Simon Letzgus - Publications, H-index & Citations

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Simon Letzgus

Technical University of Berlin

8H-index

22Paper Count

415Citation Count

Published Papers 6

Publication Date

XpertAI: Uncovering Regression Model Strategies for Sub-manifolds

EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III

IF0

2026-01-01

OAAI

Letzgus, Simon; Muller, Klaus-Robert; Montavon, Gregoire

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An explainable AI framework for robust and transparent data-driven wind turbine power curve models

ENERGY AND AI

IF9.6

2024-01-01

OAAI

Letzgus, Simon; Mueller, Klaus-Robert

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Toward Explainable Artificial Intelligence for Regression Models A methodological perspective

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-07-01

OAAI

Letzgus, Simon; Wagner, Patrick; Lederer, Jonas; Samek, Wojciech; Mueller, Klaus-Robert; Montavon, Gregoire

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A Sequential Pressure-Based Algorithm for Data-Driven Leakage Identification and Model-Based Localization in Water Distribution Networks

water resources management

IF2.7

2022-06-01

PREAI

Daniel, Ivo; Pesantez, Jorge; Letzgus, Simon; Fasaee, Mohammad Ali Khaksar; Alghamdi, Faisal; Berglund, Emily; Mahinthakumar, G.; Cominola, Andrea

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Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models

wind energy

IF4.9

2020-10-27

OAAI

Letzgus, Simon

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An artificial neural network-based condition monitoring method for wind turbines, with application to the monitoring of the gearbox

WIND ENERGY

IF3.3

2017-03-10

105

PREAI

Bangalore, P.; Letzgus, S.; Karlsson, D.; Patriksson, M.

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Research Directions