Publications 2011
Disorder and Halide Distributions in Cesium Lead Halide Nanocrystals as Seen by Colloidal 133Cs Nuclear Magnetic Resonance Spectroscopy
Chemistry Of Materials. 2024-03-15. Vol. 36, num. 6, p. 2767-2775. DOI : 10.1021/acs.chemmater.3c02901.Chemical evolution of primary and secondary biomass burning aerosols during daytime and nighttime
Atmospheric Chemistry And Physics. 2023-07-10. Vol. 23, num. 13, p. 7461-7477. DOI : 10.5194/acp-23-7461-2023.Evaluation and optimization of novel extraction algorithms for the automatic detection of atrial activations recorded within the pulmonary veins during atrial fibrillation
Bmc Medical Informatics And Decision Making. 2022-08-28. Vol. 22, num. 1, p. 225. DOI : 10.1186/s12911-022-01969-5.Chemical evolution of primary and secondary biomass burning aerosols during daytime and nighttime
EGU General Assembly 2022, Austria, Vienna, May 23-27, 2022.Fragment ion-functional group relationships in organic aerosols using aerosol mass spectrometry and mid-infrared spectroscopy
Atmospheric Measurement Techniques. 2022-05-09. Vol. 15, num. 9, p. 2857-2874. DOI : 10.5194/amt-15-2857-2022.RMSSD Is More Sensitive to Artifacts Than Frequency-Domain Parameters: Implication in Athletes? Monitoring
Journal Of Sports Science And Medicine. 2022-05-03. DOI : 10.52082/jssm.2022.260.PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models
2022-01-01. 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), Dublin, IRELAND, May 22-27, 2022. p. 3638-3652.Chemical characterization of organic aerosols with a focus on biomass burning and mid-infrared spectroscopy
Lausanne, EPFL, 2022.Characterization of primary and aged wood burning and coal combustion organic aerosols in an environmental chamber and its implications for atmospheric aerosols
Atmospheric Chemistry and Physics. 2021. Vol. 21, num. 13, p. 10273-10293. DOI : 10.5194/acp-21-10273-2021.Estimating mean molecular weight, carbon number, and OM∕OC with mid-infrared spectroscopy in organic particulate matter samples from a monitoring network
Atmospheric Measurement Techniques. 2021. Vol. 14, num. 7, p. 4805-4827. DOI : 10.5194/amt-14-4805-2021.AltitudeOmics: Spontaneous Baroreflex Sensitivity During Acclimatization to 5,260 m: A Comparison of Methods
Frontiers 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.Electrospray Film Deposition for Solvent-Elimination Infrared Spectroscopy
Applied Spectroscopy. 2019. Vol. 73, num. 6, p. 638-652. DOI : 10.1177/0003702818821330.Analysis of U-Shape Patterns in RR-Interval Time Series During Sleep
2018-01-01. 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 m
Frontiers in Physiology. 2018. Vol. 9, p. 767. DOI : 10.3389/fphys.2018.00767.Novel Low Complexity Biomedical Signal Processing Techniques for Online Applications
Lausanne, EPFL, 2018.Overload blunts baroreflex only in overreached athletes
Journal 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 fibrillation
International 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 Signals
IEEE 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 pacing
2017. Computing in Cardiology, Rennes, France, September 24-27, 2017. DOI : 10.22489/CinC.2017.338-103.Heart Rhythm Classification using Short-term ECG Atrial and Ventricular Activity Analysis
2017. Computing in Cardiology 2017, Rennes, France, September 24-27, 2017. DOI : 10.22489/CinC.2017.067-120.Minimal Window Duration for Accurate HRV Recording in Athletes
Frontiers in Neuroscience. 2017. Vol. 11, p. 456. DOI : 10.3389/fnins.2017.00456.A Non-linear Filter to Detect Atrial Activation from Intracardiac Electrograms
2017. European Medical and Biological Engineering Conference, Tampere, Finland,A Novel Measure of Instantaneous Baroreflex Sensitivity
2017. European Medical and Biological Engineering Conference EMBEC-NBC2017, Tampere, Finland,A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset
