Archive

Publications 2011

AltitudeOmics: Spontaneous Baroreflex Sensitivity During Acclimatization to 5,260 m: A Comparison of Methods

N. Bourdillon; S. Yazdani; J-M. Vesin; A. W. Subudhi; A. T. Lovering et al. 

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 *

L. Orlandic; E. d. Giovanni; A. Arza; S. Yazdani; J-M. Vesin et al. 

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

A. Arangio; C. Delval; G. Ruggeri; N. Dudani; A. Yazdani et al. 

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

S. Yazdani; A. Cherqui; N. Bourdillon; G. Millet; J-M. Vesin 

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

N. Bourdillon; S. Yazdani; A. Subudhi; A. Lovering; R. Roach et al. 

FRONTIERS IN PHYSIOLOGY. 2018. Vol. 9. DOI : 10.3389/fphys.2018.00767.

Novel Low Complexity Biomedical Signal Processing Techniques for Online Applications

S. Yazdani / J-M. Vesin (Dir.)  

Lausanne, EPFL, 2018. 

Overload blunts baroreflex only in overreached athletes

N. Bourdillon; S. Yazdani; M. Nilchian; A. Mariano; J-M. Vesin et al. 

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

G. Conte; M. L. Caputo; P. Volders; A. Luca; L. Mainardi et al. 

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

S. Yazdani; S. Fallet; J-M. Vesin 

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

A. Luca; S. Yazdani; J-M. Vesin; N. Virag 

2017. Computing in Cardiology, Rennes, France, September 24-27, 2017.

Heart Rhythm Classification using Short-term ECG Atrial and Ventricular Activity Analysis

S. Yazdani; P. Laub; A. Luca; J-M. Vesin 

2017. Computing in Cardiology 2017, Rennes, France, September 24-27, 2017.

Minimal Window Duration for Accurate HRV Recording in Athletes

N. Bourdillon; L. Shmidtt; S. Yazdani; J-M. Vesin; G. Millet 

Frontiers in Neuroscience. 2017. Vol. 456. DOI : 10.3389/fnins.2017.00456.

A Non-linear Filter to Detect Atrial Activation from Intracardiac Electrograms

S. Yazdani; A. Buttu; E. Pruvot; J-M. Vesin; P. Pascale 

2017. European Medical and Biological Engineering Conference, Tampere, Finland,

A Novel Measure of Instantaneous Baroreflex Sensitivity

S. Yazdani; J-M. Vesin; M. Petrovic 

2017. European Medical and Biological Engineering Conference EMBEC-NBC2017, Tampere, Finland,

A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset

E. De Giovanni; A. Aminifar; A. Luca; S. Yazdani; J-M. Vesin et al. 

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

G. Conte; A. Luca; S. Yazdani; M. L. Caputo; F. Regoli et al. 

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

J-M. Vesin; S. Yazdani; L. Mirmohamadsadeghi; N. Bourdillon 

2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.

Effect of Exercise on Baroreflex at Different Altitudes

S. Yazdani; N. Bourdillon; G. AltitudeOmics; J-M. Vesin 

2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.

Effect of Hypoxia and Hyperoxia on Baroreflex Sensitivity

S. Yazdani; N. Bourdillon; G. AltitudeOmics; J-M. Vesin 

2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.

A Novel Preprocessing Tool to Enhance ECG R-wave Extraction

S. Yazdani; J-M. Vesin 

2016. Computing in Cardiology 2016, Vancouver, British Columbia, Canada, September 11-14, 2016.

Identification of Abnormal Heart Sounds

S. Yazdani; S. Schlatter; S. A. Atyabi; J-M. Vesin 

2016. Computing in Cardiology 2016, Vancouver, British Colombia, Canada, September 11-14, 2016.

ECG-derived Markers to Identify Patients Prone to Atrial Fibrillation

A. Luca; S. Yazdani; J-M. Vesin; G. Conte; A. Auricchio 

2016. Computing in Cardiology, Vancouver, Canada, 11-14 September, 2016.

Using Cardio-Respiratory Signals to Recognize Emotions Elicited by Watching Music Video Clips

L. Mirmohamadsadeghi; A. Yazdani; J-M. Vesin 

2016. 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 morphology

S. Yazdani; J-M. Vesin 

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

S. Fallet; S. Yazdani; J-M. Vesin 

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

S. Yazdani; A. Buttu; E. Pruvot; J-M. Vesin; P. Pascale 

2015. Computing in Cardiology, Nice, France, September 6-10.

A Multimodal Approach to Reduce False Arrhythmia Alarms in the Intensive Care Unit

