Petar M. Djuric

438 papers A* 3A 1B 3C 17Misc 114Journal 163Unranked 136

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artificial Intelligence Foundations: Building essential machine learning skills and understanding [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. Kurt Butler, Mónica F. Bugallo, Petar M. Djuric
2026	J	`jnl`	Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes. Trans. Mach. Learn. Res. Daniel Waxman, Fernando Llorente, Petar M. Djuric
2026	—	`conf`	Deployment Optimization for Uplink Phase-Coherent Localization. JC&S Nenad Vukmirovic, Miljko Eric, Henk Wymeersch, Musa Furkan Keskin, Yu Ge, Petar M. Djuric
2026	J	`jnl`	Exploring synergies: Advancing neuroscience with machine learning. Signal Process. Marzieh Ajirak, Tülay Adali, Saeid Sanei, Logan Grosenick, Petar M. Djuric
2026	Misc	`conf`	Tag-to-Tag Range Estimation for Passive Backscattering Tags. COMSNETS Manavjeet Singh, Yang Xie, Abeer Ahmad, Milutin Stanacevic, Samir R. Das, Petar M. Djuric
2025	J	`jnl`	A Deep-NN Beamforming Approach for Dual Function Radar-Communication THz UAV. IEEE Trans. Veh. Technol. Gianluca Fontanesi, Anna Guerra, Francesco Guidi, Juan Andrés Vásquez-Peralvo, Nir Shlezinger, Alberto Zanella, Eva Lagunas, Symeon Chatzinotas, Davide Dardari, Petar M. Djuric
2025	J	`jnl`	A Vision for a New Approach to Smart Earthen Embankments for Resilient Communities. IEEE Access Zygmunt J. Haas, Kent X. Eng, Branko Glisic, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2025	—	`conf`	Active-Subspace Particle Filtering for Efficient Inference in High-Dimensional State-Space Models. CAMSAP Petar M. Djuric, Nahid Shirdel Abdolmaleki, Anand Ravishankar, Joaquín Míguez
2025	Misc	`conf`	Adaptive Acquisition in Bayesian Optimization with Agnostic Ensembles. ICASSP Anand Ravishankar, Fernando Llorente, Yuanqing Song, Petar M. Djuric
2025	J	`jnl`	Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning. Biomed. Signal Process. Control. Andrea Pitzus, Giulia Baldazzi, Marco Orrù, Luigi Raffo, Graziana Viola, Petar M. Djuric, Danilo Pani
2025	—	`conf`	Assessing Model Proficiency in Autonomous Agents: A Signal Processing Perspective. ICASSP Workshops Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2025	J	`jnl`	Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes. CoRR Daniel Waxman, Fernando Llorente, Petar M. Djuric
2025	C	`conf`	Channel Sensing Based Distance Estimation in Backscattering RF Tag Networks. ISCAS Yang Xie, Yang Li, Abeer Ahmad, Xiao Sha, Petar M. Djuric, Samir R. Das, Milutin Stanacevic
2025	Misc	`conf`	Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems. ICASSP Fernando Llorente, Daniel Waxman, Petar M. Djuric
2025	J	`jnl`	Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems. CoRR Fernando Llorente, Daniel Waxman, Petar M. Djuric
2025	J	`jnl`	Designing an Optimal Sensor Network via Minimizing Information Loss. CoRR Daniel Waxman, Fernando Llorente, Katia Lamer, Petar M. Djuric
2025	Misc	`conf`	Fast Sparse Learning from Streaming Data with LASSO. ICASSP Marija Iloska, Petar M. Djuric, Mónica F. Bugallo
2025	—	`conf`	Fetal Well-Being Prediction with One-Class Gaussian Process Anomaly Detection. EUSIPCO Taraneh G. Azarnir, Cassandra Heiselman, Petar M. Djuric
2025	J	`jnl`	Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing. CoRR Kurt Butler, Guanchao Feng, Petar M. Djuric
2025	—	`conf`	Improvement-Based Acquisition Functions for Level Set Estimation. EUSIPCO Anand Ravishankar, Fernando Llorente, Petar M. Djuric
2025	—	`conf`	Improving Communication Performance of Passive Backscattering Tags Using Collaborative Backscatter. RFID Abeer Ahmad, Manavjeet Singh, Yang Xie, Xiao Sha, Milutin Stanacevic, Samir R. Das, Petar M. Djuric
2025	J	`jnl`	Model Proficiency in Centralized Multi-Agent Systems: A Performance Study. CoRR Anna Guerra, Francesco Guidi, Pau Closas, Davide Dardari, Petar M. Djuric
2025	—	`conf`	Non-Stationary Causal Learning via Hierarchical Modeling. IEEECONF Daniel Waxman, Petar M. Djuric
2025	Misc	`conf`	Novel Deep Gaussian Process Structures with Flexible Depths. ICASSP Yuanqing Song, Yuhao Liu, Petar M. Djuric
2025	—	`conf`	Online Causal Inference under Interventions: A Modular Bayesian Framework. IEEECONF Kurt Butler, Guanchao Feng, Petar M. Djuric
2025	—	`conf`	Proficiency-Driven Decision-Making for Networks of Autonomous Agents. EUSIPCO Anna Guerra, Francesco Guidi, Siwei Zhang, Pau Closas, Davide Dardari, Petar M. Djuric
2025	J	`jnl`	Scalable Random Feature Latent Variable Models. IEEE Trans. Pattern Anal. Mach. Intell. Ying Li, Zhidi Lin, Yuhao Liu, Michael Minyi Zhang, Pablo M. Olmos, Petar M. Djuric
2025	J	`jnl`	Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares. IEEE Trans. Signal Process. Marija Iloska, Mónica F. Bugallo, Petar M. Djuric
2025	—	`conf`	Trustworthy Prediction with Gaussian Process Knowledge Scores. EUSIPCO Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djuric
2025	J	`jnl`	Trustworthy Prediction with Gaussian Process Knowledge Scores. CoRR Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djuric
2025	—	`conf`	Uncertainty Quantification in Probabilistic Machine Learning Models: Theory, Methods, and Insights. EUSIPCO Marzieh Ajirak, Anand Ravishankar, Petar M. Djuric
2025	J	`jnl`	Uncertainty Quantification in Probabilistic Machine Learning Models: Theory, Methods, and Insights. CoRR Marzieh Ajirak, Anand Ravishankar, Petar M. Djuric
2024	C	`conf`	A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. FUSION Daniel Waxman, Petar M. Djuric
2024	J	`jnl`	A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. CoRR Daniel Waxman, Petar M. Djuric
2024	J	`jnl`	A Vision and Proof of Concept for New Approach to Monitoring for Safer Future Smart Transportation Systems. Sensors Kent X. Eng, Yang Xie, Mauricio Pereira, Zygmunt J. Haas, Samir R. Das, Petar M. Djuric, Branko Glisic, Milutin Stanacevic
2024	J	`jnl`	Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery. CoRR Daniel Waxman, Kurt Butler, Petar M. Djuric
2024	J	`jnl`	Dynamic Online Ensembles of Basis Expansions. CoRR Daniel Waxman, Petar M. Djuric
2024	J	`jnl`	Dynamic Online Ensembles of Basis Expansions. Trans. Mach. Learn. Res. Daniel Waxman, Petar M. Djuric
2024	Misc	`conf`	Dynamic Random Feature Gaussian Processes for Bayesian Optimization of Time-Varying Functions. ICASSP Fernando Llorente, Petar M. Djuric
2024	J	`jnl`	Emerging trends in signal processing and machine learning for positioning, navigation and timing information: special issue editorial. EURASIP J. Adv. Signal Process. Pau Closas, Lorenzo Ortega, Julien Lesouple, Petar M. Djuric
2024	J	`jnl`	Explainable Learning with Gaussian Processes. CoRR Kurt Butler, Guanchao Feng, Petar M. Djuric
2024	C	`conf`	Filtering of High-Dimensional Data for Sequential Classification. FUSION Marzieh Ajirak, Yuhao Liu, Petar M. Djuric
2024	J	`jnl`	Fusion of Gaussian Processes Predictions with Monte Carlo Sampling. CoRR Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
2024	—	`conf`	Gaussian Process-Based Inference Toward Revealing Brain Functional Connectivity. EUSIPCO Chen Cui, Sima Mofakham, Jessica M. Phillips, Kurt Butler, Charles B. Mikell, Yuri B. Saalmann, Petar M. Djuric
2024	J	`jnl`	Gaussian Process-Gated Hierarchical Mixtures of Experts. IEEE Trans. Pattern Anal. Mach. Intell. Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
2024	Misc	`conf`	Improving Open-Set Recognition with Bayesian Metric Learning. ICASSP Tong Chen, Guanchao Feng, Petar M. Djuric
2024	Misc	`conf`	Inference of Time-Varying Graph Topologies via Gaussian Processes. ICASSP Chen Cui, Petar M. Djuric
2024	J	`jnl`	Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. Kurt Butler, Guanchao Feng, Petar M. Djuric
