Algoritmi | User | Nuno Miguel Cerqueira da Costa
Nuno Miguel Cerqueira da Costa
Nuno Miguel Cerqueira da Costa
At LASI
Other with MSc
Member of the CALG R&D Unit
Academic Degree
MSc
Current Position
Other at Outra
Personal Webpage
Personal Email
nmcosta89@gmail.comOrcid
0000-0002-8425-3501Researcher ID
FCT Public Key
J538860MISGZ
Ciência ID
Google Scholar
About Me 
PROFESSIONAL ETHOS I seek mission-driven organizations 🌍 where technical excellence ⚙️ converges with global impact. My ideal environment requires strategic clarity and transparency 🔍 (where 'no stone is left unturned'). While I value sustainable performance (work-life balance ⚖️), I actively seek to be challenged. My goal is to LEARN, LEAD and ELEVATE 🚀 both my own capabilities and the company's trajectory, joining and leading teams committed to solving impressive challenges that positively shape the world ✨. CURRENT MAIN INTERESTS 🚀 * 💻 Digital Transformation & SW Architecture: Driving projects from planning to management in complex digital environments with partners like NOS, BOSCH, IKEA, CEGID, SIBS, SIMOLDES, MOBILEUM, and others. * 🤖 Advanced AI & Data Science: Exploring Data Science, Machine Learning, General Purpose AI, and Generative AI (GenAI). * 🇪🇺 EU Ecosystems & Horizon Europe: Coordinating GENAI4EU initiatives (Manufacturing, Healthcare) with partners like OXFORD, FRAUNHOFER, SIEMENS, STELLANTIS. Focus: EuroHPC, AI factories, data spaces, GAIA-X, MANUFACTURING-X, and strategic data governance/explainability. * 📊 Business Intelligence: Leveraging data for strategic decision-making. * ✨ Innovation: Fostering and implementing novel ideas. * 🎭 Art, Science & Tech: Merging disciplines to create new experiences. * 💡 Smart & Autonomous Technologies: Deep dive into intelligent system development. * 🧠 Neuroscience & Cognitive Performance: Understanding brain behavior and mind-body performance. * 🧘♀️ Self-Regulation & Wellbeing: Biofeedback, neurofeedback, and meditation for personal development. * 😁 Optimization Philosophy: Adhering to the principle of simplification before optimization. EXPERIENCE * Project Management, Planning & Digital Transformation * Data Science, Engineering (MLOps, HPC) & ML Research 🧪 * Programming & Software Architecture (Python, Matlab, C, JSON, JS, HTML, CSS) * Neuroscience Research (Neuroenhancement, Rehabilitation, Serious Games) * Sports Research & Biodevices * Biosignals (EEG, EMG) & BCI/HCI OTHER INTERESTS * Adventure, play, and experiment (physically, psychologically, digitally) * Sports & Self-regulation practice * Creative creation activities * Videogames, Literature, Music, Cinema
Publications (31)
Anomaly detection in aggregates of grouped time series, composed of high-dimensional and high-frequency event sequences
2026 | preprint
Driver-Based Multivariate Time Series Forecasting: A Comparative Analysis of Meta-Learning vs Ensemble Performances
Proceedings of the 14th International Conference on Model-Based Software and Systems Engineering
2026 | conference-paper
From Synthetic Data to Real-World Efficiency: Automated Vehicle Damage Detection and Vehicle Parts Segmentation
IEEE Access
2026 | journal-article
ML Based Models: The Path to Optimal Workload Management and Safety Assurance
2026 | book-chapter
Multi-Modal Highlight Detection in Broadcast Audio: A Deep Learning Approach for Event Recognition in Sports and eSports
Proceedings of the 18th International Conference on Agents and Artificial Intelligence
2026 | conference-paper
Sentinel Mode Using Sensor Fusion for Improving Security in Shared Vehicles
IEEE Access
2026 | journal-article
Capturing Mental Workload Through Physiological Sensors in Human–Robot Collaboration: A Systematic Literature Review
Applied Sciences
2025 | journal-article
Immersive Interaction in Digital Factory: Metaverse in Manufacturing
Procedia Computer Science
2024 | journal-article
Fusion Object Detection and Action Recognition to Predict Violent Action
2023 | preprint
Fusion Object Detection and Action Recognition to Predict Violent Action
SENSORS
2023 | journal-article
Sensor Fusion Approach for Multiple Human Motion Detection for Indoor Surveillance Use-Case
SENSORS
2023 | journal-article
ISO23247 Digital Twin Approach for Industrial Grade Radio Frequency Testing Station
2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
2022 | conference-paper
AI based monitoring violent action detection data for in-vehicle scenarios
DATA IN BRIEF
2022 | journal-article
Human-Robot Collaboration (HRC) with Vision Inspection for PCB Assembly
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics
2022 | conference-paper
TMRobot Series Toolbox: Interfacing Collaborative Robots with MATLAB
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics
2022 | conference-paper
Self-regulation Learning in Neurofeedback Training: Effects of a Human-computer Framework to Prime Subjects with External Stimulation, like Mindfulness.
2021 | dissertation-thesis
A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games
APPLIED SCIENCES-BASEL
2021 | journal-article
NeuroPrime: a Pythonic framework for the priming of brain states in self-regulation protocols
2021 IEEE 9TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH
2021 | journal-article
Priming with mindfulness affects our capacity to self-regulate brain activity?
2020 IEEE 8TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH (SEGAH 20)
2020 | journal-article
Does priming subjects, with not only resting state but also with mindfulness or/and guided imagery, affect self-regulation of SMR neurofeedback? Framework to improve brain self-regulation and support the rehabilitation of disorders such as depression, anxiety, stress and attention control.
