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Journal Articles
- 2024
[j33]Amal Kammoun
, Philippe Ravier, Olivier Buttelli:
Impact of PCA Pre-Normalization Methods on Ground Reaction Force Estimation Accuracy. Sensors 24(4): 1137 (2024)- [j32]Amal Kammoun, Philippe Ravier, Olivier Buttelli:
Comparison of the Accuracy of Ground Reaction Force Component Estimation between Supervised Machine Learning and Deep Learning Methods Using Pressure Insoles. Sensors 24(16): 5318 (2024) - [j31]Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Tensor decomposition meets blind source separation. Signal Process. 221: 109483 (2024) - 2023
- [j30]Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier:
Feature selection algorithms highlight the importance of the systolic segment for normal/murmur PCG beat classification. Biomed. Signal Process. Control. 86(Part C): 105288 (2023) - [j29]Mohamad Nour, Jean-Charles Le Bunetel, Philippe Ravier, Yves Raingeaud:
Data Augmentation Strategies for High-Frequency NILM Datasets. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - 2022
- [j28]Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
On the Genuine Relevance of the Data-Driven Signal Decomposition-Based Multiscale Permutation Entropy. Entropy 24(10): 1343 (2022) - 2021
- [j27]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Improvement of Statistical Performance of Ordinal Multiscale Entropy Techniques Using Refined Composite Downsampling Permutation Entropy. Entropy 23(1): 30 (2021) - [j26]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
The Impact of Linear Filter Preprocessing in the Interpretation of Permutation Entropy. Entropy 23(7): 787 (2021) - [j25]Philippe Ravier, Antonio Dávalos, Meryem Jabloun, Olivier Buttelli:
The Refined Composite Downsampling Permutation Entropy Is a Relevant Tool in the Muscle Fatigue Study Using sEMG Signals. Entropy 23(12): 1655 (2021) - [j24]Abdenour Hacine-Gharbi, Philippe Ravier:
On the optimal number estimation of selected features using joint histogram based mutual information for speech emotion recognition. J. King Saud Univ. Comput. Inf. Sci. 33(9): 1074-1083 (2021) - 2020
- [j23]Abdenour Hacine-Gharbi, Philippe Ravier, Mohamed Nait Meziane:
Relevant harmonics selection based on mutual information for electrical appliances identification. Int. J. Comput. Appl. Technol. 62(2): 102-115 (2020) - 2019
- [j22]Fateh Ghazali, Abdenour Hacine-Gharbi, Philippe Ravier, Tayeb Mohamadi:
Extraction and selection of statistical harmonics features for electrical appliances identification using k-NN classifier combined with voting rules method. Turkish J. Electr. Eng. Comput. Sci. 27(4): 2980-2997 (2019) - [j21]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
On the Statistical Properties of Multiscale Permutation Entropy: Characterization of the Estimator's Variance. Entropy 21(5): 450 (2019) - [j20]Ahlem Adjimi, Abdenour Hacine-Gharbi, Philippe Ravier, Messaoud Mostefai:
Mutual Information Based Feature Selection for Fingerprint Identification. Informatica (Slovenia) 43(2) (2019) - [j19]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Improved order-statistics-based noise power estimator. Signal Process. 164: 202-205 (2019) - 2018
- [j18]Mohamed Daoud, Philippe Ravier, Olivier Buttelli:
Use of cardiorespiratory coherence to separate spectral bands of the heart rate variability. Biomed. Signal Process. Control. 46: 260-267 (2018) - [j17]Abdenour Hacine-Gharbi, Philippe Ravier:
A binning formula of bi-histogram for joint entropy estimation using mean square error minimization. Pattern Recognit. Lett. 101: 21-28 (2018) - [j16]Amadou Assoumane, Edgar Sekko, Jérôme Antoni, Philippe Ravier:
Bearing Signal Enhancement Using Taylor-H∞ Estimator Under Variable Speed Condition. IEEE Trans. Instrum. Meas. 67(11): 2538-2547 (2018) - 2017
- [j15]Ahlem Adjimi, Abdenour Hacine-Gharbi, Philippe Ravier, Messaoud Mostefai:
Extraction and selection of binarised statistical image features for fingerprint recognition. Int. J. Biom. 9(1): 67-80 (2017) - [j14]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Minimum error rate detection: An adaptive bayesian approach. Signal Process. 140: 1-11 (2017) - 2016
- [j13]Mohamed Lamine Talbi, Philippe Ravier:
Detection of PVC in ECG signals using fractional linear prediction. Biomed. Signal Process. Control. 23: 42-51 (2016) - 2015
- [j12]Philippe Ravier, Dario Farina, Olivier Buttelli:
Time-varying delay estimators for measuring muscle fiber conduction velocity from the surface electromyogram. Biomed. Signal Process. Control. 22: 126-134 (2015) - [j11]Abdelbassit Boualem, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Legendre polynomial modeling of time-varying delay applied to surface EMG signals - Derivation of the appropriate time-dependent CRBs. Signal Process. 114: 34-44 (2015) - 2013
- [j10]Meryem Jabloun, Philippe Ravier, Olivier Buttelli, Roger Lédée, Rachid Harba, Long-Dang Nguyen:
A generating model of realistic synthetic heart sounds for performance assessment of phonocardiogram processing algorithms. Biomed. Signal Process. Control. 8(5): 455-465 (2013) - [j9]Mohamed Daoud, Philippe Ravier, Rachid Harba, Meryem Jabloun, Benabdellah Yagoubi, Olivier Buttelli:
HRV spectral estimation based on constrained Gaussian modeling in the nonstationary case. Biomed. Signal Process. Control. 8(6): 483-490 (2013) - [j8]Abdenour Hacine-Gharbi, Mohamed A. Deriche, Philippe Ravier, Rachid Harba, Tayeb Mohamadi:
A new histogram-based estimation technique of entropy and mutual information using mean squared error minimization. Comput. Electr. Eng. 39(3): 918-933 (2013) - 2012
- [j7]Abdenour Hacine-Gharbi, Philippe Ravier, Rachid Harba, Tayeb Mohamadi:
Low bias histogram-based estimation of mutual information for feature selection. Pattern Recognit. Lett. 33(10): 1302-1308 (2012) - 2011
- [j6]Guy Lamarque, Philippe Ravier, Cedric Dumez-Viou:
A New Concept of Virtual Patient for Real-Time ECG Analyzers. IEEE Trans. Instrum. Meas. 60(3): 939-946 (2011) - [j5]Khaled Rouabah, Djamel Chikouche, F. Bouttout, Rachid Harba, Philippe Ravier:
GPS/Galileo Multipath Mitigation Using the First Side Peak of Double Delta Correlator. Wirel. Pers. Commun. 60(2): 321-333 (2011) - 2009
- [j4]Vincent Guillet, Guy Lamarque, Philippe Ravier, Christophe Léger:
Improving the Power Line Communication Signal-to-Noise Ratio During a Resistive Load Commutation. J. Commun. 4(2): 126-132 (2009) - 2007
- [j3]Philippe Ravier, Frédéric Leclerc, Cedric Dumez-Viou, Guy Lamarque:
Redefining Performance Evaluation Tools for Real-Time QRS Complex Classification Systems. IEEE Trans. Biomed. Eng. 54(9): 1706-1710 (2007) - 2001
- [j2]Philippe Ravier, Pierre-Olivier Amblard:
Wavelet packets and de-noising based on higher-order-statistics for transient detection. Signal Process. 81(9): 1909-1926 (2001) - 1998
- [j1]Philippe Ravier, Pierre-Olivier Amblard:
Combining an adapted wavelet analysis with fourth-order statistics for transient detection. Signal Process. 70(2): 115-128 (1998)
Conference and Workshop Papers
- 2024
- [c54]Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Joint INDSCAL Decomposition Meets Blind Source Separation. ICASSP 2024: 5570-5574 - [c53]Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Tensorial Convolutive Blind Source Separation. ICASSP 2024: 5575-5579 - [c52]Fateh Ghazali, Abdenour Hacine-Gharbi, Khaled Rouabah, Philippe Ravier:
Performance Evaluation of the Electrical Appliances Identification System Using the PLAID Database in Independent Mode of House. ICPRAM 2024: 880-885 - [c51]Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier, Messaoud Mostefai:
Relevant Multi Domain Features Selection Based on Mutual Information for Heart Sound Classification. ICPRAM 2024: 918-923 - [c50]Hichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli:
Surface EMG Signal Segmentation and Classification for Parkinson's Disease Based on HMM Modelling. ICPRAM 2024: 930-938 - 2023
- [c49]Van-Hieu Nguyen, Gia-Thien Luu, Thien Van Luong, Mai Xuan Trang, Philippe Ravier, Olivier Buttelli:
After-Fatigue Condition: A Novel Analysis Based on Surface EMG Signals. APSIPA ASC 2023: 272-277 - [c48]Zuokun Ouyang, Meryem Jabloun, Philippe Ravier:
STLformer: Exploit STL Decomposition and Rank Correlation for Time Series Forecasting. EUSIPCO 2023: 1405-1409 - [c47]Zuokun Ouyang, Meryem Jabloun, Philippe Ravier:
Rankformer: Leveraging Rank Correlation for Transformer-based Time Series Forecasting. SSP 2023: 85-89 - [c46]Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Improving of the interpretation of linear filtering preprocessing-based multiscale permutation entropy. SSP 2023: 190-194 - [c45]Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli:
A Novel Tensor Tracking Algorithm for Block-Term Decomposition of Streaming Tensors. SSP 2023: 571-575 - 2022
- [c44]Zuokun Ouyang, Philippe Ravier, Meryem Jabloun:
Are Deep Learning Models Practically Good as Promised? A Strategic Comparison of Deep Learning Models for Time Series Forecasting. EUSIPCO 2022: 1477-1481 - [c43]Asma Bougrine, Philippe Ravier, Abdenour Hacine-Gharbi, Hanane Ouachour:
LSTM Network based on Prosodic Features for the Classification of Injunction in French Oral Utterances. ICPRAM 2022: 730-736 - 2021
- [c42]Hichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli:
Surface EMG Signal Classification for Parkinson's Disease using WCC Descriptor and ANN Classifier. ICPRAM 2021: 287-294 - [c41]Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier:
Discrete Wavelet based Features for PCG Signal Classification using Hidden Markov Models. ICPRAM 2021: 334-340 - 2020
- [c40]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
On the Deterministic Estimaton of Multiscale Permutation Entropy of High-Order Autoregressive-Moving-Average Processes as a Function of ARMA Parameters. EUSIPCO 2020: 2225-2229 - [c39]Abdenour Hacine-Gharbi, Philippe Ravier:
Automatic Classification of French Spontaneous Oral Speech into Injunction and No-injunction Classes. ICPRAM 2020: 638-644 - 2019
- [c38]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Multiscale Permutation Entropy: Statistical Characterization on Autoregressive and Moving Average Processes. EUSIPCO 2019: 1-5 - 2018
- [c37]Antonio Dávalos, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Theoretical Study of Multiscale Permutation Entropy on Finite-Length Fractional Gaussian Noise. EUSIPCO 2018: 1087-1091 - [c36]Abdenour Hacine-Gharbi, Philippe Ravier:
Wavelet Cepstral Coefficients for Electrical Appliances Identification using Hidden Markov Models. ICPRAM 2018: 541-549 - [c35]Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
On The Statistical Properties Of The Generalized Discrete Teager-Kaiser Energy Operator Applied To Uniformly Distributed Random Signals. SSP 2018: 388-392 - 2017
- [c34]Amadou Assoumane, Philippe Ravier, Cécile Capdessus, Edgar Sekko:
H∞ estimator for gearbox diagnosis in variable speed conditions. EUSIPCO 2017: 176-180 - [c33]Mohamed Nait Meziane, Philippe Ravier, Guy Lamarque, Jean-Charles Le Bunetel, Yves Raingeaud:
High accuracy event detection for Non-Intrusive Load Monitoring. ICASSP 2017: 2452-2456 - [c32]Gia-Thien Luu, Abdelbassit Boualem, Philippe Ravier, Olivier Buttelli:
An Effective Time Varying Delay Estimator Applied to Surface Electromyographic Signals. ICCASA/ICTCC 2017: 214-225 - [c31]Mohamed Nait Meziane, Abdenour Hacine-Gharbi, Philippe Ravier, Guy Lamarque, Jean-Charles Le Bunetel, Yves Raingeaud:
Electrical Appliances Identification and Clustering using Novel Turn-on Transient Features. ICPRAM 2017: 647-654 - [c30]Abdenour Hacine-Gharbi, Philippe Ravier, François Némo:
Local and Global Feature Selection for Prosodic Classification of the Word's Uses. ICPRAM 2017: 711-717 - 2016
- [c29]Amal Naseem, Meryem Jabloun, Olivier Buttelli, Philippe Ravier:
Detection of sEMG muscle activation intervals using Gaussian Mixture Model and Ant Colony Classifier. EUSIPCO 2016: 1713-1717 - [c28]Philippe Ravier, Meryem Jabloun, Mohamed Lamine Talbi, Ross Parry, Elodie Lalo, Olivier Buttelli:
Characterizing Parkinson's desease using EMG fractional linear prediction. EUSIPCO 2016: 1723-1727 - [c27]Abdelouahab Boudjellal, V. D. Nguyen, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
On the impact of signals time-frequency sparsity on the localization performance. EUSIPCO 2016: 1941-1945 - [c26]Amal Naseem, Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Muscular activation intervals detection using gaussian mixture model GMM applied to sEMG signals. HealthCom 2016: 1-5 - [c25]Mohamed Nait Meziane, Abdenour Hacine-Gharbi, Philippe Ravier, Guy Lamarque, Jean-Charles Le Bunetel, Yves Raingeaud:
HMM-based Transient and Steady-state Current Signals Modeling for Electrical Appliances Identification. ICPRAM 2016: 670-677 - 2015
- [c24]Mohamed Nait Meziane, Philippe Ravier, Guy Lamarque, Karim Abed-Meraim, Jean-Charles Le Bunetel, Yves Raingeaud:
Modeling and estimation of transient current signals. EUSIPCO 2015: 1960-1964 - [c23]Abdelbassit Boualem, Meryem Jabloun, Philippe Ravier, Marie Naiim, Alain Jalocha:
Cramér-Rao bounds for particle size distribution estimation from multiangle dynamic light scattering. EUSIPCO 2015: 2221-2225 - [c22]Abdenour Hacine-Gharbi, Mélanie Petit, Philippe Ravier, François Némo:
Prosody based Automatic Classification of the Uses of French ‘Oui' as Convinced or Unconvinced Uses. ICPRAM (2) 2015: 349-354 - [c21]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Signal Side Information Impact on the Statistical Resolution Limit. WSA 2015: 1-5 - 2014
- [c20]Julien Roussel, Michel Haritopoulos, Philippe Ravier, Olivier Buttelli:
A new cyclostationarity-based blind approach for motor unit's firing rate automated detection in electromyographic signals. BHI 2014: 656-659 - [c19]Abdelbassit Boualem, Meryem Jabloun, Philippe Ravier, Marie Naiim, Alain Jalocha:
A reversible jump MCMC algorithm for Particle Size inversion in Multiangle Dynamic Light Scattering. EUSIPCO 2014: 1327-1331 - [c18]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Informed separation of dependent sources using joint matrix decomposition. EUSIPCO 2014: 1945-1949 - [c17]Abdenour Hacine-Gharbi, Philippe Ravier:
On the Bin Number Choice of Joint Histogram Estimation Applied to Mutual Information based Face Recognition. ICPRAM 2014: 777-782 - [c16]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Adaptive Constant Modulus Algorithm based oncomplex Givens rotations. SSP 2014: 165-168 - [c15]Abdelouahab Boudjellal, Karim Abed-Meraim, Abdeldjalil Aïssa-El-Bey, Adel Belouchrani, Philippe Ravier:
Sparsity-based algorithms for blind separation of convolutive mixtures with application to EMG signals. SSP 2014: 189-192 - [c14]Abdelbassit Boualem, Meryem Jabloun, Philippe Ravier, Marie Naiim, A. Mocha:
An improved Bayesian inversion method for the estimation of multimodal particle size distributions using multiangle Dynamic Light Scattering measurements. SSP 2014: 360-363 - 2013
- [c13]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
Sliding window adaptive Constant Modulus Algorithm based on complex Hyperbolic Givens rotations. EUSIPCO 2013: 1-5 - [c12]Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Theoretical insights into the Phase Rectified Averaging method and application to HRV analysis. EUSIPCO 2013: 1-5 - [c11]Julien Roussel, Michel Haritopoulos, Philippe Ravier, Olivier Buttelli:
Cyclostationary analysis of electromyographic signals. EUSIPCO 2013: 1-5 - [c10]Abdelouahab Boudjellal, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier:
A new methodology for optimal delay detection in mobile localization context. ICASSP 2013: 6357-6361 - 2011
- [c9]Christophe Segalen, Meryem Jabloun, Philippe Ravier, Rachid Harba, Roger Lédée, Long-Dang Nguyen:
On the separation of heart sound components using a translated empirical mode decomposition. ISABEL 2011: 51:1-51:5 - [c8]Philippe Ravier, Gia-Thien Luu, Meryem Jabloun, Olivier Buttelli:
Do the generalized correlation methods improve time delay estimation of the muscle fiber conduction velocity? ISABEL 2011: 181:1-181:5 - 2010
- [c7]Meryem Jabloun, Philippe Ravier, Olivier Buttelli:
Phase-rectified signal averaging method applied to heart rate variability signals for assessment of the changes in sympathovagal balance during rest and tilt. EUSIPCO 2010: 914-918 - [c6]Mohamed Lamine Talbi, Abdelfateh Charef, Philippe Ravier:
Arrhythmias classification using the fractal behavior of the power spectrum density of the QRS complex and ANN. HPCS 2010: 399-404 - 2008
- [c5]Frédéric Leclerc, Philippe Ravier, Dario Farina, J.-C. Jouanin, Olivier Buttelli:
Time-varying delay estimation with application to electromyography. EUSIPCO 2008: 1-5 - 2007
- [c4]Rodolphe Weber, Philippe Zarka, V. B. Ryabov, Rym Feliachi, J. M. Griebmeier, Laurent Denis, R. V. Kozhyn, V. V. Vinogradov, Philippe Ravier:
Data preprocessing for decametre wavelength exoplanet detection: An example of cyclostationary RFI detector. EUSIPCO 2007: 2459-2463 - [c3]Frédéric Leclerc, Philippe Ravier, Olivier Buttelli, J.-C. Jouanin:
Comparison of three time-varying delay estimators with application to electromyography. EUSIPCO 2007: 2499-2503 - 2005
- [c2]Philippe Ravier, Cedric Dumez-Viou:
Robust mean estimation for real-time blanking in radioastronomy. EUSIPCO 2005: 1-4 - 2004
- [c1]Philippe Ravier, Olivier Buttelli:
Robust detection of QRS complex using klauder wavelets. EUSIPCO 2004: 2199-2202
Informal and Other Publications
- 2016
- [i1]Thomas Picon, Mohamed Nait Meziane, Philippe Ravier, Guy Lamarque, Clarisse Novello, Jean-Charles Le Bunetel, Yves Raingeaud:
COOLL: Controlled On/Off Loads Library, a Public Dataset of High-Sampled Electrical Signals for Appliance Identification. CoRR abs/1611.05803 (2016)
Coauthor Index
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