Tales Imbiriba

About Tales Imbiriba

Tales Imbiriba, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of signal processing, hyperspectral imaging, machine learning, Bayesian inference.

His recent articles reflect a diverse array of research interests and contributions to the field:

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing …

Bayesian optimization of variational wave functions

User Training with Error Augmentation for sEMG-based Gesture Classification

Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach

Real-Time Object Localization for Human-Robot Handover

Recursive estimation of user intent from noninvasive electroencephalography using discriminative models

Wearable biosensing to predict imminent aggressive behavior in psychiatric inpatient youths with autism

A Bayesian Framework for Clustered Federated Learning

Tales Imbiriba Information

University

Position

Postdoc at SPIRAL CSL

Citations(all)

985

Citations(since 2020)

927

Cited By

283

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Tales Imbiriba Skills & Research Interests

signal processing

hyperspectral imaging

machine learning

Bayesian inference

Top articles of Tales Imbiriba

Title

Journal

Author(s)

Publication Date

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing …

Computerized Medical Imaging and Graphics

Md Navid Akbar

Sebastian F Ruf

Ashutosh Singh

Razieh Faghihpirayesh

Rachael Garner

...

2024/4/19

Bayesian optimization of variational wave functions

Bulletin of the American Physical Society

Alexander Shilcusky

Gerald LaMountain

Tales Imbiriba

Pau Closas

Adrian Feiguin

2024/3/8

User Training with Error Augmentation for sEMG-based Gesture Classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Yunus Bicer

Niklas Smedemark-Margulies

Basak Celik

Elifnur Sunger

Ryan Orendorff

...

2024/3/1

Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach

arXiv preprint arXiv:2402.17987

Michael Potter

Murat Akcakaya

Marius Necsoiu

Gunar Schirner

Deniz Erdogmus

...

2024/2/28

Real-Time Object Localization for Human-Robot Handover

Sadjad Asghari-Esfeden

Garrit Strenge

Kyle Lockwood

Yunus Bicer

Tales Imbiriba

...

2023/7/5

Recursive estimation of user intent from noninvasive electroencephalography using discriminative models

Niklas Smedemark-Margulies

Basak Celik

Tales Imbiriba

Aziz Kocanaogullari

Deniz Erdoğmuş

2023/6/4

Wearable biosensing to predict imminent aggressive behavior in psychiatric inpatient youths with autism

JAMA network open

Tales Imbiriba

Ahmet Demirkaya

Ashutosh Singh

Deniz Erdogmus

Matthew S Goodwin

2023/12/1

A Bayesian Framework for Clustered Federated Learning

Peng Wu

Tales Imbiriba

Pau Closas

2023/10/13

Recursive classification of satellite imaging time-series: An application to water mapping, land cover classification and deforestation detection

arXiv preprint arXiv:2301.01796

Helena Calatrava

Bhavya Duvvuri

Haoqing Li

Ricardo Borsoi

Edward Beighley

...

2023/1/4

A deep disentangled approach for interpretable hyperspectral unmixing

Ricardo Augusto Borsoi

Tales Imbiriba

Deniz Erdoğmuş

2023/6/4

A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition

arXiv preprint arXiv:2309.12217

Niklas Smedemark-Margulies

Yunus Bicer

Elifnur Sunger

Stephanie Naufel

Tales Imbiriba

...

2023/9/13

Jammer classification with federated learning

Peng Wu

Helena Calatrava

Tales Imbiriba

Pau Closas

2023/4/24

Tubular Curvature Filter: Implicit Pointwise Curvature Calculation Method for Tubular Objects

arXiv preprint arXiv:2311.11931

Elifnur Sunger

Beyza Kalkanli

Veysi Yildiz

Tales Imbiriba

Peter Campbell

...

2023/11/20

User Training with Error Augmentation for Electromyogram-based Gesture Classification

arXiv preprint arXiv:2309.07289

Yunus Bicer

Niklas Smedemark-Margulies

Basak Celik

Elifnur Sunger

Ryan Orendorff

...

2023/9/13

On Parametric Misspecified Bayesian Cramér-Rao Bound: An Application to Linear/Gaussian Systems

Shuo Tang

Gerald LaMountain

Tales Imbiriba

Pau Closas

2023/6/4

Crowdsourced Jammer Localization Using APBMs: Performance Analysis Considering Observations Disruption

Andrea Nardin

Tales Imbiriba

Pau Closas

2023/4/24

Augmented physics-based machine learning for navigation and tracking

IEEE Transactions on Aerospace and Electronic Systems

Tales Imbiriba

Ondřej Straka

Jindřich Duník

Pau Closas

2023/10/31

Gaussian Process-Based Prediction of Human Trajectories to Promote Seamless Human-Robot Handovers

Kyle Lockwood

Garrit Strenge

Yunus Bicer

Tales Imbiriba

Mariusz P Furmanek

...

2023/8/28

Jamming source localization using augmented physics-based model

Andrea Nardin

Tales Imbiriba

Pau Closas

2023/6/4

Dynamical hyperspectral unmixing with variational recurrent neural networks

IEEE Transactions on Image Processing

Ricardo A Borsoi

Tales Imbiriba

Pau Closas

2023/4/17

See List of Professors in Tales Imbiriba University(North Eastern University)

Co-Authors

academic-engine