SVD-ICA: A new tool to enhance the separation between signal and noise subspaces. - Valeriu D. Vrabie; Jérôme I. Mars (EUSIPCO, 2002)

Modified singular value decomposition by means of independent component analysis. - Valeriu D. Vrabie; Jérôme I. Mars; Jean-Louis Lacoume (Signal Process., 2004)

About importance of positivity constraint for source separation in fluorescence spectroscopy. - Cyril Gobinet; Abdelkamel Elhafid; Valeriu Vrabie; Régis Huez; Danielle Nuzillard (EUSIPCO, 2005)

Independent component analysis of Raman spectra: Application on paraffin-embedded skin biopsies. - Valeriu Vrabie; Cyril Gobinet; Olivier Piot; Ali Tfayli; Philippe Bernard; Régis Huez; Michel Manfait (Biomed. Signal Process. Control., 2007)

Effects of digital dewaxing methods on K-means-clusterized IR images collected on formalin-fixed paraffin-embedded samples of skin carcinoma. - David Sebiskveradze; Cyril Gobinet; Elodie Ly; Michel Manfait; Pierre Jeannesson; Michel Herbin; Olivier Piot; Valeriu Vrabie (BIBE, 2008)

Biometric System Based on Voice Recognition Using Multiclassifiers. - Mohamed Chenafa; Dan Istrate; Valeriu Vrabie; Michel Herbin (BIOID, 2008)

Speaker Recognition using Decision Fusion. - Mohamed Chenafa; Dan Istrate; Valeriu Vrabie; Michel Herbin (BIOSIGNALS (1), 2008)

Comparative Study of Blind Source Separation Methods for Raman Spectra - Application on Numerical Dewaxing of Cutaneous Biopsies. - Valeriu Vrabie; Cyril Gobinet; Michel Herbin; Michel Manfait (BIOSIGNALS (2), 2008)

Digital dewaxing of Raman spectral images of paraffin-embedded human skin biopsies based on ICA and NCLS. - Cyril Gobinet; David Sebiskveradze; Valeriu Vrabie; Ali Tfayli; Olivier Piot; Michel Manfait (EUSIPCO, 2008)

A least square approach for bidimensional source separation using higher order statistics criteria. - Amir Ali Khan; Valeriu Vrabie; Jérôme I. Mars; Alexandre Girard (EUSIPCO, 2008)

Adaptive-neighborhood best mean rank vector filter for impulsive noise removal. - Mihai Ciuc; Valeriu Vrabie; Michel Herbin; Constantin Vertan; Philippe Vautrot (ICIP, 2008)

From preprocessing to fuzzy classification of IR images of paraffin embedded cancerous skin samples. - David Sebiskveradze; Elodie Ly; Cyril Gobinet; Olivier Piot; Michel Manfait; Pierre Jeannesson; Valeriu Vrabie (WHISPERS, 2009)

Preprocessing Methods of Raman Spectra for Source Extraction on Biomedical Samples: Application on Paraffin-Embedded Skin Biopsies. - Cyril Gobinet; Valeriu Vrabie; Michel Manfait; Olivier Piot (IEEE Trans. Biomed. Eng., 2009)

Fusion de décision pour contrôle d'accès par la voix. - Dan Istrate; N. Florin Iancu; Mohamed Chenafa; Valeriu Vrabie (Ingénierie des Systèmes d Inf., 2010)

Automatic Monitoring System for Singularity Detection in Dikes By DTS Data Measurement. - Amir Ali Khan; Valeriu Vrabie; Jérôme I. Mars; Alexandre Girard; Guy D'Urso (IEEE Trans. Instrum. Meas., 2010)

FCM parameter estimation methods: Application to infrared spectral histology of human skin cancers. - T. Happillon; David Sebiskveradze; Valeriu Vrabie; Olivier Piot; Pierre Jeannesson; Michel Manfait; Cyril Gobinet (EUSIPCO, 2012)

Active IR thermography processing based on Higher Order Statistics for nondestructive evaluation. - Valeriu Vrabie; Eric Perrin; Jean-Luc Bodnar; Kamel Mouhoubi; Vincent Detalle (EUSIPCO, 2012)

