Ricardo Chavarriaga

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 26

Top Topics

Activity Recognition

State Transition

Classifier Ensemble

Top Venues

Publications

Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán
EEG-Based Online Regulation of Difficulty in Simulated Flying. IEEE Trans. Affect. Comput. 14 (1) (2023)
Fabio Dell'Agnola, Ping-Keng Jao, Adriana Arza, Ricardo Chavarriaga, José del R. Millán, Dario Floreano, David Atienza
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Niclas Simmler, Pascal Sager, Philipp Andermatt, Ricardo Chavarriaga, Frank-Peter Schilling, Matthias Rosenthal, Thilo Stadelmann
A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications. SDS (2021)
Ping-Keng Jao, Ricardo Chavarriaga, Fabio Dell'Agnola, Adriana Arza, David Atienza, José del R. Millán
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. IEEE Trans. Hum. Mach. Syst. 51 (2) (2021)
Serafeim Perdikis, Robert Leeb, Ricardo Chavarriaga, José del R. Millán
Context-Aware Learning for Generative Models. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger Hoos, Iarla Kilbane-Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio ed Domenico, Alessandro Saffiotti, Marco Maratea
The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics Inf. Technol. 23 (S1) (2021)
Marcello Ienca, Joseph J. Fins, Ralf J. Jox, Fabrice Jotterand, Silja Voeneky, Roberto Andorno, Tonio Ball, Claude Castelluccia, Ricardo Chavarriaga, Hervé Chneiweiss, Agata Ferretti, Orsolya Friedrich, Samia Hurst, Grischa Merkel, Fruzsina Molnar-Gabor, Jean-Marc Rickli, James Scheibner, Effy Vayena, Rafael Yuste, Philipp Kellmeyer
Towards a Governance Framework for Brain Data. CoRR (2021)
Bastien Orset, Kyuhwa Lee, Ricardo Chavarriaga, José del R. Millán
User Adaptation to Closed-Loop Decoding of Motor Imagery Termination. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR (2020)
Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. CoRR (2020)
Fumiaki Iwane, Manu Srinath Halvagal, Iñaki Iturrate, Iason Batzianoulis, Ricardo Chavarriaga, Aude Billard, José del R. Millán
Inferring subjective preferences on robot trajectories using EEG signals. NER (2019)
Axel Uran, Coert Van Gemeren, Rosanne van Diepen, Ricardo Chavarriaga, José del R. Millán
Applying Transfer Learning To Deep Learned Models For EEG Analysis. CoRR (2019)
Bastien Orset, Kyuhwa Lee, Ricardo Chavarriaga, José del R. Millán
Reliable decoding of motor state transitions during imagined movement. NER (2019)
Iñaki Iturrate, Ricardo Chavarriaga, Michael Pereira, Huaijian Zhang, Tiffany Corbet, Robert Leeb, José del R. Millán
Human EEG reveals distinct neural correlates of power and precision grasping types. NeuroImage 181 (2018)
Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán
Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks. SMC (2018)
Laurent Dollé, Ricardo Chavarriaga, Agnès Guillot, Mehdi Khamassi
Interactions of spatial strategies producing generalization gradient and blocking: A computational approach. PLoS Comput. Biol. 14 (4) (2018)
Ping-Keng Jao, Ricardo Chavarriaga, José del R. Millán
Using Robust Principal Component Analysis to Reduce EEG Intra-Trial Variability. EMBC (2018)
Ricardo Chavarriaga, Marija Uscumlic, Huaijian Zhang, Zahra Khaliliardali, Ruslan Aydarkhanov, Sareh Saeedi, Lucian Gheorghe, José del R. Millán
Decoding Neural Correlates of Cognitive States to Enhance Driving Experience. IEEE Trans. Emerg. Top. Comput. Intell. 2 (4) (2018)
Kyuhwa Lee, Dong Liu, Laetitia Perroud, Ricardo Chavarriaga, José del R. Millán
A brain-controlled exoskeleton with cascaded event-related desynchronization classifiers. Robotics Auton. Syst. 90 (2017)
Mohit Kumar Goel, Ricardo Chavarriaga, José del R. Millán
Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification. SMC (2017)
Jaiber Cardona, Eduardo F. Caicedo, Wilfredo Alfonso, Ricardo Chavarriaga, José del R. Millán
Superposition model for Steady State Visually Evoked Potentials. SMC (2016)
Sareh Saeedi, Ricardo Chavarriaga, Robert Leeb, José del R. Millán
Adaptive Assistance for Brain-Computer Interfaces by Online Prediction of Command Reliability. IEEE Comput. Intell. Mag. 11 (1) (2016)
