An approximate maximum likelihood ARMA estimator based on the power cepstrum. - Steven M. Kay; Leland B. Jackson; Jianguo Huang; Petar M. Djuric (ICASSP, 1988)

A simple frequency rate estimator. - Petar M. Djuric; Steven M. Kay (ICASSP, 1989)

Predictive probability as a criterion for model selection. - Petar M. Djuric; Steven M. Kay (ICASSP, 1990)

Parameter estimation of chirp signals. - Petar M. Djuric; Steven M. Kay (IEEE Trans. Acoust. Speech Signal Process., 1990)

Model order estimation of 2D autoregressive processes. - Petar M. Djuric; Steven M. Kay (ICASSP, 1991)

Segmentation of nonstationary signals. - Petar M. Djuric; Steven M. Kay; Gloria Faye Boudreaux-Bartels (ICASSP, 1992)

Order selection of autoregressive models. - Petar M. Djuric; Steven M. Kay (IEEE Trans. Signal Process., 1992)

Detection and localization of multiple sources via Bayesian predictive densities. - Chao-Ming Cho; Petar M. Djuric (ICASSP (4), 1993)

Simultaneous detection and frequency estimation of sinusoidal signals. - Petar M. Djuric (ICASSP (4), 1993)

Frequency estimation of sinusoids in colored noise. - Petar M. Djuric; Chao-Ming Cho (ISCAS, 1993)

Detection and estimation of multiple cisoids in colored noise by Bayesian predictive densities. - Chao-Ming Cho; Petar M. Djuric (ICASSP (4), 1994)

A MAP solution to off-line segmentation of signals. - Petar M. Djuric (ICASSP (4), 1994)

An efficient Bayes solution to AR signal modelling for short sequences. - Douglas E. Johnston; Petar M. Djuric (ICASSP (4), 1994)

Bayesian procedure for the Detection of Damped Signals. - Petar M. Djuric; William B. Bishop; Douglas E. Johnston (ISCAS, 1994)

Bayesian Detection and MMSE Frequency Estimation of Sinusoidal Signals via Adaptive Importance Sampling. - Douglas E. Johnston; Petar M. Djuric (ISCAS, 1994)

Detection and estimation of DOA's of signals via Bayesian predictive densities. - Chao-Ming Cho; Petar M. Djuric (IEEE Trans. Signal Process., 1994)

Model selection based on Bayesian predictive densities and multiple data records. - Petar M. Djuric; Steven M. Kay (IEEE Trans. Signal Process., 1994)

Model order selection of damped sinusoids by predictive densities. - William B. Bishop; Petar M. Djuric (ICASSP, 1995)

A Bayesian Model Order Determination Rule for Harmonic Signals. - Petar M. Djuric (ISCAS, 1995)

A Novel Approach to Detection of Closely Spaced Sinisoids. - Hsiang-Tsun Li; Petar M. Djuric (ISCAS, 1995)

Bayesian spectrum estimation of harmonic signals. - Petar M. Djuric; Hsiang-Tsun Li (IEEE Signal Process. Lett., 1995)

Bayesian detection and estimation of cisoids in colored noise. - Chao-Ming Cho; Petar M. Djuric (IEEE Trans. Signal Process., 1995)

On the processing of piecewise-constant signals by hierarchical models with application to single ion channel currents. - Petar M. Djuric; Jong-Kae Fwu; Slobodan Jovanovic; Kelvin Lynn (ICASSP, 1996)

Unsupervised vector image segmentation by the ICM method. - Jong-Kae Fwu; Petar M. Djuric (ICASSP, 1996)

MMSE parameter estimation of multiple chirp signals. - Hsiang-Tsun Li; Petar M. Djuric (ICASSP, 1996)

A novel approach to detection of closely spaced sinusoids. - Hsiang-Tsun Li; Petar M. Djuric (Signal Process., 1996)

An iterative MMSE procedure for parameter estimation of damped sinusoidal signals. - Hsiang-Tsun Li; Petar M. Djuric (Signal Process., 1996)

Unsupervised vector image segmentation by a tree structure-ICM algorithm. - Jong-Kae Fwu; Petar M. Djuric (IEEE Trans. Medical Imaging, 1996)

Model order selection of damped sinusoids in noise by predictive densities. - William B. Bishop; Petar M. Djuric (IEEE Trans. Signal Process., 1996)

A model selection rule for sinusoids in white Gaussian noise. - Petar M. Djuric (IEEE Trans. Signal Process., 1996)

Parameter estimation for non-Gaussian autoregressive processes. - Edward R. Beadle; Petar M. Djuric (ICASSP, 1997)

Using the bootstrap to select models. - Petar M. Djuric (ICASSP, 1997)

Cluster validation criteria for image segmentation. - Jong-Kae Fwu; Petar M. Djuric (ICASSP, 1997)

Uniform random parameter generation of stable minimum-phase real ARMA (p, q) processes. - Edward R. Beadle; Petar M. Djuric (IEEE Signal Process. Lett., 1997)

On the detection of edges in vector images. - Petar M. Djuric; Jong-Kae Fwu (IEEE Trans. Image Process., 1997)

EM algorithm for image segmentation initialized by a tree structure scheme. - Jong-Kae Fwu; Petar M. Djuric (IEEE Trans. Image Process., 1997)

Variable selection by a reversible jump MCMC approach. - Petar M. Djuric (EUSIPCO, 1998)

Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations. - Petar M. Djuric; Simon J. Godsill; William J. Fitzgerald 001; Peter J. W. Rayner (ICASSP, 1998)

Asymptotic MAP criteria for model selection. - Petar M. Djuric (IEEE Trans. Signal Process., 1998)

MMSE estimation of nonlinear parameters of multiple linear/quadratic chirps. - Hsiang-Tsun Li; Petar M. Djuric (IEEE Trans. Signal Process., 1998)

Estimation of nonstationary hidden Markov models by MCMC sampling. - Petar M. Djuric; Joon-Hwa Chun (ICASSP, 1999)

Gibbs sampling approach for generation of truncated multivariate Gaussian random variables. - Jayesh H. Kotecha; Petar M. Djuric (ICASSP, 1999)

A multibeam medium access scheme for multiple services in wireless cellular communications. - Jung-Lin Pan; Stephen S. Rappaport; Petar M. Djuric (ICC, 1999)

Multibeam cellular communication systems with dynamic channel assignment across multiple sectors. - Jung-Lin Pan; Stephen S. Rappaport; Petar M. Djuric (Wirel. Networks, 1999)

Sequential estimation of probability of events. - Petar M. Djuric (EUSIPCO, 2000)

Choosing priors for an important class of signal processing problems. - Yufei Huang 001; Petar M. Djuric (EUSIPCO, 2000)

Hybrid Monte Carlo - Recursive identification algorithms for blind detection over a Rayleigh fading channel. - Jayesh H. Kotecha; Petar M. Djuric (EUSIPCO, 2000)

Sequential estimation of random parameters under model uncertainty. - Petar M. Djuric (ICASSP, 2000)

Bayesian detection of transient signals in colored noise. - Yufei Huang 001; Petar M. Djuric (ICASSP, 2000)

Sequential Monte Carlo sampling detector for Rayleigh fast-fading channels. - Jayesh H. Kotecha; Petar M. Djuric (ICASSP, 2000)

Estimation of chirp signals by MCMC. - Chung-Chieh Lin; Petar M. Djuric (ICASSP, 2000)

Estimation of a Bernoulli parameter p from imperfect trials. - Petar M. Djuric; Yufei Huang 001 (IEEE Signal Process. Lett., 2000)

Sequential Estimation of Signals under Model Uncertainty. - Petar M. Djuric (Sequential Monte Carlo Methods in Practice, 2001)

