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ORCIDOliver Neumann
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2020 – today
- 2024
[j10]Pascale-Catherine Kirklies
, Oliver Neumann, Lisa Hohensinn:
Promoting digital equality in co-production: The role of platform design. Gov. Inf. Q. 41(1): 101903 (2024)- [j9]Caroline Fischer, Oliver Neumann:
Introduction to the special issue 'Towards a Multi-Level Understanding of Agile in Government: Macro, Meso and Micro Perspectives'. Inf. Polity 29(2): 123-136 (2024) - [j8]Oliver Neumann, Pascale-Catherine Kirklies, Susanne Hadorn:
Does agile improve value creation in government? Inf. Polity 29(2): 235-252 (2024) - [j7]Johannes Seiffarth, Tim Scherr, Bastian Wollenhaupt, Oliver Neumann, Hanno Scharr, Dietrich Kohlheyer, Ralf Mikut, Katharina Nöh:
ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud. SoftwareX 26: 101638 (2024) - 2023
- [j6]Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer:
Transformer training strategies for forecasting multiple load time series. Energy Inform. 6(1): 20 (2023) - [j5]Oliver Neumann, Marian Turowski, Ralf Mikut, Veit Hagenmeyer, Nicole Ludwig:
Using weather data in energy time series forecasting: the benefit of input data transformations. Energy Inform. 6(1): 44 (2023) - [c4]Marian Turowski, Oliver Neumann, Lisa Mannsperger, Kristof Kraus, Kira Layer, Ralf Mikut, Veit Hagenmeyer:
Managing Anomalies in Energy Time Series for Automated Forecasting. EI.A 2023: 3-29 - [i9]Benedikt Heidrich, Kaleb Phipps, Oliver Neumann, Marian Turowski, Ralf Mikut, Veit Hagenmeyer:
ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information. CoRR abs/2302.02597 (2023) - [i8]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:
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. CoRR abs/2303.06274 (2023) - [i7]Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer:
Transformer Training Strategies for Forecasting Multiple Load Time Series. CoRR abs/2306.10891 (2023) - [i6]Angelo Jovin Yamachui Sitcheu, Nils Friederich, Simon Baeuerle, Oliver Neumann, Markus Reischl, Ralf Mikut:
MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis. CoRR abs/2309.15521 (2023) - [i5]Nils Friederich, Angelo Jovin Yamachui Sitcheu, Oliver Neumann, Süheyla Eroglu-Kayikçi, Roshan Prizak, Lennart Hilbert, Ralf Mikut:
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy. CoRR abs/2310.04461 (2023) - 2022
- [j4]Marcel P. Schilling, Tim Scherr, Friedrich R. Münke, Oliver Neumann, Mark Schutera, Ralf Mikut, Markus Reischl:
Automated Annotator Variability Inspection for Biomedical Image Segmentation. IEEE Access 10: 2753-2765 (2022) - [c3]Marian Turowski, Benedikt Heidrich, Kaleb Phipps, Kai Schmieder, Oliver Neumann, Ralf Mikut, Veit Hagenmeyer:
Enhancing anomaly detection methods for energy time series using latent space data representations. e-Energy 2022: 208-227 - [c2]Marian Turowski, Moritz Weber, Oliver Neumann, Benedikt Heidrich, Kaleb Phipps, Hüseyin Kemâl Çakmak, Ralf Mikut, Veit Hagenmeyer:
Modeling and generating synthetic anomalies for energy and power time series. e-Energy 2022: 471-484 - [i4]Moritz Böhland, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Katharina Löffler, Tim Scherr:
ciscNet - A Single-Branch Cell Instance Segmentation and Classification Network. CoRR abs/2202.13960 (2022) - [i3]Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut:
EasyMLServe: Easy Deployment of REST Machine Learning Services. CoRR abs/2211.14417 (2022) - 2021
- [j3]Oliver Neumann, Tobias Mettler:
Offene Verwaltungsdaten zur Wirkung bringen: Was sind die Schlüssel zum Erfolg? HMD Prax. Wirtsch. 58(5): 1092-1107 (2021) - [i2]Benedikt Heidrich, Andreas Bartschat, Marian Turowski, Oliver Neumann, Kaleb Phipps, Stefan Meisenbacher, Kai Schmieder, Nicole Ludwig, Ralf Mikut, Veit Hagenmeyer:
pyWATTS: Python Workflow Automation Tool for Time Series. CoRR abs/2106.10157 (2021) - [i1]Oliver Neumann, Nicole Ludwig, Marian Turowski, Benedikt Heidrich, Veit Hagenmeyer, Ralf Mikut:
Smart Data Representations: Impact on the Accuracy of Deep Neural Networks. CoRR abs/2111.09128 (2021)
2010 – 2019
- 2019
- [j2]Oliver Neumann, Christian Matt, Benedikt Hitz-Gamper, Lisa Schmidthuber, Matthias Stürmer:
Joining forces for public value creation? Exploring collaborative innovation in smart city initiatives. Gov. Inf. Q. 36(4) (2019) - 2018
- [j1]Gabriel Abu-Tayeh, Oliver Neumann, Matthias Stuermer:
Exploring the Motives of Citizen Reporting Engagement: Self-Concern and Other-Orientation. Bus. Inf. Syst. Eng. 60(3): 215-226 (2018)
1990 – 1999
- 1995
- [c1]Udo Jorczyk, Wilfried Daehn, Oliver Neumann:
Fault modeling of differential ECL. EURO-DAC 1995: 190-195
Coauthor Index
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