Bruno Scalzo Dees

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 22

Top Topics

Adaptive Filtering

Tensor Decomposition

Robust Principal Component Analysis

Top Venues

Signal Process.

Publications

Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
HOTTBOX: Higher Order Tensor ToolBOX. CoRR (2021)
Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic
Graph Theory for Metro Traffic Modelling. CoRR (2021)
Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic
Graph Theory for Metro Traffic Modelling. IJCNN (2021)
Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
A lower bound on the tensor rank based on its maximally square matrix unfolding. Signal Process. 180 (2021)
Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic, Milos Brajovic, Bruno Scalzo Dees, Anthony G. Constantinides
A Low-Dimensionality Method for Data-Driven Graph Learning. ICASSP (2020)
Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic
Portfolio Cuts: A Graph-Theoretic Framework to Diversification. ICASSP (2020)
Zehua Chen, Bruno Scalzo Dees, Danilo P. Mandic
A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation. IJCNN (2020)
Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic
Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals. IEEE Trans. Circuits Syst. II Express Briefs (7) (2020)
Min Xiang, Bruno Scalzo Dees, Danilo P. Mandic
Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion Approach. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic
Simultaneous DFT and IDFT through Widely Linear CLMS. ICASSP (2019)
Bruno Scalzo Dees, Danilo P. Mandic
A Statistically Identifiable Model for Tensor-Valued Gaussian Random Variables. CoRR (2019)
Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
A Unifying Analysis of Shift Operators on a Graph. CoRR (2019)
Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
Unitary Shift Operators on a Graph. CoRR (2019)
Bruno Scalzo Dees, Anthony G. Constantinides, Danilo P. Mandic
Graph Theory and Metro Traffic Modelling. CoRR (2019)
Alexander E. Stott, Bruno Scalzo Dees, Ilia Kisil, Danilo P. Mandic
A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression. Signal Process. 160 (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo Dees, Tony Constantinides
Graph Signal Processing - Part I: Graphs, Graph Spectra, and Spectral Clustering. CoRR (2019)
Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
Tensor Decompositions and Practical Applications: A Hands-on Tutorial. INNSBDDL (Tutorials) (2019)
Jean P. Chereau, Bruno Scalzo Dees, Danilo P. Mandic
Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations. CoRR (2019)
Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic
Portfolio Cuts: A Graph-Theoretic Framework to Diversification. CoRR (2019)
Athanasios Konstantinidis, Bruno Scalzo Dees, Giuseppe Giovanni Calvi, Danilo P. Mandic
Text Mining - A Key Lynchpin in the Investment Process: A Survey. APPIS (2018)
Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic
Correntropy-Based Adaptive Filtering of Noncircular Complex Data. ICASSP (2018)
Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic
Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft. ICASSP (2018)