Algoritmi | User | Flora José da Rocha Ferreira
Flora José da Rocha Ferreira
Flora José da Rocha Ferreira
At Algoritmi
Academic Degree
PhD
Current Position
Invited Assistant Professor at Escola Superior de Tecnologia e Gestão de Felgueiras do Instituto Politécnico do Porto
Personal Webpage
Personal Email
fjferreira@dei.uminho.ptOrcid
0000-0003-1558-7230Researcher ID
Ciência ID
Google Scholar
h-index
10Publications
43Editorial
0Citations
352Q1 / Q2
24Publications (70)
Neurological Disease Classification Based on Gait Analysis Through Transformation-Based Multiple Linear Regression Normalization
2025 | book-chapter
Solar Radiation Forecasting: A Study Case in the Colombian Caribbean Region
2025 | book-chapter
A Dynamic Neural Field Approach for Intelligent Cockpits: Online Learning and Prediction of Traveling Routines
IEEE Transactions on Intelligent Transportation Systems
2024 | journal-article
Topological insights into gait for Parkinsonism differentiation
IX Workshop on Computational Data Analysis and Numerical Methods (WCDANM) 2024
2024 | conference-abstract
Exploring the topological properties of Gait time series as a complementary tool in levodopa dose decision in Parkinson's disease
6th Statistics on Health Decision Making: Artificial Intelligence
2024 | conference-abstract
Individual Water Consumption Forecasting: Evaluating SARIMA and TBATS Methods
2024 | conference-paper
Investigating Parkinsonism Gait Dynamics through Topological Data Analysis
XXXI Conference on Classification and Data Analysis (JOCLAD 2024)
2024 | conference-abstract
A Machine Learning Approach for Points of Interest Extraction and Event Classification
IFIP Advances in Information and Communication Technology
2024 | book-chapter
Neurological Disease Classification based on Gait Analysis through Transformation-Based Multiple Linear Regression Normalization
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-paper
Big Data analysis of solar radiation patterns in the Colombian Caribbean region
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Enhancing gait analysis through transformation-based multiple linear regression normalization
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Exploring the Influence of Various Factors on Salaries: A Regression Analysis Approach
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Impact of Variable Transformations on Multiple Regression Models for Enhancing Gait Normalization
2023 | conference-paper
Clustering analysis for household week-daily water consumption profiles characterization
XXX Jornadas de Classificação e Análise de Dados
2023 | conference-abstract
Modeling of hourly water consumption of residential clients in the north of Portugal
XXX Jornadas de Classificação e Análise de Dados
2023 | conference-abstract
Modelo matemático que dota os robôs com a capacidade de aprender sequências temporais
Gazeta de Matemática
2022 | magazine-article
Quantitative gait analysis value as a predictor of shunt surgery effectiveness in normal pressure hydrocephalus: a technical note
Clinical Neurology and Neurosurgery
2022 | journal-article
Predictive features of improvement after shunt surgery in normal pressure hydrocephalus: a gait analysis prospective study
Congresso Sociedade Portuguesa das Doenças do Movimento
2022 | conference-abstract
A Data Recording Mobile Application to Create Datasets of Vehicle Users' Routines
IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2022, Santa Maria da Feira, Portugal, April 29-30, 2022
2022 | conference-paper
A Meta-analysis Approach for Estimating Salary Mean and Its Confidence Interval
Computational Science and Its Applications – ICCSA 2022 Workshops
2022 | book-chapter
Adaptive Timing in a Dynamic Field Architecture for Natural Human-Robot Interactions
SSRN Electronic Journal
2022 | journal-article
Endowing Intelligent Vehicles with the Ability to Learn User’s Habits and Preferences with Machine Learning Methods
Intelligent Data Engineering and Automated Learning – IDEAL 2022
2022 | book-chapter
Individualized monitoring and forecasting of water consumption: A preliminary study
20TH International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2022)
2022 | conference-paper
Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study
2022 | book-chapter
