AltitudeOmics: Spontaneous Baroreflex Sensitivity During Acclimatization to 5,260 m: A Comparison of MethodsFrontiers In Physiology. 2019-12-10. Vol. 10, p. 1505. DOI : 10.3389/fphys.2019.01505.
REWARD: Design, Optimization, and Evaluation of a Real-Time Relative-Energy Wearable R-Peak Detection Algorithm *2019-10-07. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, July 23-27, 2019. p. 3341-3347. DOI : 10.1109/EMBC.2019.8857226.
Analysis of U-Shape Patterns in RR-Interval Time Series During Sleep2018-01-01. 45th Computing in Cardiology Conference (CinC), Maastricht, NETHERLANDS, Sep 23-26, 2018. DOI : 10.22489/CinC.2018.021.
AltitudeOmics: Baroreflex Sensitivity During Acclimatization to 5,260 mFRONTIERS IN PHYSIOLOGY. 2018. Vol. 9. DOI : 10.3389/fphys.2018.00767.
Overload blunts baroreflex only in overreached athletesJournal of Science and Medicine in Sport. 2018. Vol. 21, num. 9, p. 941-949. DOI : 10.1016/j.jsams.2018.01.008.
Concealed abnormal atrial phenotype in patients with Brugada syndrome and no history of atrial fibrillationInternational Journal of Cardiology. 2018. Vol. 253, p. 66-70. DOI : 10.1016/j.ijcard.2017.09.214.
A Novel Short-term Event Extraction Algorithm for Biomedical SignalsIEEE Transactions on Biomedical Engineering Bme. 2018. Vol. 65, num. 4, p. 754-762. DOI : 10.1109/TBME.2017.2718179.
Experimental study of atrial fibrillation cycle length during rapid atrial septal pacing2017. Computing in Cardiology, Rennes, France, September 24-27, 2017.
Heart Rhythm Classification using Short-term ECG Atrial and Ventricular Activity Analysis2017. Computing in Cardiology 2017, Rennes, France, September 24-27, 2017.
Minimal Window Duration for Accurate HRV Recording in AthletesFrontiers in Neuroscience. 2017. Vol. 456. DOI : 10.3389/fnins.2017.00456.
A Non-linear Filter to Detect Atrial Activation from Intracardiac Electrograms2017. European Medical and Biological Engineering Conference, Tampere, Finland,
A Novel Measure of Instantaneous Baroreflex Sensitivity2017. European Medical and Biological Engineering Conference EMBEC-NBC2017, Tampere, Finland,
Usefulness of P-Wave Duration and Morphologic Variability to Identify Patients Prone to Paroxysmal Atrial FibrillationThe American Journal of Cardiology. 2017. Vol. 119, num. 2, p. 275-279. DOI : 10.1016/j.amjcard.2016.09.043.
Extraction and Analysis of Short-Time Excursions in RR-interval Time Series2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
Effect of Exercise on Baroreflex at Different Altitudes2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
Effect of Hypoxia and Hyperoxia on Baroreflex Sensitivity2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
A Novel Preprocessing Tool to Enhance ECG R-wave Extraction2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
Identification of Abnormal Heart Sounds2016. Computing in Cardiology 2016, Vancouver, British Colombia, Canada, September 11-14, 2016.
ECG-derived Markers to Identify Patients Prone to Atrial Fibrillation2016. Computing in Cardiology, Vancouver, Canada, 11-14 September, 2016.
Using Cardio-Respiratory Signals to Recognize Emotions Elicited by Watching Music Video Clips2016. 2016 IEEE Workshop on Multimedia Signal Processing (MMSP 2016), Montréal, Canada, September 21-23, 2016.
Extraction of QRS fiducial points from the ECG using adaptive mathematical morphologyDigital Signal Processing. 2016. Vol. 56, p. 100-109. DOI : 10.1016/j.dsp.2016.06.010.
False arrhythmia alarms reduction in the intensive care unit: a multimodal approachPhysiological Measurement. 2016. Vol. 37, p. 1217-1232. DOI : 10.1088/0967-3334/37/8/1217.