Performance comparison of BNN and MPNN on proben1 database. - Daewon An; K. Wendy Tang; Petar M. Djuric (CATA, 2001)

Adaptive signal processing by particle filters and discounting of old measurements. - Petar M. Djuric; Jayesh H. Kotecha; Jean-Yves Tourneret; Stéphane Lesage (ICASSP, 2001)

Multiuser detection of synchronous CDMA signals by the Gibbs coupler. - Yufei Huang 001; Petar M. Djuric (ICASSP, 2001)

Gaussian sum particle filtering for dynamic state space models. - Jayesh H. Kotecha; Petar M. Djuric (ICASSP, 2001)

Classification of digital modulations by MCMC sampling. - Stéphane Lesage; Jean-Yves Tourneret; Petar M. Djuric (ICASSP, 2001)

Bayesian estimation of chirplet signals by MCMC sampling. - Chung-Chieh Lin; Petar M. Djuric (ICASSP, 2001)

On-line model selection of nonstationary time series using Gerschgorin disks. - Patrice Michel; Jean-Yves Tourneret; Petar M. Djuric (ICASSP, 2001)

Classification of Digital Modulations Using MCMC Methods. - Stéphane Lesage; Jean-Yves Tourneret; Petar M. Djuric (Monte Carlo Methods Appl., 2001)

Model selection by MCMC computation. - Christophe Andrieu; Petar M. Djuric; Arnaud Doucet (Signal Process., 2001)

Applications of particle filtering to communications: A review. - Petar M. Djuric; Jianqiu Zhang 002; Tadesse Ghirmai; Yufei Huang 001; Jayesh H. Kotecha (EUSIPCO, 2002)

A blind particle filtering detector for joint channel estimation, tracking and data detection over flat fading channels. - Yufei Huang 001; Petar M. Djuric (EUSIPCO, 2002)

Multiuser detection with particle filtering. - Jianqiu Zhang 002; Yufei Huang 001; Petar M. Djuric (EUSIPCO, 2002)

Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters. - Petar M. Djuric; Joaquín Míguez (ICASSP, 2002)

A new importance function for particle filtering and its application to blind detection in flat fading channels. - Yufei Huang 001; Petar M. Djuric (ICASSP, 2002)

Sequential detector for nonlinear channels with applications to satellite communications. - Jayesh H. Kotecha; Petar M. Djuric (ICASSP, 2002)

Blind equalization by sequential importance sampling. - Joaquín Míguez; Petar M. Djuric (ISCAS (1), 2002)

Sequential Parameter Estimation of Time-Varying Non-Gaussian Autoregressive Processes. - Petar M. Djuric; Jayesh H. Kotecha; Fabien Esteve; Etienne Perret (EURASIP J. Adv. Signal Process., 2002)

Variable Selection by Perfect Sampling. - Yufei Huang 001; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2002)

Joint Estimation and Decoding of Space-Time Trellis Codes. - Jianqiu Zhang 002; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2002)

An MCMC sampling approach to estimation of nonstationary hidden Markov models. - Petar M. Djuric; Joon-Hwa Chun (IEEE Trans. Signal Process., 2002)

Guest editorial special issue on monte carlo methods for statistical signal processing. - Petar M. Djuric; Simon J. Godsill (IEEE Trans. Signal Process., 2002)

Perfect sampling: a review and applications to signal processing. - Petar M. Djuric; Yufei Huang 001; Tadesse Ghirmai (IEEE Trans. Signal Process., 2002)

Multiuser detection of synchronous code-division multiple-access signals by perfect sampling. - Yufei Huang 001; Petar M. Djuric (IEEE Trans. Signal Process., 2002)

Multibeam cellular mobile communications with dynamic channel assignment. - Jung-Lin Pan; Petar M. Djuric (IEEE Trans. Veh. Technol., 2002)

Joint velocity estimation and symbol detection in non-stationary fading channels by particle filtering. - Yufei Huang 001; Petar M. Djuric; Jianqiu (Michelle) Zhang (GLOBECOM, 2003)

New resampling algorithms for particle filters. - Miodrag Bolic; Petar M. Djuric; Sangjin Hong (ICASSP (2), 2003)

Improving frequency resolution for correlation-based spectral estimation methods using subband decomposition. - David Bonacci; Corinne Mailhes; Petar M. Djuric (ICASSP (6), 2003)

Joint symbol detection and timing estimation using particle filtering. - Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez; Petar M. Djuric (ICASSP (4), 2003)

Detection with particle filtering in BLAST systems. - Yufei Huang 001; Jianqiu Zhang 002; Petar M. Djuric (ICC, 2003)

Particle filtering. - Petar M. Djuric; Jayesh H. Kotecha; Jianqui Zhang; Yufei Huang 001; Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez (IEEE Signal Process. Mag., 2003)

Gaussian particle filtering. - Jayesh H. Kotecha; Petar M. Djuric (IEEE Trans. Signal Process., 2003)

Gaussian sum particle filtering. - Jayesh H. Kotecha; Petar M. Djuric (IEEE Trans. Signal Process., 2003)

Algorithmic modification of Particle Filters for hardware implementation. - Miodrag Bolic; Akshay Athalye; Petar M. Djuric; Sangjin Hong (EUSIPCO, 2004)

Stochastic simulation and parameter estimation of first order chemical reactions. - Katrien De Cock; Xueying Zhang; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2004)

Monte Carlo methods for signal processing: Recent advances. - Petar M. Djuric (EUSIPCO, 2004)

Maneuvering target tracking using cost reference particle filtering. - Mónica F. Bugallo; Shanshan Xu; Joaquín Míguez; Petar M. Djuric (ICASSP (3), 2004)

Density assisted particle filters for state and parameter estimation. - Petar M. Djuric; Mónica F. Bugallo; Joaquín Míguez (ICASSP (2), 2004)

A particle filter for blind timing recovery and data detection in fast fading wireless channels. - Tadesse Ghirmai; Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2004)

A design complexity comparison method for loop-based signal processing algorithms: particle filters. - Sangjin Hong; Miodrag Bolic; Petar M. Djuric (ISCAS (2), 2004)

Blind equalization for time-varying channels and multiple samples processing using particle filtering. - Tadesse Ghirmai; Jayesh H. Kotecha; Petar M. Djuric (Digit. Signal Process., 2004)

Resampling Algorithms for Particle Filters: A Computational Complexity Perspective. - Miodrag Bolic; Petar M. Djuric; Sangjin Hong (EURASIP J. Adv. Signal Process., 2004)

Editorial. - Petar M. Djuric; Simon J. Godsill; Arnaud Doucet (EURASIP J. Adv. Signal Process., 2004)

A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics. - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2004)

Blind sequential detection for Rayleigh fading channels using hybrid Monte Carlo-recursive identification algorithms. - Jayesh H. Kotecha; Petar M. Djuric (Signal Process., 2004)

A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels. - Joaquín Míguez; Tadesse Ghirmai; Mónica F. Bugallo; Petar M. Djuric (Signal Process., 2004)

An efficient fixed-point implementation of residual resampling scheme for high-speed particle filters. - Sangjin Hong; Miodrag Bolic; Petar M. Djuric (IEEE Signal Process. Lett., 2004)

A hybrid importance function for particle filtering. - Yufei Huang 001; Petar M. Djuric (IEEE Signal Process. Lett., 2004)

Criteria for ieee sp paper awards-can they be improved? [From the editor]. - Petar M. Djuric (IEEE Signal Process. Mag., 2004)

A blind particle filtering detector of signals transmitted over flat fading channels. - Yufei Huang 001; Petar M. Djuric (IEEE Trans. Signal Process., 2004)

