Ana I. Pereira

Orcid: 0000-0003-3803-2043

According to our database1, Ana I. Pereira authored at least 103 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
A multi-objective clustering approach based on different clustering measures combinations.
Comput. Appl. Math., February, 2025

2024
Hybrid approaches to optimization and machine learning methods: a systematic literature review.
Mach. Learn., July, 2024

On conceptualisation and an overview of learning path recommender systems in e-learning.
CoRR, 2024

Kabsch Marker Estimation Algorithm - A Multi-Robot Marker-Based Localization Algorithm Within the Industry 4.0 Context.
IEEE Access, 2024

Unveiling Key Parameters: Time Windows and Travel Times in Capacitated Waste Collection.
Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024

A Multi-centrality Heuristic for the Bandwidth Reduction Problem.
Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

2023
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System.
Sensors, February, 2023

Capacitated Waste Collection Problem Solution Using an Open-Source Tool.
Comput., January, 2023

Hybrid optimisation and machine learning models for wind and solar data prediction.
Int. J. Hybrid Intell. Syst., 2023

Pest Management in Olive Cultivation Through Computer Vision: A Comparative Study of Detection Methods for Yellow Sticky Traps.
Proceedings of the Robot 2023: Sixth Iberian Robotics Conference, 2023

Development of a Low-Cost 3D Mapping Technology with 2D LIDAR for Path Planning Based on the A<sup>*</sup> Algorithm.
Proceedings of the Robot 2023: Sixth Iberian Robotics Conference, 2023

UAV-Assisted Navigation for Insect Traps in Olive Groves.
Proceedings of the Robot 2023: Sixth Iberian Robotics Conference, 2023

Time-Dependency of Guided Local Search to Solve the Capacitated Vehicle Routing Problem with Time Windows.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Exploring Features to Classify Occupational Accidents in the Retail Sector.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimization Methods.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Deep Learning-Based Classification and Quantification of Emulsion Droplets: A YOLOv7 Approach.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

An Artificial Intelligence-Based Method to Identify the Stage of Maturation in Olive Oil Mills.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Automatic Fall Detection with Thermal Camera.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Enhancing Forest Fire Detection and Monitoring Through Satellite Image Recognition: A Comparative Analysis of Classification Algorithms Using Sentinel-2 Data.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector - A Case Study.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

A YOLO-Based Insect Detection: Potential Use of Small Multirotor Unmanned Aerial Vehicles (UAVs) Monitoring.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Multi-objective Optimal Sizing of an AC/DC Grid Connected Microgrid System.
Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Execution Time Experiments to Solve Capacitated Vehicle Routing Problem.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

Impact of Organizational Factors on Accident Prediction in the Retail Sector.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

A Hybrid Genetic Algorithm for Optimal Active Power Curtailment Considering Renewable Energy Generation.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

FLOOR - Forklift Laser OmnidirectiOnal Robot.
Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2023

Data Fusion Using Ultra Wideband Time-of-Flight Positioning for Mobile Robot Applications.
Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2023

Hybrid Approaches to Optimization and Machine Learning Methods.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices.
Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023

Design and Development of an Omnidirectional Mecanum Platform for the RobotAtFactory 4.0 Competition.
Proceedings of the Synergetic Cooperation Between Robots and Humans - Proceedings of the CLAWAR 2023 Conference, 2023

2022
A robot localization proposal for the RobotAtFactory 4.0: A novel robotics competition within the Industry 4.0 concept.
Frontiers Robotics AI, 2022

Mathematics learning and assessment using MathE platform: A case study.
Educ. Inf. Technol., 2022

Sensorial Testbed for High-Voltage Tower Inspection with UAVs.
Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

Node Assembly for Waste Level Measurement: Embrace the Smart City.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Machine Learning to Identify Olive-Tree Cultivars.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Smart Systems for Monitoring Buildings - An IoT Application.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Map Coverage of LoRaWAN Signal's Employing GPS from Mobile Devices.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Object Detection for Indoor Localization System.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Volume Estimation of an Indoor Space with LiDAR Scanner.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Sensor Architecture Model for Unmanned Aerial Vehicles Dedicated to Electrical Tower Inspections.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Data Analysis Techniques Applied to the MathE Database.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecasting.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

A Hybrid Approach to Operational Planning in Home Health Care.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Dynamic Urban Solid Waste Management System for Smart Cities.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Optimal Energy Management of Microgrid Using Multi-objective Optimisation Approach.
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

Multi-Path Routing Algorithm for Inclusive Mobility in an Urban Environment.
Proceedings of the IEEE International Smart Cities Conference, 2022

External Climate Data Extraction Using the Forward Feature Selection Method in the Context of Occupational Safety.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Solving a Capacitated Waste Collection Problem Using an Open-Source Tool.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Analyzing the MathE Platform Through Clustering Algorithms.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

RobotAtFactory 4.0: a ROS framework for the SimTwo simulator.
Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2022