Fumiaki Iwane, Ricardo Chavarriaga, Iñaki Iturrate, José del R. Millán
Spatial filters yield stable features for error-related potentials across conditions. SMC (2016)
Hesam Sagha, Feipeng Li, Ehsan Variani, José del R. Millán, Ricardo Chavarriaga, Björn W. Schuller
Stream fusion for multi-stream automatic speech recognition. Int. J. Speech Technol. 19 (4) (2016)
Omid G. Sani, Ricardo Chavarriaga, Mohammad B. Shamsollahi, José del R. Millán
Detection of movement related cortical potential: Effects of causal vs. non-causal processing. EMBC (2016)
Andrés Úbeda, José Maria Azorín, Ricardo Chavarriaga, José del R. Millán
Evaluating decoding performance of upper limb imagined trajectories during center-out reaching tasks. SMC (2016)
Hesam Sagha, Serafeim Perdikis, José del R. Millán, Ricardo Chavarriaga
Quantifying Electrode Reliability During Brain-Computer Interface Operation. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Jason Omedes, Iñaki Iturrate, Ricardo Chavarriaga, Luis Montesano
Asynchronous Decoding of Error Potentials during the Monitoring of a Reaching Task. SMC (2015)
Ricardo Chavarriaga, Iñaki Iturrate, Quentin Wannebroucq, José del R. Millán
Decoding fast-paced error-related potentials in monitoring protocols. EMBC (2015)
Huaijian Zhang, Ricardo Chavarriaga, Lucian Gheorghe, José del R. Millán
Brain Correlates of Lane Changing Reaction Time in Simulated Driving. SMC (2015)
Huaijian Zhang, Ricardo Chavarriaga, José del R. Millán
Discriminant brain connectivity patterns of performance monitoring at average and single-trial levels. NeuroImage 120 (2015)
Luca Randazzo, Iñaki Iturrate, Ricardo Chavarriaga, Robert Leeb, José del R. Millán
Detecting intention to grasp during reaching movements from EEG. EMBC (2015)
John Edison Muñoz, Ricardo Chavarriaga, David S. Lopez
Application of hybrid BCI and exergames for balance rehabilitation after stroke. Advances in Computer Entertainment (2014)
Ricardo Chavarriaga, Maria N. Hurtado, Marcela Bolanos, Jose A. Loaiza, Juan M. Mayor, Manuel Valencia, Jaime Aguilar-Zambrano
Multidisciplinary design of suitable assistive technologies for motor disabilities in Colombia. GHTC (2014)
John Edison Muñoz, Ricardo Chavarriaga, Julian F. Villada, David SebastianLopez
BCI and motion capture technologies for rehabilitation based on videogames. GHTC (2014)
Sareh Saeedi, Ricardo Chavarriaga, Iñaki Iturrate, José del R. Millán, Tom Carlson
Prediction of command delivery time for BCI. SMC (2014)
Hadrien Renold, Ricardo Chavarriaga, Lucian Gheorghe, José del R. Millán
EEG correlates of active visual search during simulated driving: An exploratory study. SMC (2014)
Huaijian Zhang, Ricardo Chavarriaga, Lucian Gheorghe, José del R. Millán
Inferring driver's turning direction through detection of error related brain activity. EMBC (2013)
Sareh Saeedi, Tom Carlson, Ricardo Chavarriaga, José del R. Millán
Making the most of context-awareness in brain-computer interfaces. CYBCONF (2013)
Lucian Gheorghe, Ricardo Chavarriaga, José del R. Millán
Steering timing prediction in a driving simulator task. EMBC (2013)
Hesam Sagha, Hamidreza Bayati, José del R. Millán, Ricardo Chavarriaga
On-line anomaly detection and resilience in classifier ensembles. Pattern Recognit. Lett. 34 (15) (2013)
Ricardo Chavarriaga, Hesam Sagha, Alberto Calatroni, Sundara Tejaswi Digumarti, Gerhard Tröster, José del R. Millán, Daniel Roggen
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition. Pattern Recognit. Lett. 34 (15) (2013)
Ricardo Chavarriaga, Hamidreza Bayati, José del R. Millán
Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation. Pers. Ubiquitous Comput. 17 (3) (2013)
Jeong-Hun Kim, Ricardo Chavarriaga, José del R. Millán, Seong-Whan Lee
Three-dimensional upper limb movement decoding from EEG signals. BCI (2013)
Daniel Roggen, Gerhard Tröster, Paul Lukowicz, Alois Ferscha, José del R. Millán, Ricardo Chavarriaga
Opportunistic Human Activity and Context Recognition. Computer 46 (2) (2013)
Hesam Sagha, Alberto Calatroni, José del R. Millán, Daniel Roggen, Gerhard Tröster, Ricardo Chavarriaga
Robust activity recognition combining anomaly detection and classifier retraining. BSN (2013)