2024	Misc	`conf`	Novel Architecture of Deep Feature-Based Gaussian Processes with an Ensemble of Kernels. ICASSP Yuanqing Song, Yuhao Liu, Petar M. Djuric
2024	—	`conf`	On Counterfactual Interventions in Vector Autoregressive Models. EUSIPCO Kurt Butler, Marija Iloska, Petar M. Djuric
2024	J	`jnl`	On Counterfactual Interventions in Vector Autoregressive Models. CoRR Kurt Butler, Marija Iloska, Petar M. Djuric
2024	—	`conf`	Optimized Channel Phase Estimation in Passive RF Tag Network. RFID Yang Xie, Yang Li, Petar M. Djuric, Samir R. Das, Milutin Stanacevic
2024	J	`jnl`	Reinforcement Learning for Joint Detection and Mapping Using Dynamic UAV Networks. IEEE Trans. Aerosp. Electron. Syst. Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2024	J	`jnl`	Scalable Random Feature Latent Variable Models. CoRR Ying Li, Zhidi Lin, Yuhao Liu, Michael Minyi Zhang, Pablo M. Olmos, Petar M. Djuric
2024	C	`conf`	Self-Organized Sensor Eggs for Decentralized Localization and Sensing on Vulcano Island - A Glimpse into Future Space Exploration with Swarms. FUSION Fabio Broghammer, Thomas Wiedemann, Siwei Zhang, Armin Dammann, Christian Gentner, Petar M. Djuric
2024	Misc	`conf`	Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes. ICASSP Liu Yang, Kurt Butler, Petar M. Djuric
2024	A*	`conf`	Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems. NeurIPS Kurt Butler, Daniel Waxman, Petar M. Djuric
2024	J	`jnl`	Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems. CoRR Kurt Butler, Daniel Waxman, Petar M. Djuric
2024	J	`jnl`	Topology Inference of Directed Graphs by Gaussian Processes With Sparsity Constraints. IEEE Trans. Signal Process. Chen Cui, Paolo Banelli, Petar M. Djuric
2023	Misc	`conf`	A Gaussian Latent Variable Model for Incomplete Mixed Type Data. ICASSP Marzieh Ajirak, Petar M. Djuric
2023	—	`conf`	An Approach to Learning the Hierarchical Organization of the Frontal Lobe. EUSIPCO Kurt Butler, Duncan Cleveland, Charles B. Mikell, Sima Mofakham, Yuri B. Saalmann, Petar M. Djuric
2023	—	`conf`	Detecting Confounders in Multivariate Time Series using Strength of Causation. EUSIPCO Yuhao Liu, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric
2023	Misc	`conf`	Estimation of Time-Varying Graph Topologies from Graph Signals. ICASSP Yuhao Liu, Chen Cui, Marzieh Ajirak, Petar M. Djuric
2023	Misc	`conf`	FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING. ACSSC Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
2023	—	`conf`	Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2023	J	`jnl`	Gaussian Process-Gated Hierarchical Mixtures of Experts. CoRR Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
2023	—	`conf`	Learning from Heterogeneous Data with Deep Gaussian Processes. CAMSAP Marzieh Ajirak, Heidi Preis, Marci Lobel, Petar M. Djuric
2023	J	`jnl`	On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. Kurt Butler, Guanchao Feng, Petar M. Djuric
2023	J	`jnl`	Over-the-Air Synchronization of Time, Phase and Frequency in a Distributed Receiving System. IEEE Access Milos Janjic, Nenad Vukmirovic, Miljko Eric, Petar M. Djuric
2023	J	`jnl`	Sequential Estimation of Gaussian Process-Based Deep State-Space Models. IEEE Trans. Signal Process. Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
2023	J	`jnl`	Sequential Estimation of Gaussian Process-based Deep State-Space Models. CoRR Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
2022	J	`jnl`	A Differential Measure of the Strength of Causation. IEEE Signal Process. Lett. Kurt Butler, Guanchao Feng, Petar M. Djuric
2022	C	`conf`	Amplitude and Phase Estimation of Backscatter Tag-to-Tag Channel. ISCAS Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2022	Misc	`conf`	Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	—	`conf`	Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	—	`conf`	Ensembles of Gaussian process latent variable models. EUSIPCO Marzieh Ajirak, Yuhao Liu, Petar M. Djuric
2022	—	`conf`	Exploring Transfer Learning for Ventricular Tachycardia Electrophysiology Studies. CinC Andrea Pitzus, Giulia Baldazzi, Marco Orrù, Alberto Valdes Rey, Graziana Viola, Luigi Raffo, Petar M. Djuric, Danilo Pani
2022	J	`jnl`	Fusion of Probability Density Functions. CoRR Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
2022	J	`jnl`	Fusion of Probability Density Functions. Proc. IEEE Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
2022	—	`conf`	Gaussian Processes for Topology Inference of Directed Graphs. EUSIPCO Chen Cui, Paolo Banelli, Petar M. Djuric
2022	Misc	`conf`	Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022	—	`conf`	Inference with Deep Gaussian Process State Space Models. EUSIPCO Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
2022	—	`conf`	Multi-Agent Navigation with Reinforcement Learning Enhanced Information Seeking. EUSIPCO Siwei Zhang, Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2022	Misc	`conf`	Online Learning for Latent Yule-Simon Processes. ICASSP Asher A. Hensley, Petar M. Djuric
2022	—	`conf`	Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. EUSIPCO Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric
2022	J	`jnl`	Selection of Sensors for Efficient Transmitter Localization. IEEE/ACM Trans. Netw. Arani Bhattacharya, Caitao Zhan, Abhishek Maji, Himanshu Gupta, Samir R. Das, Petar M. Djuric
2022	Misc	`conf`	Tracking the Dimensions of Latent Spaces of Gaussian Process Latent Variable Models. ICASSP Yuhao Liu, Petar M. Djuric
2022	Misc	`conf`	Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	—	`conf`	3D Source Tracking with Large Antenna Arrays in the Fresnel Region. SPAWC Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2021	Misc	`conf`	Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. ICASSP Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric
2021	J	`jnl`	Bachelor of Science in Electrical Engineering Online: A Journey of Challenges and Triumphs. IEEE Signal Process. Mag. K. Wendy Tang, Petar M. Djuric
2021	Misc	`conf`	Bayesian Estimation of a Tail-Index with Marginalized Threshold. ICASSP Douglas E. Johnston, Petar M. Djuric
2021	—	`conf`	Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. EUSIPCO Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric
2021	J	`jnl`	Bayesian Reconstruction of Fourier Pairs. IEEE Trans. Signal Process. Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric
2021	Misc	`conf`	Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	—	`conf`	Collaborative Backscatter Based on Phase Channel Estimation in Passive RF Tag Networks. RFID-TA Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic
2021	Misc	`conf`	Enabling Passive Backscatter Tag Localization Without Active Receivers. SenSys Abeer Ahmad, Xiao Sha, Milutin Stanacevic, Akshay Athalye, Petar M. Djuric, Samir R. Das
2021	J	`jnl`	Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
2021	Misc	`conf`	Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2021	J	`jnl`	Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms. IEEE Trans. Signal Process. Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2021	J	`jnl`	Near-field Tracking with Large Antenna Arrays: Fundamental Limits and Practical Algorithms. CoRR Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2021	J	`jnl`	Networks of UAVs of Low-Complexity for Time-Critical Localization. CoRR Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2021	J	`jnl`	On the performance of particle filters with adaptive number of particles. Stat. Comput. Víctor Elvira, Joaquín Míguez, Petar M. Djuric
2021	Misc	`conf`	Particle Gibbs Sampling for Regime-Switching State-Space Models. ICASSP Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mónica F. Bugallo
2021	J	`jnl`	Performance Limits of Direct Wideband Coherent 3D Localization in Distributed Massive MIMO Systems. Sensors Nenad Vukmirovic, Miljko Eric, Petar M. Djuric