2017. Computing in Cardiology, Rennes, France, September 24-27, 2017. DOI : 10.22489/CinC.2017.285-191.Usefulness of P-Wave Duration and Morphologic Variability to Identify Patients Prone to Paroxysmal Atrial Fibrillation
The 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 Series
2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016. p. 721-724.Effect of Hypoxia and Hyperoxia on Baroreflex Sensitivity at Sea Level and Altitude
2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016. p. 533-536.A Novel Preprocessing Tool to Enhance ECG R-wave Extraction
2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016. p. 633-636.Identification of Abnormal Heart Sounds
2016. Computing in Cardiology 2016, Vancouver, British Colombia, Canada, September 11-14, 2016. p. 1157-1160.ECG-derived Markers to Identify Patients Prone to Atrial Fibrillation
2016. Computing in Cardiology, Vancouver, Canada, 11-14 September, 2016.Using Cardio-Respiratory Signals to Recognize Emotions Elicited by Watching Music Video Clips
2016. 2016 IEEE Workshop on Multimedia Signal Processing (MMSP 2016), Montréal, Canada, September 21-23, 2016. DOI : 10.1109/MMSP.2016.7813349.Extraction of QRS fiducial points from the ECG using adaptive mathematical morphology
Digital 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 approach
Physiological 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 Morphology
2015. Computing in Cardiology, Nice, France, September 6-10. p. 913-916. DOI : 10.1109/CIC.2015.7411060.A Multimodal Approach to Reduce False Arrhythmia Alarms in the Intensive Care Unit
2015. Computing in Cardiology, Nice, France, September 6-9, 2015. p. 277-280. DOI : 10.1109/CIC.2015.7408640.Joint Similarity Learning for Predicting Links in Networks with Multiple-type Links
2015
EEG Correlates of Pleasant and Unpleasant Odor Perception
ACM Transactions on Multimedia Computing, Communications and Applications. 2014. Vol. 11, num. 15, p. 13. DOI : 10.1145/2637287.Adaptive Mathematical Morphology for QRS Fiducial Points Detection in the ECG
2014. Computing in Cardiology 2014, Boston, Massachusetts, USA, September 7-10, 2014. p. 725-728.Fast Process Variation Analysis in Nano-Scaled Technologies Using Column-Wise Sparse Parameter Selection
2014. IEEE/ACM International Symposium on Nanoscale Architectures (NanoArch), Paris, France, July 8-10, 2014. p. 163-168. DOI : 10.1109/NANOARCH.2014.6880479.Learning to Rank on Network Data
2013. Mining and Learning with Graphs.Computing Text Semantic Relatedness using the Contents and Links of a Hypertext Encyclopedia
2013. International Joint Conference on artificial intelligence.Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence. 2013. Vol. 194, p. 176-202. DOI : 10.1016/j.artint.2012.06.004.A Fast TCAD-based Methodology for Variation Analysis of Emerging Nano-Devices
2013. 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.Similarity Learning Over Large Collaborative Networks
Lausanne, EPFL, 2013.Multimedia content analysis for emotional characterization of music video clips
The EURASIP Journal on Image and Video Processing. 2013. num. 1, p. 1-10. DOI : 10.1186/1687-5281-2013-26.Brain-Computer Interface in Multimedia Systems
Lausanne, EPFL, 2012.Spam Fighting in Social Tagging Systems
2012. The 4th International Conference on Social Informatics (SocInfo 2012), Lausanne, Switzerland, December 5-7, 2012. p. 448-461. DOI : 10.1007/978-3-642-35386-4_33.Electroencephalogram Alterations During Perception of Pleasant and Unpleasant Odors
2012. 4th International Workshop on Quality of Multimedia Experience (Qomex), Yarra Valley, July 5-7,2012. p. 272-277. DOI : 10.1109/QoMEX.2012.6263860.Multivariate Spectral Analysis for Identifying the Brain Activations During Olfactory Perception
