Oliver Neumann

29 papers Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Real-world energy data of 200 feeders from low-voltage grids with metadata in Germany over two years.
CoRR
Manuel Treutlein, Pascal Bothe, Marc Schmidt, Roman Hahn, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer
2025 J jnl
Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization.
CoRR
Maximilian Beichter, Nils Friederich, Janik Pinter, Dorina Werling, Kaleb Phipps, Sebastian Beichter, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer, Benedikt Heidrich
2025 J jnl
EAP4EMSIG - Enhancing Event-Driven Microscopy for Microfluidic Single-Cell Analysis.
CoRR
Nils Friederich, Angelo Jovin Yamachui Sitcheu, Annika Nassal, Erenus Yildiz, Matthias Pesch, Maximilian Beichter, Lukas Scholtes, Bahar Akbaba, Thomas Lautenschlager, Oliver Neumann, Dietrich Kohlheyer, Hanno Scharr, Johannes Seiffarth, Katharina Nöh, Ralf Mikut
2024 — conf
Decision-Focused Retraining of Forecast Models for Optimization Problems in Smart Energy Systems.
e-Energy
Maximilian Beichter, Dorina Werling, Benedikt Heidrich, Kaleb Phipps, Oliver Neumann, Nils Friederich, Ralf Mikut, Veit Hagenmeyer
2024 J jnl
Does agile improve value creation in government?
Inf. Polity
Oliver Neumann, Pascale-Catherine Kirklies, Susanne Hadorn
2024 J jnl
EAP4EMSIG - Experiment Automation Pipeline for Event-Driven Microscopy to Smart Microfluidic Single-Cells Analysis.
CoRR
Nils Friederich, Angelo Jovin Yamachui Sitcheu, Annika Nassal, Matthias Pesch, Erenus Yildiz, Maximilian Beichter, Lukas Scholtes, Bahar Akbaba, Thomas Lautenschlager, Oliver Neumann, Dietrich Kohlheyer, Hanno Scharr, Johannes Seiffarth, Katharina Nöh, Ralf Mikut
2024 — conf
Intrinsic Explainable Artificial Intelligence Using Trainable Spatial Weights on Numerical Weather Predictions.
e-Energy
Oliver Neumann, Maximilian Beichter, Benedikt Heidrich, Nils Friederich, Veit Hagenmeyer, Ralf Mikut
2024 J jnl
Introduction to the special issue 'Towards a Multi-Level Understanding of Agile in Government: Macro, Meso and Micro Perspectives'.
Inf. Polity
Caroline Fischer, Oliver Neumann
2024 J jnl
ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud.
SoftwareX
Johannes Seiffarth, Tim Scherr, Bastian Wollenhaupt, Oliver Neumann, Hanno Scharr, Dietrich Kohlheyer, Ralf Mikut, Katharina Nöh
2024 J jnl
Promoting digital equality in co-production: The role of platform design.
Gov. Inf. Q.
Pascale-Catherine Kirklies, Oliver Neumann, Lisa Hohensinn
2023 J jnl
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy.
CoRR
Nils Friederich, Angelo Jovin Yamachui Sitcheu, Oliver Neumann, Süheyla Eroglu-Kayikçi, Roshan Prizak, Lennart Hilbert, Ralf Mikut
2023 J jnl
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR
Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch, Lihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, Min Xu, Mohammad Yaqub, Marie-Claire Blache, Benoît Piégu, Bertrand Vernay, Tim Scherr, Moritz Böhland, Katharina Löffler, Jiachen Li, Weiqin Ying, Chixin Wang, Dagmar Kainmueller, Carola-Bibiane Schönlieb, Shuolin Liu, Dhairya Talsania, Yughender Meda, Prakash Mishra, Muhammad Ridzuan, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Banban Huang, Hsiang-Chin Chien, Ching-Ping Wang, Chia-Yen Lee, Hong-Kun Lin, Zaiyi Liu, Xipeng Pan, Chu Han, Jijun Cheng, Muhammad Dawood, Srijay Deshpande, Raja Muhammad Saad Bashir, Adam Shephard, Pedro Costa, João D. Nunes, Aurélio Campilho, Jaime S. Cardoso, Hrishikesh P. S, Densen Puthussery, Devika R. G, Jiji C V, Ye Zhang, Zijie Fang, Zhifan Lin, Yongbing Zhang, Chunhui Lin, Liukun Zhang, Lijian Mao, Min Wu, Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee, Satoshi Kondo, Satoshi Kasai, Pranay Dumbhare, Vedant Phuse, Yash Dubey, Ankush Jamthikar, Trinh Thi Le Vuong, Jin Tae Kwak, Dorsa Ziaei, Hyun Jung, Tianyi Miao, David R. J. Snead, Shan-E-Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot
2023 J jnl
MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis.
