2019
AAAI
AAAI 2019
Higher-Order Multi-Layer Community Detection
Abstract
Abstract In this paper, we define a new problem of multi-layer network community detection, namely higher-order multi-layer community detection. A multi-layer motif (M-Motif) approach is proposed, which discovers communities with good intralayer higher-order community quality while preserving interlayer higher-order community consistency. Experimental results have confirmed the superiority of the proposed method.
🚀
Conference Pioneer
— AAAI 2019
🌉
Interdisciplinary Bridge
— Computer Science and Machine Learning and Mathematics & Optimization
🧭
Keyword Pioneer
— higher-order community
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio