Robert Leppich

14 papers B 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decomposing the Time Series Forecasting Pipeline: A Modular Approach for Time Series Representation, Information Extraction, and Projection.
CoRR
Robert Leppich, Michael Stenger, André Bauer, Samuel Kounev
2025 B conf
Quantifying Data Leakage in Failure Prediction Tasks.
ICPE
Daniel Grillmeyer, Marius Hadry, Veronika Lesch, Vanessa Borst, Robert Leppich, André Bauer, Samuel Kounev
2025 J jnl
STEB: In Search of the Best Evaluation Approach for Synthetic Time Series.
CoRR
Michael Stenger, Robert Leppich, André Bauer, Samuel Kounev
2025 J jnl
TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation.
CoRR
Robert Leppich, Michael Stenger, Daniel Grillmeyer, Vanessa Borst, Samuel Kounev
2025 J jnl
Telling fortunes? Evaluation of traffic forecasting models using traffic and context features.
Appl. Intell.
Marius Hadry, André Bauer, Robert Leppich, Veronika Lesch, Samuel Kounev
2024 J jnl
Comprehensive Exploration of Synthetic Data Generation: A Survey.
CoRR
André Bauer, Simon Trapp, Michael Stenger, Robert Leppich, Samuel Kounev, Mark Leznik, Kyle Chard, Ian T. Foster
2024 J jnl
Evaluation is key: a survey on evaluation measures for synthetic time series.
J. Big Data
Michael Stenger, Robert Leppich, Ian T. Foster, Samuel Kounev, André Bauer
2024 — conf
MACRO: A Multi-Head Attentional Convolutional Recurrent Network for the Classification of Co-Occurring Diseases in 12-Lead ECGs.
BHI
Vanessa Borst, Robert Leppich, Samuel Kounev
2024 J jnl
Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis.
ACM J. Data Inf. Qual.
Michael Stenger, André Bauer, Thomas Prantl, Robert Leppich, Nathaniel Hudson, Kyle Chard, Ian T. Foster, Samuel Kounev
2024 J jnl
Time Series Representation Models.
CoRR
Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev
2023 B conf
An Empirical Study of Container Image Configurations and Their Impact on Start Times.
CCGrid
Martin Straesser, André Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev
2023 J jnl
Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck
2023 — conf
Efficient Data Processing: Assessing the Performance of Different Programming Languages.
ICPE (Companion)
Lukas Beierlieb, André Bauer, Robert Leppich, Lukas Iffländer, Samuel Kounev
2023 J jnl
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field.
CoRR
André Bauer, Mark Leznik, Michael Stenger, Robert Leppich, Nikolas Herbst, Samuel Kounev, Ian T. Foster