sample of publications

• articles 

  • Graph-signal reconstruction and blind deconvolution for structured inputs.  SIGNAL PROCESSING.  188. 2021
  • Assessment of Variability in Irregularly Sampled Time Series: Applications to Mental Healthcare.  Mathematics.  9 (1):1-18. 2021
  • Scale-invariant subspace detectors based on first- and second-order statistical models.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  68:6432-6443. 2020
  • Two-channel passive detection of cyclostationary signals.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  68:2340-2355. 2020
  • Multi-channel factor analysis with common and unique factors.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  68:113-126. 2020
  • Subspace averaging and order determination for source enumeration.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  67:3028-3041. 2019
  • Assessment of e-Social Activity in Psychiatric Patients.  IEEE Journal of Biomedical and Health Informatics.  23:2247-2256. 2019
  • Source enumeration in the presence of colored noise.  IEEE SIGNAL PROCESSING LETTERS.  6:475-479. 2019
  • Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study.  JMIR mHealth and uHealth.  6. 2018
  • Testing Equality of Multiple Power Spectral Density Matrices.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  66:6268-6280. 2018
  • Joint Detection of Almost-Cyclostationary Signals and Estimation of Their Cycle Period.  IEEE SIGNAL PROCESSING LETTERS.  2018
  • LMPIT-Inspired Tests for Detecting a Cyclostationary Signal in Noise With Spatio-Temporal Structure.  IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS.  17:6321-6334. 2018
  • Canonical correlation analysis of high-dimensional data with very small sample support.  SIGNAL PROCESSING.  128:449-458. 2016
  • Detection of multivariate cyclostationarity.  IEEE TRANSACTIONS ON SIGNAL PROCESSING.  63:5395-5408. 2015

• conference contributions 

  • A general test for the linear structure of covariance matrices of Gaussian populations.  5365-5369. 2020
  • Continual learning for infinite hierarchical change-point detection.  3582-3586. 2020
  • Modeling phone call durations via switching Poisson processes with applications in mental health.  1-6. 2020
  • Mixtures of heterogeneous Poisson processes for the assessment of e-social activity in mental health.  1-6. 2019
  • Two-channel passive detection exploiting cyclostationarity.  1-5. 2019
  • Two-channel passive detection of cyclostationary signals in noise with spatio-temporal structure.  1333-1337. 2019
  • An alternating optimization algorithm for two-channel factor analysis with common and uncommon factors.  1743-1747. 2018
  • Demixing and blind deconvolution of graph-diffused sparse signals.  4189-4193. 2018
  • Locally optimal invariant detector for testing equality of two power spectral densities.  3929-3923. 2018
  • Model-order selection in statistical shape models 2018
  • Subspace averaging for source enumeration in large arrays.  323-327. 2018
  • Graph-signal reconstruction and blind deconvolution for diffused sparse inputGraph-signal reconstruction and blind deconvolution for diffused sparse inputs 2017
  • Bootstrap-based detection of the number of signals correlated across multiple data sets.  610-614. 2016
  • Detecting the dimension of the subspace correlated across multiple data sets in the sample poor regime.  1-5. 2016
  • Detection of cyclostationarity in the presence of temporal or spatial structure with applications to cognitive radio.  4249-4253. 2016
  • Determining the number of signals correlated across multiple data sets for small sample support.  1528-1532. 2015