Clustering domestic water consumption profiles: a Portuguese case study
XXVIII Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2021)
2021 | conference-abstract
A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games
Applied Sciences
2021 | journal-article
Discrimination of idiopathic Parkinson’s disease and vascular parkinsonism based on gait time series and the levodopa effect
Journal of Biomechanics
2021 | journal-article
A neural integrator model for planning and value-based decision making of a robotics assistant
NEURAL COMPUTING & APPLICATIONS
2021 | journal-article
Prediction of attitudes towards human-centred cognitive vehicles aware of their users' routines and preferences
2021 | conference-paper
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
2021 | journal-article
Synthetic Datasets of Water Consumptions
2021 | online-resource
Synthetic dataset to study breaks in the consumer's water consumption patterns
ACM International Conference Proceeding Series
2021 | conference-paper
The association between potential risk factors and cerebral white matter lesions in Fabry Disease patients
Journal of Statistics on Health Decision
2021 | conference-abstract
Normalization of gait features using Multiple Regression approach to classify Fabry's Disease
JOCLAD 2020 - XXVII Jornadas de Classificação e Análise de Dados
2020 | conference-abstract
On the packing process in a shoe manufacturer
Journal of the Operational Research Society
2020 | journal-article
Detection analysis of breaks in water consumption patterns: a simulation study
VII Workshop on Computational Data Analysis and Numerical Methods
2020 | conference-abstract
Objective Graphical Clustering of Spatiotemporal Gait Pattern in Patients with Parkinsonism
INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS ICNAAM 2019
2020 | conference-paper
Packing Shoes Efficiently
Impact
2020 | journal-article
Preliminary Screening of Probabilistic Models for Water Flow Measurement
JOCLAD 2020 - XXVI Jornadas de Classificação e Análise de Dados
2020 | conference-abstract
The effect of levodopa medication on stride time variability in patients with parkinsonism
Journal of Statistics on Health Decision
2020 | conference-abstract
Towards collaborative robots as intelligent co-workers in human-robot joint tasks: What to do and who does it?
ISR 2020 - 52th International Symposium on Robotics
2020 | conference-paper
A dynamic neural model for endowing intelligent cars with the ability to learn driver routines: where to go, when to arrive and how long to stay there?
Towards Cognitive Vehicles Workshop IROS 2019
2019 | conference-paper
Feature Extraction using Poincaré Plots for Gait Classification
25th Portuguese Conference on Pattern Recognition (RECPAD 2019)
2019 | conference-abstract
Flow4Link - The flow in the hand
18th International Flow Measurement Conference, FLOMEKO 2019
2019 | conference-paper
Gait classification of patients with Fabry's disease based on normalized gait features obtained using multiple regression models
2019 | conference-paper
Gait stride-to-stride variability and foot clearance pattern analysis in Idiopathic Parkinson's Disease and Vascular Parkinsonism
JOURNAL OF BIOMECHANICS
2019 | journal-article
Identification of gait patterns among patients with parkinsonism based on normalized gait obtained using multiple regression models
STATISTICS ON HEALTH DECISION MAKING: STATE OF THE ART
2019 | conference-abstract
Neural Field Model for Measuring and Reproducing Time Intervals
Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation
2019 | book-chapter
Normalization of foot clearance and spatiotemporal gait data using multiple linear regression models
XVI Journeys of Classification and Data Analysis (JOCLAD2019)
2019 | conference-abstract
Numerical Analysis of the Shape of Bump Solutions in a Neuronal Model of Working Memory
INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM-2018)
2019 | conference-paper
Performance analysis of different kernels on SVM classification using different feature selection methods on Parkinsonian gait
In VI Workshop on Computational Data Analysis and Numerical Methods, (WCDANM)
2019 | conference-abstract
Towards Endowing Collaborative Robots with Fast Learning for Minimizing Tutors’ Demonstrations: What and When to Do?