Blind equalization of frequency-selective channels by sequential importance sampling. - Joaquín Míguez; Petar M. Djuric (IEEE Trans. Signal Process., 2004)

Decision fusion for distributed target tracking using cost reference particle filtering. - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2005)

Tracking with particle filtering in tertiary wireless sensor networks. - Petar M. Djuric; Mahesh Vemula; Mónica F. Bugallo (ICASSP (4), 2005)

Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering. - Joaquín Míguez; Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2005)

An application of system theory to stochastic models for first order chemical reactions. - Xueying Zhang; Katrien De Cock; Mónica F. Bugallo; Petar M. Djuric (ICASSP (5), 2005)

Generic Hardware Architectures for Sampling and Resampling in Particle Filters. - Akshay Athalye; Miodrag Bolic; Sangjin Hong; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2005)

Simplifying Physical Realization of Gaussian Particle Filters with Block-Level Pipeline Control. - Sangjin Hong; Petar M. Djuric; Miodrag Bolic (EURASIP J. Adv. Signal Process., 2005)

Adaptive Blind Multiuser Detection over Flat Fast Fading Channels Using Particle Filtering. - Yufei Huang 001; Jianqiu (Michelle) Zhang; Isabel M. Tienda-Luna; Petar M. Djuric; Diego Pablo Ruiz Padillo (EURASIP J. Wirel. Commun. Netw., 2005)

Signal Processing: is the future bright? [from The Editor]. - Petar M. Djuric (IEEE Signal Process. Mag., 2005)

Resampling algorithms and architectures for distributed particle filters. - Miodrag Bolic; Petar M. Djuric; Sangjin Hong (IEEE Trans. Signal Process., 2005)

A sequential Monte Carlo method for adaptive blind timing estimation and data detection. - Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez; Petar M. Djuric (IEEE Trans. Signal Process., 2005)

Bayesian detection for BLAST. - Yufei Huang 001; Jianqiu (Michelle) Zhang; Petar M. Djuric (IEEE Trans. Signal Process., 2005)

Advances in cost-reference particle filtering. - Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2006)

Fusion of Information for Sensor Self-Localization by a Monte Carlo Method. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (FUSION, 2006)

New Probabilistic Method for Estimation of Equipment Failures and Development of Replacement Strategies. - Miroslav Begovic; Petar M. Djuric; Joshua Perkel; Branislav Vidakovic; Damir Novosel (HICSS, 2006)

Distributed Architecture and Interconnection Scheme for Multiple Model Particle Filters. - Akshay Athalye; Sangjin Hong; Petar M. Djuric (ICASSP (3), 2006)

Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering. - Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Target Tracking in a Two-Tiered Hierarchical Sensor Network. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Maneuvering Target Tracking with Simplified Cost Reference Particle Filters. - Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Prediction of power equipment failures based on chronological failure records. - Petar M. Djuric; Miroslav Begovic; Joshua Perkel (ISCAS, 2006)

Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics". - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2006)

High-throughput scalable parallel resampling mechanism for effective redistribution of particles. - Sangjin Hong; Petar M. Djuric (IEEE Trans. Signal Process., 2006)

Design and Implementation of Flexible Resampling Mechanism for High-Speed Parallel Particle Filters. - Sangjin Hong; Shu-Shin Chin; Petar M. Djuric; Miodrag Bolic (J. VLSI Signal Process., 2006)

Fusion of information from biased sensor data by particle filtering. - Mónica F. Bugallo; Ting Lu; Petar M. Djuric (EUSIPCO, 2007)

Multiple Particle Filtering. - Petar M. Djuric; Ting Lu; Mónica F. Bugallo (ICASSP (3), 2007)

Particle Filtering for Target Tracking with Mobile Sensors. - Yao Li; Petar M. Djuric (ICASSP (2), 2007)

Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (ICASSP (2), 2007)

Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering. - Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (3), 2007)

Tracking with Biased Measurements of Signal Strength Sensors. - Mónica F. Bugallo; Ting Lu; Petar M. Djuric (DSP, 2007)

Performance comparison of EKF and particle filtering methods for maneuvering targets. - Mónica F. Bugallo; Shanshan Xu; Petar M. Djuric (Digit. Signal Process., 2007)

Target tracking by fusion of random measures. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (Signal Image Video Process., 2007)

Performance Comparison of Gaussian-Based Filters Using Information Measures. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (IEEE Signal Process. Lett., 2007)

Design Methodology for Domain Specific Parameterizable Particle Filter Realizations. - Sangjin Hong; Jinseok Lee; Akshay Athalye; Petar M. Djuric; We-Duke Cho (IEEE Trans. Circuits Syst. I Regul. Pap., 2007)

Complex systems and particle filtering. - Mónica F. Bugallo; Petar M. Djuric (ACSCC, 2008)

Session TA7b: Adaptive methods and Monte Carlo signal processing. - Petar M. Djuric (ACSCC, 2008)

Particle filtering and the inverse problem of biochemical networks. - Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2008)

A stochastic approach to solving inverse problems of biochemical networks. - Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

Target tracking with mobile sensors using cost-reference particle filtering. - Yao Li; Petar M. Djuric (ICASSP, 2008)

RLS-assisted cost reference particle filtering. - Ting Lu; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

Stochastic simulation of coupled chemical reactions using recursive methods. - Vibha Mane; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

On new stochastic approaches for solving forward and backward problems of biochemical networks. - Petar M. Djuric; Mónica F. Bugallo; Vibha Mane (ITW, 2008)

Target Tracking by Particle Filtering in Binary Sensor Networks. - Petar M. Djuric; Mahesh Vemula; Mónica F. Bugallo (IEEE Trans. Signal Process., 2008)

Estimation of stochastic rate constants and tracking of species in biochemical networks with second-order reactions. - Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2009)

Stochastic modeling of second order reactions using a moment propagation method. - Vibha Mane; Mónica F. Bugallo; Petar M. Djuric (GENSiPS, 2009)

Marginalized population Monte Carlo. - Mónica F. Bugallo; Mingyi Hong 001; Petar M. Djuric (ICASSP, 2009)

Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. - Pau Closas; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2009)

Model assessment with Kolmogorov-Smirnov statistics. - Petar M. Djuric; Joaquín Míguez (ICASSP, 2009)

Data-driven online variational filtering in wireless sensor networks. - Hichem Snoussi; Jean-Yves Tourneret; Petar M. Djuric; Cédric Richard (ICASSP, 2009)

SDR-based radar system for meteor detection. - Subodh Chiwate; Zejie Zhang; Kevin Mernick; Bingxin Shen; Dima Vavilov; Mónica F. Bugallo; Petar M. Djuric; Michael Marx; Helio Takai (DPS, 2009)

Sensor self-localization with beacon position uncertainty. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (Signal Process., 2009)

Multiple marginalized population Monte Carlo. - Bingxin Shen; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2010)

On Predicting the Times to Failure of Power Equipment. - Miroslav Begovic; Petar M. Djuric (HICSS, 2010)

A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. - Mónica F. Bugallo; Galina Botchkina; Petar M. Djuric (ICASSP, 2010)

Evaluation of a method's robustness. - Petar M. Djuric; Pau Closas; Mónica F. Bugallo; Joaquín Míguez (ICASSP, 2010)

From Nature to Methods and Back to Nature. - Petar M. Djuric (SECRYPT, 2010)

Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation. - Mingyi Hong 001; Mónica F. Bugallo; Petar M. Djuric (IEEE J. Sel. Top. Signal Process., 2010)

Assessment of nonlinear dynamic models by Kolmogorov-Smirnov statistics. - Petar M. Djuric; Joaquín Míguez (IEEE Trans. Signal Process., 2010)

Study of Algorithmic and Architectural Characteristics of Gaussian Particle Filters. - Miodrag Bolic; Akshay Athalye; Sangjin Hong; Petar M. Djuric (J. Signal Process. Syst., 2010)

Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals. - Shishir Dash; Jolene Muscat; J. Gerald Quirk; Petar M. Djuric (ACSCC, 2011)

Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency. - Ondrej Sluciak; Ondrej Hlinka; Markus Rupp; Franz Hlawatsch; Petar M. Djuric (ACSCC, 2011)

Non-centralized target tracking in networks of directional sensors: Further advances. - Li Geng; Petar M. Djuric (CAMSAP, 2011)

Population Monte Carlo methodology a la Gibbs sampling. - Petar M. Djuric; Bingxin Shen; Mónica F. Bugallo (EUSIPCO, 2011)

On Localized Techniques for Detection of Voltage Stability Related Problems. - Yang Song; Miroslav Begovic; Petar M. Djuric (HICSS, 2011)

A Radio Frequency Identification System for accurate indoor localization. - Akshay Athalye; Vladimir Savic; Miodrag Bolic; Petar M. Djuric (ICASSP, 2011)

Efficient distributed resampling for particle filters. - Balakumar Balasingam; Miodrag Bolic; Petar M. Djuric; Joaquín Míguez (ICASSP, 2011)

A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. - Mónica F. Bugallo; Shishir Dash; Galina Botchkina; Marco Lops; Petar M. Djuric (ICASSP, 2011)

Non-centralized target tracking with mobile agents. - Petar M. Djuric; Jonathan Beaudeau; Mónica F. Bugallo (ICASSP, 2011)

Distributed Gaussian particle filtering using likelihood consensus. - Ondrej Hlinka; Ondrej Sluciak; Franz Hlawatsch; Petar M. Djuric; Markus Rupp (ICASSP, 2011)

The Science Behind Risk Management. - Douglas E. Johnston; Petar M. Djuric (IEEE Signal Process. Mag., 2011)

Particle filtering for multivariate state-space models. - Petar M. Djuric; Mónica F. Bugallo (ACSCC, 2012)

Classification of multivariate data using Dirichlet process mixture models. - Petar M. Djuric; André Ferrari (ACSCC, 2012)

Learning dependencies among fetal heart rate features using Bayesian networks. - Shishir Dash; J. Gerald Quirk; Petar M. Djuric (EMBC, 2012)

Real time indoor tracking of tagged objects with a network of RFID readers. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (EUSIPCO, 2012)

A Bayesian approach to covariance estimation and data fusion. - Zhiyuan Weng; Petar M. Djuric (EUSIPCO, 2012)

Target tracking with asynchronous measurements by a network of distributed mobile agents. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2012)

Classification of fetal heart rate series. - Shishir Dash; Jolene Muscat; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2012)

Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation. - Ondrej Hlinka; Franz Hlawatsch; Petar M. Djuric (ICASSP, 2012)

Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. - Bingxin Shen; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2012)

Reaching consensus on a binary state by exchanging binary actions. - Yunlong Wang 001; Petar M. Djuric (ICASSP, 2012)

Estimating hedge fund risk factor exposures. - Douglas E. Johnston; Petar M. Djuric (SPAWC, 2012)

Estimation of posterior distributions with population Monte Carlo sampling and graphical modeling. - Petar M. Djuric; Cagla Tasdemir (SSP, 2012)

Communications with decode-and-forward relays in mesh networks - Ángel M. Bravo-Santos; Petar M. Djuric (CoRR, 2012)

Particle Filtering of Stochastic Volatility Modeled With Leverage. - Petar M. Djuric; Mahsiul Khan; Douglas E. Johnston (IEEE J. Sel. Top. Signal Process., 2012)

Disturbed Bayesian Learning in Multiagent Systems: Improving our understanding of its capabilities and limitations. - Petar M. Djuric; Yunlong Wang 001 (IEEE Signal Process. Mag., 2012)

Likelihood Consensus and Its Application to Distributed Particle Filtering. - Ondrej Hlinka; Ondrej Sluciak; Franz Hlawatsch; Petar M. Djuric; Markus Rupp (IEEE Trans. Signal Process., 2012)

A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers. - Cristina S. Maiz; Elisa M. Molanes-Lopez; Joaquín Míguez; Petar M. Djuric (IEEE Trans. Signal Process., 2012)

Particle filtering for high-dimensional systems. - Petar M. Djuric; Mónica F. Bugallo (CAMSAP, 2013)

A mobile system for non-centralized target tracking in presence of dynamic interferences. - Mónica F. Bugallo; Jonathan Beaudeau; Petar M. Djuric (EUSIPCO, 2013)

Tracking with asynchronous binary readings and layout information in RFID systems with sense-a-tags. - Li Geng; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2013)

Sequential estimation of linear models in distributed settings. - Yunlong Wang 001; Petar M. Djuric (EUSIPCO, 2013)

Reaching Bayesian consensus in cognitive systems by decision exchanges. - Yunlong Wang 001; Petar M. Djuric (EUSIPCO, 2013)

Distributed estimation in the presence of correlated noises. - Zhiyuan Weng; Petar M. Djuric (EUSIPCO, 2013)

Reaching Bayesian belief Over networks in the presence of communication noise. - Yunlong Wang 001; Petar M. Djuric (GlobalSIP, 2013)

Models with products of Dirichlet processes. - Petar M. Djuric; André Ferrari (ICASSP, 2013)

Tracking with RFID asynchronous measurements by particle filtering. - Li Geng; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2013)

Replication and optimization of hedge fund risk factor exposures. - Douglas E. Johnston; Iñigo Urteaga; Petar M. Djuric (ICASSP, 2013)

Data fusion based on convex optimization. - Zhiyuan Weng; Petar M. Djuric (ICASSP, 2013)

A Bayesian Approach to Data Fusion in Sensor Networks - Zhiyuan Weng; Petar M. Djuric (CoRR, 2013)

A Gossip Method for Optimal Consensus on a Binary State From Binary Actions. - Yunlong Wang 001; Petar M. Djuric (IEEE J. Sel. Top. Signal Process., 2013)

On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization. - Joaquín Míguez; Dan Crisan; Petar M. Djuric (Stat. Comput., 2013)

Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison. - Ondrej Hlinka; Franz Hlawatsch; Petar M. Djuric (IEEE Signal Process. Mag., 2013)

The Augmented Complex Particle Filter. - Dahir H. Dini; Petar M. Djuric; Danilo P. Mandic (IEEE Trans. Signal Process., 2013)

Proximity detection with RFID in the Internet of Things. - Miodrag Bolic; Majed Rostamian; Petar M. Djuric (ACSSC, 2014)

On the segmentation of switching autoregressive processes by nonparametric Bayesian methods. - Shishir Dash; Petar M. Djuric (EUSIPCO, 2014)

On sequential estimation of linear models from data with correlated noise. - Yunlong Wang 001; Petar M. Djuric (EUSIPCO, 2014)

Consensus for continuous belief functions. - Zhiyuan Weng; Petar M. Djuric (EUSIPCO, 2014)

Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2014)

Particle filtering in high-dimensional systems with Gaussian approximations. - Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2014)

Distributed Bayesian learning with a Bernoulli model. - Zhe Shen; Petar M. Djuric (ICASSP, 2014)

Estimation of ARMA state processes by particle filtering. - Iñigo Urteaga; Petar M. Djuric (ICASSP, 2014)

Sequential Bayesian learning in linear networks with random decision making. - Yunlong Wang 001; Petar M. Djuric (ICASSP, 2014)

Efficient learning by consensus over regular networks. - Zhiyuan Weng; Petar M. Djuric (ICASSP, 2014)

Cooperative mesh networks with EGC detectors. - Petar M. Djuric; Ángel M. Bravo-Santos (SAM, 2014)

Gaussian particle filtering in high-dimensional systems. - Mónica F. Bugallo; Petar M. Djuric (SSP, 2014)

A search-free DOA estimation algorithm for coprime arrays. - Zhiyuan Weng; Petar M. Djuric (Digit. Signal Process., 2014)

Indoor Tracking With RFID Systems. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (IEEE J. Sel. Top. Signal Process., 2014)

Efficient Estimation of Linear Parameters from Correlated Node Measurements over Networks. - Zhiyuan Weng; Petar M. Djuric (IEEE Signal Process. Lett., 2014)

Fetal Heart Rate Classification Using Generative Models. - Shishir Dash; J. Gerald Quirk; Petar M. Djuric (IEEE Trans. Biomed. Eng., 2014)

Consensus-based Distributed Particle Filtering With Distributed Proposal Adaptation. - Ondrej Hlinka; Franz Hlawatsch; Petar M. Djuric (IEEE Trans. Signal Process., 2014)

Filtering of nonlinear time-series coupled by fractional Gaussian processes. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2015)

Bayesian social learning with decision making in multiple rounds. - Yunlong Wang 001; Lingqing Gan; Petar M. Djuric (CAMSAP, 2015)

Estimation of gene expression by a bank of particle filters. - Mónica F. Bugallo; Cagla Tasdemir; Petar M. Djuric (EUSIPCO, 2015)

On generative models for sequential formation of clusters. - Petar M. Djuric; Kezi Yu (EUSIPCO, 2015)

Sequential Monte Carlo sampling for systems with fractional Gaussian processes. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2015)

On optimal mobile RSSI-sensor positioning for multi target tracking. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2015)

Diffusion filtration with approximate Bayesian computation. - Kamil Dedecius; Petar M. Djuric (ICASSP, 2015)

Multiple particle filtering with improved efficiency and performance. - Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2015)

Real-time self-tracking in the Internet of Things. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (ICASSP, 2015)

Particle filtering of ARMA processes of unknown order and parameters. - Iñigo Urteaga; Petar M. Djuric (ICASSP, 2015)

Bayesian social learning in linear networks of agents with random behavior. - Yunlong Wang 001; Petar M. Djuric (ICASSP, 2015)

Social learning with heterogeneous agents and sequential decision making. - Yunlong Wang 001; Petar M. Djuric (Digit. Signal Process., 2015)

Proximity Detection with RFID: A Step Toward the Internet of Things. - Miodrag Bolic; Majed Rostamian; Petar M. Djuric (IEEE Pervasive Comput., 2015)

Sequential Estimation of Mixtures in Diffusion Networks. - Kamil Dedecius; Jan Reichl; Petar M. Djuric (IEEE Signal Process. Lett., 2015)

Distributed Sequential Estimation in Asynchronous Wireless Sensor Networks. - Ondrej Hlinka; Franz Hlawatsch; Petar M. Djuric (IEEE Signal Process. Lett., 2015)

Resampling Methods for Particle Filtering: Classification, implementation, and strategies. - Tiancheng Li; Miodrag Bolic; Petar M. Djuric (IEEE Signal Process. Mag., 2015)

Editorial. - Petar M. Djuric (IEEE Trans. Signal Inf. Process. over Networks, 2015)

RSSI-Based Multi-Target Tracking by Cooperative Agents Using Fusion of Cross-Target Information. - Jonathan P. Beaudeau; Mónica F. Bugallo; Petar M. Djuric (IEEE Trans. Signal Process., 2015)

Detectors for Cooperative Mesh Networks With Decode-and-Forward Relays. - Ángel M. Bravo-Santos; Petar M. Djuric (IEEE Trans. Signal Process., 2015)

Unsupervised State-Space Modeling Using Reproducing Kernels. - Felipe A. Tobar; Petar M. Djuric; Danilo P. Mandic (IEEE Trans. Signal Process., 2015)

Social Learning With Bayesian Agents and Random Decision Making. - Yunlong Wang 001; Petar M. Djuric (IEEE Trans. Signal Process., 2015)

Guest Editorial Special Section on "Indoor Localization, Tracking, and Mapping With Heterogeneous Technologies". - Davide Dardari; Pau Closas; Petar M. Djuric (IEEE Trans. Veh. Technol., 2015)

Indoor Tracking: Theory, Methods, and Technologies. - Davide Dardari; Pau Closas; Petar M. Djuric (IEEE Trans. Veh. Technol., 2015)

Vehicle Tracking Based on Fusion of Magnetometer and Accelerometer Sensor Measurements With Particle Filtering. - Roland Hostettler; Petar M. Djuric (IEEE Trans. Veh. Technol., 2015)

Bayesian estimation of unknown parameters over networks. - Petar M. Djuric; Kamil Dedecius (EUSIPCO, 2016)

Online adaptation of the number of particles of SMC methods. - Victor Elvira; Joaquín Míguez; Petar M. Djuric (ICASSP, 2016)

Sequential Monte Carlo sampling for correlated latent long-memory time-series. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2016)

Opinion dynamics in multi-agent systems with binary decision exchanges. - Yunlong Wang 001; Lingqing Gan; Petar M. Djuric (ICASSP, 2016)

Dirichlet process mixture models for time-dependent clustering. - Kezi Yu; Petar M. Djuric (ICASSP, 2016)

Fetal heart rate analysis by hierarchical dirichlet process mixture models. - Kezi Yu; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2016)

A novel algorithm for adapting the number of particles in particle filtering. - Victor Elvira; Joaquín Míguez; Petar M. Djuric (SAM, 2016)

Analog front end design for tags in backscatter-based tag-to-tag communication networks. - Akshay Athalye; Jinghui Jian; Yasha Karimi; Samir R. Das; Petar M. Djuric (ISCAS, 2016)

Sequential Monte Carlo methods under model uncertainty. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (SSP, 2016)

Phase Cancellation in Backscatter-Based Tag-to-Tag Communication Systems. - Zhe Shen; Akshay Athalye; Petar M. Djuric (IEEE Internet Things J., 2016)

Distributed Bayesian Estimation of Linear Models With Unknown Observation Covariances. - Yunlong Wang 001; Petar M. Djuric (IEEE Trans. Signal Process., 2016)

Analysis of fetal heart rate series by nonparametric hidden Markov models. - Kezi Yu; J. Gerald Quirk; Petar M. Djuric (ACSSC, 2017)

Bayesian selection of models of network formation. - Lingqing Gan; Petar M. Djuric (CAMSAP, 2017)

Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes. - Irene Santos 001; Juan José Murillo-Fuentes; Petar M. Djuric (CAMSAP, 2017)

A particle-based approach for topology estimation of gene networks. - Cagla Tasdemir; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2017)

Diffusion in networks by cooperative particle filtering. - Hechuan Wang; Petar M. Djuric (CAMSAP, 2017)

Recovery of missing samples in fetal heart rate recordings with Gaussian processes. - Guanchao Feng; J. Gerald Quirk; Petar M. Djuric (EUSIPCO, 2017)

Crowdsource-based signal strength field estimation by Gaussian processes. - Irene Santos 001; Petar M. Djuric (EUSIPCO, 2017)

Impact of Short-Term Variations in the Generation Output of Geographically Dispersed PV Systems. - Miroslav M. Begovic; Insu Kim; Branislav Vidakovic; Petar M. Djuric; Vladimir Jeremic (HICSS, 2017)

Enhanced indoor localization through crowd sensing. - Eva Arias-de-Reyna; Davide Dardari; Pau Closas; Petar M. Djuric (ICASSP, 2017)

