Archive

Publications 2011

L. Orlandic; E. De Giovanni; A. Arza Valdes; S. Yazdani; J.-M. Vesin et al. : REWARD: Design, Optimization, and Evaluation of a Real-Time Relative-Energy Wearable R-Peak Detection Algorithm ; 41st International Engineering in Medicine and Biology Conference - EMBC 2019, Berlin, Germany, July 23-26, 2019.
A. Arangio; C. Delval; G. Ruggeri; N. Dudani; A. Yazdani et al. : Electrospray Film Deposition for Solvent-Elimination Infrared Spectroscopy; Applied Spectroscopy. 2019. DOI : 10.1177/0003702818821330.
S. Yazdani; A. Cherqui; N. Bourdillon; G. Millet; J.-M. Vesin : 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.
N. Bourdillon; S. Yazdani; A. Subudhi; A. Lovering; R. Roach et al. : AltitudeOmics: Baroreflex Sensitivity During Acclimatization to 5,260 m; FRONTIERS IN PHYSIOLOGY. 2018. DOI : 10.3389/fphys.2018.00767.
S. Yazdani / J.-M. Vesin (Dir.) : Novel Low Complexity Biomedical Signal Processing Techniques for Online Applications. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8522.
N. Bourdillon; S. Yazdani; M. Nilchian; A. Mariano; J.-M. Vesin et al. : Overload blunts baroreflex only in overreached athletes; Journal of Science and Medicine in Sport. 2018. DOI : 10.1016/j.jsams.2018.01.008.
G. Conte; M. L. Caputo; P. Volders; A. Luca; L. Mainardi et al. : Concealed abnormal atrial phenotype in patients with Brugada syndrome and no history of atrial fibrillation; International Journal of Cardiology. 2018. DOI : 10.1016/j.ijcard.2017.09.214.
S. Yazdani; S. Fallet; J.-M. Vesin : A Novel Short-term Event Extraction Algorithm for Biomedical Signals; IEEE Transactions on Biomedical Engineering Bme. 2018. DOI : 10.1109/TBME.2017.2718179.
A. Luca; S. Yazdani; J.-M. Vesin; N. Virag : Experimental study of atrial fibrillation cycle length during rapid atrial septal pacing. 2017. Computing in Cardiology, Rennes, France, September 24-27, 2017.
S. Yazdani; P. Laub; A. Luca; J.-M. Vesin : Heart Rhythm Classification using Short-term ECG Atrial and Ventricular Activity Analysis. 2017. Computing in Cardiology 2017, Rennes, France, September 24-27, 2017.
N. Bourdillon; L. Shmidtt; S. Yazdani; J.-M. Vesin; G. Millet : Minimal Window Duration for Accurate HRV Recording in Athletes; Frontiers in Neuroscience. 2017. DOI : 10.3389/fnins.2017.00456.
S. Yazdani; A. Buttu; E. Pruvot; J.-M. Vesin; P. Pascale : A Non-linear Filter to Detect Atrial Activation from Intracardiac Electrograms. 2017. European Medical and Biological Engineering Conference, Tampere, Finland.
S. Yazdani; J.-M. Vesin; M. Petrovic : A Novel Measure of Instantaneous Baroreflex Sensitivity. 2017. European Medical and Biological Engineering Conference EMBEC-NBC2017, Tampere, Finland.
E. De Giovanni; A. Aminifar; A. Luca; S. Yazdani; J.-M. Vesin et al. : 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.
G. Conte; A. Luca; S. Yazdani; M. L. Caputo; F. Regoli et al. : Usefulness of P-Wave Duration and Morphologic Variability to Identify Patients Prone to Paroxysmal Atrial Fibrillation; The American Journal of Cardiology. 2017. DOI : 10.1016/j.amjcard.2016.09.043.
J.-M. Vesin; S. Yazdani; L. Mirmohamadsadeghi; N. Bourdillon : 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.
S. Yazdani; N. Bourdillon; G. AltitudeOmics; J.-M. Vesin : Effect of Exercise on Baroreflex at Different Altitudes. 2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
S. Yazdani; N. Bourdillon; G. AltitudeOmics; J.-M. Vesin : Effect of Hypoxia and Hyperoxia on Baroreflex Sensitivity. 2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
S. Yazdani; J.-M. Vesin : A Novel Preprocessing Tool to Enhance ECG R-wave Extraction. 2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.
S. Yazdani; S. Schlatter; S. A. Atyabi; J.-M. Vesin : Identification of Abnormal Heart Sounds. 2016. Computing in Cardiology 2016, Vancouver, British Colombia, Canada, September 11-14, 2016.
A. Luca; S. Yazdani; J.-M. Vesin; G. Conte; A. Auricchio : ECG-derived Markers to Identify Patients Prone to Atrial Fibrillation. 2016. Computing in Cardiology, Vancouver, Canada, 11-14 September, 2016.
L. Mirmohamadsadeghi; A. Yazdani; J.-M. Vesin : 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.