Robot 2019: Fourth Iberian Robotics Conference
2019 | book-chapter
Análise cinemática da marcha como ferramenta complementar de decisão na doença de Parkinson Vascular
Livro de resumos das XXIV Jornadas de Classificação e Análise de Dados (JOCLAD 2017)
2018 | conference-abstract
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait
PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
2018 | conference-paper
Comparative analysis of independent domains of gait derived from factor analysis in patients with Parkinson’s Disease
XXV Jornadas de Classificação e Análise de Dados (JOCLAD 2018)
2018 | conference-abstract
Foot clearance pattern: a distinctive gait variable in vascular Parkinson's disease
EUROPEAN JOURNAL OF NEUROLOGY
2018 | conference-abstract
Poincaré plot in gait variability analysis
2018 | conference-abstract
Position-based kinematics for 7-DoF serial manipulators with global configuration control, joint limit and singularity avoidance
MECHANISM AND MACHINE THEORY
2018 | journal-article
Patterns of synchrony for feed-forward and auto-regulation feed-forward neural networks
Chaos: An Interdisciplinary Journal of Nonlinear Science
2017 | journal-article
Gait analysis as a complementary tool in the levodopa dose decision in vascular Parkinson's disease
MOVEMENT DISORDERS
2017 | conference-abstract
Towards temporal cognition for robots: A neurodynamics approach
2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2017, Lisbon, Portugal, September 18-21, 2017
2017 | conference-paper
Multi-bump solutions in a neural field model with external inputs
Physica D: Nonlinear Phenomena
2016 | journal-article
Learning joint representations for order and timing of perceptual-motor sequences: A dynamic neural field approach
Proceedings of the International Joint Conference on Neural Networks
2015 | conference-paper
Off-line simulation inspires insight: A neurodynamics approach to efficient robot task learning
Neural Networks
2015 | journal-article
Multi-bump solutions in dynamic neural fields: analysis and applications
2014 | dissertation-thesis
Learning a musical sequence by observation: A robotics implementation of a dynamic neural field model
IEEE ICDL-EPIROB 2014 - 4th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics
2014 | conference-paper
The power of prediction: Robots that read intentions
IEEE International Conference on Intelligent Robots and Systems
2012 | conference-paper
A dynamic field model of ordinal and timing properties of sequential events
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
A competitive dynamic model for decision making in autonomous robots performing cooperative tasks
Unpublished
2009 | other
Análise de um modelo dinâmico competitivo para a tomada de decisões em robôs autónomos
2008 | dissertation-thesis
Fundings (0)
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
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Laboratory | CAR | |||
| 17/01/2023 20:17 | ||||
| Internal Member Type |
Neurological Disease Classification Based on Gait Analysis Through Transformation-Based Multiple Linear Regression Normalization
2025 | book-chapter
Solar Radiation Forecasting: A Study Case in the Colombian Caribbean Region
2025 | book-chapter
A Dynamic Neural Field Approach for Intelligent Cockpits: Online Learning and Prediction of Traveling Routines
IEEE Transactions on Intelligent Transportation Systems
2024 | journal-article
Topological insights into gait for Parkinsonism differentiation
IX Workshop on Computational Data Analysis and Numerical Methods (WCDANM) 2024
2024 | conference-abstract
Exploring the topological properties of Gait time series as a complementary tool in levodopa dose decision in Parkinson's disease
6th Statistics on Health Decision Making: Artificial Intelligence
2024 | conference-abstract
Individual Water Consumption Forecasting: Evaluating SARIMA and TBATS Methods
2024 | conference-paper
Investigating Parkinsonism Gait Dynamics through Topological Data Analysis
XXXI Conference on Classification and Data Analysis (JOCLAD 2024)
2024 | conference-abstract
A Machine Learning Approach for Points of Interest Extraction and Event Classification
IFIP Advances in Information and Communication Technology
2024 | book-chapter
Neurological Disease Classification based on Gait Analysis through Transformation-Based Multiple Linear Regression Normalization
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-paper
Big Data analysis of solar radiation patterns in the Colombian Caribbean region
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Enhancing gait analysis through transformation-based multiple linear regression normalization