Bayesian learning in a network with multi-hypothesis decision exchanges. - Lingqing Gan; Yunlong Wang 001; Petar M. Djuric (ICASSP, 2017)

Nonparametric learning for Hidden Markov Models with preferential attachment dynamics. - Asher A. Hensley; Petar M. Djuric (ICASSP, 2017)

Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2017)

Fetal heart rate classification by non-parametric Bayesian methods. - Kezi Yu; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2017)

Design of a backscatter-based Tag-to-Tag system. - Yasha Karimi; Akshay Athalye; Samir R. Das; Petar M. Djuric; Milutin Stanacevic (RFID, 2017)

Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2017)

Adaptive Importance Sampling: The past, the present, and the future. - Mónica F. Bugallo; Victor Elvira; Luca Martino; David Luengo; Joaquín Míguez; Petar M. Djuric (IEEE Signal Process. Mag., 2017)

Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions. - Kamil Dedecius; Petar M. Djuric (IEEE Trans. Signal Process., 2017)

Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment. - Victor Elvira; Joaquín Míguez; Petar M. Djuric (IEEE Trans. Signal Process., 2017)

Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part I. - Iñigo Urteaga; Petar M. Djuric (IEEE Trans. Signal Process., 2017)

Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part II. - Iñigo Urteaga; Petar M. Djuric (IEEE Trans. Signal Process., 2017)

Joint Indoor Localization and Navigation of UAVs for Network Formation Control. - Anna Guerra; Davide Dardari; Petar M. Djuric (ACSSC, 2018)

Improved Adaptive Importance Sampling Based on Variational Inference. - Matthew Dowling; Josue Nassar; Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2018)

In Search for Improved Auxiliary Particle Filters. - Victor Elvira; Luca Martino; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2018)

Graph representation using mutual information for graph model discrimination. - Francisco Hawas; Petar M. Djuric (EUSIPCO, 2018)

Leveraging RF Power for Intelligent Tag Networks. - Emre Salman; Milutin Stanacevic; Samir Ranjan Das; Petar M. Djuric (ACM Great Lakes Symposium on VLSI, 2018)

Spectrum Patrolling with Crowdsourced Spectrum Sensors. - Ayon Chakraborty; Arani Bhattacharya; Snigdha Kamal; Samir R. Das; Himanshu Gupta 001; Petar M. Djuric (INFOCOM, 2018)

BARNET: Towards Activity Recognition Using Passive Backscattering Tag-to-Tag Network. - Jihoon Ryoo; Yasha Karimi; Akshay Athalye; Milutin Stanacevic; Samir R. Das; Petar M. Djuric (MobiSys, 2018)

Tracking of Objects in a Passive Backscattering Tag-to-Tag Network. - Matthew Dowling; Mónica F. Bugallo; Samir R. Das; Petar M. Djuric (SPAWC, 2018)

Collaborative Target-Localization and Information-Based Control in Networks of UAVs. - Anna Guerra; Nicola Spamacci; Davide Dardari; Petar M. Djuric (SPAWC, 2018)

Estimation Of Spatial Fields Of Nlos/Los Conditions For Improved Localization In Indoor Environments. - Eva Arias-de-Reyna; Davide Dardari; Pau Closas; Petar M. Djuric (SSP, 2018)

A Comparison Of Clipping Strategies For Importance Sampling. - Luca Martino; Victor Elvira; Joaquín Míguez; Antonio Artés-Rodríguez; Petar M. Djuric (SSP, 2018)

Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays. - Nenad Vukmirovic; Milos Janjic; Petar M. Djuric; Miljko Eric (EURASIP J. Adv. Signal Process., 2018)

Crowd-Based Learning of Spatial Fields for the Internet of Things: From Harvesting of Data to Inference. - Eva Arias-de-Reyna; Pau Closas; Davide Dardari; Petar M. Djuric (IEEE Signal Process. Mag., 2018)

Detecting Causality using Deep Gaussian Processes. - Guanchao Feng; J. Gerald Quirk; Petar M. Djuric (ACSSC, 2019)

Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. - Guanchao Feng; J. Gerald Quirk; Petar M. Djuric (CAMSAP, 2019)

Adaptive importance sampling supported by a variational auto-encoder. - Hechuan Wang; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2019)

Non-Centralized Navigation for Source Localization by Cooperative UAVs. - Anna Guerra; Davide Dardari; Petar M. Djuric (EUSIPCO, 2019)

On Self-assessment of Proficiency of Autonomous Systems. - Petar M. Djuric; Pau Closas (ICASSP, 2019)

A Variational Adaptive Population Importance Sampler. - Yousef El-Laham; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2019)

Inference about Causality from Cardiotocography Signals Using Gaussian Processes. - Guanchao Feng; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2019)

Modeling and Estimation of Interactions of Yule-Simon Processes. - Lingqing Gan; Asher A. Hensley; Petar M. Djuric (ICASSP, 2019)

A Recursive Bayesian Model for Extreme Values. - Douglas E. Johnston; Petar M. Djuric (ICASSP, 2019)

RF-based Analytics Generated by Tag-to-tag Networks. - Milutin Stanacevic; Yasha Karimi; Guanchao Feng; Jihoon Ryoo; Akshay Athalye; Samir Ranjan Das; Petar M. Djuric (ICASSP, 2019)

Passive Wireless Channel Estimation in RF Tag Network. - Yasha Karimi; Yuanfei Huang; Akshay Athalye; Samir Ranjan Das; Petar M. Djuric; Milutin Stanacevic (ISCAS, 2019)

Study of mm-sized Coil to Coil Backscatter Based Communication Link. - Xiao Sha; Yasha Karimi; Samir R. Das; Petar M. Djuric; Milutin Stanacevic (UEMCON, 2019)

Direct Wideband Coherent Localization by Distributed Antenna Arrays. - Nenad Vukmirovic; Miljko Eric; Milos Janjic; Petar M. Djuric (Sensors, 2019)

Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking. - Tiancheng Li; Franz Hlawatsch; Petar M. Djuric (IEEE Signal Process. Lett., 2019)

Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]. - Victor Elvira; Luca Martino; Mónica F. Bugallo; Petar M. Djuric (IEEE Signal Process. Mag., 2019)

Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. - Danilo P. Mandic; Petar M. Djuric; Andrzej Cichocki; Clive Cheong Took; Saeid Sanei; Lajos Hanzo (IEEE Signal Process. Mag., 2019)

Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. - Victor Solo; Maria Sabrina Greco; Danilo P. Mandic; Petar M. Djuric; Andreas Spanias; Mónica F. Bugallo (IEEE Signal Process. Mag., 2019)

Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. - Irene Santos 001; Juan José Murillo-Fuentes; Petar M. Djuric (IEEE Trans. Signal Process., 2019)

Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention. - Ibrahim Hammoud; I. V. Ramakrishnan; Petar M. Djuric (CinC, 2020)

Particle Filtering Under General Regime Switching. - Yousef El-Laham; Liu Yang; Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2020)

Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. - Guanchao Feng; J. Gerald Quirk; Cassandra Heiselman; Petar M. Djuric (EUSIPCO, 2020)

Gaussian Process State-Space Models with Time-Varying Parameters and Inducing Points. - Yuhao Liu 002; Petar M. Djuric (EUSIPCO, 2020)

On Measuring Doppler Shifts between Tags in a Backscattering Tag-to-Tag Network with Applications in Tracking. - Abeer Ahmad; Yuanfei Huang; Xiao Sha; Akshay Athalye; Milutin Stanacevic; Samir R. Das; Petar M. Djuric (ICASSP, 2020)

Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. - Yousef El-Laham; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2020)

Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. - Guanchao Feng; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2020)

Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. - Guanchao Feng; Kezi Yu; Yunlong Wang 001; Yilian Yuan; Petar M. Djuric (ICASSP, 2020)