2012. 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, California, USA, August 28 – September 1, 2012. p. 6172-6175. DOI : 10.1109/EMBC.2012.6347403.Affect Recognition Based on Physiological Changes During the Watching of Music Video
ACM Transactions on Interactive Intelligent Systems. 2012. Vol. 2, num. 1, p. 1-26. DOI : 10.1145/2133366.2133373.DEAP: a database for emotion analysis using physiological signals
IEEE Transactions on Affective Computing. 2012. Vol. 3, num. 1, p. 18-31. DOI : 10.1109/T-AFFC.2011.15.A Speech-based Just-in-Time Retrieval System using Semantic Search
2011. Proceedings of the ACL-HLT 2011 System Demonstrations (49th Annual Meeting of the Association for Computational Linguistics), Portland, OR, p. 80–85.A Speech-based Just-in-Time Retrieval System using Semantic Search
2011
A Just-in-Time Document Retrieval System for Dialogues or Monologues
2011. SIGDIAL 2011 (12th annual SIGDIAL Meeting on Discourse and Dialogue), Demonstration Session, Portland, OR, p. 350–352.Affective content analysis of music video clip
2011. ACM Multimedia 2011. p. 7-12. DOI : 10.1145/2072529.2072532.EEG correlates of different emotional states elicited during watching music videos
2011. Affective Computing and Intelligent Interaction (ACII), Memphis, Tennessee, USA, October 9-12, 2011. p. 457-466. DOI : 10.1007/978-3-642-24571-8_58.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. p. 29–36.Publications 2010
Implicit Retrieval Of Salient Images Using Brain Computer Interface
2010. IEEE International Conference on Image Processing, Hong Kong, PEOPLES R CHINA, Sep 26-29, 2010. p. 3169-3172. DOI : 10.1109/ICIP.2010.5654346.The Impact of Expertise on Brain Computer Interface Based Salient Image Retrieval
2010. 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, August 31- September 4, 2010. p. 1646-1649. DOI : 10.1109/IEMBS.2010.5626655.Single trial classification of EEG and peripheral physiological signals for recognition of emotions induced by music videos
2010. International Conference on Brain Informatics, Toronto, Canada, August 28-30.Context-Dependent Segmentation of Retinal Blood Vessels Using Hidden Markov Models
Advances in Computer Science and Engineering; Springer-Verlag, 2009. p. 348-355.Fisher linear discriminant based person identification using visual evoked potentials
2008. 9th International Conference on Signal Processing (ICSP 2008), Beijing, china, October 26-29 , 2008. p. 1677-1680.Context-dependent Segmentation of Retinal Blood Vessels
2008. 13th International CSI Computer Science, Kish Island, Persian Gulf, Iran, March 9-11, 2008.Manifold Learning Applied on EEG Signal of the Epileptic Patients for Detection of Normal and Pre-Seizure States
2007. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France, August 23-26, 2007§. p. 5489-5492. DOI : 10.1109/IEMBS.2007.4353588.Neural, Fuzzy And Neurofuzzy Approach To Classification Of Normal And Alcoholic Electroencephalograms
2007. 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 EEG
2007. 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 abusers
2007. 9th International Symposium on Signal Processing and its Applications, Sharjah, United Arab Emirates, Persian Gulf, February 12-15, 2007. p. 1-4.Publications 2009
Context-Dependent Segmentation of Retinal Blood Vessels Using Hidden Markov Models
Advances in Computer Science and Engineering; Springer-Verlag, 2009. p. 348-355.Curiosity Cloning: Neural Analysis of Scientific Knowledge
2009. 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 interface
2009. ACM Multimedia, Workshop on Social Media, Beijing, China, 19-23.10.2009. p. 81–88. DOI : 10.1145/1631144.1631160.Classification of EEG Signals Using Dempster Shafer Theory and a K-Nearest Neighbor Classifier
2009. The 4th International IEEE EMBS Conference on Neural Engineering, Antalya, April 29- May 2, 2009. p. 327-330. DOI : 10.1109/NER.2009.5109299.Publications 2008
