Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach
Bird, Jordan J, Barnes, Chloe M, Premebida, Cristiano, Ekárt, Anikó, Faria, Diego R
Published in PloS one (28.10.2020)
Published in PloS one (28.10.2020)
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Journal Article
Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG
Bird, Jordan J., Kobylarz, Jhonatan, Faria, Diego R., Ekart, Aniko, Ribeiro, Eduardo P.
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Journal Article
On the effects of pseudorandom and quantum-random number generators in soft computing
Bird, Jordan J., Ekárt, Anikó, Faria, Diego R.
Published in Soft computing (Berlin, Germany) (01.06.2020)
Published in Soft computing (Berlin, Germany) (01.06.2020)
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Journal Article
A study on CNN image classification of EEG signals represented in 2D and 3D
Bird, Jordan J, Faria, Diego R, Manso, Luis J, Ayrosa, Pedro P S, Ekárt, Anikó
Published in Journal of neural engineering (01.04.2021)
Published in Journal of neural engineering (01.04.2021)
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Journal Article
Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning
Kobylarz, Jhonatan, Bird, Jordan J., Faria, Diego R., Ribeiro, Eduardo Parente, Ekárt, Anikó
Published in Journal of ambient intelligence and humanized computing (01.12.2020)
Published in Journal of ambient intelligence and humanized computing (01.12.2020)
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Journal Article
Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation
Bird, Jordan J., Pritchard, Michael, Fratini, Antonio, Ekart, Aniko, Faria, Diego R.
Published in IEEE robotics and automation letters (01.04.2021)
Published in IEEE robotics and automation letters (01.04.2021)
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Journal Article
Social Activity Recognition on Continuous RGB-D Video Sequences
Coppola, Claudio, Cosar, Serhan, Faria, Diego R., Bellotto, Nicola
Published in International journal of social robotics (2020)
Published in International journal of social robotics (2020)
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Journal Article
Reducing Overconfidence Predictions in Autonomous Driving Perception
Melotti, Gledson, Premebida, Cristiano, Bird, Jordan J., Faria, Diego R., Goncalves, Nuno
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
Extracting data from human manipulation of objects towards improving autonomous robotic grasping
Faria, Diego R., Martins, Ricardo, Lobo, Jorge, Dias, Jorge
Published in Robotics and autonomous systems (01.03.2012)
Published in Robotics and autonomous systems (01.03.2012)
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Journal Article
Dynamic Fusion of Electromyographic and Electroencephalographic Data towards Use in Robotic Prosthesis Control
Pritchard, Michael, Weinberg, Abraham Itzhak, Williams, John A R, Campelo, Felipe, Goldingay, Harry, Faria, Diego R
Published in Journal of physics. Conference series (01.02.2021)
Published in Journal of physics. Conference series (01.02.2021)
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Journal Article
Look and Listen: A Multi-modality Late Fusion Approach to Scene Classification for Autonomous Machines
Bird, Jordan J., Faria, Diego R., Premebida, Cristiano, Ekart, Aniko, Vogiatzis, George
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24.10.2020)
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24.10.2020)
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Conference Proceeding
Knowledge-based reasoning from human grasp demonstrations for robot grasp synthesis
Faria, Diego R., Trindade, Pedro, Lobo, Jorge, Dias, Jorge
Published in Robotics and autonomous systems (01.06.2014)
Published in Robotics and autonomous systems (01.06.2014)
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Journal Article
Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning
Kuang, Yingyi, Weinberg, Abraham Itzhak, Vogiatzis, George, Faria, Diego R.
Published in 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) (01.08.2020)
Published in 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) (01.08.2020)
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Conference Proceeding
Combining discriminative spatiotemporal features for daily life activity recognition using wearable motion sensing suit
Vital, Jessica P. M., Faria, Diego R., Dias, Gonçalo, Couceiro, Micael S., Coutinho, Fernanda, Ferreira, Nuno M. F.
Published in Pattern analysis and applications : PAA (01.11.2017)
Published in Pattern analysis and applications : PAA (01.11.2017)
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Journal Article
Hand-Object Interaction: From Human Demonstrations to Robot Manipulation
Carfì, Alessandro, Patten, Timothy, Kuang, Yingyi, Hammoud, Ali, Alameh, Mohamad, Maiettini, Elisa, Weinberg, Abraham Itzhak, Faria, Diego, Mastrogiovanni, Fulvio, Alenyà, Guillem, Natale, Lorenzo, Perdereau, Véronique, Vincze, Markus, Billard, Aude
Published in Frontiers in robotics and AI (01.10.2021)
Published in Frontiers in robotics and AI (01.10.2021)
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Journal Article