Development of game theoretic hypergraph based autoencoder scheme for multiple objects tracking and anomaly detection for surveillance videos
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-24114-4
Abstract: Anomaly detection in surveillance footage is crucial for ensuring protection and safety standards, as it enables the timely identification of unusual or suspicious activities. Recent literature has shown the emergence of graph and hypergraph (HG)-based… read more here.
Keywords: detection; detection surveillance; hypergraph based; anomaly detection ... See more keywords
HARB: A Hypergraph-Based Adaptive Consortium Blockchain for Decentralized Energy Trading
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3022045
Abstract: The emergence of the Internet of Things (IoT) and distributed energy resources (DERs), has given rise to collaborative communities that manage their energy production and consumption load through peer-to-peer decentralized energy trading (P2P DET). To… read more here.
Keywords: energy trading; blockchain; hypergraph based; decentralized energy ... See more keywords
HyperPart: A Hypergraph-Based Abstraction for Deduplicated Storage Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Cloud Computing"
DOI: 10.1109/tcc.2024.3502464
Abstract: Currently, deduplication techniques are utilized to minimize the space overhead by deleting redundant data blocks across large-scale servers in data centers. However, such a process exacerbates the fragmentation of data blocks, causing more cross-server file… read more here.
Keywords: hypergraph based; hyperpart hypergraph; hypergraph; storage ... See more keywords
Multi-Modal Imaging Genetics Data Fusion via a Hypergraph-Based Manifold Regularization: Application to Schizophrenia Study
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3161828
Abstract: Recent studies show that multi-modal data fusion techniques combine information from diverse sources for comprehensive diagnosis and prognosis of complex brain disorder, often resulting in improved accuracy compared to single-modality approaches. However, many existing data… read more here.
Keywords: hypergraph based; imaging genetics; multi modal; data fusion ... See more keywords
Hypergraph-Based Remaining Prototype Alignment for Open-Set Cross-Domain Image Retrieval
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2025.3535298
Abstract: Existing cross-domain image retrieval (CDIR) methods exhibit a strong dependency on prior knowledge of training categories, which leads to problems of class confusion and domain shift when encountering unseen categories in open-set environments. In this… read more here.
Keywords: hypergraph based; cross domain; open set; image retrieval ... See more keywords
Hypergraph-Based Numerical Neural-Like P Systems for Medical Image Segmentation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2023.3240174
Abstract: Neural-like P systems are membrane computing models inspired by natural computing and are viewed as third-generation neural network models. Although real neurons have complex structures, classical neural-like P systems simplify the structures and corresponding mechanisms… read more here.
Keywords: hypergraph based; neural like; like systems; numerical neural ... See more keywords