Fisher linear discriminant based person identification using visual evoked potentials
2008. 9th International Conference on Signal Processing (ICSP 2008), Beijing, china, October 26-29 , 2008. p. 1677-1680.Context-dependent Segmentation of Retinal Blood Vessels
2008. 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 Patches
2008. e-Business and Telecommunications International Conference, ICETE 2008, Porto, Portugal, July 26-29, 2008. p. 331-344. DOI : 10.1007/978-3-642-05197-5_24.Face Detection Using Discrete Gabor Jets And Color Information
2008. 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 Interface
2008. 16th European Signal Processing Conference, Lausanne, August 25-29, 2008.Publications 2007
Manifold Learning Applied on EEG Signal of the Epileptic Patients for Detection of Normal and Pre-Seizure States
2007. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France, August 23-26, 2007§. p. 5489-5492. DOI : 10.1109/IEMBS.2007.4353588.Neural, Fuzzy And Neurofuzzy Approach To Classification Of Normal And Alcoholic Electroencephalograms
2007. 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 EEG
2007. 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 abusers
2007. 9th International Symposium on Signal Processing and its Applications, Sharjah, United Arab Emirates, Persian Gulf, February 12-15, 2007. p. 1-4.Publications 2006
Spatial filters for the classification of event-related potentials
2006. European Symposium on Artificial Neural Networks, Bruges, April 26-27-28, 2006.Human-Brain Interface: Signal Processing and Machine Learning
Wiley Encyclopedia of Biomedical Engineering; John Wiley and Sons Ltd, 2006.A Boosting Approach to P300 Detection with Application to Brain-Computer Interfaces
2005. p. 97-100. DOI : 10.1109/CNE.2005.1419562.Application of the Evidence Framework to Brain-Computer Interfaces
2004. p. 446-449. DOI : 10.1109/IEMBS.2004.1403190.Direct Brain-Computer Communication Through EEG Signals
2004
Publications 2005
From EEG Dependency Multichannel Matching Pursuit to Sparse Topographic Decomposition
Journal 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 Interfaces
2005. p. 97-100. DOI : 10.1109/CNE.2005.1419562.Couches minces nanocomposites de TiN/SiNx déposées par pulvérisation magnétron réactive
Lausanne, EPFL, 2000.Publications 2004
Application of the Evidence Framework to Brain-Computer Interfaces
2004. p. 446-449. DOI : 10.1109/IEMBS.2004.1403190.Direct Brain-Computer Communication Through EEG Signals
2004
Direct brain-computer communication through scalp recorded EEG signals
Lausanne, EPFL, 2004.Publications 2003
Human-Computer adaptation for EEG based communication
2003. IEEE Engineering in Medicine and Biology Conference.Direct Brain-Computer Communication with User Rewarding Mechanism
2003. p. 221. DOI : 10.1109/ISIT.2003.1228235.Support Vector EEG Classification in the Fourier and Time-Frequency Correlation
2003. p. 591-594. DOI : 10.1109/CNE.2003.1196897.Correlative Exploration of EEG Signals for Direct Brain-Computer Communication
2003. p. 816-819. DOI : 10.1109/ICASSP.2003.1200096.Brain-Computer Interface in Multimedia Communication
IEEE Signal Processing Magazine. 2003. Vol. 20, num. 1, p. 14-24. DOI : 10.1109/MSP.2003.1166626.Joint Time-Frequency-Space Classification of EEG in a Brain Computer Interface Application
Eurasip Journal on Applied Signal Processing. 2003. num. 7, p. 713-729. DOI : 10.1155/S1110865703302082.Publications 2002
Classification of EEG Signals in the Ambiguity Domain for Brain-Computer Interface Applications
2002. 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002, Santorini, Greece, 1-3 July 2002. p. 301-305. DOI : 10.1109/ICDSP.2002.1027892.Time-Frequency-Space Kernel for Single EEG-Trial Classification
2002.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“.
Miscellaneous
- Videos
- Pictures
- Presentations
- EEG Signals
- Sample EEG Signals (description)