Fault Identification in Wind Turbines: A Data-Centric Machine Learning Approach.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

Position Estimator for a Follow Line Robot: Comparison of Least Squares and Machine Learning Approaches.
Proceedings of the Robotics in Natural Settings, 2022

2021
Multi-agent System Specification for Distributed Scheduling in Home Health Care.
Proceedings of the Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 2021

Innovative Robot Design for Cleaning Solar Panels.
Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, 2021

A Short Term Wind Speed Forecasting Model Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Models.
Proceedings of the Sustainable Energy for Smart Cities, 2021

Occupational Behaviour Study in the Retail Sector.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Data Analysis of Workplace Accidents - A Case Study.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Dynamic Response Surface Method Combined with Genetic Algorithm to Optimize Extraction Process Problem.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Smart River Platform - River Quality Monitoring and Environmental Awareness.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Searching the Optimal Parameters of a 3D Scanner Through Particle Swarm Optimization.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Collaborative Learning Platform Using Learning Optimized Algorithms.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Cluster Analysis for Breast Cancer Patterns Identification.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Optimal Sizing of a Hybrid Energy System Based on Renewable Energy Using Evolutionary Optimization Algorithms.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Optimized Routing for People with Permanent or Temporary Mobility Disability: a Case Study in Viana do Castelo.
Proceedings of the IEEE International Smart Cities Conference, 2021

Multi-agent System Architecture for Distributed Home Health Care Information Systems.
Proceedings of the Technological Innovation for Applied AI Systems, 2021

Trends Identification in Medical Care.
Proceedings of the 10th International Conference on Operations Research and Enterprise Systems, 2021

Low-cost 3D LIDAR-based scanning system for small objects.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

Implementation of Robust Multi-objective Optimization in the Build Orientation Problem.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Solving a Logistics System for Vehicle Routing Problem Using an Open-Source Tool.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Production Scheduling Using Multi-objective Optimization and Cluster Approaches.
Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2021

Three-dimensional scanning system based on a low-cost infrared sensor.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020
Honeycomb Map: A Bioinspired Topological Map for Indoor Search and Rescue Unmanned Aerial Vehicles.
Sensors, 2020

Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology.
Proceedings of the Science and Technologies for Smart Cities, 2020

Optimal Sensors Positioning to Detect Forest Fire Ignitions.
Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

An Improvement of Genetic Algorithm based on Dynamic Operators Rates Controlled by the Population Performance.
Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

Automatic Nurse Allocation based on a Population Algorithm for Home Health Care.
Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

On Temperature Variation of the Diabetic Foot.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

A Micromouse Scanning and Planning Algorithm based on Modified Floodfill Methodology with Optimization.
Proceedings of the 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, 2020

2019
Indoor Environment Monitoring in Search of Gas Leakage by Mobile Robot.
Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

Distributed Scheduling Based on Multi-agent Systems and Optimization Methods.
Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019

A Multi-objective Approach to the Optimization of Home Care Visits Scheduling.
Proceedings of the 8th International Conference on Operations Research and Enterprise Systems, 2019

Periodic Vehicle Routing Problem in a Health Unit.
Proceedings of the 8th International Conference on Operations Research and Enterprise Systems, 2019

A Multi-objective Approach to Solve the Build Orientation Problem in Additive Manufacturing.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018
Cell-free layer measurements of in vitro blood flow in a microfluidic network: an automatic and manual approach.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

Scheduling of Home Health Care Services Based on Multi-agent Systems.
Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Build Orientation Optimization Problem in Additive Manufacturing.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Hybrid System for Simultaneous Job Shop Scheduling and Layout Optimization Based on Multi-agents and Genetic Algorithm.
Proceedings of the Hybrid Intelligent Systems, 2018

Path Planning Optimization Method Based on Genetic Algorithm for Mapping Toxic Environment.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Optimization of Home Care Visits Schedule by Genetic Algorithm.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017
Optimal Schedule of Home Care Visits for a Health Care Center.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016
Cell-free layer analysis in a polydimethysiloxane microchannel: a global approach.
Int. J. Medical Eng. Informatics, 2016

2015
Cortical bone thickness and bone mass density in L2 vertebra, a comparison study with L3 and L4 measurements.
Int. J. Medical Eng. Informatics, 2015

Solving Constrained Multilocal Optimization Problems with Parallel Stretched Simulated Annealing.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

An Optimization Approach for the Inverse Kinematics of a Highly Redundant Robot.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

2014
Solving Multilocal Optimization Problems with a Recursive Parallel Search of the Feasible Region.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013
Multilocal Programming and Applications.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

The measuring of the cortical bone thickness in L4 vertebra and comparison with bone mass density.
Int. J. Medical Eng. Informatics, 2013

2012
Bone fragility in postmenopausal women: a preliminary study.
Int. J. Medical Eng. Informatics, 2012

2011
Branch-and-Bound Reduction Type Method for Semi-Infinite Programming.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011


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