Bruno Scalzo Dees

According to our database, Bruno Scalzo Dees authored at least 31 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A class of doubly stochastic shift operators for random graph signals and their boundedness.

Bruno Scalzo, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic

Neural Networks, January, 2023

2022

Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification.

Alvaro Arroyo, Bruno Scalzo, Ljubisa Stankovic, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A lower bound on the tensor rank based on its maximally square matrix unfolding.

Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

Signal Process., 2021

HOTTBOX: Higher Order Tensor ToolBOX.

Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

CoRR, 2021

Graph Theory for Metro Traffic Modelling.

Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2021

Nonstationary Portfolios: Diversification in the Spectral Domain.

Bruno Scalzo, Alvaro Arroyo, Ljubisa Stankovic, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2021

Robust PCA Through Maximum Correntropy Power Iterations.

Jean P. Chereau, Bruno Scalzo, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals.

Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part II: Signals on Graphs.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part I: Graphs and Spectra on Graphs.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides

Found. Trends Mach. Learn., 2020

Vertex-frequency graph signal processing: A comprehensive review.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides

Digit. Signal Process., 2020

Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides

CoRR, 2020

A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation.

Zehua Chen, Bruno Scalzo Dees, Danilo P. Mandic

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Low-Dimensionality Method for Data-Driven Graph Learning.

Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic, Milos Brajovic, Bruno Scalzo Dees, Anthony G. Constantinides

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Portfolio Cuts: A Graph-Theoretic Framework to Diversification.

Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion Approach.

Min Xiang, Bruno Scalzo Dees, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., 2019

A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression.

Alexander E. Stott, Bruno Scalzo Dees, Ilia Kisil, Danilo P. Mandic

Signal Process., 2019

Graph Theory and Metro Traffic Modelling.

Bruno Scalzo Dees, Anthony G. Constantinides, Danilo P. Mandic

CoRR, 2019

A Statistically Identifiable Model for Tensor-Valued Gaussian Random Variables.

Bruno Scalzo Dees, Danilo P. Mandic

CoRR, 2019

Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations.

Jean P. Chereau, Bruno Scalzo Dees, Danilo P. Mandic

CoRR, 2019

Graph Signal Processing - Part II: Processing and Analyzing Signals on Graphs.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Anthony G. Constantinides

CoRR, 2019

Unitary Shift Operators on a Graph.

Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic

CoRR, 2019

A Unifying Analysis of Shift Operators on a Graph.

Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic

CoRR, 2019

Vertex-Frequency Graph Signal Processing.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides

CoRR, 2019

Graph Signal Processing - Part I: Graphs, Graph Spectra, and Spectral Clustering.

Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo Dees, Tony Constantinides

CoRR, 2019

Tensor Decompositions and Practical Applications: A Hands-on Tutorial.

Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic

Proceedings of the Recent Trends in Learning From Data, 2019

Simultaneous DFT and IDFT through Widely Linear CLMS.

Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Correntropy-Based Adaptive Filtering of Noncircular Complex Data.

Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft.

Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Text Mining - A Key Lynchpin in the Investment Process: A Survey.

Athanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic

Proceedings of the Applications of Intelligent Systems, 2018