2021	C	`conf`	RF Energy Harvesting and Management for Near-Zero Power Passive Devices. ISCAS Yuanfei Huang, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2021	—	`conf`	The Use of Gaussian Processes as Particles for Sequential Monte Carlo Estimation of Time-Varying Functions. EUSIPCO Yuhao Liu, Petar M. Djuric
2021	—	`conf`	Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. EUSIPCO Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2020	Misc	`conf`	A Recursive Bayesian Solution for the Excess Over Threshold Distribution with Stochastic Parameters. ICASSP Douglas E. Johnston, Petar M. Djuric
2020	C	`conf`	A Self-Biased Low Modulation Index ASK Demodulator for Implantable Devices. ISCAS Xiao Sha, Yuanfei Huang, Tutu Wan, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2020	—	`conf`	Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention. CinC Ibrahim Hammoud, I. V. Ramakrishnan, Petar M. Djuric
2020	Misc	`conf`	Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2020	J	`jnl`	Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. IEEE Access Anna Guerra, Davide Dardari, Petar M. Djuric
2020	J	`jnl`	Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. CoRR Anna Guerra, Davide Dardari, Petar M. Djuric
2020	J	`jnl`	Dynamic Radar Networks of UAVs: A Tutorial Overview and Tracking Performance Comparison With Terrestrial Radar Networks. IEEE Veh. Technol. Mag. Anna Guerra, Davide Dardari, Petar M. Djuric
2020	Misc	`conf`	Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. ICASSP Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo
2020	—	`conf`	Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
2020	J	`jnl`	GP-LVM of categorical data from test-positive COVID-19 pregnant women. CoRR Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric
2020	—	`conf`	Gaussian Process State-Space Models with Time-Varying Parameters and Inducing Points. EUSIPCO Yuhao Liu, Petar M. Djuric
2020	Misc	`conf`	Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
2020	Misc	`conf`	On Measuring Doppler Shifts between Tags in a Backscattering Tag-to-Tag Network with Applications in Tracking. ICASSP Abeer Ahmad, Yuanfei Huang, Xiao Sha, Akshay Athalye, Milutin Stanacevic, Samir R. Das, Petar M. Djuric
2020	—	`conf`	Particle Filtering Under General Regime Switching. EUSIPCO Yousef El-Laham, Liu Yang, Petar M. Djuric, Mónica F. Bugallo
2020	—	`conf`	Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. PLANS Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2020	J	`jnl`	Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. CoRR Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
2020	A*	`conf`	Selection of Sensors for Efficient Transmitter Localization. INFOCOM Arani Bhattacharya, Caitao Zhan, Himanshu Gupta, Samir R. Das, Petar M. Djuric
2020	J	`jnl`	Spectrum Patrolling With Crowdsourced Spectrum Sensors. IEEE Trans. Cogn. Commun. Netw. Arani Bhattacharya, Ayon Chakraborty, Samir R. Das, Himanshu Gupta, Petar M. Djuric
2019	Misc	`conf`	A Recursive Bayesian Model for Extreme Values. ICASSP Douglas E. Johnston, Petar M. Djuric
2019	Misc	`conf`	A Variational Adaptive Population Importance Sampler. ICASSP Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo
2019	—	`conf`	Adaptive importance sampling supported by a variational auto-encoder. CAMSAP Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric
2019	J	`jnl`	Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking. IEEE Signal Process. Lett. Tiancheng Li, Franz Hlawatsch, Petar M. Djuric
2019	Misc	`conf`	Detecting Causality using Deep Gaussian Processes. ACSSC Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019	J	`jnl`	Direct Wideband Coherent Localization by Distributed Antenna Arrays. Sensors Nenad Vukmirovic, Miljko Eric, Milos Janjic, Petar M. Djuric
2019	J	`jnl`	Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]. IEEE Signal Process. Mag. Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric
2019	—	`conf`	Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019	Misc	`conf`	Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019	J	`jnl`	Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. IEEE Signal Process. Mag. Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo
2019	J	`jnl`	Joint Indoor Localization and Navigation of UAVs for Network Formation Control. CoRR Anna Guerra, Davide Dardari, Petar M. Djuric
2019	Misc	`conf`	Modeling and Estimation of Interactions of Yule-Simon Processes. ICASSP Lingqing Gan, Asher A. Hensley, Petar M. Djuric
2019	—	`conf`	Non-Centralized Navigation for Source Localization by Cooperative UAVs. EUSIPCO Anna Guerra, Davide Dardari, Petar M. Djuric
2019	Misc	`conf`	On Self-assessment of Proficiency of Autonomous Systems. ICASSP Petar M. Djuric, Pau Closas
2019	C	`conf`	Passive Wireless Channel Estimation in RF Tag Network. ISCAS Yasha Karimi, Yuanfei Huang, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic
2019	J	`jnl`	Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
2019	Misc	`conf`	RF-based Analytics Generated by Tag-to-tag Networks. ICASSP Milutin Stanacevic, Yasha Karimi, Guanchao Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric
2019	J	`jnl`	Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Trans. Signal Process. Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric
2019	—	`conf`	Study of mm-sized Coil to Coil Backscatter Based Communication Link. UEMCON Xiao Sha, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2018	—	`conf`	A Comparison Of Clipping Strategies For Importance Sampling. SSP Luca Martino, Victor Elvira, Joaquín Míguez, Antonio Artés-Rodríguez, Petar M. Djuric
2018	A	`conf`	BARNET: Towards Activity Recognition Using Passive Backscattering Tag-to-Tag Network. MobiSys Jihoon Ryoo, Yasha Karimi, Akshay Athalye, Milutin Stanacevic, Samir R. Das, Petar M. Djuric
2018	—	`conf`	Collaborative Target-Localization and Information-Based Control in Networks of UAVs. SPAWC Anna Guerra, Nicola Spamacci, Davide Dardari, Petar M. Djuric
2018	J	`jnl`	Crowd-Based Learning of Spatial Fields for the Internet of Things: From Harvesting of Data to Inference. IEEE Signal Process. Mag. Eva Arias-de-Reyna, Pau Closas, Davide Dardari, Petar M. Djuric
2018	—	`conf`	Estimation Of Spatial Fields Of Nlos/Los Conditions For Improved Localization In Indoor Environments. SSP Eva Arias-de-Reyna, Davide Dardari, Pau Closas, Petar M. Djuric
2018	—	`conf`	Graph representation using mutual information for graph model discrimination. EUSIPCO Francisco Hawas, Petar M. Djuric
2018	—	`conf`	Improved Adaptive Importance Sampling Based on Variational Inference. EUSIPCO Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo
2018	—	`conf`	In Search for Improved Auxiliary Particle Filters. EUSIPCO Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric
2018	Misc	`conf`	Joint Indoor Localization and Navigation of UAVs for Network Formation Control. ACSSC Anna Guerra, Davide Dardari, Petar M. Djuric
2018	—	`conf`	Leveraging RF Power for Intelligent Tag Networks. ACM Great Lakes Symposium on VLSI Emre Salman, Milutin Stanacevic, Samir Ranjan Das, Petar M. Djuric
2018	J	`jnl`	Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays. EURASIP J. Adv. Signal Process. Nenad Vukmirovic, Milos Janjic, Petar M. Djuric, Miljko Eric
2018	A*	`conf`	Spectrum Patrolling with Crowdsourced Spectrum Sensors. INFOCOM Ayon Chakraborty, Arani Bhattacharya, Snigdha Kamal, Samir R. Das, Himanshu Gupta, Petar M. Djuric
2018	—	`conf`	Tracking of Objects in a Passive Backscattering Tag-to-Tag Network. SPAWC Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric
2017	—	`conf`	A particle-based approach for topology estimation of gene networks. CAMSAP Cagla Tasdemir, Mónica F. Bugallo, Petar M. Djuric
2017	J	`jnl`	Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment. IEEE Trans. Signal Process. Victor Elvira, Joaquín Míguez, Petar M. Djuric
