Text Mining - A Key Lynchpin in the Investment Process: A Survey. - Athanasios Konstantinidis 001; Bruno Scalzo Dees; Giuseppe Giovanni Calvi; Danilo P. Mandic (APPIS, 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 (ICASSP, 2018)

Correntropy-Based Adaptive Filtering of Noncircular Complex Data. - Bruno Scalzo Dees; Yili Xia; Scott C. Douglas; Danilo P. Mandic (ICASSP, 2018)

Simultaneous DFT and IDFT through Widely Linear CLMS. - Xing Zhang 005; Bruno Scalzo Dees; Chunguo Li; Yili Xia; Luxi Yang; Danilo P. Mandic (ICASSP, 2019)

Tensor Decompositions and Practical Applications: A Hands-on Tutorial. - Ilya Kisil; Giuseppe Giovanni Calvi; Bruno Scalzo Dees; Danilo P. Mandic (INNSBDDL (Tutorials), 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)

Vertex-Frequency Graph Signal Processing. - Ljubisa Stankovic; Danilo P. Mandic; Milos Dakovic; Bruno Scalzo; Milos Brajovic; Ervin Sejdic; Anthony G. Constantinides (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)

Unitary Shift Operators on a Graph. - Bruno Scalzo Dees; Ljubisa Stankovic; Milos Dakovic; Anthony G. Constantinides; 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)

Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations. - Jean P. Chereau; Bruno Scalzo Dees; Danilo P. Mandic (CoRR, 2019)

A Statistically Identifiable Model for Tensor-Valued Gaussian Random Variables. - Bruno Scalzo Dees; Danilo P. Mandic (CoRR, 2019)

Graph Theory and Metro Traffic Modelling. - Bruno Scalzo Dees; Anthony G. Constantinides; Danilo P. Mandic (CoRR, 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)

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)

Portfolio Cuts: A Graph-Theoretic Framework to Diversification. - Bruno Scalzo Dees; Ljubisa Stankovic; Anthony G. Constantinides; Danilo P. Mandic (ICASSP, 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 (ICASSP, 2020)

A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation. - Zehua Chen; Bruno Scalzo Dees; Danilo P. Mandic (IJCNN, 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)

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)

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)

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 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)

Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals. - Xing Zhang 005; Bruno Scalzo Dees; Chunguo Li; Yili Xia; Luxi Yang; Danilo P. Mandic (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

Robust PCA Through Maximum Correntropy Power Iterations. - Jean P. Chereau; Bruno Scalzo; Danilo P. Mandic (ICASSP, 2021)

Nonstationary Portfolios: Diversification in the Spectral Domain. - Bruno Scalzo; Alvaro Arroyo; Ljubisa Stankovic; Danilo P. Mandic (ICASSP, 2021)

Graph Theory for Metro Traffic Modelling. - Bruno Scalzo Dees; Yao Lei Xu; Anthony G. Constantinides; Danilo P. Mandic (IJCNN, 2021)

HOTTBOX: Higher Order Tensor ToolBOX. - Ilya Kisil; Giuseppe Giovanni Calvi; Bruno Scalzo Dees; Danilo P. Mandic (CoRR, 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)

Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification. - Alvaro Arroyo; Bruno Scalzo; Ljubisa Stankovic; Danilo P. Mandic (ICASSP, 2022)

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, 2023)