A Recursive Bayesian Solution for the Excess Over Threshold Distribution with Stochastic Parameters. - Douglas E. Johnston; Petar M. Djuric (ICASSP, 2020)

Selection of Sensors for Efficient Transmitter Localization. - Arani Bhattacharya; Caitao Zhan; Himanshu Gupta 001; Samir R. Das; Petar M. Djuric (INFOCOM, 2020)

A Self-Biased Low Modulation Index ASK Demodulator for Implantable Devices. - Xiao Sha; Yuanfei Huang; Tutu Wan; Yasha Karimi; Samir R. Das; Petar M. Djuric; Milutin Stanacevic (ISCAS, 2020)

Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (PLANS, 2020)

Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. - Anna Guerra; Davide Dardari; Petar M. Djuric (IEEE Access, 2020)

GP-LVM of categorical data from test-positive COVID-19 pregnant women. - Marzieh Ajirak; Cassandra Heiselman; Anna Fuchs; Mia Heiligenstein; Kimberly Herrera; Diana Garretto; Petar M. Djuric (CoRR, 2020)

Spectrum Patrolling With Crowdsourced Spectrum Sensors. - Arani Bhattacharya; Ayon Chakraborty; Samir R. Das; Himanshu Gupta 001; Petar M. Djuric (IEEE Trans. Cogn. Commun. Netw., 2020)

Dynamic Radar Networks of UAVs: A Tutorial Overview and Tracking Performance Comparison With Terrestrial Radar Networks. - Anna Guerra; Davide Dardari; Petar M. Djuric (IEEE Veh. Technol. Mag., 2020)

Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. - Marzieh Ajirak; Cassandra Heiselman; Anna Fuchs; Mia Heiligenstein; Kimberly Herrera; Diana Garretto; Petar M. Djuric (EUSIPCO, 2021)

The Use of Gaussian Processes as Particles for Sequential Monte Carlo Estimation of Time-Varying Functions. - Yuhao Liu 002; Petar M. Djuric (EUSIPCO, 2021)

Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. - Liu Yang; Marzieh Ajirak; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (EUSIPCO, 2021)

Particle Gibbs Sampling for Regime-Switching State-Space Models. - Yousef El-Laham; Liu Yang; Heather J. Lynch; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2021)

Bayesian Estimation of a Tail-Index with Marginalized Threshold. - Douglas E. Johnston; Petar M. Djuric (ICASSP, 2021)

Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. - Hechuan Wang; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2021)

Identification of Uterine Contractions by An Ensemble of Gaussian Processes. - Liu Yang; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2021)

Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. - Liu Yang; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2021)

RF Energy Harvesting and Management for Near-Zero Power Passive Devices. - Yuanfei Huang; Akshay Athalye; Samir R. Das; Petar M. Djuric; Milutin Stanacevic (ISCAS, 2021)

Collaborative Backscatter Based on Phase Channel Estimation in Passive RF Tag Networks. - Abeer Ahmad; Xiao Sha; Akshay Athalye; Samir Ranjan Das; Petar M. Djuric; Milutin Stanacevic (RFID-TA, 2021)

Enabling Passive Backscatter Tag Localization Without Active Receivers. - Abeer Ahmad; Xiao Sha; Milutin Stanacevic; Akshay Athalye; Petar M. Djuric; Samir R. Das (SenSys, 2021)

3D Source Tracking with Large Antenna Arrays in the Fresnel Region. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (SPAWC, 2021)

Networks of UAVs of Low-Complexity for Time-Critical Localization. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (CoRR, 2021)

On the performance of particle filters with adaptive number of particles. - Víctor Elvira; Joaquín Míguez; Petar M. Djuric (Stat. Comput., 2021)

Performance Limits of Direct Wideband Coherent 3D Localization in Distributed Massive MIMO Systems. - Nenad Vukmirovic; Miljko Eric; Petar M. Djuric (Sensors, 2021)

Bachelor of Science in Electrical Engineering Online: A Journey of Challenges and Triumphs. - K. Wendy Tang; Petar M. Djuric (IEEE Signal Process. Mag., 2021)

Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. - Guanchao Feng; Kezi Yu; Yunlong Wang 001; Yilian Yuan; Petar M. Djuric (IEEE J. Biomed. Health Informatics, 2021)

Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (IEEE Trans. Signal Process., 2021)

Bayesian Reconstruction of Fourier Pairs. - Felipe A. Tobar; Lerko Araya-Hernández; Pablo Huijse; Petar M. Djuric (IEEE Trans. Signal Process., 2021)

Exploring Transfer Learning for Ventricular Tachycardia Electrophysiology Studies. - Andrea Pitzus; Giulia Baldazzi; Marco Orrù; Alberto Valdes Rey; Graziana Viola; Luigi Raffo; Petar M. Djuric; Danilo Pani (CinC, 2022)

Ensembles of Gaussian process latent variable models. - Marzieh Ajirak; Yuhao Liu 002; Petar M. Djuric (EUSIPCO, 2022)

Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. - Kurt Butler; Guanchao Feng; Charles B. Mikell; Sima Mofakham; Petar M. Djuric (EUSIPCO, 2022)

Characterizing Fetal Heart Rate From A State Space Perspective. - Tong Chen; Guanchao Feng; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (EUSIPCO, 2022)

Gaussian Processes for Topology Inference of Directed Graphs. - Chen Cui; Paolo Banelli; Petar M. Djuric (EUSIPCO, 2022)

Inference with Deep Gaussian Process State Space Models. - Yuhao Liu 002; Marzieh Ajirak; Petar M. Djuric (EUSIPCO, 2022)

Multi-Agent Navigation with Reinforcement Learning Enhanced Information Seeking. - Siwei Zhang; Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (EUSIPCO, 2022)

Boost Ensemble Learning for Classification of CTG SIGNALS. - Marzieh Ajirak; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2022)

Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. - Tong Chen; Guanchao Feng; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2022)

Online Learning for Latent Yule-Simon Processes. - Asher A. Hensley; Petar M. Djuric (ICASSP, 2022)

Tracking the Dimensions of Latent Spaces of Gaussian Process Latent Variable Models. - Yuhao Liu 002; Petar M. Djuric (ICASSP, 2022)

Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. - Liu Yang; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (ICASSP, 2022)

Amplitude and Phase Estimation of Backscatter Tag-to-Tag Channel. - Abeer Ahmad; Xiao Sha; Akshay Athalye; Samir R. Das; Petar M. Djuric; Milutin Stanacevic (ISCAS, 2022)

Fusion of Probability Density Functions. - Günther Koliander; Yousef El-Laham; Petar M. Djuric; Franz Hlawatsch (Proc. IEEE, 2022)

A Differential Measure of the Strength of Causation. - Kurt Butler; Guanchao Feng; Petar M. Djuric (IEEE Signal Process. Lett., 2022)

Selection of Sensors for Efficient Transmitter Localization. - Arani Bhattacharya; Caitao Zhan; Abhishek Maji; Himanshu Gupta 001; Samir R. Das; Petar M. Djuric (IEEE/ACM Trans. Netw., 2022)

FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING. - Marzieh Ajirak; Daniel Waxman 002; Fernando Llorente 001; Petar M. Djuric (ACSSC, 2023)

Learning from Heterogeneous Data with Deep Gaussian Processes. - Marzieh Ajirak; Heidi Preis; Marci Lobel; Petar M. Djuric (CAMSAP, 2023)

Detecting Confounders in Multivariate Time Series using Strength of Causation. - Yuhao Liu 002; Chen Cui; Daniel Waxman 002; Kurt Butler; Petar M. Djuric (EUSIPCO, 2023)

