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Autism Spectrum Disorder Classification Based on Interpersonal Neural Synchrony: Can Classification be Improved by Dyadic Neural Biomarkers Using Unsupervised Graph Representation Learning?2022 Lecture notes in computer science conference-paper Neuroscience Autism Spectrum Disorder Research Open access
Christian Gerloff, Kerstin Konrad, Martin Schulte‐Rüther, Vanessa Reindl
7citations -
Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Neuroscience EEG and Brain-Computer Interfaces
Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, +1 more
19citations -
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access
Ruud van Bakel, Teodor Ivanov Aleksiev, Daniel Daza, Dimitrios Alivanistos, Michael Cochez
1citations -
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection2025 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) conference-paper Computer Science Network Security and Intrusion Detection Open access
Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu
4citations -
Analysis of automatically generated embedding guides for cell classification2022 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Digital Imaging for Blood Diseases
Philipp Gräbel, Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, +1 more
0citations -
GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques2020 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access
Maria Angela Pellegrino, Abdulrahman Altabba, Martina Garofalo, Petar Ristoski, Michael Cochez
19citations -
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information2023 Communications in computer and information science conference-paper Computer Science Time Series Analysis and Forecasting
Alexander Graß, Christian Beecks, Sisay Adugna Chala, Christoph Lange, Stefan Decker
6citations -
Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks2025 International Cosmic Ray Conference conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Maxwell Nakos, Aske Rosted, Francesco Lucarelli, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +90 more
0citations -
The Effects of Randomness on the Stability of Node Embeddings2021 Communications in computer and information science conference-paper Computer Science Advanced Graph Neural Networks Open access
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier
16citations -
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr
6citations -
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review2023 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing Open access
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
6citations
21 results