Tales Imbiriba

Northeastern University — United States

Engineering · Physical Sciences

13h-index722citations121works1.22yr avg
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Research Topics

Remote-Sensing Image Classification(34), Advanced Image Fusion Techniques(26), Target Tracking and Data Fusion in Sensor Networks(18), EEG and Brain-Computer Interfaces(12), Gaussian Processes and Bayesian Inference(12)

Publications121 total

A Bayesian Framework for Clustered Federated Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Trends and Challenges in Next-Generation GNSS Interference Management
arXiv (Cornell University)·2025Open Access
Bayesian Jammer Localization with a Hybrid CNN and Path-Loss Mixture of Experts
arXiv (Cornell University)·2025Open Access
Random Finite Set-Based Mitigation of Radar Range Deception Jamming for Single-Target Tracking
IEEE Transactions on Aerospace and Electronic Systems·2025
Hierarchical Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youth with Autism for Branching Factor Estimation
arXiv (Cornell University)·2025Open Access
Interpretable Augmented Physics-Based Model for Estimation and Tracking
2025
Robust Recursive Fusion of Multiresolution Multispectral Images with Location-Aware Neural Networks
arXiv (Cornell University)·2025Open Access
Interpretable Augmented Physics-Based Model for Estimation and Tracking
arXiv (Cornell University)·2025Open Access
Artificial Intelligence-Aided Kalman Filters: AI-Augmented Designs for Kalman-Type Algorithms
IEEE Signal Processing Magazine·2025· 4 citedOpen Access
Jammer Source Localization with Federated Learning
2025· 1 cited
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Learning Physics Informed Neural ODEs with Partial Measurements
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youths with Autism
arXiv (Cornell University)·2025Open Access
Continuously Optimizing Radar Placement With Model-Predictive Path Integrals
IEEE Transactions on Aerospace and Electronic Systems·2025
RSVP keyboard with inquiry preview: mixed performance and user experience with an adaptive, multimodal typing interface combining EEG and switch input
Journal of Neural Engineering·2025· 1 citedOpen Access
Federated Learning of Jamming Classifiers: From Global to Personalized Models
NAVIGATION Journal of the Institute of Navigation·2025· 2 citedOpen Access
Robust Recursive Fusion of Multiresolution Multispectral Images with Location-Aware Neural Networks
SSRN Electronic Journal·2025Open Access
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
arXiv (Cornell University)·2024Open Access
Learning Physics Informed Neural ODEs With Partial Measurements
arXiv (Cornell University)·2024· 1 citedOpen Access
A Hybrid ODE-NN Framework for Modeling Incomplete Physiological Systems
IEEE Transactions on Biomedical Engineering·2024
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Frequent Co-authors

Pau Closas(25), Deniz Erdoğmuş(21), Ricardo Augusto Borsoi(12), J.C.M. Bermudez(12), Peng Wu(9), Mathew Yarossi(6), Eugene Tunik(6), Cédric Richard(5), Haoqing Li(5), Ondřej Straka(5), Jean‐Yves Tourneret(4), Gerald LaMountain(4), Jindřich Duník(4), Yunus Bicer(4), Kyle Lockwood(4), Helena Calatrava(3), Razieh Faghihpirayesh(3), Garrit Strenge(3), Mariusz P. Furmanek(3), Taşkın Padır(3)