S. Fallet; S. Yazdani; J-M. Vesin 

2015. Computing in Cardiology, Nice, France, September 6-9, 2015.

Joint Similarity Learning for Predicting Links in Networks with Multiple-type Links

M. Yazdani; A. Popescu-Belis 

2015

EEG Correlates of Pleasant and Unpleasant Odor Perception

E. Kroupi; A. Yazdani; J-M. Vesin; T. Ebrahimi 

ACM Transactions on Multimedia Computing, Communications and Applications. 2014. DOI : 10.1145/2637287.

Adaptive Mathematical Morphology for QRS Fiducial Points Detection in the ECG

S. Yazdani; J-M. Vesin 

2014. Computing in Cardiology 2014, Boston, Massachusetts, USA, September 7-10, 2014.

Fast Process Variation Analysis in Nano-Scaled Technologies Using Column-Wise Sparse Parameter Selection

H. Ghasemzadeh; P-E. Gaillardon; M. Yazdani; G. De Micheli 

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

M. Yazdani; R. Collobert; A. Popescu-Belis 

2013. Mining and Learning with Graphs.

Computing Text Semantic Relatedness using the Contents and Links of a Hypertext Encyclopedia

M. Yazdani; A. Popescu-Belis 

2013. International Joint Conference on artificial intelligence.

Computing text semantic relatedness using the contents and links of a hypertext encyclopedia

M. Yazdani; A. Popescu-Belis 

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

H. Ghasemzadeh Mohammadi; P-E. Gaillardon; M. Yazdani; G. De Micheli 

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

M. Yazdani / H. Bourlard; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2013. 

Multimedia content analysis for emotional characterization of music video clips

A. Yazdani; E. Skodras; N. Fakotakis; T. Ebrahimi 

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

A. Yazdani / T. Ebrahimi; J-M. Vesin (Dir.)  

Lausanne, EPFL, 2012. 

Spam Fighting in Social Tagging Systems

S. Yazdani; I. Ivanov; M. Analoui; R. Berangi; T. Ebrahimi 

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

A. Yazdani; E. Kroupi; J-M. Vesin; T. Ebrahimi 

2012. 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 Perception

E. Kroupi; A. Yazdani; J-M. Vesin; T. Ebrahimi 

2012. 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 Video

A. Yazdani; J. S. Lee; J-M. Vesin; T. Ebrahimi 

ACM Transactions on Interactive Intelligent Systems. 2012. Vol. 2, num. 1, p. 1-26.

DEAP: a database for emotion analysis using physiological signals

S. Koelstra; C. Muehl; M. Soleymani; J-S. Lee; A. Yazdani et al. 

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

A. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner 

2011. 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. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner 

2011

A Just-in-Time Document Retrieval System for Dialogues or Monologues

A. Popescu-Belis; M. Yazdani; A. Nanchen; P. N. Garner 

2011. SIGDIAL 2011 (12th annual SIGDIAL Meeting on Discourse and Dialogue), Demonstration Session, Portland, OR,

Affective content analysis of music video clip

A. Yazdani; K. Kappeler; T. Ebrahimi 

2011. ACM Multimedia 2011. p. 7-12.

EEG correlates of different emotional states elicited during watching music videos

E. Kroupi; A. Yazdani; T. Ebrahimi 

2011. 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.

E. Kroupi; A. Yazdani; J-M. Vesin; T. Ebrahimi 

2011. 19th European Signal Processing Conference, Barcelona, Spain, August 29- September 2, 2011.

Using a Wikipedia-based Semantic Relatedness Measure for Document Clustering.

M. Yazdani; A. Popescu-Belis 

2011. Graph-based Methods for Natural Language Processing.

Publications 2010

Implicit Retrieval Of Salient Images Using Brain Computer Interface

A. Yazdani; J-M. Vesin; D. Izzo; C. Ampatzis; T. Ebrahimi 

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

A. Yazdani; J-M. Vesin; D. Izzo; C. Ampatzis; T. Ebrahimi 

2010. 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 videos

S. Koelstra; A. Yazdani; M. Soleymani; C. Muehl; J-S. Lee et al. 

2010. International Conference on Brain Informatics, Toronto, Canada, August 28-30.

Publications 2009

Context-Dependent Segmentation of Retinal Blood Vessels Using Hidden Markov Models

A. Pourmorteza; S. H. R. Tofighi; A. Roodaki; A. Yazdani; H. Soltanian-Zadeh 

Advances in Computer Science and Engineering; Springer-Verlag, 2009.