Frontiers in Cellular Neuroscience
2019 | journal-article
Exercise and quality of life in the elderly: Different social and behavioral contexts,Exercício físico e qualidade de vida em idodos: Diferentes contextos sociocomportamentais
Motricidade
2016 | journal-article
The seasonal-related variation on physical fitness in aged population
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2015 | conference-abstract
Married Couple Concordance in Mental Perception and Physical Fitness
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-poster
Obesity, Muscle Strength and Cardiorespiratory Fitness in the Elderly
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Exercise and Perceived Health Status in the Elderly: Different Social and Behavioral Contexts
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Influence of Physical Activity on Muscle Strength and Cardiorespiratory Fitness in Obese Elderly.
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Does Physical Activity and Central Obesity Influence Health-Related Quality of Life in Aged Population?
19TH ANNUAL CONGRESS OF THE EUROPEAN COLLEGE OF SPORT SCIENCE
2014 | conference-abstract
Knowledge acquisition system based on JSON schema for electrophysiological actuation
2014 | book
Multi-purpose electrostimulator software
2013 | conference-paper
User Friendly Knowledge Acquisition System For Medical Devices Actuation
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia
2012 | dissertation-thesis
Knowledge Acquisition System based on JSON Schema: Implementation of a HCI for actuation of biosignals acquisition systems
2012 | conference-paper
Anomaly detection in aggregates of grouped time series, composed of high-dimensional and high-frequency event sequences
2026 | preprint
Driver-Based Multivariate Time Series Forecasting: A Comparative Analysis of Meta-Learning vs Ensemble Performances
Proceedings of the 14th International Conference on Model-Based Software and Systems Engineering
2026 | conference-paper
From Synthetic Data to Real-World Efficiency: Automated Vehicle Damage Detection and Vehicle Parts Segmentation
IEEE Access
2026 | journal-article
ML Based Models: The Path to Optimal Workload Management and Safety Assurance
2026 | book-chapter
Multi-Modal Highlight Detection in Broadcast Audio: A Deep Learning Approach for Event Recognition in Sports and eSports
Proceedings of the 18th International Conference on Agents and Artificial Intelligence
2026 | conference-paper
Sentinel Mode Using Sensor Fusion for Improving Security in Shared Vehicles
IEEE Access
2026 | journal-article
Capturing Mental Workload Through Physiological Sensors in Human–Robot Collaboration: A Systematic Literature Review
Applied Sciences
2025 | journal-article
Immersive Interaction in Digital Factory: Metaverse in Manufacturing
Procedia Computer Science
2024 | journal-article
Fusion Object Detection and Action Recognition to Predict Violent Action
2023 | preprint
Fusion Object Detection and Action Recognition to Predict Violent Action
SENSORS
2023 | journal-article
Sensor Fusion Approach for Multiple Human Motion Detection for Indoor Surveillance Use-Case
SENSORS
2023 | journal-article
ISO23247 Digital Twin Approach for Industrial Grade Radio Frequency Testing Station
2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
2022 | conference-paper
AI based monitoring violent action detection data for in-vehicle scenarios
DATA IN BRIEF
2022 | journal-article
Human-Robot Collaboration (HRC) with Vision Inspection for PCB Assembly
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics
2022 | conference-paper
TMRobot Series Toolbox: Interfacing Collaborative Robots with MATLAB
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics
2022 | conference-paper
Self-regulation Learning in Neurofeedback Training: Effects of a Human-computer Framework to Prime Subjects with External Stimulation, like Mindfulness.
2021 | dissertation-thesis
A Multivariate Randomized Controlled Experiment about the Effects of Mindfulness Priming on EEG Neurofeedback Self-Regulation Serious Games
APPLIED SCIENCES-BASEL
2021 | journal-article
NeuroPrime: a Pythonic framework for the priming of brain states in self-regulation protocols
2021 IEEE 9TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH
2021 | journal-article
Priming with mindfulness affects our capacity to self-regulate brain activity?
2020 IEEE 8TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH (SEGAH 20)
2020 | journal-article
Does priming subjects, with not only resting state but also with mindfulness or/and guided imagery, affect self-regulation of SMR neurofeedback? Framework to improve brain self-regulation and support the rehabilitation of disorders such as depression, anxiety, stress and attention control.
Frontiers in Cellular Neuroscience
2019 | journal-article
Exercise and quality of life in the elderly: Different social and behavioral contexts,Exercício físico e qualidade de vida em idodos: Diferentes contextos sociocomportamentais
Motricidade
2016 | journal-article
The seasonal-related variation on physical fitness in aged population
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2015 | conference-abstract
Married Couple Concordance in Mental Perception and Physical Fitness
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-poster
Obesity, Muscle Strength and Cardiorespiratory Fitness in the Elderly
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Exercise and Perceived Health Status in the Elderly: Different Social and Behavioral Contexts
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Influence of Physical Activity on Muscle Strength and Cardiorespiratory Fitness in Obese Elderly.
INTERNATIONAL CONGRESS OF EXERCISE AND SPORTS PERFORMANCE
2014 | conference-abstract
Does Physical Activity and Central Obesity Influence Health-Related Quality of Life in Aged Population?
19TH ANNUAL CONGRESS OF THE EUROPEAN COLLEGE OF SPORT SCIENCE
2014 | conference-abstract
Knowledge acquisition system based on JSON schema for electrophysiological actuation
2014 | book
Multi-purpose electrostimulator software
2013 | conference-paper
User Friendly Knowledge Acquisition System For Medical Devices Actuation
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia
2012 | dissertation-thesis
Knowledge Acquisition System based on JSON Schema: Implementation of a HCI for actuation of biosignals acquisition systems
2012 | conference-paper
