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Algoritmi | User | Flora José da Rocha Ferreira

Flora José da Rocha Ferreira

Flora José da Rocha Ferreira

At Algoritmi

Collaborating Researcher with PhD

Member of the IE R&D Group

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.pt

Orcid

0000-0003-1558-7230

Researcher ID

FCT Public Key

J043694LsmgL

Ciência ID

Google Scholar

Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study

2022 | book-chapter

A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games

Applied Sciences

2021 | journal-article

Synthetic Dataset to Study Breaks in the Consumer's Water Consumption Patterns

3rd International Applied Mathematics, Modelling and Simulation Conference (AMMS 2021)

2021 | conference-paper

Prediction of attitudes towards human-centred cognitive vehicles aware of their users' routines and preferences

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

Packing shoes efficiently

Impact Magazine from The Operational Research Society

2020 | magazine-article

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

A neural integrator model for planning and value-based decision making of a robotics assistant

NEURAL COMPUTING & APPLICATIONS

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

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

Preliminary Screening of Probabilistic Models for Water Flow Measurement

JOCLAD 2020 - XXVI Jornadas de Classificação e Análise de Dados

2020 | conference-abstract

Rapid learning of complex sequences with time constraints: A dynamic neural field model

IEEE Transactions on Cognitive and Developmental Systems

2020 | journal-article

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

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

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 | 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

Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study

2022 | book-chapter

A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games

Applied Sciences

2021 | journal-article

Synthetic Dataset to Study Breaks in the Consumer's Water Consumption Patterns

3rd International Applied Mathematics, Modelling and Simulation Conference (AMMS 2021)

2021 | conference-paper

Prediction of attitudes towards human-centred cognitive vehicles aware of their users' routines and preferences

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

Packing shoes efficiently

Impact Magazine from The Operational Research Society

2020 | magazine-article

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

A neural integrator model for planning and value-based decision making of a robotics assistant

NEURAL COMPUTING & APPLICATIONS

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

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

Preliminary Screening of Probabilistic Models for Water Flow Measurement

JOCLAD 2020 - XXVI Jornadas de Classificação e Análise de Dados

2020 | conference-abstract

Rapid learning of complex sequences with time constraints: A dynamic neural field model

IEEE Transactions on Cognitive and Developmental Systems

2020 | journal-article

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

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

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 | 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