Hubert Cecotti
Orcid: 0000-0002-7661-0070Affiliations:
- Ulster University, Northern Ireland, UK
According to our database1,
Hubert Cecotti
authored at least 97 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Virtual Real., March, 2024
2023
Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System.
IEEE Trans. Hum. Mach. Syst., 2023
Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space.
CoRR, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
One-class classifier based on Riemannian Geometry Distances for Outlier Detection in Motor Imagery.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Single-Trial Detection in Rapid Serial Visual Presentation Task using the Lilac Chaser Visual Illusion.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Combining Density based and Linear Discriminant Approaches for Motor Imagery Classification.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Graph-Based Semi-supervised Learning Using Riemannian Geometry Distance for Motor Imagery Classification.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023
Proceedings of the Immersive Learning Research Network - 9th International Conference, 2023
A Serious Game Based on Hidden Objects for Art History in Fully Immersive Virtual Reality.
Proceedings of the Immersive Learning Research Network - 9th International Conference, 2023
Assessment of Input Modalities for Control and Accessibility in Fully Immersive Virtual Reality Educational Game.
Proceedings of the Games and Learning Alliance - 12th International Conference, 2023
2022
Motor Imagery Classification Combining Riemannian Geometry and Artificial Neural Networks.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022
Single-Trial Detection of Event-Related Potentials with Artificial Examples Based on Coloring Transformation.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022
Motor Imagery Classification Using Riemannian Geometry in Multiple Frequency Bands with a Weighted Nearest Neighbors Approach.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
A Serious Game in Fully Immersive Virtual Reality for Teaching Astronomy Based on the Messier Catalog.
Proceedings of the 8th International Conference of the Immersive Learning Research Network, 2022
2021
Int. J. Mach. Learn. Cybern., 2021
Proceedings of the 2021 IEEE International Conference on Engineering, 2021
Practical Application of the Learning Mechanics-Game Mechanics Framework for Serious Games Design and Analysis for the Development of Mental Computation in Virtual Reality.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021
Proceedings of the 7th International Conference of the Immersive Learning Research Network, 2021
2020
Data augmentation for handwritten digit recognition using generative adversarial networks.
Multim. Tools Appl., 2020
Int. J. Mach. Learn. Cybern., 2020
Proceedings of the 6th International Conference of the Immersive Learning Research Network, 2020
Proceedings of the 6th International Conference of the Immersive Learning Research Network, 2020
2019
J. Multimodal User Interfaces, 2019
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface.
Neurocomputing, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the International Conference on Multimodal Interaction, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018
Training Dataset Extension Through Multiclass Generative Adversarial Networks and K-nearest Neighbor Classifier.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Classification of propofol-induced sedation states using brain connectivity analysis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Relationships Between Behavioral And Single-Trial Target Detection Performance With Magnetoencephalography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Hierarchical <i>k</i>-Nearest Neighbor with GPUs and a High Performance Cluster: Application to Handwritten Character Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2017
Propofol-induced sedation diminishes the strength of frontal-parietal-occipital EEG network.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Convolutional neural networks for event-related potential detection: impact of the architecture.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Single-Trial Detection With Magnetoencephalography During a Dual-Rapid Serial Visual Presentation Task.
IEEE Trans. Biomed. Eng., 2016
Adaptive learning with covariate shift-detection for motor imagery-based brain-computer interface.
Soft Comput., 2016
Active graph based semi-supervised learning using image matching: Application to handwritten digit recognition.
Pattern Recognit. Lett., 2016
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Hand-Drawn Symbol Recognition in Immersive Virtual Reality Using Deep Extreme Learning Machines.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016
A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Optimization of Single-Trial Detection of Event-Related Potentials Through Artificial Trials.
IEEE Trans. Biomed. Eng., 2015
Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition.
Pattern Recognit. Lett., 2015
Toward shift invariant detection of event-related potentials in non-invasive brain-computer interface.
Pattern Recognit. Lett., 2015
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Towards increasing the number of commands in a hybrid brain-computer interface with combination of gaze and motor imagery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Single-Trial Classification of Event-Related Potentials in Rapid Serial Visual Presentation Tasks Using Supervised Spatial Filtering.
IEEE Trans. Neural Networks Learn. Syst., 2014
Isolating the Neural Mechanisms of Interference during Continuous Multisensory Dual-task Performance.
J. Cogn. Neurosci., 2014
Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Performance estimation of a cooperative brain-computer interface based on the detection of steady-state visual evoked potentials.
Proceedings of the IEEE International Conference on Acoustics, 2014
Improving single-trial detection of event-related potentials through artificial deformed signals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Single-trial classification of neural responses evoked in rapid serial visual presentation: Effects of stimulus onset asynchrony and stimulus repetition.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Rejection Schemes in Multi-class Classification - Application to Handwritten Character Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Effects of performing two visual tasks on single-trial detection of event-related potentials.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
A time-frequency convolutional neural network for the offline classification of steady-state visual evoked potential responses.
Pattern Recognit. Lett., 2011
Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Effect of the visual signal structure on Steady-State Visual Evoked Potentials detection.
Proceedings of the IEEE International Conference on Acoustics, 2011
Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI.
Proceedings of the 19th European Signal Processing Conference, 2011
Impact of target probability on single-trial EEG target detection in a difficult rapid serial visual presentation task.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Multimodal target detection using single trial evoked EEG responses in single and dual-tasks.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Traitement du Signal, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Impact of Frequency Selection on LCD Screens for SSVEP Based Brain-Computer Interfaces.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Neural network pruning for feature selection - Application to a P300 Brain-Computer Interface.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Time Delay Neural Network with Fourier transform for multiple channel detection of Steady-State Visual Evoked Potentials for Brain-Computer Interfaces.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
2005
Hybrid OCR combination approach complemented by a specialized ICR applied on ancient documents.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Rejection strategy for Convolutional Neural Network by adaptive topology applied to handwritten digits recognition.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
Proceedings of the Computer Recognition Systems, 2005
2004
Character Rotation Absorption Using a Dynamic Neural Network Topology: Comparison With Invariant Features.
Proceedings of the Pattern Recognition in Information Systems, 2004