Nicolas J. Beuchat, Ricardo Chavarriaga, Sarah Degallier, José del R. Millán
Offline decoding of upper limb muscle synergies from EEG slow cortical potentials. EMBC (2013)
Tom Carlson, Robert Leeb, Ricardo Chavarriaga, José del R. Millán
Online modulation of the level of assistance in shared control systems. SMC (2012)
Ricardo Chavarriaga, Xavier Perrin, Roland Siegwart, José del R. Millán
Anticipation- and error-related EEG signals during realistic human-machine interaction: A study on visual and tactile feedback. EMBC (2012)
Iñaki Iturrate, Ricardo Chavarriaga, Luis Montesano, Javier Minguez, José del R. Millán
Latency correction of error potentials between different experiments reduces calibration time for single-trial classification. EMBC (2012)
Oresti Baños, Alberto Calatroni, Miguel Damas, Héctor Pomares, Ignacio Rojas, Hesam Sagha, José del R. Millán, Gerhard Tröster, Ricardo Chavarriaga, Daniel Roggen
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. ISWC (2012)
Sareh Saeedi, Ricardo Chavarriaga, José del R. Millán, Michael Gastpar
Real-time prediction of fast and slow delivery of mental commands in a motor imagery BCI: An entropy-based approach. SMC (2012)
Athina Tzovara, Micah M. Murray, Nicolas Bourdaud, Ricardo Chavarriaga, José del R. Millán, Marzia De Lucia
The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses. NeuroImage 60 (4) (2012)
Zahra Khaliliardali, Ricardo Chavarriaga, Lucian Andrei Gheorghe, José del R. Millán
Detection of anticipatory brain potentials during car driving. EMBC (2012)
Huaijian Zhang, Ricardo Chavarriaga, Mohit Kumar Goel, Lucian Gheorghe, José del R. Millán
Improved recognition of error related potentials through the use of brain connectivity features. EMBC (2012)
Eileen Lew, Ricardo Chavarriaga, Huaijian Zhang, Margitta Seeck, José del R. Millán
Self-paced movement intention detection from human brain signals: Invasive and non-invasive EEG. EMBC (2012)
Tom Carlson, Robert Leeb, Ricardo Chavarriaga, José del R. Millán
The birth of the brain-controlled wheelchair. IROS (2012)
José del R. Millán, Ricardo Chavarriaga
Tutorial: brain mediated human-robot interaction. HRI (2011)
Iñaki Iturrate, Luis Montesano, Ricardo Chavarriaga, José del R. Millán, Javier Minguez
Minimizing calibration time using inter-subject information of single-trial recognition of error potentials in brain-computer interfaces. EMBC (2011)
Marc Kurz, Gerold Hölzl, Alois Ferscha, Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Dynamic Quantification of Activity Recognition Capabilities in Opportunistic Systems. VTC Spring (2011)
Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Detecting and Rectifying Anomalies in Body Sensor Networks. BSN (2011)
Hesam Sagha, José del R. Millán, Ricardo Chavarriaga
Detecting anomalies to improve classification performance in opportunistic sensor networks. PerCom Workshops (2011)
Hamidreza Bayati, José del R. Millán, Ricardo Chavarriaga
Unsupervised Adaptation to On-body Sensor Displacement in Acceleration-Based Activity Recognition. ISWC (2011)
Daniel Roggen, Alberto Calatroni, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Alois Ferscha, Marc Kurz, Gerold Hölzl, Hesam Sagha, Hamidreza Bayati, José del R. Millán, Ricardo Chavarriaga
Activity Recognition in Opportunistic Sensor Environments. FET (2011)
Hesam Sagha, Sundara Tejaswi Digumarti, José del R. Millán, Ricardo Chavarriaga, Alberto Calatroni, Daniel Roggen, Gerhard Tröster
Benchmarking classification techniques using the Opportunity human activity dataset. SMC (2011)
Xavier Perrin, Francis Colas, Cédric Pradalier, Roland Siegwart, Ricardo Chavarriaga, José del R. Millán
Learning user habits for semi-autonomous navigation using low throughput interfaces. SMC (2011)
Ricardo Chavarriaga, Hesam Sagha, José del R. Millán
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach. SMC (2011)
Paul Lukowicz, Gerald Pirkl, David Bannach, Florian Wagner, Alberto Calatroni, Kilian Förster, Thomas Holleczek, Mirco Rossi, Daniel Roggen, Gerhard Tröster, Jakob Doppler, Clemens Holzmann, Andreas Riener, Alois Ferscha, Ricardo Chavarriaga
Recording a Complex, Multi Modal Activity Data Set for Context Recognition. ARCS Workshops (2010)