2017	J	`jnl`	Adaptive Importance Sampling: The past, the present, and the future. IEEE Signal Process. Mag. Mónica F. Bugallo, Victor Elvira, Luca Martino, David Luengo, Joaquín Míguez, Petar M. Djuric
2017	Misc	`conf`	Analysis of fetal heart rate series by nonparametric hidden Markov models. ACSSC Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2017	Misc	`conf`	Bayesian learning in a network with multi-hypothesis decision exchanges. ICASSP Lingqing Gan, Yunlong Wang, Petar M. Djuric
2017	—	`conf`	Bayesian selection of models of network formation. CAMSAP Lingqing Gan, Petar M. Djuric
2017	—	`conf`	Crowdsource-based signal strength field estimation by Gaussian processes. EUSIPCO Irene Santos, Petar M. Djuric
2017	—	`conf`	Design of a backscatter-based Tag-to-Tag system. RFID Yasha Karimi, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
2017	—	`conf`	Diffusion in networks by cooperative particle filtering. CAMSAP Hechuan Wang, Petar M. Djuric
2017	Misc	`conf`	Enhanced indoor localization through crowd sensing. ICASSP Eva Arias-de-Reyna, Davide Dardari, Pau Closas, Petar M. Djuric
2017	Misc	`conf`	Fetal heart rate classification by non-parametric Bayesian methods. ICASSP Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2017	—	`conf`	Impact of Short-Term Variations in the Generation Output of Geographically Dispersed PV Systems. HICSS Miroslav M. Begovic, InSu Kim, Branislav Vidakovic, Petar M. Djuric, Vladimir Jeremic
2017	Misc	`conf`	Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters. ICASSP Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2017	Misc	`conf`	Nonparametric learning for Hidden Markov Models with preferential attachment dynamics. ICASSP Asher A. Hensley, Petar M. Djuric
2017	—	`conf`	Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2017	—	`conf`	Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes. CAMSAP Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric
2017	J	`jnl`	Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions. IEEE Trans. Signal Process. Kamil Dedecius, Petar M. Djuric
2017	J	`jnl`	Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part I. IEEE Trans. Signal Process. Iñigo Urteaga, Petar M. Djuric
2017	J	`jnl`	Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part II. IEEE Trans. Signal Process. Iñigo Urteaga, Petar M. Djuric
2017	J	`jnl`	Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time. EURASIP J. Adv. Signal Process. Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2016	—	`conf`	A novel algorithm for adapting the number of particles in particle filtering. SAM Victor Elvira, Joaquín Míguez, Petar M. Djuric
2016	C	`conf`	Analog front end design for tags in backscatter-based tag-to-tag communication networks. ISCAS Akshay Athalye, Jinghui Jian, Yasha Karimi, Samir R. Das, Petar M. Djuric
2016	—	`conf`	Bayesian estimation of unknown parameters over networks. EUSIPCO Petar M. Djuric, Kamil Dedecius
2016	Misc	`conf`	Dirichlet process mixture models for time-dependent clustering. ICASSP Kezi Yu, Petar M. Djuric
2016	J	`jnl`	Distributed Bayesian Estimation of Linear Models With Unknown Observation Covariances. IEEE Trans. Signal Process. Yunlong Wang, Petar M. Djuric
2016	Misc	`conf`	Fetal heart rate analysis by hierarchical dirichlet process mixture models. ICASSP Kezi Yu, J. Gerald Quirk, Petar M. Djuric
2016	Misc	`conf`	Online adaptation of the number of particles of SMC methods. ICASSP Victor Elvira, Joaquín Míguez, Petar M. Djuric
2016	Misc	`conf`	Opinion dynamics in multi-agent systems with binary decision exchanges. ICASSP Yunlong Wang, Lingqing Gan, Petar M. Djuric
2016	J	`jnl`	Phase Cancellation in Backscatter-Based Tag-to-Tag Communication Systems. IEEE Internet Things J. Zhe Shen, Akshay Athalye, Petar M. Djuric
2016	—	`conf`	Sequential Monte Carlo methods under model uncertainty. SSP Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2016	Misc	`conf`	Sequential Monte Carlo sampling for correlated latent long-memory time-series. ICASSP Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2015	Misc	`conf`	Bayesian social learning in linear networks of agents with random behavior. ICASSP Yunlong Wang, Petar M. Djuric
2015	—	`conf`	Bayesian social learning with decision making in multiple rounds. CAMSAP Yunlong Wang, Lingqing Gan, Petar M. Djuric
2015	J	`jnl`	Detectors for Cooperative Mesh Networks With Decode-and-Forward Relays. IEEE Trans. Signal Process. Ángel M. Bravo-Santos, Petar M. Djuric
2015	Misc	`conf`	Diffusion filtration with approximate Bayesian computation. ICASSP Kamil Dedecius, Petar M. Djuric
2015	J	`jnl`	Distributed Sequential Estimation in Asynchronous Wireless Sensor Networks. IEEE Signal Process. Lett. Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
2015	J	`jnl`	Editorial. IEEE Trans. Signal Inf. Process. over Networks Petar M. Djuric
2015	—	`conf`	Estimation of gene expression by a bank of particle filters. EUSIPCO Mónica F. Bugallo, Cagla Tasdemir, Petar M. Djuric
2015	—	`conf`	Filtering of nonlinear time-series coupled by fractional Gaussian processes. CAMSAP Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2015	J	`jnl`	Guest Editorial Special Section on "Indoor Localization, Tracking, and Mapping With Heterogeneous Technologies". IEEE Trans. Veh. Technol. Davide Dardari, Pau Closas, Petar M. Djuric
2015	J	`jnl`	Indoor Tracking: Theory, Methods, and Technologies. IEEE Trans. Veh. Technol. Davide Dardari, Pau Closas, Petar M. Djuric
2015	Misc	`conf`	Multiple particle filtering with improved efficiency and performance. ICASSP Petar M. Djuric, Mónica F. Bugallo
2015	—	`conf`	On generative models for sequential formation of clusters. EUSIPCO Petar M. Djuric, Kezi Yu
2015	Misc	`conf`	On optimal mobile RSSI-sensor positioning for multi target tracking. ICASSP Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric
2015	Misc	`conf`	Particle filtering of ARMA processes of unknown order and parameters. ICASSP Iñigo Urteaga, Petar M. Djuric
2015	J	`jnl`	Proximity Detection with RFID: A Step Toward the Internet of Things. IEEE Pervasive Comput. Miodrag Bolic, Majed Rostamian, Petar M. Djuric
2015	J	`jnl`	RSSI-Based Multi-Target Tracking by Cooperative Agents Using Fusion of Cross-Target Information. IEEE Trans. Signal Process. Jonathan P. Beaudeau, Mónica F. Bugallo, Petar M. Djuric
2015	Misc	`conf`	Real-time self-tracking in the Internet of Things. ICASSP Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric
2015	J	`jnl`	Resampling Methods for Particle Filtering: Classification, implementation, and strategies. IEEE Signal Process. Mag. Tiancheng Li, Miodrag Bolic, Petar M. Djuric
2015	J	`jnl`	Sequential Estimation of Mixtures in Diffusion Networks. IEEE Signal Process. Lett. Kamil Dedecius, Jan Reichl, Petar M. Djuric
2015	—	`conf`	Sequential Monte Carlo sampling for systems with fractional Gaussian processes. EUSIPCO Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric
2015	J	`jnl`	Social Learning With Bayesian Agents and Random Decision Making. IEEE Trans. Signal Process. Yunlong Wang, Petar M. Djuric
2015	J	`jnl`	Social learning with heterogeneous agents and sequential decision making. Digit. Signal Process. Yunlong Wang, Petar M. Djuric
2015	J	`jnl`	Unsupervised State-Space Modeling Using Reproducing Kernels. IEEE Trans. Signal Process. Felipe A. Tobar, Petar M. Djuric, Danilo P. Mandic
2015	J	`jnl`	Vehicle Tracking Based on Fusion of Magnetometer and Accelerometer Sensor Measurements With Particle Filtering. IEEE Trans. Veh. Technol. Roland Hostettler, Petar M. Djuric
2014	J	`jnl`	A search-free DOA estimation algorithm for coprime arrays. Digit. Signal Process. Zhiyuan Weng, Petar M. Djuric
2014	Misc	`conf`	Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors. ICASSP Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric
