

Symposium of Applied Science for Young Researchers - SASYR 2022

2022 | conference-paper

Machine Learning to Identify Olive-Tree Cultivars

2022 | book-chapter

Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices

2022 | book-chapter

Object Detection for Indoor Localization System

2022 | book-chapter

Position Estimator for a Follow Line Robot: Comparison of Least Squares and Machine Learning Approaches

Lecture Notes in Networks and Systems

2022 | book-chapter

Clustering Analysis - a Case Study

19th International Conference of Numerical Analysis and Applied Mathematics

2021 | conference-paper

A SAÚDE MENTAL NA POPULAÇÃO DAS INSTITUIÇÕES ASSOCIADAS DA CNIS

CNIS - Confederação Nacional de Instituições de Solidariedade.

2021 | book

Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol

2021 | book-chapter

Deep Learning method to identify fire ignitions

VII WCDANM

2020 | conference-abstract

Deep Learning method to identify fire ignitions

VII WCDANM

2020 | conference-paper

Deep Learning method in fire prediction

VI Encontro de Jovens Investigadores

2019 | conference-abstract

Deep Learning method in fire prediction

VI Encontro de Jovens Investigadores

2019 | conference-paper

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

No title available

No journal available

No publication date available

Start End Term Value
Group SEOR
Internal Member Type
This user account status is Approved