Extracting Atrial Activations from Intracardiac Signals during Atrial Fibrillation using Adaptive Mathematical Morphology2015. Computing in Cardiology, Nice, France, September 6-10.
A Multimodal Approach to Reduce False Arrhythmia Alarms in the Intensive Care Unit2015. Computing in Cardiology, Nice, France, September 6-9, 2015.
Joint Similarity Learning for Predicting Links in Networks with Multiple-type Links
EEG Correlates of Pleasant and Unpleasant Odor PerceptionACM Transactions on Multimedia Computing, Communications and Applications. 2014. DOI : 10.1145/2637287.
Adaptive Mathematical Morphology for QRS Fiducial Points Detection in the ECG2014. Computing in Cardiology 2014, Boston, Massachusetts, USA, September 7-10, 2014.
Learning to Rank on Network Data2013. Mining and Learning with Graphs.
Computing Text Semantic Relatedness using the Contents and Links of a Hypertext Encyclopedia2013. International Joint Conference on artificial intelligence.
A Fast TCAD-based Methodology for Variation Analysis of Emerging Nano-Devices2013. IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), New York City, New York, USA, October 2-4, 2013. p. 83-88. DOI : 10.1109/DFT.2013.6653587.
Electroencephalogram Alterations During Perception of Pleasant and Unpleasant Odors2012. 4th International Workshop on Quality of Multimedia Experience (Qomex), Yarra Valley, July 5-7,2012.
Multivariate Spectral Analysis for Identifying the Brain Activations During Olfactory Perception2012. 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, California, USA, August 28 – September 1, 2012.
Affect Recognition Based on Physiological Changes During the Watching of Music VideoACM Transactions on Interactive Intelligent Systems. 2012. Vol. 2, num. 1, p. 1-26.
A Speech-based Just-in-Time Retrieval System using Semantic Search2011. Proceedings of the ACL-HLT 2011 System Demonstrations (49th Annual Meeting of the Association for Computational Linguistics), Portland, OR,
A Speech-based Just-in-Time Retrieval System using Semantic Search
A Just-in-Time Document Retrieval System for Dialogues or Monologues2011. SIGDIAL 2011 (12th annual SIGDIAL Meeting on Discourse and Dialogue), Demonstration Session, Portland, OR,
Affective content analysis of music video clip2011. ACM Multimedia 2011. p. 7-12.
EEG correlates of different emotional states elicited during watching music videos2011. Affective Computing and Intelligent Interaction (ACII), Memphis, Tennessee, USA, October 9-12, 2011.
OCULAR ARTIFACT REMOVAL FROM EEG: A COMPARISON OF SUBSPACE PROJECTION AND ADAPTIVE FILTERING METHODS.2011. 19th European Signal Processing Conference, Barcelona, Spain, August 29- September 2, 2011.
Using a Wikipedia-based Semantic Relatedness Measure for Document Clustering.2011. Graph-based Methods for Natural Language Processing.
The Impact of Expertise on Brain Computer Interface Based Salient Image Retrieval2010. 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, August 31- September 4, 2010. p. 1646-1649.
Single trial classification of EEG and peripheral physiological signals for recognition of emotions induced by music videos2010. International Conference on Brain Informatics, Toronto, Canada, August 28-30.
Context-Dependent Segmentation of Retinal Blood Vessels Using Hidden Markov ModelsAdvances in Computer Science and Engineering; Springer-Verlag, 2009.
Curiosity Cloning: Neural Analysis of Scientific Knowledge2009. International Joint Conference on Artificial Intelligence 2009, Workshop on Artificial Intelligence in Space, California, USA, July 11-17, 2009.
Implicit emotional tagging of multimedia using EEG signals and brain computer interface2009. ACM Multimedia, Workshop on Social Media, Beijing, China, 19-23.10.2009.
Classification of EEG Signals Using Dempster Shafer Theory and a K-Nearest Neighbor Classiﬁer2009. The 4th International IEEE EMBS Conference on Neural Engineering, Antalya, April 29- May 2, 2009. p. 327-330.