2014	—	`conf`	Consensus for continuous belief functions. EUSIPCO Zhiyuan Weng, Petar M. Djuric
2014	J	`jnl`	Consensus-based Distributed Particle Filtering With Distributed Proposal Adaptation. IEEE Trans. Signal Process. Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
2014	—	`conf`	Cooperative mesh networks with EGC detectors. SAM Petar M. Djuric, Ángel M. Bravo-Santos
2014	Misc	`conf`	Distributed Bayesian learning with a Bernoulli model. ICASSP Zhe Shen, Petar M. Djuric
2014	J	`jnl`	Efficient Estimation of Linear Parameters from Correlated Node Measurements over Networks. IEEE Signal Process. Lett. Zhiyuan Weng, Petar M. Djuric
2014	Misc	`conf`	Efficient learning by consensus over regular networks. ICASSP Zhiyuan Weng, Petar M. Djuric
2014	Misc	`conf`	Estimation of ARMA state processes by particle filtering. ICASSP Iñigo Urteaga, Petar M. Djuric
2014	J	`jnl`	Fetal Heart Rate Classification Using Generative Models. IEEE Trans. Biomed. Eng. Shishir Dash, J. Gerald Quirk, Petar M. Djuric
2014	—	`conf`	Gaussian particle filtering in high-dimensional systems. SSP Mónica F. Bugallo, Petar M. Djuric
2014	J	`jnl`	Indoor Tracking With RFID Systems. IEEE J. Sel. Top. Signal Process. Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric
2014	—	`conf`	On sequential estimation of linear models from data with correlated noise. EUSIPCO Yunlong Wang, Petar M. Djuric
2014	—	`conf`	On the segmentation of switching autoregressive processes by nonparametric Bayesian methods. EUSIPCO Shishir Dash, Petar M. Djuric
2014	Misc	`conf`	Particle filtering in high-dimensional systems with Gaussian approximations. ICASSP Mónica F. Bugallo, Petar M. Djuric
2014	Misc	`conf`	Proximity detection with RFID in the Internet of Things. ACSSC Miodrag Bolic, Majed Rostamian, Petar M. Djuric
2014	Misc	`conf`	Sequential Bayesian learning in linear networks with random decision making. ICASSP Yunlong Wang, Petar M. Djuric
2013	J	`jnl`	A Bayesian Approach to Data Fusion in Sensor Networks CoRR Zhiyuan Weng, Petar M. Djuric
2013	J	`jnl`	A Gossip Method for Optimal Consensus on a Binary State From Binary Actions. IEEE J. Sel. Top. Signal Process. Yunlong Wang, Petar M. Djuric
2013	J	`jnl`	A Search-free DOA Estimation Algorithm for Coprime Arrays CoRR Zhiyuan Weng, Petar M. Djuric
2013	—	`conf`	A mobile system for non-centralized target tracking in presence of dynamic interferences. EUSIPCO Mónica F. Bugallo, Jonathan Beaudeau, Petar M. Djuric
2013	Misc	`conf`	Data fusion based on convex optimization. ICASSP Zhiyuan Weng, Petar M. Djuric
2013	J	`jnl`	Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison. IEEE Signal Process. Mag. Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
2013	—	`conf`	Distributed estimation in the presence of correlated noises. EUSIPCO Zhiyuan Weng, Petar M. Djuric
2013	Misc	`conf`	Models with products of Dirichlet processes. ICASSP Petar M. Djuric, André Ferrari
2013	J	`jnl`	On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization. Stat. Comput. Joaquín Míguez, Dan Crisan, Petar M. Djuric
2013	—	`conf`	Particle filtering for high-dimensional systems. CAMSAP Petar M. Djuric, Mónica F. Bugallo
2013	—	`conf`	Reaching Bayesian belief Over networks in the presence of communication noise. GlobalSIP Yunlong Wang, Petar M. Djuric
2013	—	`conf`	Reaching Bayesian consensus in cognitive systems by decision exchanges. EUSIPCO Yunlong Wang, Petar M. Djuric
2013	Misc	`conf`	Replication and optimization of hedge fund risk factor exposures. ICASSP Douglas E. Johnston, Iñigo Urteaga, Petar M. Djuric
2013	—	`conf`	Sequential estimation of linear models in distributed settings. EUSIPCO Yunlong Wang, Petar M. Djuric
2013	J	`jnl`	The Augmented Complex Particle Filter. IEEE Trans. Signal Process. Dahir H. Dini, Petar M. Djuric, Danilo P. Mandic
2013	Misc	`conf`	Tracking with RFID asynchronous measurements by particle filtering. ICASSP Li Geng, Mónica F. Bugallo, Petar M. Djuric
2013	—	`conf`	Tracking with asynchronous binary readings and layout information in RFID systems with sense-a-tags. EUSIPCO Li Geng, Mónica F. Bugallo, Petar M. Djuric
2012	—	`conf`	A Bayesian approach to covariance estimation and data fusion. EUSIPCO Zhiyuan Weng, Petar M. Djuric
2012	J	`jnl`	A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers. IEEE Trans. Signal Process. Cristina S. Maiz, Elisa M. Molanes-Lopez, Joaquín Míguez, Petar M. Djuric
2012	Misc	`conf`	Classification of fetal heart rate series. ICASSP Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric
2012	—	`conf`	Classification of multivariate data using Dirichlet process mixture models. ACSCC Petar M. Djuric, André Ferrari
2012	J	`jnl`	Communications with decode-and-forward relays in mesh networks CoRR Ángel M. Bravo-Santos, Petar M. Djuric
2012	J	`jnl`	Disturbed Bayesian Learning in Multiagent Systems: Improving our understanding of its capabilities and limitations. IEEE Signal Process. Mag. Petar M. Djuric, Yunlong Wang
2012	—	`conf`	Estimating hedge fund risk factor exposures. SPAWC Douglas E. Johnston, Petar M. Djuric
2012	Misc	`conf`	Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. ICASSP Bingxin Shen, Mónica F. Bugallo, Petar M. Djuric
2012	—	`conf`	Estimation of posterior distributions with population Monte Carlo sampling and graphical modeling. SSP Petar M. Djuric, Cagla Tasdemir
2012	—	`conf`	Learning dependencies among fetal heart rate features using Bayesian networks. EMBC Shishir Dash, J. Gerald Quirk, Petar M. Djuric
2012	J	`jnl`	Likelihood Consensus and Its Application to Distributed Particle Filtering. IEEE Trans. Signal Process. Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
2012	Misc	`conf`	Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation. ICASSP Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
2012	J	`jnl`	Particle Filtering of Stochastic Volatility Modeled With Leverage. IEEE J. Sel. Top. Signal Process. Petar M. Djuric, Mahsiul Khan, Douglas E. Johnston
2012	—	`conf`	Particle filtering for multivariate state-space models. ACSCC Petar M. Djuric, Mónica F. Bugallo
2012	Misc	`conf`	Reaching consensus on a binary state by exchanging binary actions. ICASSP Yunlong Wang, Petar M. Djuric
2012	—	`conf`	Real time indoor tracking of tagged objects with a network of RFID readers. EUSIPCO Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric
2012	Misc	`conf`	Target tracking with asynchronous measurements by a network of distributed mobile agents. ICASSP Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric
2011	Misc	`conf`	A Radio Frequency Identification System for accurate indoor localization. ICASSP Akshay Athalye, Vladimir Savic, Miodrag Bolic, Petar M. Djuric
2011	Misc	`conf`	A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. ICASSP Mónica F. Bugallo, Shishir Dash, Galina Botchkina, Marco Lops, Petar M. Djuric
2011	Misc	`conf`	Distributed Gaussian particle filtering using likelihood consensus. ICASSP Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
2011	Misc	`conf`	Efficient distributed resampling for particle filters. ICASSP Balakumar Balasingam, Miodrag Bolic, Petar M. Djuric, Joaquín Míguez
2011	—	`conf`	Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals. ACSCC Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric
2011	J	`jnl`	Likelihood Consensus and Its Application to Distributed Particle Filtering CoRR Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
2011	J	`jnl`	Likelihood Consensus-Based Distributed Particle Filtering with Distributed Proposal Density Adaptation CoRR Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
2011	—	`conf`	Non-centralized target tracking in networks of directional sensors: Further advances. CAMSAP Li Geng, Petar M. Djuric
