Algoritmi | User | Flora José da Rocha Ferreira
Flora José da Rocha Ferreira
Flora José da Rocha Ferreira
At LASI
Other with PhD
Member of the CALG R&D Unit
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
FCT Public Key
J043694LsmgL
Ciência ID
Google Scholar
Publications (64)
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
Adaptive timing in a dynamic field architecture for natural human–robot interactions
Cognitive Systems Research
2023 | journal-article
Modelo matemático que dota os robôs com a capacidade de aprender sequências temporais
Gazeta de Matemática
2022 | magazine-article
Individualized monitoring and forecasting of water consumption: a preliminary study
20TH International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2022)
2022 | conference-paper
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
A Data Recording Mobile Application to Create Datasets of Vehicle Users Routines
22nd IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC2022)
2022 | conference-paper
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 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
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 Parkinsons 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
Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics
Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part IV
2021 | conference-paper
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 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
Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IV
2021 | conference-paper
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
A Deep Learning Approach for Intelligent Cockpits: Learning Drivers Routines
Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II
2020 | conference-paper
Detection analysis of breaks in water consumption patterns: a simulation study
VII Workshop on Computational Data Analysis and Numerical Methods
2020 | conference-abstract
Gait Characteristics and Their Discriminative Ability in Patients with Fabry Disease with and Without White-Matter Lesions
Computational Science and Its Applications - ICCSA 2020 - 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part III
2020 | conference-paper
Global Implications of Human Tendencies Towards Automated Driving and Human Driver Availability in Autonomous Vehicles
2020 | book-chapter
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 HumanRobot Joint Tasks: what to do and who does it?
52nd International Symposium on Robotics
2020 | conference-paper
Towards collaborative robots as intelligent co-workers in human-robot joint tasks: What to do and who does it?
52nd International Symposium on Robotics, ISR 2020
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
Flow4Link - The flow in the hand
FLOMEKO 2019 - 18th International Flow Measurement Conference
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
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 Parkinsons 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 | book
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
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
Adaptive timing in a dynamic field architecture for natural human–robot interactions
Cognitive Systems Research
2023 | journal-article
Modelo matemático que dota os robôs com a capacidade de aprender sequências temporais
Gazeta de Matemática
2022 | magazine-article
Individualized monitoring and forecasting of water consumption: a preliminary study
20TH International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2022)
2022 | conference-paper
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
A Data Recording Mobile Application to Create Datasets of Vehicle Users Routines
22nd IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC2022)
2022 | conference-paper
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 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
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 Parkinsons 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
Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics
Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part IV
2021 | conference-paper
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 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
Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IV
2021 | conference-paper
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
A Deep Learning Approach for Intelligent Cockpits: Learning Drivers Routines
Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II
2020 | conference-paper
Detection analysis of breaks in water consumption patterns: a simulation study
VII Workshop on Computational Data Analysis and Numerical Methods
2020 | conference-abstract
Gait Characteristics and Their Discriminative Ability in Patients with Fabry Disease with and Without White-Matter Lesions
Computational Science and Its Applications - ICCSA 2020 - 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part III
2020 | conference-paper
Global Implications of Human Tendencies Towards Automated Driving and Human Driver Availability in Autonomous Vehicles
2020 | book-chapter
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 HumanRobot Joint Tasks: what to do and who does it?
52nd International Symposium on Robotics
2020 | conference-paper
Towards collaborative robots as intelligent co-workers in human-robot joint tasks: What to do and who does it?
52nd International Symposium on Robotics, ISR 2020
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
Flow4Link - The flow in the hand
FLOMEKO 2019 - 18th International Flow Measurement Conference
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
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 Parkinsons 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 | book
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