Laurent Dollé, Denis Sheynikhovich, Benoît Girard, Ricardo Chavarriaga, Agnès Guillot
Path planning versus cue responding: a bio-inspired model of switching between navigation strategies. Biol. Cybern. 103 (4) (2010)
Kilian Förster, Andrea Biasiucci, Ricardo Chavarriaga, José del R. Millán, Daniel Roggen, Gerhard Tröster
On the Use of Brain Decoded Signals for Online User Adaptive Gesture Recognition Systems. Pervasive (2010)
Laurent Dollé, Denis Sheynikhovich, Benoît Girard, Balázs Ujfalussy, Ricardo Chavarriaga, Agnès Guillot
Analyzing Interactions between Cue-Guided and Place-Based Navigation with a Computational Model of Action Selection: Influence of Sensory Cues and Training. SAB (2010)
Daniel Roggen, Alberto Calatroni, Mirco Rossi, Thomas Holleczek, Kilian Förster, Gerhard Tröster, Paul Lukowicz, David Bannach, Gerald Pirkl, Alois Ferscha, Jakob Doppler, Clemens Holzmann, Marc Kurz, Gerald Holl, Ricardo Chavarriaga, Hesam Sagha, Hamidreza Bayati, Marco Creatura, José del R. Millán
Collecting complex activity datasets in highly rich networked sensor environments. INSS (2010)
Xavier Perrin, Ricardo Chavarriaga, Francis Colas, Roland Siegwart, José del R. Millán
Brain-coupled interaction for semi-autonomous navigation of an assistive robot. Robotics Auton. Syst. 58 (12) (2010)
Denis Sheynikhovich, Laurent Dollé, Ricardo Chavarriaga, Angelo Arleo
Minimal Model of Strategy Switching in the Plus-Maze Navigation Task. SAB (2010)
Daniel Roggen, Kilian Förster, Alberto Calatroni, Thomas Holleczek, Yu Fang, Gerhard Tröster, Alois Ferscha, Clemens Holzmann, Andreas Riener, Paul Lukowicz, Gerald Pirkl, David Bannach, Kai S. Kunze, Ricardo Chavarriaga, José del R. Millán
OPPORTUNITY: Towards opportunistic activity and context recognition systems. WOWMOM (2009)
Garipelli Gangadhar, Ricardo Chavarriaga, José del R. Millán
Fast Recognition of Anticipation-Related Potentials. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Ricardo Chavarriaga, Ferran Galán, José del R. Millán
Asynchronous detection and classification of oscillatory brain activity. EUSIPCO (2008)
Laurent Dollé, Mehdi Khamassi, Benoît Girard, Agnès Guillot, Ricardo Chavarriaga
Analyzing Interactions between Navigation Strategies Using a Computational Model of Action Selection. Spatial Cognition (2008)
Xavier Perrin, Ricardo Chavarriaga, Céline Ray, Roland Siegwart, José del R. Millán
A comparative psychophysical and EEG study of different feedback modalities for HRI. HRI (2008)
José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew, Ricardo Chavarriaga
Non-Invasive Brain-Machine Interaction. Int. J. Pattern Recognit. Artif. Intell. 22 (5) (2008)
Garipelli Gangadhar, Ferran Galán, Ricardo Chavarriaga, Pierre W. Ferrez, Eileen Lew, José del R. Millán
The Use of Brain-Computer Interfacing in Ambient Intelligence. AmI Workshops (2007)
José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew, Ricardo Chavarriaga
Non-invasive Brain-Actuated Interaction. BVAI (2007)
Xavier Perrin, Ricardo Chavarriaga, Roland Siegwart, José del R. Millán
Bayesian Controller for a Novel Semi-Autonomous Navigation Concept. EMCR (2007)
Denis Sheynikhovich, Ricardo Chavarriaga, Thomas Strösslin, Wulfram Gerstner
Adaptive sensory processing for efficient place coding. Neurocomputing 69 (10-12) (2006)
Thomas Strösslin, Ricardo Chavarriaga, Denis Sheynikhovich, Wulfram Gerstner
Modelling Path Integrator Recalibration Using Hippocampal Place Cells. ICANN (1) (2005)
Denis Sheynikhovich, Ricardo Chavarriaga, Thomas Strösslin, Wulfram Gerstner
Spatial Representation and Navigation in a Bio-inspired Robot. Biomimetic Neural Learning for Intelligent Robots (2005)
Ricardo Chavarriaga, Thomas Strösslin, Denis Sheynikhovich, Wulfram Gerstner
Competition between cue response and place response: a model of rat navigation behaviour. Connect. Sci. 17 (1-2) (2005)
Ricardo Chavarriaga, Thomas Strösslin, Denis Sheynikhovich, Wulfram Gerstner
A computational model of parallel navigation systems in rodents. Neuroinformatics 3 (3) (2005)
Thomas Strösslin, Denis Sheynikhovich, Ricardo Chavarriaga, Wulfram Gerstner
Robust self-localisation and navigation based on hippocampal place cells. Neural Networks 18 (9) (2005)