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Papers matching “distributed data” 4,385

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Efficient Federated Learning on Resource-Constrained Edge Devices: Integrating Data Distillation and Semi-Supervised Learning
2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink

0

citations
ManiVault: A Flexible and Extensible Visual Analytics Framework for High-Dimensional Data
2023 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access

Alexander Vieth, Thomas Kroes, Julian Thijssen, Baldur van Lew, Jeroen Eggermont, Soumyadeep Basu, +4 more

9

citations
Glottography: An Open-Source Geolinguistic Data Platform for Mapping the World’s Languages
2026 Journal of Open Humanities Data article Arts and Humanities Linguistics and Language Studies Open access

Peter Ranacher, Robert Forkel, Nour Efrat-Kowalsky, Matthias Urban, Antonia Hehli, Micha Franz, +13 more

1

citations
A joint model for the estimation of species distributions and environmental characteristics from point-referenced data
2024 PLoS ONE article Environmental Science Species Distribution and Climate Change Open access

Markus Viljanen, Lisa Tostrams, Niels J. Schoffelen, Jan van de Kassteele, Leon Marshall, Merijn Moens, +2 more

4

citations
On the Optimal Precoding for MISO-WSN: One Time Slot Detection of Multiple Binary Data on the Same Frequency Band
2020 IEEE Transactions on Wireless Communications article Computer Science Distributed Sensor Networks and Detection Algorithms

Pouya Ghofrani, Anke Schmeink

1

citations
Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data
2023 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Yuqin Yang, Saber Salehkaleybar, Negar Kiyavash

0

citations
Data-driven Extreme Events Modeling for Vehicle Networks by Personalized Federated Learning: Invited Paper
2022 International Symposium on Wireless Communication Systems conference-paper Engineering Vehicular Ad Hoc Networks (VANETs)

Paul Zheng, Yao Lin Zhu, Yulin Hu, Anke Schmeink

5

citations
Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift
2021 IEEE International Conference on Machine Learning and Applications (ICMLA) conference-paper Computer Science Data Stream Mining Techniques

Sabine Apfeld, Alexander Charlish, Gerd Ascheid

3

citations
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas

0

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Normalization strategies for lipidome data in cell line panels
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

Hanneke Leegwater, Zhengzheng Zhang, Xiaobing Zhang, Thomas Hankemeier, Amy C. Harms, Annelien J.M. Zweemer, +2 more

4

citations
Normalization Strategies for Lipidome Data in Cell Line Panels
2024 Journal of Chemometrics article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

Hanneke Leegwater, Zhengzheng Zhang, Xiaobing Zhang, Thomas Hankemeier, Amy C. Harms, Annelien J.M. Zweemer, +2 more

10

citations
Sharing Linked Building Data in a Peer-to-Peer Network: ifcOWL Meets InterPlanetary File System
2023 Journal of Computing in Civil Engineering article Engineering BIM and Construction Integration

Jyrki Oraskari, Seppo Törmä, Mehmet Yalcinkaya, Vishal Singh, Jakob Beetz

5

citations
Quantifying the effect of X-ray scattering for data generation in real-time defect detection
2024 Journal of X-Ray Science and Technology article Engineering Non-Destructive Testing Techniques Open access

Vladyslav Andriiashen, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

3

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification
2024 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Erma Perenda, Gérôme Bovet, Mariya Zhivkova Zheleva, Sofie Pollin

15

citations
The future outlook for data in orthopedic surgery: A new era of real-time innovation
2025 Journal of orthopaedic surgery review Medicine Artificial Intelligence in Healthcare and Education Open access

Nicolaas Cyrillus Budhiparama, Nanne P. Kort, Rèmigio Kort, Imelda Lumban‐Gaol

10

citations
Efficient evaluation of mechanical properties for two-phase materials using a direct data-driven approach
2025 Materials & Design article Materials Science Machine Learning in Materials Science Open access

Mayu Muramatsu, Stefanie Reese, Erik Prume

0

citations
Learned embeddings for geometric data
2021 RWTH Publications (RWTH Aachen) dissertation Engineering 3D Shape Modeling and Analysis Open access

Isaak Lim

0

citations
sampbias , a method for quantifying geographic sampling biases in species distribution data
2020 Ecography article Environmental Science Species Distribution and Climate Change Open access

Alexander Zizka, Alexandre Antonelli, Daniele Silvestro

129

citations
Quantifying uncertainties in satellite NO 2 superobservations for data assimilation and model evaluation
2025 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access

Pieter Rijsdijk, Henk J. Eskes, Arlene Dingemans, K. F. Boersma, Takashi Sekiya, Kazuyuki Miyazaki, +1 more

25

citations
Specific morphology of coronary artery aneurysms in mainly Caucasian Kawasaki Disease patients – Initial data from the Cardiac Catheterization in Kawasaki Disease registry
2023 medRxiv preprint Medicine Kawasaki Disease and Coronary Complications Open access

Julia Weißer, Leonie Arnold, Wolfgang Wällisch, Daniel Quandt, Bernd Opgen‐Rhein, Frank‐Thomas Riede, +13 more

0

citations
A data-driven methodology for precision flux density predictions for heliostat fields
2025 elib (German Aerospace Center) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Angelo Kuhl

0

citations
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning
2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more

7

citations
CEERS MIRI Imaging: Data Reduction and Quality Assessment
2023 arXiv (Cornell University) preprint Physics and Astronomy Astronomy and Astrophysical Research Open access

Guang Yang, Casey Papovich, Micaela B. Bagley, Henry C. Ferguson, Steven L. Finkelstein, Anton M. Koekemoer, +32 more

1

citations