Concepedia

Andreas Loukas

AL

30

Publications

1.5K

Citations

18

H-Index

2013

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Delft University of Technology

Technische Universität Berlin

Andreas Loukas is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, network analysis, and graph theory.

Top concepts

EngineeringNetwork AnalysisComputer ScienceGraph TheoryData ScienceGraph ProcessingNetwork ScienceMachine LearningDeep LearningSignal Processing

Publications per year

2013–2023

30

Publications

30

Autoregressive Moving Average Graph Filtering

Elvin Isufi, Andreas Loukas, Andrea Simonetto et al. · IEEE Transactions on Signal Processing · 2016 · 249 citations · Full text

Filtering Technique, Graph Theory, Network Analysis +8

A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs

Francesco Grassi, Andreas Loukas, Nathanaël Perraudin et al. · IEEE Transactions on Signal Processing · 2017 · 174 citations

Graph Sparsity, Joint Harmonic Analysis, Engineering +21

Forecasting Time Series With VARMA Recursions on Graphs

Elvin Isufi, Andreas Loukas, Nathanaël Perraudin et al. · IEEE Transactions on Signal Processing · 2019 · 111 citations · Full text

Filtering Random Graph Processes Over Random Time-Varying Graphs

Elvin Isufi, Andreas Loukas, Andrea Simonetto et al. · IEEE Transactions on Signal Processing · 2017 · 98 citations · Full text

Distributed Autoregressive Moving Average Graph Filters

Andreas Loukas, Andrea Simonetto, Geert Leus · IEEE Signal Processing Letters · 2015 · 95 citations · Full text

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