S. Yazdani; J.-M. Vesin : Extraction of QRS fiducial points from the ECG using adaptive mathematical morphology; Digital Signal Processing. 2016. DOI : 10.1016/j.dsp.2016.06.010.
S. Fallet; S. Yazdani; J.-M. Vesin : False arrhythmia alarms reduction in the intensive care unit: a multimodal approach; Physiological Measurement. 2016. DOI : 10.1088/0967-3334/37/8/1217.
S. Yazdani; A. Buttu; E. Pruvot; J.-M. Vesin; P. Pascale : Extracting Atrial Activations from Intracardiac Signals during Atrial Fibrillation using Adaptive Mathematical Morphology. 2015. Computing in Cardiology, Nice, France, September 6-10.
S. Fallet; S. Yazdani; J.-M. Vesin : A Multimodal Approach to Reduce False Arrhythmia Alarms in the Intensive Care Unit. 2015. Computing in Cardiology, Nice, France, September 6-9, 2015.
M. Yazdani; A. Popescu-Belis : Joint Similarity Learning for Predicting Links in Networks with Multiple-type Links. 2015.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : EEG Correlates of Pleasant and Unpleasant Odor Perception; ACM Transactions on Multimedia Computing, Communications and Applications. 2014. DOI : 10.1145/2637287.
S. Yazdani; J.-M. Vesin : Adaptive Mathematical Morphology for QRS Fiducial Points Detection in the ECG. 2014. Computing in Cardiology 2014, Boston, Massachusetts, USA, September 7-10, 2014.
H. Ghasemzadeh; P.-E. Gaillardon; M. Yazdani; G. De Micheli : 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.
M. Yazdani; R. Collobert; A. Popescu-Belis : Learning to Rank on Network Data. 2013. Mining and Learning with Graphs.
M. Yazdani; A. Popescu-Belis : Computing Text Semantic Relatedness using the Contents and Links of a Hypertext Encyclopedia. 2013. International Joint Conference on artificial intelligence.
M. Yazdani; A. Popescu-Belis : Computing text semantic relatedness using the contents and links of a hypertext encyclopedia; Artificial Intelligence. 2013. DOI : 10.1016/j.artint.2012.06.004.
H. Ghasemzadeh Mohammadi; P.-E. Gaillardon; M. Yazdani; G. De Micheli : 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.
M. Yazdani / H. Bourlard; A. Popescu-Belis (Dir.) : Similarity Learning Over Large Collaborative Networks. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5696.
A. Yazdani; E. Skodras; N. Fakotakis; T. Ebrahimi : Multimedia content analysis for emotional characterization of music video clips; The EURASIP Journal on Image and Video Processing. 2013. DOI : 10.1186/1687-5281-2013-26.
A. Yazdani / T. Ebrahimi; J.-M. Vesin (Dir.) : Brain-Computer Interface in Multimedia Systems. Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5508.
S. Yazdani; I. Ivanov; M. Analoui; R. Berangi; T. Ebrahimi : 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.
A. Yazdani; E. Kroupi; J.-M. Vesin; T. Ebrahimi : 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.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : 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.
A. Yazdani; J. S. Lee; J.-M. Vesin; T. Ebrahimi : Affect Recognition Based on Physiological Changes During the Watching of Music Video; ACM Transactions on Interactive Intelligent Systems. 2012.
S. Koelstra; C. Muehl; M. Soleymani; J.-S. Lee; A. Yazdani et al. : DEAP: a database for emotion analysis using physiological signals; IEEE Transactions on Affective Computing. 2012. DOI : 10.1109/T-AFFC.2011.15.
A. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner : 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.
A. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner : A Speech-based Just-in-Time Retrieval System using Semantic Search. 2011.
A. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner : 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.
A. Yazdani; K. Kappeler; T. Ebrahimi : Affective content analysis of music video clip. 2011. ACM Multimedia 2011. p. 7-12.
E. Kroupi; A. Yazdani; T. Ebrahimi : 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.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : 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.
M. Yazdani; A. Popescu-Belis : Using a Wikipedia-based Semantic Relatedness Measure for Document Clustering.. 2011. Graph-based Methods for Natural Language Processing.