CoRR
Angelo Jovin Yamachui Sitcheu, Nils Friederich, Simon Baeuerle, Oliver Neumann, Markus Reischl, Ralf Mikut
2023 — conf
Managing Anomalies in Energy Time Series for Automated Forecasting.
EI.A
Marian Turowski, Oliver Neumann, Lisa Mannsperger, Kristof Kraus, Kira Layer, Ralf Mikut, Veit Hagenmeyer
2023 J jnl
ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information.
CoRR
Benedikt Heidrich, Kaleb Phipps, Oliver Neumann, Marian Turowski, Ralf Mikut, Veit Hagenmeyer
2023 J jnl
Transformer Training Strategies for Forecasting Multiple Load Time Series.
CoRR
Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer
2023 J jnl
Transformer training strategies for forecasting multiple load time series.
Energy Inform.
Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer
2023 J jnl
Using weather data in energy time series forecasting: the benefit of input data transformations.
Energy Inform.
Oliver Neumann, Marian Turowski, Ralf Mikut, Veit Hagenmeyer, Nicole Ludwig
2022 J jnl
Automated Annotator Variability Inspection for Biomedical Image Segmentation.
IEEE Access
Marcel P. Schilling, Tim Scherr, Friedrich R. Münke, Oliver Neumann, Mark Schutera, Ralf Mikut, Markus Reischl
2022 J jnl
EasyMLServe: Easy Deployment of REST Machine Learning Services.
CoRR
Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut
2022 — conf
Enhancing anomaly detection methods for energy time series using latent space data representations.
e-Energy
Marian Turowski, Benedikt Heidrich, Kaleb Phipps, Kai Schmieder, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer
2022 — conf
Modeling and generating synthetic anomalies for energy and power time series.
e-Energy
Marian Turowski, Moritz Weber, Oliver Neumann, Benedikt Heidrich, Kaleb Phipps, Hüseyin Kemâl Çakmak, Ralf Mikut, Veit Hagenmeyer
2022 J jnl
ciscNet - A Single-Branch Cell Instance Segmentation and Classification Network.
CoRR
Moritz Böhland, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Katharina Löffler, Tim Scherr
2021 J jnl
Offene Verwaltungsdaten zur Wirkung bringen: Was sind die Schlüssel zum Erfolg?
HMD Prax. Wirtsch.
Oliver Neumann, Tobias Mettler
2021 J jnl
Smart Data Representations: Impact on the Accuracy of Deep Neural Networks.
CoRR
Oliver Neumann, Nicole Ludwig, Marian Turowski, Benedikt Heidrich, Veit Hagenmeyer, Ralf Mikut
2021 J jnl
pyWATTS: Python Workflow Automation Tool for Time Series.
CoRR
Benedikt Heidrich, Andreas Bartschat, Marian Turowski, Oliver Neumann, Kaleb Phipps, Stefan Meisenbacher, Kai Schmieder, Nicole Ludwig, Ralf Mikut, Veit Hagenmeyer
2019 J jnl
Joining forces for public value creation? Exploring collaborative innovation in smart city initiatives.
Gov. Inf. Q.
Oliver Neumann, Christian Matt, Benedikt Hitz-Gamper, Lisa Schmidthuber, Matthias Stürmer
2018 J jnl
Exploring the Motives of Citizen Reporting Engagement: Self-Concern and Other-Orientation.
Bus. Inf. Syst. Eng.
Gabriel Abu-Tayeh, Oliver Neumann, Matthias Stuermer
1995 — conf
Fault modeling of differential ECL.
EURO-DAC
Udo Jorczyk, Wilfried Daehn, Oliver Neumann