Danilo P. Mandic

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer et al. · IEEE Signal Processing Magazine · 2015 · 1.4K citations · Full text

Computing, Data Science, Machine Learning +15

Filter Bank Property of Multivariate Empirical Mode Decomposition

Naveed ur Rehman, Danilo P. Mandic · IEEE Transactions on Signal Processing · 2011 · 458 citations

Engineering, Biomedical Engineering, Electrical Engineering +17

Empirical Mode Decomposition-Based Time-Frequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis

Danilo P. Mandic, Naveed ur Rehman, Zhaohua Wu et al. · IEEE Signal Processing Magazine · 2013 · 439 citations

Computing, Data Science, Electrical Engineering +17

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Andrzej Cichocki, Namgil Lee, Ivan Oseledets et al. · Foundations and Trends® in Machine Learning · 2016 · 433 citations · Full text

Computing, Computer Science, Data Science +17

Multivariate multiscale entropy: A tool for complexity analysis of multichannel data

Mosabber Uddin Ahmed, Danilo P. Mandic · Physical Review E · 2011 · 351 citations

Natural Sciences, Data Science, Information Theory +11