Publications 2010

A. Yazdani; J.-M. Vesin; D. Izzo; C. Ampatzis; T. Ebrahimi : 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.
A. Yazdani; J.-M. Vesin; D. Izzo; c. Ampatzis; T. Ebrahimi : IMPLICIT RETRIEVAL OF SALIENT IMAGES USING BRAIN COMPUTER INTERFACE. 2010. 2010 International Conference on Image Processing (ICIP), Hong Kong, September 26-29, 2010.
A. Yazdani; J.-M. Vesin; D. Izzo; C. Ampatzis; T. Ebrahimi : 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.
S. Koelstra; A. Yazdani; M. Soleymani; C. Muehl; J.-S. Lee et al. : 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.

Publication 2009

A. Pourmorteza; S. H. R. Tofighi; A. Roodaki; A. Yazdani; H. Soltanian-Zadeh : Context-Dependent Segmentation of Retinal Blood Vessels Using Hidden Markov Models; Advances in Computer Science and Engineering; Springer-Verlag, 2009.
D. Izzo; L. Rossini; M. Rucinski; C. Ampatzis; G. Healy et al. : 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.
A. Yazdani; J.-S. Lee; T. Ebrahimi : 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.
A. Yazdani; U. Hoffmann; T. Ebrahimi : 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.

Publications 2008

A. Yazdani; A. Roodaki; S. H. Rezatofighi; K. Misaghian; S. K. Setarehdan : 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.
A. Pourmorteza; S. H. R. Tofighi; A. Roodaki; A. Yazdani; H. Soltanian-Zadeh : Context-dependent Segmentation of Retinal Blood Vessels. 2008. 13th International CSI Computer Science, Kish Island, Persian Gulf, Iran, March 9-11, 2008.
U. Hoffmann; J. Naruniec; A. Yazdani; T. Ebrahimi : Face Detection Using Discrete Gabor Jets and a Probabilistic Model of Colored Image Patches; Communications in Computer and Information Science (CCIS series); Springer-Verlag, 2008.
U. Hoffmann; J. Naruniec; A. Yazdani; T. Ebrahimi : 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.
U. Hoffmann; A. Yazdani; J.-M. Vesin; T. Ebrahimi : Bayesian Feature Selection Applied In a P300 Brain- Computer Interface. 2008. 16th European Signal Processing Conference, Lausanne, August 25-29, 2008.

Publications 2007

P. Ataee; A. Yazdani; S. K. Setarehdan; H. Ahmadi Noubari : 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.
A. Yazdani; P. Ataee; S. K. Setarehdan; C. Lucas; B. Nadjar Araabi : 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.
A. Yazdani; P. Ataee; S. K. Setarehdan; H. Ahmadi Noubar : 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.
A. Yazdani; S. K. Setarehdan : 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

U. Hoffmann; J. Vesin; T. Ebrahimi : Spatial filters for the classification of event-related potentials. 2006. European Symposium on Artificial Neural Networks, Bruges, April 26-27-28, 2006.
J. Vesin; U. Hoffmann; T. Ebrahimi : Human-Brain Interface: Signal Processing and Machine Learning; Wiley Encyclopedia of Biomedical Engineering; John Wiley and Sons Ltd, 2006.

Publications 2005

D. Studer; U. Hoffmann; T. Koenig : From EEG Dependency Multichannel Matching Pursuit to Sparse Topographic Decomposition; Journal of Neuroscience Methods. 2006. DOI : 10.1016/j.jneumeth.2005.11.006.
U. Hoffmann; G. Garcia; J. Vesin; K. Diserens; T. Ebrahimi : A Boosting Approach to P300 Detection with Application to Brain-Computer Interfaces. 2005.

Publications 2004

U. Hoffmann; G. Garcia; J. Vesin; T. Ebrahimi : Application of the Evidence Framework to Brain-Computer Interfaces. 2004.
G. Garcia; U. Hoffmann; J. Vesin; T. Ebrahimi : Direct Brain-Computer Communication Through EEG Signals. 2004.
G. N. Garcia Molina / T. Ebrahimi (Dir.) : Direct brain-computer communication through scalp recorded EEG signals. Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-3019.

Publications 2003

G. N. Garcia; T. Ebrahimi; J.-M. Vesin : Human-Computer adaptation for EEG based communication. 2003. IEEE Engineering in Medicine and Biology Conference.
G. Garcia; T. Ebrahimi; J. Vesin; A. Villca Roque : Direct Brain-Computer Communication with User Rewarding Mechanism. 2003. p. 221.
G. Garcia; T. Ebrahimi; J. Vesin : Support Vector EEG Classification in the Fourier and Time-Frequency Correlation. 2003. p. 591-594.
G. Garcia; T. Ebrahimi; J. Vesin : Correlative Exploration of EEG Signals for Direct Brain-Computer Communication. 2003. p. 816-819.
T. Ebrahimi; J. Vesin; G. Garcia : Brain-Computer Interface in Multimedia Communication; IEEE Signal Processing Magazine. 2003. DOI : 10.1109/MSP.2003.1166626.
G. Garcia; T. Ebrahimi; J. Vesin : Joint Time-Frequency-Space Classification of EEG in a Brain Computer Interface Application; Eurasip Journal on Applied Signal Processing - Special issue on Neuromorphical Signal Processing 2003. 2003.

Publications 2002

G. Garcia; T. Ebrahimi; J. Vesin : Classification of EEG Signals in the Ambiguity Domain for Brain-Computer Interface Applications. 2002.
G. Garcia; T. Ebrahimi : Time-Frequency-Space Kernel for Single EEG-Trial Classification. 2002.

Student Project Reports