Publications — Ana Maria Tomé
← Ana Maria Tomé · All IEETA publications
2024
2 publications2022
4 publicationsForecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures
Long-term forecasting of hourly retail customer flow on intermittent time series with multiple seasonality
Novel Modeling Method using Set Theory for Interference Study between Multiple FMCW Radars
Number of necessary training examples for Neural Networks with different number of trainable parameters
2021
5 publicationsA graph neural network framework for causal inference in brain networks
Analysis of eyewitness testimony using electroencephalogram signals
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2021-January, 894–897 DOI Scopus
Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning
Computational Intelligence and Neuroscience, 2021, 5573740 DOI Scopus
Extracting control variables of casting processes with NMF and rule extraction
Time series forecasting in retail sales using LSTM and prophet
Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry, 241–262 DOI Scopus
2020
4 publicationsA constrained ICA-EMD model for group level fMRI analysis
A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s functions
Local-LDA: Open-Ended Learning of Latent Topics for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(10), 2567–2580 DOI Scopus
Machine Learning Methods for Radar-Based People Detection and Tracking by Mobile Robots
Advances in Intelligent Systems and Computing, 1093 AISC, 379–391 DOI Scopus
2019
8 publicationsAttention and concentration in normal and deaf gamers
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, 1571–1576 DOI Scopus
Does music help to be more attentive while performing a task? A brain activity analysis.
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, 1564–1570 DOI Scopus
Hybridizing EMD with cICA for fMRI Analysis of Patient Groups
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 194–197 DOI Scopus
Identifying evoked potential response patterns using independent component analysis and unsupervised learning
Biomedical Physics and Engineering Express, 5(1), 015019 DOI Scopus
Interactive open-ended object, affordance and grasp learning for robotic manipulation
Proceedings - IEEE International Conference on Robotics and Automation, 3747–3753 DOI Scopus
Mining EEG scalp maps of independent components related to HCT tasks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 3888–3891 DOI Scopus
Stroke Thrombus Segmentation on SWAN with Multi-Directional U-Nets
2019 9th International Conference on Image Processing Theory, Tools and Applications, IPTA 2019, 8936074 DOI Scopus
Technical Note: A comparison of point set registration methods for electromagnetic tracking
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