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Exploring the Influence of Various Factors on Salaries: A Regression Analysis Approach
XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023)
2023 | conference-abstract
Impact of Variable Transformations on Multiple Regression Models for Enhancing Gait Normalization
2023 | conference-paper
Clustering analysis for household week-daily water consumption profiles characterization
XXX Jornadas de Classificação e Análise de Dados
2023 | conference-abstract
Modeling of hourly water consumption of residential clients in the north of Portugal
XXX Jornadas de Classificação e Análise de Dados
2023 | conference-abstract
Modelo matemático que dota os robôs com a capacidade de aprender sequências temporais
Gazeta de Matemática
2022 | magazine-article
Quantitative gait analysis value as a predictor of shunt surgery effectiveness in normal pressure hydrocephalus: a technical note
Clinical Neurology and Neurosurgery
2022 | journal-article
Predictive features of improvement after shunt surgery in normal pressure hydrocephalus: a gait analysis prospective study
Congresso Sociedade Portuguesa das Doenças do Movimento
2022 | conference-abstract
A Data Recording Mobile Application to Create Datasets of Vehicle Users' Routines
IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2022, Santa Maria da Feira, Portugal, April 29-30, 2022
2022 | conference-paper
A Meta-analysis Approach for Estimating Salary Mean and Its Confidence Interval
Computational Science and Its Applications – ICCSA 2022 Workshops
2022 | book-chapter
Adaptive Timing in a Dynamic Field Architecture for Natural Human-Robot Interactions
SSRN Electronic Journal
2022 | journal-article
Endowing Intelligent Vehicles with the Ability to Learn User’s Habits and Preferences with Machine Learning Methods
Intelligent Data Engineering and Automated Learning – IDEAL 2022
2022 | book-chapter
Individualized monitoring and forecasting of water consumption: A preliminary study
20TH International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2022)
2022 | conference-paper
Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study
2022 | book-chapter
Clustering domestic water consumption profiles: a Portuguese case study
XXVIII Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2021)
2021 | conference-abstract
A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games
Applied Sciences
2021 | journal-article
Discrimination of idiopathic Parkinson’s disease and vascular parkinsonism based on gait time series and the levodopa effect
Journal of Biomechanics
2021 | journal-article
A neural integrator model for planning and value-based decision making of a robotics assistant
NEURAL COMPUTING & APPLICATIONS
2021 | journal-article
Prediction of attitudes towards human-centred cognitive vehicles aware of their users' routines and preferences
2021 | conference-paper
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
2021 | journal-article
Synthetic Datasets of Water Consumptions
2021 | online-resource
Synthetic dataset to study breaks in the consumer's water consumption patterns
ACM International Conference Proceeding Series
2021 | conference-paper
The association between potential risk factors and cerebral white matter lesions in Fabry Disease patients
Journal of Statistics on Health Decision
2021 | conference-abstract
Normalization of gait features using Multiple Regression approach to classify Fabry's Disease
JOCLAD 2020 - XXVII Jornadas de Classificação e Análise de Dados
2020 | conference-abstract
On the packing process in a shoe manufacturer
Journal of the Operational Research Society
2020 | journal-article
Detection analysis of breaks in water consumption patterns: a simulation study
VII Workshop on Computational Data Analysis and Numerical Methods
2020 | conference-abstract
Objective Graphical Clustering of Spatiotemporal Gait Pattern in Patients with Parkinsonism
INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS ICNAAM 2019
2020 | conference-paper
Packing Shoes Efficiently
Impact
2020 | journal-article
Preliminary Screening of Probabilistic Models for Water Flow Measurement
JOCLAD 2020 - XXVI Jornadas de Classificação e Análise de Dados
2020 | conference-abstract
The effect of levodopa medication on stride time variability in patients with parkinsonism
Journal of Statistics on Health Decision
2020 | conference-abstract
Towards collaborative robots as intelligent co-workers in human-robot joint tasks: What to do and who does it?
ISR 2020 - 52th International Symposium on Robotics
2020 | conference-paper
A dynamic neural model for endowing intelligent cars with the ability to learn driver routines: where to go, when to arrive and how long to stay there?
