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

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

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

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

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 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

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 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

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