Source separation and distributed sensing: The key for an efficient monitoring. - Jérôme I. Mars; Edouard Buchoud; Valeriu D. Vrabie; Amir Ali Khan; Sylvain Blairon; Guy D'Urso (CAMSAP, 2013)

Nonnegative unmixing methodology applied on Brillouin Optical Fiber Sensor. - Edouard Buchoud; Valeriu Vrabie; Jérôme I. Mars; Alexandre Girard; Guy D'Urso; Sylvain Blairon; Jean-Marie Henault (EUSIPCO, 2013)

Optimal preprocessing of Mid InfraRed spectra. Application to classification of lignocellulosic biomass: maize roots and miscanthus internodes. - Abbas Rammal; Eric Perrin; Brigitte Chabbert; Isabelle Bertrand; Georgiana Mihai; Valeriu Vrabie (MDA, 2013)

Enhancement of an Optical Fiber Sensor: Source Separation Based on Brillouin Spectrum. - Edouard Buchoud; Valeriu D. Vrabie; Jérôme I. Mars; Guy D'Urso; Alexandre Girard; Sylvain Blairon; Jean-Marie Henault (IEEE Access, 2013)

Features' selection based on weighted distance minimization, application to biodegradation process evaluation. - Abbas Rammal; H. Fenniri; Alban Goupil; Brigitte Chabbert; Isabelle Bertrand; Valeriu Vrabie (EUSIPCO, 2015)

Wavelet subspace decomposition of thermal infrared images for defect detection in artworks. - Muhammad Zubair Ahmad; Amir Ali Khan; Sihem Mezghani; Eric Perrin; Kamel Mouhoubi; Jean-Luc Bodnar; Valeriu Vrabie (CoRR, 2015)

Quantification of Submillimeter Displacements by Distributed Optical Fiber Sensors. - Edouard Buchoud; Valeriu Vrabie; Jérôme I. Mars; Guy D'Urso; Alexandre Girard; Sylvain Blairon; Jean-Marie Henault (IEEE Trans. Instrum. Meas., 2016)

Persistent homology for object segmentation in multidimensional grayscale images. - Rabih Assaf; Alban Goupil; Valeriu Vrabie; Thomas Boudier; Mohammad Kacim (Pattern Recognit. Lett., 2018)

Kurtosis-based connected components method for detecting small and transparent foreign objects in semiopaque bottles. - Djallel Belhadj; Danielle A. Nuzillard; Valeriu Vrabie; Madjid Haddad (J. Electronic Imaging, 2020)

2D+t track detection via relative persistent homology. - Rabih Assaf; Alban Goupil; Abbas Rammal; Valeriu Vrabie; Mohammad Kacim (Int. J. Imaging Syst. Technol., 2021)

Grafting Heterogeneous Neural Networks for a Hierarchical Object Classification. - Guillaume Heller; Eric Perrin; Valeriu Vrabie; Cedric Dusart; Solen Le Roux (IEEE Access, 2022)

Machine learning techniques on homological persistence features for prostate cancer diagnosis. - Abbas Rammal; Rabih Assaf; Alban Goupil; Mohammad Kacim; Valeriu Vrabie (BMC Bioinform., 2022)

Recurrent Variational Information Bottleneck for Time Series Trend Prediction. - Sung-Hyuk Pang; Alban Goupil; Valeriu Vrabie; Loïc Kolodziejczak (ITW, 2023)

Multisource neural network feature map fusion: An efficient strategy to detect plant diseases. - Guillaume Heller; Eric Perrin; Valeriu Vrabie; Cedric Dusart; Marie-Laure Panon; Marie Loyaux; Solen Le Roux (Intell. Syst. Appl., 2023)

A bottom-up approach to select constrained spectral bands discriminating vine diseases. - Shurong Zhang; Alban Goupil; Valeriu Vrabie; Eric Perrin; Marie-Laure Panon (FedCSIS, 2024)

Multispectral Band Selection Using Correlation Explanation for Identification of Discriminative Bands Related to Grapevine Diseases. - Shurong Zhang; Alban Goupil; Valeriu Vrabie; Eric Perrin; Marie-Laure Panon (ITW, 2024)

Adaptive L1 Regularization for Neural Network-Based Symbolic Regression. - Xavier Leresche; Alban Goupil; Valeriu Vrabie; Loïc Kolodziejczak (CEC, 2025)