Danilo P. Mandic

Top papers

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

  Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer, et al.·2015·IEEE Signal Processing Magazine
  ↗ 1,365OA
• Recurrent Neural Networks for Prediction

  Danilo P. Mandic, Jonathon A. Chambers·2001
  ↗ 820
• Recurrent Neural Networks for Prediction: Learning Algorithms,Architectures and Stability

  Danilo P. Mandic, Jonathon A. Chambers·2001·ORCA Online Research @Cardiff (Cardiff University)
  ↗ 663
• Complex Valued Nonlinear Adaptive Filters

  Danilo P. Mandic, Vanessa Su Lee Goh·2009
  ↗ 505
• Filter Bank Property of Multivariate Empirical Mode Decomposition

  Naveed ur Rehman, Danilo P. Mandic·2011·IEEE Transactions on Signal Processing
  ↗ 456
• 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.·2013·IEEE Signal Processing Magazine
  ↗ 436
• Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

  Andrzej Cichocki, Namgil Lee, Ivan Oseledets, et al.·2016·Foundations and Trends® in Machine Learning
  ↗ 428OA
• Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models

  Danilo P. Mandic, Vanessa Su Lee Goh·2009
  ↗ 365
• Multivariate multiscale entropy: A tool for complexity analysis of multichannel data

  Mosabber Uddin Ahmed, Danilo P. Mandic·2011·Physical Review E
  ↗ 350
• The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes

  Clive Cheong Took, Danilo P. Mandic·2008·IEEE Transactions on Signal Processing
  ↗ 330
• Complex Empirical Mode Decomposition

  Toshihisa Tanaka, Danilo P. Mandic·2007·IEEE Signal Processing Letters
  ↗ 291
• Augmented second-order statistics of quaternion random signals

  Clive Cheong Took, Danilo P. Mandic·2010·Signal Processing
  ↗ 281