Curiosity Cloning: Neural Analysis of Scientific Knowledge

D. Izzo; L. Rossini; M. Rucinski; C. Ampatzis; G. Healy et al. 

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

A. Yazdani; J-S. Lee; T. Ebrahimi 

2009. 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 Classifier

A. Yazdani; U. Hoffmann; T. Ebrahimi 

2009. The 4th International IEEE EMBS Conference on Neural Engineering, Antalya, April 29- May 2, 2009. p. 327-330.

Publications 2008

Fisher linear discriminant based person identification using visual evoked potentials

A. Yazdani; A. Roodaki; S. H. Rezatofighi; K. Misaghian; S. K. Setarehdan 

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

A. Pourmorteza; S. H. R. Tofighi; A. Roodaki; A. Yazdani; H. Soltanian-Zadeh 

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

U. Hoffmann; J. Naruniec; A. Yazdani; T. Ebrahimi 

Communications in Computer and Information Science (CCIS series); Springer-Verlag, 2008.

Face Detection Using Discrete Gabor Jets And Color Information

U. Hoffmann; J. Naruniec; A. Yazdani; T. Ebrahimi 

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

U. Hoffmann; A. Yazdani; J-M. Vesin; T. Ebrahimi 

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

P. Ataee; A. Yazdani; S. K. Setarehdan; H. Ahmadi Noubari 

2007. 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 Electroencephalograms

A. Yazdani; P. Ataee; S. K. Setarehdan; C. Lucas; B. Nadjar Araabi 

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

A. Yazdani; P. Ataee; S. K. Setarehdan; H. Ahmadi Noubar 

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

A. Yazdani; S. K. Setarehdan 

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

U. Hoffmann; J. Vesin; T. Ebrahimi 

2006. European Symposium on Artificial Neural Networks, Bruges, April 26-27-28, 2006.

Human-Brain Interface: Signal Processing and Machine Learning

J. Vesin; U. Hoffmann; T. Ebrahimi 

Wiley Encyclopedia of Biomedical Engineering; John Wiley and Sons Ltd, 2006.

Publications 2005

From EEG Dependency Multichannel Matching Pursuit to Sparse Topographic Decomposition

D. Studer; U. Hoffmann; T. Koenig 

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

U. Hoffmann; G. Garcia; J. Vesin; K. Diserens; T. Ebrahimi 

2005. 

Publications 2004

Application of the Evidence Framework to Brain-Computer Interfaces

U. Hoffmann; G. Garcia; J. Vesin; T. Ebrahimi 

2004. 

Direct Brain-Computer Communication Through EEG Signals

G. Garcia; U. Hoffmann; J. Vesin; T. Ebrahimi 

2004

Direct brain-computer communication through scalp recorded EEG signals

G. N. Garcia Molina / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2004. 

Publications 2003

Human-Computer adaptation for EEG based communication

G. N. Garcia; T. Ebrahimi; J-M. Vesin 

2003. IEEE Engineering in Medicine and Biology Conference.

Direct Brain-Computer Communication with User Rewarding Mechanism

G. Garcia; T. Ebrahimi; J. Vesin; A. Villca Roque 

2003.  p. 221.

Support Vector EEG Classification in the Fourier and Time-Frequency Correlation

G. Garcia; T. Ebrahimi; J. Vesin 

2003.  p. 591-594.

Correlative Exploration of EEG Signals for Direct Brain-Computer Communication

G. Garcia; T. Ebrahimi; J. Vesin 

2003.  p. 816-819.

Brain-Computer Interface in Multimedia Communication

T. Ebrahimi; J. Vesin; G. Garcia 

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

G. Garcia; T. Ebrahimi; J. Vesin 

Eurasip Journal on Applied Signal Processing – Special issue on Neuromorphical Signal Processing 2003. 2003. num. 7, p. 713-729.

Publications 2002

Classification of EEG Signals in the Ambiguity Domain for Brain-Computer Interface Applications

G. Garcia; T. Ebrahimi; J. Vesin 

2002. 

Time-Frequency-Space Kernel for Single EEG-Trial Classification

G. Garcia; T. Ebrahimi 

2002. 

Student Project Reports

Miscellaneous