2011	Misc	`conf`	Non-centralized target tracking with mobile agents. ICASSP Petar M. Djuric, Jonathan Beaudeau, Mónica F. Bugallo
2011	—	`conf`	On Localized Techniques for Detection of Voltage Stability Related Problems. HICSS Yang Song, Miroslav Begovic, Petar M. Djuric
2011	—	`conf`	Population Monte Carlo methodology a la Gibbs sampling. EUSIPCO Petar M. Djuric, Bingxin Shen, Mónica F. Bugallo
2011	—	`conf`	Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency. ACSCC Ondrej Sluciak, Ondrej Hlinka, Markus Rupp, Franz Hlawatsch, Petar M. Djuric
2011	J	`jnl`	The Science Behind Risk Management. IEEE Signal Process. Mag. Douglas E. Johnston, Petar M. Djuric
2010	Misc	`conf`	A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. ICASSP Mónica F. Bugallo, Galina Botchkina, Petar M. Djuric
2010	J	`jnl`	Assessment of nonlinear dynamic models by Kolmogorov-Smirnov statistics. IEEE Trans. Signal Process. Petar M. Djuric, Joaquín Míguez
2010	Misc	`conf`	Evaluation of a method's robustness. ICASSP Petar M. Djuric, Pau Closas, Mónica F. Bugallo, Joaquín Míguez
2010	C	`conf`	From Nature to Methods and Back to Nature. SECRYPT Petar M. Djuric
2010	J	`jnl`	Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation. IEEE J. Sel. Top. Signal Process. Mingyi Hong, Mónica F. Bugallo, Petar M. Djuric
2010	—	`conf`	Multiple marginalized population Monte Carlo. EUSIPCO Bingxin Shen, Mónica F. Bugallo, Petar M. Djuric
2010	—	`conf`	On Predicting the Times to Failure of Power Equipment. HICSS Miroslav Begovic, Petar M. Djuric
2010	J	`jnl`	Study of Algorithmic and Architectural Characteristics of Gaussian Particle Filters. J. Signal Process. Syst. Miodrag Bolic, Akshay Athalye, Sangjin Hong, Petar M. Djuric
2009	Misc	`conf`	Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. ICASSP Pau Closas, Mónica F. Bugallo, Petar M. Djuric
2009	Misc	`conf`	Data-driven online variational filtering in wireless sensor networks. ICASSP Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard
2009	—	`conf`	Estimation of stochastic rate constants and tracking of species in biochemical networks with second-order reactions. EUSIPCO Petar M. Djuric, Mónica F. Bugallo
2009	Misc	`conf`	Marginalized population Monte Carlo. ICASSP Mónica F. Bugallo, Mingyi Hong, Petar M. Djuric
2009	Misc	`conf`	Model assessment with Kolmogorov-Smirnov statistics. ICASSP Petar M. Djuric, Joaquín Míguez
2009	—	`conf`	SDR-based radar system for meteor detection. DPS Subodh Chiwate, Zejie Zhang, Kevin Mernick, Bingxin Shen, Dima Vavilov, Mónica F. Bugallo, Petar M. Djuric, Michael Marx, Helio Takai
2009	J	`jnl`	Sensor self-localization with beacon position uncertainty. Signal Process. Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2009	—	`conf`	Stochastic modeling of second order reactions using a moment propagation method. GENSiPS Vibha Mane, Mónica F. Bugallo, Petar M. Djuric
2008	Misc	`conf`	A stochastic approach to solving inverse problems of biochemical networks. ICASSP Mónica F. Bugallo, Petar M. Djuric
2008	—	`conf`	Complex systems and particle filtering. ACSCC Mónica F. Bugallo, Petar M. Djuric
2008	B	`conf`	On new stochastic approaches for solving forward and backward problems of biochemical networks. ITW Petar M. Djuric, Mónica F. Bugallo, Vibha Mane
2008	—	`conf`	Particle filtering and the inverse problem of biochemical networks. EUSIPCO Petar M. Djuric, Mónica F. Bugallo
2008	Misc	`conf`	RLS-assisted cost reference particle filtering. ICASSP Ting Lu, Mónica F. Bugallo, Petar M. Djuric
2008	—	`conf`	Session TA7b: Adaptive methods and Monte Carlo signal processing. ACSCC Petar M. Djuric
2008	Misc	`conf`	Stochastic simulation of coupled chemical reactions using recursive methods. ICASSP Vibha Mane, Mónica F. Bugallo, Petar M. Djuric
2008	J	`jnl`	Target Tracking by Particle Filtering in Binary Sensor Networks. IEEE Trans. Signal Process. Petar M. Djuric, Mahesh Vemula, Mónica F. Bugallo
2008	Misc	`conf`	Target tracking with mobile sensors using cost-reference particle filtering. ICASSP Yao Li, Petar M. Djuric
2007	—	`conf`	Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty. ICASSP (2) Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2007	J	`jnl`	Design Methodology for Domain Specific Parameterizable Particle Filter Realizations. IEEE Trans. Circuits Syst. I Regul. Pap. Sangjin Hong, Jinseok Lee, Akshay Athalye, Petar M. Djuric, We-Duke Cho
2007	—	`conf`	Fusion of information from biased sensor data by particle filtering. EUSIPCO Mónica F. Bugallo, Ting Lu, Petar M. Djuric
2007	—	`conf`	Multiple Particle Filtering. ICASSP (3) Petar M. Djuric, Ting Lu, Mónica F. Bugallo
2007	—	`conf`	Particle Filtering for Target Tracking with Mobile Sensors. ICASSP (2) Yao Li, Petar M. Djuric
2007	J	`jnl`	Performance Comparison of Gaussian-Based Filters Using Information Measures. IEEE Signal Process. Lett. Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2007	J	`jnl`	Performance comparison of EKF and particle filtering methods for maneuvering targets. Digit. Signal Process. Mónica F. Bugallo, Shanshan Xu, Petar M. Djuric
2007	—	`conf`	Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering. ICASSP (3) Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric
2007	J	`jnl`	Target tracking by fusion of random measures. Signal Image Video Process. Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2007	—	`conf`	Tracking with Biased Measurements of Signal Strength Sensors. DSP Mónica F. Bugallo, Ting Lu, Petar M. Djuric
2006	—	`conf`	Advances in cost-reference particle filtering. EUSIPCO Mónica F. Bugallo, Petar M. Djuric
2006	J	`jnl`	Design and Implementation of Flexible Resampling Mechanism for High-Speed Parallel Particle Filters. J. VLSI Signal Process. Sangjin Hong, Shu-Shin Chin, Petar M. Djuric, Miodrag Bolic
2006	—	`conf`	Distributed Architecture and Interconnection Scheme for Multiple Model Particle Filters. ICASSP (3) Akshay Athalye, Sangjin Hong, Petar M. Djuric
2006	J	`jnl`	Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics". EURASIP J. Adv. Signal Process. Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2006	C	`conf`	Fusion of Information for Sensor Self-Localization by a Monte Carlo Method. FUSION Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2006	J	`jnl`	High-throughput scalable parallel resampling mechanism for effective redistribution of particles. IEEE Trans. Signal Process. Sangjin Hong, Petar M. Djuric
2006	—	`conf`	Maneuvering Target Tracking with Simplified Cost Reference Particle Filters. ICASSP (4) Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric
2006	—	`conf`	New Probabilistic Method for Estimation of Equipment Failures and Development of Replacement Strategies. HICSS Miroslav Begovic, Petar M. Djuric, Joshua Perkel, Branislav Vidakovic, Damir Novosel
2006	C	`conf`	Prediction of power equipment failures based on chronological failure records. ISCAS Petar M. Djuric, Miroslav Begovic, Joshua Perkel
2006	—	`conf`	Target Tracking in a Two-Tiered Hierarchical Sensor Network. ICASSP (4) Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric
2006	—	`conf`	Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering. ICASSP (4) Mónica F. Bugallo, Petar M. Djuric
2005	J	`jnl`	A sequential Monte Carlo method for adaptive blind timing estimation and data detection. IEEE Trans. Signal Process. Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric
2005	J	`jnl`	Adaptive Blind Multiuser Detection over Flat Fast Fading Channels Using Particle Filtering. EURASIP J. Wirel. Commun. Netw. Yufei Huang, Jianqiu (Michelle) Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo
2005	—	`conf`	An application of system theory to stochastic models for first order chemical reactions. ICASSP (5) Xueying Zhang, Katrien De Cock, Mónica F. Bugallo, Petar M. Djuric
2005	J	`jnl`	Bayesian detection for BLAST. IEEE Trans. Signal Process. Yufei Huang, Jianqiu (Michelle) Zhang, Petar M. Djuric