Towards Cognitive Vehicles Workshop IROS 2019
2019 | conference-paper
Feature Extraction using Poincaré Plots for Gait Classification
25th Portuguese Conference on Pattern Recognition (RECPAD 2019)
2019 | conference-abstract
Flow4Link - The flow in the hand
18th International Flow Measurement Conference, FLOMEKO 2019
2019 | conference-paper
Gait classification of patients with Fabry's disease based on normalized gait features obtained using multiple regression models
2019 | conference-paper
Gait stride-to-stride variability and foot clearance pattern analysis in Idiopathic Parkinson's Disease and Vascular Parkinsonism
JOURNAL OF BIOMECHANICS
2019 | journal-article
Identification of gait patterns among patients with parkinsonism based on normalized gait obtained using multiple regression models
STATISTICS ON HEALTH DECISION MAKING: STATE OF THE ART
2019 | conference-abstract
Neural Field Model for Measuring and Reproducing Time Intervals
Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation
2019 | book-chapter
Normalization of foot clearance and spatiotemporal gait data using multiple linear regression models
XVI Journeys of Classification and Data Analysis (JOCLAD2019)
2019 | conference-abstract
Numerical Analysis of the Shape of Bump Solutions in a Neuronal Model of Working Memory
INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM-2018)
2019 | conference-paper
Performance analysis of different kernels on SVM classification using different feature selection methods on Parkinsonian gait
In VI Workshop on Computational Data Analysis and Numerical Methods, (WCDANM)
2019 | conference-abstract
Towards Endowing Collaborative Robots with Fast Learning for Minimizing Tutors’ Demonstrations: What and When to Do?
Robot 2019: Fourth Iberian Robotics Conference
2019 | book-chapter
Análise cinemática da marcha como ferramenta complementar de decisão na doença de Parkinson Vascular
Livro de resumos das XXIV Jornadas de Classificação e Análise de Dados (JOCLAD 2017)
2018 | conference-abstract
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait
PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
2018 | conference-paper
Comparative analysis of independent domains of gait derived from factor analysis in patients with Parkinson’s Disease
XXV Jornadas de Classificação e Análise de Dados (JOCLAD 2018)
2018 | conference-abstract
Foot clearance pattern: a distinctive gait variable in vascular Parkinson's disease
EUROPEAN JOURNAL OF NEUROLOGY
2018 | conference-abstract
Poincaré plot in gait variability analysis
2018 | conference-abstract
Position-based kinematics for 7-DoF serial manipulators with global configuration control, joint limit and singularity avoidance
MECHANISM AND MACHINE THEORY
2018 | journal-article
Patterns of synchrony for feed-forward and auto-regulation feed-forward neural networks
Chaos: An Interdisciplinary Journal of Nonlinear Science
2017 | journal-article
Gait analysis as a complementary tool in the levodopa dose decision in vascular Parkinson's disease
MOVEMENT DISORDERS
2017 | conference-abstract
Towards temporal cognition for robots: A neurodynamics approach
2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2017, Lisbon, Portugal, September 18-21, 2017
2017 | conference-paper
Multi-bump solutions in a neural field model with external inputs
Physica D: Nonlinear Phenomena
2016 | journal-article
Learning joint representations for order and timing of perceptual-motor sequences: A dynamic neural field approach
Proceedings of the International Joint Conference on Neural Networks
2015 | conference-paper
Off-line simulation inspires insight: A neurodynamics approach to efficient robot task learning
Neural Networks
2015 | journal-article
Multi-bump solutions in dynamic neural fields: analysis and applications
2014 | dissertation-thesis
Learning a musical sequence by observation: A robotics implementation of a dynamic neural field model
IEEE ICDL-EPIROB 2014 - 4th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics
2014 | conference-paper
The power of prediction: Robots that read intentions
IEEE International Conference on Intelligent Robots and Systems
2012 | conference-paper
A dynamic field model of ordinal and timing properties of sequential events
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
A competitive dynamic model for decision making in autonomous robots performing cooperative tasks
Unpublished
2009 | other
Análise de um modelo dinâmico competitivo para a tomada de decisões em robôs autónomos
2008 | dissertation-thesis
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 | |
|---|---|---|---|---|
| Laboratory | CAR | |||
| 17/01/2023 20:17 | ||||
| Internal Member Type |