An Approach to Learning the Hierarchical Organization of the Frontal Lobe. - Kurt Butler; Duncan Cleveland; Charles B. Mikell; Sima Mofakham; Yuri B. Saalmann; Petar M. Djuric (EUSIPCO, 2023)

Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. - Tong Chen; Guanchao Feng; Cassandra Heiselman; J. Gerald Quirk; Petar M. Djuric (EUSIPCO, 2023)

A Gaussian Latent Variable Model for Incomplete Mixed Type Data. - Marzieh Ajirak; Petar M. Djuric (ICASSP, 2023)

Estimation of Time-Varying Graph Topologies from Graph Signals. - Yuhao Liu 002; Chen Cui; Marzieh Ajirak; Petar M. Djuric (ICASSP, 2023)

Over-the-Air Synchronization of Time, Phase and Frequency in a Distributed Receiving System. - Milos Janjic; Nenad Vukmirovic; Miljko Eric; Petar M. Djuric (IEEE Access, 2023)

On Causal Discovery With Convergent Cross Mapping. - Kurt Butler; Guanchao Feng; Petar M. Djuric (IEEE Trans. Signal Process., 2023)

Sequential Estimation of Gaussian Process-Based Deep State-Space Models. - Yuhao Liu 002; Marzieh Ajirak; Petar M. Djuric (IEEE Trans. Signal Process., 2023)

On Counterfactual Interventions in Vector Autoregressive Models. - Kurt Butler; Marija Iloska; Petar M. Djuric (EUSIPCO, 2024)

Gaussian Process-Based Inference Toward Revealing Brain Functional Connectivity. - Chen Cui; Sima Mofakham; Jessica M. Phillips; Kurt Butler; Charles B. Mikell; Yuri B. Saalmann; Petar M. Djuric (EUSIPCO, 2024)

A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. - Daniel Waxman 002; Petar M. Djuric (FUSION, 2024)

Filtering of High-Dimensional Data for Sequential Classification. - Marzieh Ajirak; Yuhao Liu 002; Petar M. Djuric (FUSION, 2024)

Self-Organized Sensor Eggs for Decentralized Localization and Sensing on Vulcano Island - A Glimpse into Future Space Exploration with Swarms. - Fabio Broghammer; Thomas Wiedemann 002; Siwei Zhang; Armin Dammann; Christian Gentner; Petar M. Djuric (FUSION, 2024)

Dynamic Random Feature Gaussian Processes for Bayesian Optimization of Time-Varying Functions. - Fernando Llorente 001; Petar M. Djuric (ICASSP, 2024)

Improving Open-Set Recognition with Bayesian Metric Learning. - Tong Chen; Guanchao Feng; Petar M. Djuric (ICASSP, 2024)

Inference of Time-Varying Graph Topologies via Gaussian Processes. - Chen Cui; Petar M. Djuric (ICASSP, 2024)

Novel Architecture of Deep Feature-Based Gaussian Processes with an Ensemble of Kernels. - Yuanqing Song; Yuhao Liu 002; Petar M. Djuric (ICASSP, 2024)

Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes. - Liu Yang; Kurt Butler; Petar M. Djuric (ICASSP, 2024)

Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems. - Kurt Butler; Daniel Waxman 002; Petar M. Djuric (NeurIPS, 2024)

Optimized Channel Phase Estimation in Passive RF Tag Network. - Yang Xie; Yang Li; Petar M. Djuric; Samir R. Das; Milutin Stanacevic (RFID, 2024)

Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery. - Daniel Waxman 002; Kurt Butler; Petar M. Djuric (CoRR, 2024)

Explainable Learning with Gaussian Processes. - Kurt Butler; Guanchao Feng; Petar M. Djuric (CoRR, 2024)

Scalable Random Feature Latent Variable Models. - Ying Li; Zhidi Lin; Yuhao Liu 002; Michael Minyi Zhang; Pablo M. Olmos; Petar M. Djuric (CoRR, 2024)

Dynamic Online Ensembles of Basis Expansions. - Daniel Waxman 002; Petar M. Djuric (Trans. Mach. Learn. Res., 2024)

Measuring Strength of Joint Causal Effects. - Kurt Butler; Guanchao Feng; Petar M. Djuric (IEEE Trans. Signal Process., 2024)

Topology Inference of Directed Graphs by Gaussian Processes With Sparsity Constraints. - Chen Cui; Paolo Banelli; Petar M. Djuric (IEEE Trans. Signal Process., 2024)

Reinforcement Learning for Joint Detection and Mapping Using Dynamic UAV Networks. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (IEEE Trans. Aerosp. Electron. Syst., 2024)

Gaussian Process-Gated Hierarchical Mixtures of Experts. - Yuhao Liu 002; Marzieh Ajirak; Petar M. Djuric (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Vision and Proof of Concept for New Approach to Monitoring for Safer Future Smart Transportation Systems. - Kent X. Eng; Yang Xie; Mauricio Pereira; Zygmunt J. Haas; Samir R. Das; Petar M. Djuric; Branko Glisic; Milutin Stanacevic (Sensors, 2024)

Emerging trends in signal processing and machine learning for positioning, navigation and timing information: special issue editorial. - Pau Closas; Lorenzo Ortega; Julien Lesouple; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2024)

Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems. - Fernando Llorente 001; Daniel Waxman 002; Petar M. Djuric (ICASSP, 2025)

Assessing Model Proficiency in Autonomous Agents: A Signal Processing Perspective. - Anna Guerra; Francesco Guidi; Davide Dardari; Petar M. Djuric (ICASSP Workshops, 2025)

Fast Sparse Learning from Streaming Data with LASSO. - Marija Iloska; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2025)

Adaptive Acquisition in Bayesian Optimization with Agnostic Ensembles. - Anand Ravishankar; Fernando Llorente 001; Yuanqing Song; Petar M. Djuric (ICASSP, 2025)

Novel Deep Gaussian Process Structures with Flexible Depths. - Yuanqing Song; Yuhao Liu 002; Petar M. Djuric (ICASSP, 2025)

Channel Sensing Based Distance Estimation in Backscattering RF Tag Networks. - Yang Xie; Yang Li; Abeer Ahmad; Xiao Sha; Petar M. Djuric; Samir R. Das; Milutin Stanacevic (ISCAS, 2025)

Improving Communication Performance of Passive Backscattering Tags Using Collaborative Backscatter. - Abeer Ahmad; Manavjeet Singh; Yang Xie; Xiao Sha; Milutin Stanacevic; Samir R. Das; Petar M. Djuric (RFID, 2025)

Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning. - Andrea Pitzus; Giulia Baldazzi; Marco Orrù; Luigi Raffo; Graziana Viola; Petar M. Djuric; Danilo Pani (Biomed. Signal Process. Control., 2025)

Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares. - Marija Iloska; Mónica F. Bugallo; Petar M. Djuric (IEEE Trans. Signal Process., 2025)

A Deep-NN Beamforming Approach for Dual Function Radar-Communication THz UAV. - Gianluca Fontanesi; Anna Guerra; Francesco Guidi; Juan Andrés Vásquez-Peralvo; Nir Shlezinger; Alberto Zanella; Eva Lagunas; Symeon Chatzinotas; Davide Dardari; Petar M. Djuric (IEEE Trans. Veh. Technol., 2025)

Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes. - Daniel Waxman 002; Fernando Llorente 001; Petar M. Djuric (CoRR, 2025)

Trustworthy Prediction with Gaussian Process Knowledge Scores. - Kurt Butler; Guanchao Feng; Tong Chen; Petar M. Djuric (CoRR, 2025)

Exploring synergies: Advancing neuroscience with machine learning. - Marzieh Ajirak; Tülay Adali; Saeid Sanei; Logan Grosenick; Petar M. Djuric (Signal Process., 2026)