2005	—	`conf`	Decision fusion for distributed target tracking using cost reference particle filtering. EUSIPCO Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2005	J	`jnl`	Generic Hardware Architectures for Sampling and Resampling in Particle Filters. EURASIP J. Adv. Signal Process. Akshay Athalye, Miodrag Bolic, Sangjin Hong, Petar M. Djuric
2005	—	`conf`	Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering. ICASSP (4) Joaquín Míguez, Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric
2005	J	`jnl`	Resampling algorithms and architectures for distributed particle filters. IEEE Trans. Signal Process. Miodrag Bolic, Petar M. Djuric, Sangjin Hong
2005	J	`jnl`	Signal Processing: is the future bright? [from The Editor]. IEEE Signal Process. Mag. Petar M. Djuric
2005	J	`jnl`	Simplifying Physical Realization of Gaussian Particle Filters with Block-Level Pipeline Control. EURASIP J. Adv. Signal Process. Sangjin Hong, Petar M. Djuric, Miodrag Bolic
2005	—	`conf`	Tracking with particle filtering in tertiary wireless sensor networks. ICASSP (4) Petar M. Djuric, Mahesh Vemula, Mónica F. Bugallo
2004	J	`jnl`	A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics. EURASIP J. Adv. Signal Process. Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2004	J	`jnl`	A blind particle filtering detector of signals transmitted over flat fading channels. IEEE Trans. Signal Process. Yufei Huang, Petar M. Djuric
2004	—	`conf`	A design complexity comparison method for loop-based signal processing algorithms: particle filters. ISCAS (2) Sangjin Hong, Miodrag Bolic, Petar M. Djuric
2004	J	`jnl`	A hybrid importance function for particle filtering. IEEE Signal Process. Lett. Yufei Huang, Petar M. Djuric
2004	—	`conf`	A particle filter for blind timing recovery and data detection in fast fading wireless channels. ICASSP (4) Tadesse Ghirmai, Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2004	J	`jnl`	A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels. Signal Process. Joaquín Míguez, Tadesse Ghirmai, Mónica F. Bugallo, Petar M. Djuric
2004	B	`conf`	Adaptive blind multiuser detection over flat fast fading channels using particle filtering. GLOBECOM Yufei Huang, Jianqiu (Michelle) Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo
2004	—	`conf`	Algorithmic modification of Particle Filters for hardware implementation. EUSIPCO Miodrag Bolic, Akshay Athalye, Petar M. Djuric, Sangjin Hong
2004	J	`jnl`	An efficient fixed-point implementation of residual resampling scheme for high-speed particle filters. IEEE Signal Process. Lett. Sangjin Hong, Miodrag Bolic, Petar M. Djuric
2004	J	`jnl`	Blind equalization for time-varying channels and multiple samples processing using particle filtering. Digit. Signal Process. Tadesse Ghirmai, Jayesh H. Kotecha, Petar M. Djuric
2004	J	`jnl`	Blind equalization of frequency-selective channels by sequential importance sampling. IEEE Trans. Signal Process. Joaquín Míguez, Petar M. Djuric
2004	J	`jnl`	Blind sequential detection for Rayleigh fading channels using hybrid Monte Carlo-recursive identification algorithms. Signal Process. Jayesh H. Kotecha, Petar M. Djuric
2004	J	`jnl`	Criteria for ieee sp paper awards-can they be improved? [From the editor]. IEEE Signal Process. Mag. Petar M. Djuric
2004	—	`conf`	Density assisted particle filters for state and parameter estimation. ICASSP (2) Petar M. Djuric, Mónica F. Bugallo, Joaquín Míguez
2004	J	`jnl`	Editorial. EURASIP J. Adv. Signal Process. Petar M. Djuric, Simon J. Godsill, Arnaud Doucet
2004	—	`conf`	Maneuvering target tracking using cost reference particle filtering. ICASSP (3) Mónica F. Bugallo, Shanshan Xu, Joaquín Míguez, Petar M. Djuric
2004	—	`conf`	Monte Carlo methods for signal processing: Recent advances. EUSIPCO Petar M. Djuric
2004	J	`jnl`	Resampling Algorithms for Particle Filters: A Computational Complexity Perspective. EURASIP J. Adv. Signal Process. Miodrag Bolic, Petar M. Djuric, Sangjin Hong
2004	—	`conf`	Stochastic simulation and parameter estimation of first order chemical reactions. EUSIPCO Katrien De Cock, Xueying Zhang, Mónica F. Bugallo, Petar M. Djuric
2003	—	`conf`	Detection with particle filtering in BLAST systems. ICC Yufei Huang, Jianqiu Zhang, Petar M. Djuric
2003	J	`jnl`	Gaussian particle filtering. IEEE Trans. Signal Process. Jayesh H. Kotecha, Petar M. Djuric
2003	J	`jnl`	Gaussian sum particle filtering. IEEE Trans. Signal Process. Jayesh H. Kotecha, Petar M. Djuric
2003	—	`conf`	Improving frequency resolution for correlation-based spectral estimation methods using subband decomposition. ICASSP (6) David Bonacci, Corinne Mailhes, Petar M. Djuric
2003	—	`conf`	Joint symbol detection and timing estimation using particle filtering. ICASSP (4) Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric
2003	B	`conf`	Joint velocity estimation and symbol detection in non-stationary fading channels by particle filtering. GLOBECOM Yufei Huang, Petar M. Djuric, Jianqiu (Michelle) Zhang
2003	—	`conf`	New resampling algorithms for particle filters. ICASSP (2) Miodrag Bolic, Petar M. Djuric, Sangjin Hong
2003	J	`jnl`	Particle filtering. IEEE Signal Process. Mag. Petar M. Djuric, Jayesh H. Kotecha, Jianqui Zhang, Yufei Huang, Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez
2002	—	`conf`	A blind particle filtering detector for joint channel estimation, tracking and data detection over flat fading channels. EUSIPCO Yufei Huang, Petar M. Djuric
2002	Misc	`conf`	A new importance function for particle filtering and its application to blind detection in flat fading channels. ICASSP Yufei Huang, Petar M. Djuric
2002	J	`jnl`	An MCMC sampling approach to estimation of nonstationary hidden Markov models. IEEE Trans. Signal Process. Petar M. Djuric, Joon-Hwa Chun
2002	—	`conf`	Applications of particle filtering to communications: A review. EUSIPCO Petar M. Djuric, Jianqiu Zhang, Tadesse Ghirmai, Yufei Huang, Jayesh H. Kotecha
2002	—	`conf`	Blind equalization by sequential importance sampling. ISCAS (1) Joaquín Míguez, Petar M. Djuric
2002	J	`jnl`	Guest editorial special issue on monte carlo methods for statistical signal processing. IEEE Trans. Signal Process. Petar M. Djuric, Simon J. Godsill
2002	J	`jnl`	Joint Estimation and Decoding of Space-Time Trellis Codes. EURASIP J. Adv. Signal Process. Jianqiu Zhang, Petar M. Djuric
2002	J	`jnl`	Multibeam cellular mobile communications with dynamic channel assignment. IEEE Trans. Veh. Technol. Jung-Lin Pan, Petar M. Djuric
2002	J	`jnl`	Multiuser detection of synchronous code-division multiple-access signals by perfect sampling. IEEE Trans. Signal Process. Yufei Huang, Petar M. Djuric
2002	—	`conf`	Multiuser detection with particle filtering. EUSIPCO Jianqiu Zhang, Yufei Huang, Petar M. Djuric
2002	J	`jnl`	Perfect sampling: a review and applications to signal processing. IEEE Trans. Signal Process. Petar M. Djuric, Yufei Huang, Tadesse Ghirmai
2002	J	`jnl`	Sequential Parameter Estimation of Time-Varying Non-Gaussian Autoregressive Processes. EURASIP J. Adv. Signal Process. Petar M. Djuric, Jayesh H. Kotecha, Fabien Esteve, Etienne Perret
2002	Misc	`conf`	Sequential detector for nonlinear channels with applications to satellite communications. ICASSP Jayesh H. Kotecha, Petar M. Djuric
2002	Misc	`conf`	Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters. ICASSP Petar M. Djuric, Joaquín Míguez
2002	J	`jnl`	Variable Selection by Perfect Sampling. EURASIP J. Adv. Signal Process. Yufei Huang, Petar M. Djuric
2001	Misc	`conf`	Adaptive signal processing by particle filters and discounting of old measurements. ICASSP Petar M. Djuric, Jayesh H. Kotecha, Jean-Yves Tourneret, Stéphane Lesage
2001	Misc	`conf`	Bayesian estimation of chirplet signals by MCMC sampling. ICASSP Chung-Chieh Lin, Petar M. Djuric
