Concepedia

Otto Debals

OD

Statistics

Publications

8

Citations

509

H-Index

8

Active since

2014

Affiliations

KU Leuven(Current)

iMinds

Otto Debals is an author at KU Leuven specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningSignal ProcessingPattern RecognitionInverse ProblemsBiomedical Signal AnalysisData MiningImage Analysis

Publications per year

2014–2019

8

Publications

8

Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis

Nico Vervliet, Otto Debals, Laurent Sorber et al. · IEEE Signal Processing Magazine · 2014 · 169 citations · Full text

Full Tensors, Engineering, Machine Learning +17

A Tensor-Based Method for Large-Scale Blind Source Separation Using Segmentation

Martijn Boussé, Otto Debals, Lieven De Lathauwer · IEEE Transactions on Signal Processing · 2016 · 111 citations · Full text

Source Separation, Engineering, Signal Compression +18

Tensorlab 3.0 — Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization

Nico Vervliet, Otto Debals, Lieven De Lathauwer · 2016 · 88 citations

Numerical Analysis, Mathematical Programming, Computational Science +14

Löwner-Based Blind Signal Separation of Rational Functions With Applications

Otto Debals, Marc Van Barel, Lieven De Lathauwer · IEEE Transactions on Signal Processing · 2015 · 45 citations · Full text

Source Separation, Engineering, Multilinear Subspace Learning +14

Linear systems with a canonical polyadic decomposition constrained solution: Algorithms and applications

Martijn Boussé, Nico Vervliet, Ignat Domanov et al. · Numerical Linear Algebra with Applications · 2018 · 36 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +18

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