Fisher linear discriminant based person identification using visual evoked potentials2008. 9th International Conference on Signal Processing (ICSP 2008),, Beijing, china, October 26-29 , 2008. p. 1677-1680.
Context-dependent Segmentation of Retinal Blood Vessels2008. 13th International CSI Computer Science, Kish Island, Persian Gulf, Iran, March 9-11, 2008.
Face Detection Using Discrete Gabor Jets and a Probabilistic Model of Colored Image PatchesCommunications in Computer and Information Science (CCIS series); Springer-Verlag, 2008.
Face Detection Using Discrete Gabor Jets And Color Information2008. ICETE 2008, International Conference on Signal Processing and Multimedia Applications, Porto, July 26-29, 2008. p. 76-83.
Bayesian Feature Selection Applied In a P300 Brain- Computer Interface2008. 16th European Signal Processing Conference, Lausanne, August 25-29, 2008.
Manifold Learning Applied on EEG Signal of the Epileptic Patients for Detection of Normal and Pre-Seizure States2007. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,, Lyon, France, August 23-26, 2007§. p. 5489-5492.
Neural, Fuzzy And Neurofuzzy Approach To Classification Of Normal And Alcoholic Electroencephalograms2007. 5th International Symposium on Image and Signal Processing and Analysis,, Istanbul, Turkey, September 27-29, 2007. p. 102-106.
Proposed Genetic Algorithm Based Method to Determine the Best Feature Vector and Window Length to Discriminate Pre-seizure and Normal EEG2007. 5th International Symposium on Image and Signal Processing and Analysis, Istanbul, Turkey, September 27-29, 2007. p. 107-112.
Classification of EEG signals correlated with alcohol abusers2007. 9th International Symposium on Signal Processing and its Applications, Sharjah, United Arab Emirates, Persian Gulf, February 12-15, 2007. p. 1-4.
Spatial filters for the classification of event-related potentials2006. European Symposium on Artificial Neural Networks, Bruges, April 26-27-28, 2006.
Human-Brain Interface: Signal Processing and Machine LearningWiley Encyclopedia of Biomedical Engineering; John Wiley and Sons Ltd, 2006.
From EEG Dependency Multichannel Matching Pursuit to Sparse Topographic DecompositionJournal of Neuroscience Methods. 2006. Vol. 153, num. 2, p. 261-275. DOI : 10.1016/j.jneumeth.2005.11.006.
A Boosting Approach to P300 Detection with Application to Brain-Computer Interfaces2005.
Human-Computer adaptation for EEG based communication2003. IEEE Engineering in Medicine and Biology Conference.
Direct Brain-Computer Communication with User Rewarding Mechanism2003. p. 221.
Support Vector EEG Classification in the Fourier and Time-Frequency Correlation2003. p. 591-594.
Correlative Exploration of EEG Signals for Direct Brain-Computer Communication2003. p. 816-819.
Joint Time-Frequency-Space Classification of EEG in a Brain Computer Interface ApplicationEurasip Journal on Applied Signal Processing – Special issue on Neuromorphical Signal Processing 2003. 2003. num. 7, p. 713-729.
Student Project Reports
- C. Gaudard, “EEG Classification with Markov Models for Brain-Computer Interfaces”.
- A. Depeursinge, “Classification non-linéaire des signaux EEG“.
- L. Tschuor, “Computer Game Control through Relaxation-Induced EEG Changes“.
- J. Freudiger, “Brain States Analysis for direct Brain-Computer communication“.
- A. Gupta, “Analyzing Visual Semantic Processing and Recognizing the Shape Changes in Video“.
- S. Kumar, “EEG signals analysis“.
- X. Gigandet and P-Y. Dénervaud, “Visualisation d’activité cérébrale“, (in french).
- Jorge Baztarrica, “EEG Signal Classification for Brain Computer Interface Applications
- Amit Adlakha, “Single trial EEG Classification“.
- Abel Villca Roque “Design of brain actuated device for human-computer interaction“.