Ricardo Chavarriaga

Orcid: 0000-0002-8879-2860

According to our database1, Ricardo Chavarriaga authored at least 93 papers between 2005 and 2024.

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Bibliography

2024
Towards the Certification of AI-based Systems.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

MLOps as Enabler of Trustworthy AI.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

2023
EEG-Based Online Regulation of Difficulty in Simulated Flying.
IEEE Trans. Affect. Comput., 2023

2022
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones.
IEEE J. Biomed. Health Informatics, 2022

2021
Context-Aware Learning for Generative Models.
IEEE Trans. Neural Networks Learn. Syst., 2021

EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks.
IEEE Trans. Hum. Mach. Syst., 2021

User Adaptation to Closed-Loop Decoding of Motor Imagery Termination.
IEEE Trans. Biomed. Eng., 2021

The CLAIRE COVID-19 initiative: approach, experiences and recommendations.
Ethics Inf. Technol., 2021

Towards a Governance Framework for Brain Data.
CoRR, 2021

A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications.
Proceedings of the 8th Swiss Conference on Data Science, 2021

2020
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks.
CoRR, 2020

Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

2019
Applying Transfer Learning To Deep Learned Models For EEG Analysis.
CoRR, 2019

Reliable decoding of motor state transitions during imagined movement.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Inferring subjective preferences on robot trajectories using EEG signals.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2018
Decoding Neural Correlates of Cognitive States to Enhance Driving Experience.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Interactions of spatial strategies producing generalization gradient and blocking: A computational approach.
PLoS Comput. Biol., 2018

Human EEG reveals distinct neural correlates of power and precision grasping types.
NeuroImage, 2018

Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers.
Robotics Auton. Syst., 2017

Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
Stream fusion for multi-stream automatic speech recognition.
Int. J. Speech Technol., 2016

Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability.
IEEE Comput. Intell. Mag., 2016

Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Spatial filters yield stable features for error-related potentials across conditions.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Superposition model for Steady State Visually Evoked Potentials.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Detection of movement related cortical potential: Effects of causal vs. non-causal processing.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Quantifying Electrode Reliability During Brain-Computer Interface Operation.
IEEE Trans. Biomed. Eng., 2015

Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels.
NeuroImage, 2015

Brain Correlates of Lane Changing Reaction Time in Simulated Driving.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Asynchronous Decoding of Error Potentials during the Monitoring of a Reaching Task.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Detecting intention to grasp during reaching movements from EEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Decoding fast-paced error-related potentials in monitoring protocols.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Prediction of command delivery time for BCI.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

EEG correlates of active visual search during simulated driving: An exploratory study.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

BCI and motion capture technologies for rehabilitation based on videogames.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2014

Multidisciplinary design of suitable assistive technologies for motor disabilities in Colombia.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2014

Application of hybrid BCI and exergames for balance rehabilitation after stroke.
Proceedings of the 11th Conference on Advances in Computer Entertainment Technology, 2014

2013
Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation.
Pers. Ubiquitous Comput., 2013

On-line anomaly detection and resilience in classifier ensembles.
Pattern Recognit. Lett., 2013

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition.
Pattern Recognit. Lett., 2013

Opportunistic Human Activity and Context Recognition.
Computer, 2013

Inferring driver's turning direction through detection of error related brain activity.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Steering timing prediction in a driving simulator task.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Offline decoding of upper limb muscle synergies from EEG slow cortical potentials.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Making the most of context-awareness in brain-computer interfaces.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Robust activity recognition combining anomaly detection and classifier retraining.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

Three-dimensional upper limb movement decoding from EEG signals.
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

2012
OPPORTUNITY Activity Recognition.
Dataset, June, 2012

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses.
NeuroImage, 2012

Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Online modulation of the level of assistance in shared control systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities.
Proceedings of the 16th International Symposium on Wearable Computers, 2012

The birth of the brain-controlled wheelchair.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Improved recognition of error related potentials through the use of brain connectivity features.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Detection of anticipatory brain potentials during car driving.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Latency correction of error potentials between different experiments reduces calibration time for single-trial classification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Brain-Computer Interfaces.
Proceedings of the This Pervasive Day: The Potential and Perils of Pervasive Computing., 2012

2011
Activity Recognition in Opportunistic Sensor Environments.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Benchmarking classification techniques using the Opportunity human activity dataset.
Proceedings of the IEEE International Conference on Systems, 2011

Learning user habits for semi-autonomous navigation using low throughput interfaces.
Proceedings of the IEEE International Conference on Systems, 2011

Ensemble creation and reconfiguration for activity recognition: An information theoretic approach.
Proceedings of the IEEE International Conference on Systems, 2011

Detecting anomalies to improve classification performance in opportunistic sensor networks.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Unsupervised Adaptation to On-body Sensor Displacement in Acceleration-Based Activity Recognition.
Proceedings of the 15th IEEE International Symposium on Wearable Computers (ISWC 2011), 2011

Tutorial: brain mediated human-robot interaction.
Proceedings of the 6th International Conference on Human Robot Interaction, 2011

Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Detecting and Rectifying Anomalies in Body Sensor Networks.
Proceedings of the International Conference on Body Sensor Networks, 2011

2010
Brain-coupled interaction for semi-autonomous navigation of an assistive robot.
Robotics Auton. Syst., 2010

Path planning versus cue responding: a bio-inspired model of switching between navigation strategies.
Biol. Cybern., 2010

Minimal Model of Strategy Switching in the Plus-Maze Navigation Task.
Proceedings of the From Animals to Animats 11, 2010

Analyzing Interactions between Cue-Guided and Place-Based Navigation with a Computational Model of Action Selection: Influence of Sensory Cues and Training.
Proceedings of the From Animals to Animats 11, 2010

On the Use of Brain Decoded Signals for Online User Adaptive Gesture Recognition Systems.
Proceedings of the Pervasive Computing, 8th International Conference, 2010

Collecting complex activity datasets in highly rich networked sensor environments.
Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010


2009
Fast Recognition of Anticipation-Related Potentials.
IEEE Trans. Biomed. Eng., 2009

OPPORTUNITY: Towards opportunistic activity and context recognition systems.
Proceedings of the 10th IEEE International Symposium on a World of Wireless, 2009

2008
Non-Invasive Brain-Machine Interaction.
Int. J. Pattern Recognit. Artif. Intell., 2008

Analyzing Interactions between Navigation Strategies Using a Computational Model of Action Selection.
Proceedings of the Spatial Cognition VI. Learning, 2008

A comparative psychophysical and EEG study of different feedback modalities for HRI.
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction, 2008

Asynchronous detection and classification of oscillatory brain activity.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Bayesian Controller for a Novel Semi-Autonomous Navigation Concept.
Proceedings of the 3rd European Conference on Mobile Robots, 2007

Non-invasive Brain-Actuated Interaction.
Proceedings of the Advances in Brain, 2007

The Use of Brain-Computer Interfacing in Ambient Intelligence.
Proceedings of the Constructing Ambient Intelligence, 2007

2006
Adaptive sensory processing for efficient place coding.
Neurocomputing, 2006

2005
Robust self-localisation and navigation based on hippocampal place cells.
Neural Networks, 2005

A computational model of parallel navigation systems in rodents.
Neuroinformatics, 2005

Competition between cue response and place response: a model of rat navigation behaviour.
Connect. Sci., 2005

Spatial Representation and Navigation in a Bio-inspired Robot.
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005

Modelling Path Integrator Recalibration Using Hippocampal Place Cells.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005


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