Papers matching “collaborative machine learning” 41
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Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks2021 IEEE Vehicular Technology Conference conference-paper Computer Science Network Security and Intrusion Detection
Segun Isaiah Popoola, Guan Gui, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Haris Gacanin
28citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access
Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew
22citations -
Sharing taxonomic expertise between natural history collections using image recognition2022 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Michael Greeff, Max Caspers, Vincent J. Kalkman, Luc Willemse, Barry Sunderland, Olaf Bánki, +1 more
10citations -
Communication-efficient Decentralised Federated Learning via Low Huffman-coded Delta Quantization Scheme2024 International Wireless Communications and Mobile Computing Conference (IWCMC) conference-paper Computer Science Privacy-Preserving Technologies in Data
Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink
5citations -
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting2022 Expert Systems with Applications article Computer Science Privacy-Preserving Technologies in Data Open access
Thomas Borger, Pablo J. Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje E. Scheepers, +1 more
38citations -
Proposal NFDI4Chem 2025-2030 In the National Research Data Infrastructure (NFDI) — Our Vision: All Chemists Publish FAIR Data2025 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Christoph Steinbeck, Nicole Jung, Felix Bach, Steffen Neumann, Sonja Herres‐Pawlis, Johannes C. Liermann, +46 more
3citations