2001	J	`jnl`	Classification of Digital Modulations Using MCMC Methods. Monte Carlo Methods Appl. Stéphane Lesage, Jean-Yves Tourneret, Petar M. Djuric
2001	Misc	`conf`	Classification of digital modulations by MCMC sampling. ICASSP Stéphane Lesage, Jean-Yves Tourneret, Petar M. Djuric
2001	Misc	`conf`	Gaussian sum particle filtering for dynamic state space models. ICASSP Jayesh H. Kotecha, Petar M. Djuric
2001	J	`jnl`	Model selection by MCMC computation. Signal Process. Christophe Andrieu, Petar M. Djuric, Arnaud Doucet
2001	Misc	`conf`	Multiuser detection of synchronous CDMA signals by the Gibbs coupler. ICASSP Yufei Huang, Petar M. Djuric
2001	Misc	`conf`	On-line model selection of nonstationary time series using Gerschgorin disks. ICASSP Patrice Michel, Jean-Yves Tourneret, Petar M. Djuric
2001	Misc	`conf`	Performance comparison of BNN and MPNN on proben1 database. CATA Daewon An, K. Wendy Tang, Petar M. Djuric
2001	—	`ch.`	Sequential Estimation of Signals under Model Uncertainty. Sequential Monte Carlo Methods in Practice Petar M. Djuric
2000	Misc	`conf`	Bayesian detection of transient signals in colored noise. ICASSP Yufei Huang, Petar M. Djuric
2000	—	`conf`	Choosing priors for an important class of signal processing problems. EUSIPCO Yufei Huang, Petar M. Djuric
2000	J	`jnl`	Estimation of a Bernoulli parameter p from imperfect trials. IEEE Signal Process. Lett. Petar M. Djuric, Yufei Huang
2000	Misc	`conf`	Estimation of chirp signals by MCMC. ICASSP Chung-Chieh Lin, Petar M. Djuric
2000	—	`conf`	Hybrid Monte Carlo - Recursive identification algorithms for blind detection over a Rayleigh fading channel. EUSIPCO Jayesh H. Kotecha, Petar M. Djuric
2000	Misc	`conf`	Sequential Monte Carlo sampling detector for Rayleigh fast-fading channels. ICASSP Jayesh H. Kotecha, Petar M. Djuric
2000	—	`conf`	Sequential estimation of probability of events. EUSIPCO Petar M. Djuric
2000	Misc	`conf`	Sequential estimation of random parameters under model uncertainty. ICASSP Petar M. Djuric
1999	—	`conf`	A multibeam medium access scheme for multiple services in wireless cellular communications. ICC Jung-Lin Pan, Stephen S. Rappaport, Petar M. Djuric
1999	Misc	`conf`	Estimation of nonstationary hidden Markov models by MCMC sampling. ICASSP Petar M. Djuric, Joon-Hwa Chun
1999	Misc	`conf`	Gibbs sampling approach for generation of truncated multivariate Gaussian random variables. ICASSP Jayesh H. Kotecha, Petar M. Djuric
1999	J	`jnl`	Multibeam cellular communication systems with dynamic channel assignment across multiple sectors. Wirel. Networks Jung-Lin Pan, Stephen S. Rappaport, Petar M. Djuric
1998	J	`jnl`	Asymptotic MAP criteria for model selection. IEEE Trans. Signal Process. Petar M. Djuric
1998	Misc	`conf`	Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations. ICASSP Petar M. Djuric, Simon J. Godsill, William J. Fitzgerald, Peter J. W. Rayner
1998	J	`jnl`	MMSE estimation of nonlinear parameters of multiple linear/quadratic chirps. IEEE Trans. Signal Process. Hsiang-Tsun Li, Petar M. Djuric
1998	—	`conf`	Variable selection by a reversible jump MCMC approach. EUSIPCO Petar M. Djuric
1997	Misc	`conf`	Cluster validation criteria for image segmentation. ICASSP Jong-Kae Fwu, Petar M. Djuric
1997	J	`jnl`	EM algorithm for image segmentation initialized by a tree structure scheme. IEEE Trans. Image Process. Jong-Kae Fwu, Petar M. Djuric
1997	J	`jnl`	On the detection of edges in vector images. IEEE Trans. Image Process. Petar M. Djuric, Jong-Kae Fwu
1997	Misc	`conf`	Parameter estimation for non-Gaussian autoregressive processes. ICASSP Edward R. Beadle, Petar M. Djuric
1997	J	`jnl`	Uniform random parameter generation of stable minimum-phase real ARMA (p, q) processes. IEEE Signal Process. Lett. Edward R. Beadle, Petar M. Djuric
1997	Misc	`conf`	Using the bootstrap to select models. ICASSP Petar M. Djuric
1996	J	`jnl`	A model selection rule for sinusoids in white Gaussian noise. IEEE Trans. Signal Process. Petar M. Djuric
1996	J	`jnl`	A novel approach to detection of closely spaced sinusoids. Signal Process. Hsiang-Tsun Li, Petar M. Djuric
1996	J	`jnl`	An iterative MMSE procedure for parameter estimation of damped sinusoidal signals. Signal Process. Hsiang-Tsun Li, Petar M. Djuric
1996	Misc	`conf`	MMSE parameter estimation of multiple chirp signals. ICASSP Hsiang-Tsun Li, Petar M. Djuric
1996	J	`jnl`	Model order selection of damped sinusoids in noise by predictive densities. IEEE Trans. Signal Process. William B. Bishop, Petar M. Djuric
1996	Misc	`conf`	On the processing of piecewise-constant signals by hierarchical models with application to single ion channel currents. ICASSP Petar M. Djuric, Jong-Kae Fwu, Slobodan Jovanovic, Kelvin Lynn
1996	J	`jnl`	Unsupervised vector image segmentation by a tree structure-ICM algorithm. IEEE Trans. Medical Imaging Jong-Kae Fwu, Petar M. Djuric
1996	Misc	`conf`	Unsupervised vector image segmentation by the ICM method. ICASSP Jong-Kae Fwu, Petar M. Djuric
1995	C	`conf`	A Bayesian Model Order Determination Rule for Harmonic Signals. ISCAS Petar M. Djuric
1995	C	`conf`	A Novel Approach to Detection of Closely Spaced Sinisoids. ISCAS Hsiang-Tsun Li, Petar M. Djuric
1995	J	`jnl`	Bayesian detection and estimation of cisoids in colored noise. IEEE Trans. Signal Process. Chao-Ming Cho, Petar M. Djuric
1995	J	`jnl`	Bayesian spectrum estimation of harmonic signals. IEEE Signal Process. Lett. Petar M. Djuric, Hsiang-Tsun Li
1995	Misc	`conf`	Model order selection of damped sinusoids by predictive densities. ICASSP William B. Bishop, Petar M. Djuric
1994	—	`conf`	A MAP solution to off-line segmentation of signals. ICASSP (4) Petar M. Djuric
1994	—	`conf`	An efficient Bayes solution to AR signal modelling for short sequences. ICASSP (4) Douglas E. Johnston, Petar M. Djuric
1994	C	`conf`	Bayesian Detection and MMSE Frequency Estimation of Sinusoidal Signals via Adaptive Importance Sampling. ISCAS Douglas E. Johnston, Petar M. Djuric
1994	C	`conf`	Bayesian procedure for the Detection of Damped Signals. ISCAS Petar M. Djuric, William B. Bishop, Douglas E. Johnston
1994	J	`jnl`	Detection and estimation of DOA's of signals via Bayesian predictive densities. IEEE Trans. Signal Process. Chao-Ming Cho, Petar M. Djuric
1994	—	`conf`	Detection and estimation of multiple cisoids in colored noise by Bayesian predictive densities. ICASSP (4) Chao-Ming Cho, Petar M. Djuric
1994	J	`jnl`	Model selection based on Bayesian predictive densities and multiple data records. IEEE Trans. Signal Process. Petar M. Djuric, Steven M. Kay
1993	—	`conf`	Detection and localization of multiple sources via Bayesian predictive densities. ICASSP (4) Chao-Ming Cho, Petar M. Djuric
1993	C	`conf`	Frequency estimation of sinusoids in colored noise. ISCAS Petar M. Djuric, Chao-Ming Cho
1993	—	`conf`	Simultaneous detection and frequency estimation of sinusoidal signals. ICASSP (4) Petar M. Djuric
1992	J	`jnl`	Order selection of autoregressive models. IEEE Trans. Signal Process. Petar M. Djuric, Steven M. Kay
1992	Misc	`conf`	Segmentation of nonstationary signals. ICASSP Petar M. Djuric, Steven M. Kay, Gloria Faye Boudreaux-Bartels
1991	Misc	`conf`	Model order estimation of 2D autoregressive processes. ICASSP Petar M. Djuric, Steven M. Kay
1990	J	`jnl`	Parameter estimation of chirp signals. IEEE Trans. Acoust. Speech Signal Process. Petar M. Djuric, Steven M. Kay
1990	Misc	`conf`	Predictive probability as a criterion for model selection. ICASSP Petar M. Djuric, Steven M. Kay
1989	Misc	`conf`	A simple frequency rate estimator. ICASSP Petar M. Djuric, Steven M. Kay
1988	Misc	`conf`	An approximate maximum likelihood ARMA estimator based on the power cepstrum. ICASSP Steven M. Kay, Leland B. Jackson, Jianguo Huang, Petar M. Djuric