Výsledky vyhledávání - Deep hypergraph autoencoder embedding

Modeling Categorized Consumer Collections with Interlocked Hypergraph Neural Networks.

Autoři: Boughanmi, Khaled Ansari, Asim Li, Yang

Zdroj: Journal of Marketing Research (JMR); Dec2025, Vol. 62 Issue 6, p1101-1124, 24p

Témata: CONSUMER preferences, COLLECTIONS, MUSIC industry, HYPERGRAPHS, ARTIFICIAL neural networks, DATA curation

Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis

Autoři: Mingkuan Shi Chuancang Ding Rui Wang a další

Zdroj: Knowledge-Based Systems. 260:110172

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Embedding of Molecular Structure Using Molecular Hypergraph Variational Autoencoder with Metric Learning

Autoři: Koge, Daiki Ono, Naoaki Huang, Ming a další

Témata: Journal Article

URL: http://hdl.handle.net/10061/14170
https://doi.org/10.1002/minf.202000203
https://onlinelibrary.wiley.com/doi/full/10.1002/minf.202000203
https://doi.org/10.1002/minf.202000203
https://onlinelibrary.wiley.com/doi/full/10.1002/minf.202000203

Development of game theoretic hypergraph based autoencoder scheme for multiple objects tracking and anomaly detection for surveillance videos.

Autoři: Srinivasan, Palanivel Mohan, Karthik Doraipandian, Manivannan a další

Zdroj: Scientific Reports; 11/17/2025, Vol. 15 Issue 1, p1-11, 11p

Témata: ANOMALY detection (Computer security), OBJECT tracking (Computer vision), STATISTICAL accuracy, HYPERGRAPHS, VIDEO surveillance, COMPUTER performance, GAME theory, AUTOENCODERS

Embedding of Molecular Structure Using Molecular Hypergraph Variational Autoencoder with Metric Learning

Autoři: Koge, Daiki Ono, Naoaki Huang, Ming a další

Témata: Journal Article

URL: http://hdl.handle.net/10061/14170
https://doi.org/10.1002/minf.202000203
https://onlinelibrary.wiley.com/doi/full/10.1002/minf.202000203
https://doi.org/10.1002/minf.202000203
https://onlinelibrary.wiley.com/doi/full/10.1002/minf.202000203

A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks.

Autoři: Yarjanli, Mohammad Mahdinasab, Neda Murray, Richard

Zdroj: International Journal of Intelligent Systems; 10/2/2025, Vol. 2025, p1-36, 36p

Témata: SENTIMENT analysis, DEEP learning, GENERATIVE adversarial networks, FEATURE extraction, ELECTRONIC commerce, AUTOENCODERS

Optimisation of sparse deep autoencoders for dynamic network embedding.

Autoři: Tang, Huimei Zhang, Yutao Ma, Lijia a další

Zdroj: CAAI Transactions on Intelligence Technology; Dec2024, Vol. 9 Issue 6, p1361-1376, 16p

Témata: ARTIFICIAL neural networks, AUTOENCODERS, COMPUTATIONAL complexity, TRAINING needs, DYNAMIC models

Embedding of Molecular Structure Using Molecular Hypergraph Variational Autoencoder with Metric Learning.

Autoři: 60395118 Ono, Naoaki Huang, Ming a další

Témata: Journal Article., NA.

URL: http://hdl.handle.net/10061/14170
https://naist.repo.nii.ac.jp/records/4253
https://doi.org/10.1002/minf.202000203
https://onlinelibrary.wiley.com/doi/full/10.1002/minf.202000203

Embedding of Molecular Structure Using Molecular Hypergraph Variational Autoencoder with Metric Learning.

Autoři: Koge, Daiki Ono, Naoaki Huang, Ming a další

Zdroj: Molecular Informatics; Feb2021, Vol. 40 Issue 2, p1-7, 7p

Témata: MOLECULAR structure, CHEMICAL structure, DEEP learning, CHEMICAL models, VECTOR spaces

Heterogeneous Hypergraph Variational Autoencoder for Link Prediction.

Autoři: Fan, Haoyi Zhang, Fengbin Wei, Yuxuan a další

Zdroj: IEEE Transactions on Pattern Analysis & Machine Intelligence; Aug2022, Vol. 44 Issue 8, p4125-4138, 14p

Témata: PROBABILISTIC generative models, RECOMMENDER systems, INFORMATION networks, MULTILEVEL models, FORECASTING, DEEP learning

A comprehensive benchmark of single-cell Hi-C embedding tools.

Autoři: Plummer, Dylan Lang, Xiuyuan Zhang, Shanshan a další

Zdroj: Nature Communications; Dec2025, Vol. 16 Issue 1, p1-19, 19p

Témata: DEEP learning, DIMENSIONAL reduction algorithms, CELL populations, DATA management, CHROMOSOME structure, PERIODICAL articles

ESAE-SDA: ensemble sparse autoencoder framework for epigenomics-informed snoRNA-disease associations prediction.

Autoři: Jiang, Xinqing Chen, Xiaojun Xu, Lifeng a další

Zdroj: BMC Bioinformatics; 10/31/2025, Vol. 26 Issue 1, p1-18, 18p

Témata: EPIGENOMICS, NON-coding RNA, GENE expression, ARTIFICIAL intelligence, ENSEMBLE learning, AUTOENCODERS, DISEASE complications

A Survey on Hypergraph Representation Learning.

Autoři: ANTELMI, ALESSIA CORDASCO, GENNARO POLATO, MIRKO a další

Zdroj: ACM Computing Surveys; Jan2024, Vol. 56 Issue 1, p1-38, 38p

Témata: HYPERGRAPHS, VIRTUAL networks, DEEP learning, ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, MACHINE learning, NATURAL language processing, ONLINE social networks

INRA: deep autoencoder-based node influence ranking method in complex networks.

Autoři: Patel, Asmita Singh, Buddha

Zdroj: International Journal of Data Science & Analytics; Nov2025, Vol. 20 Issue 6, p6019-6039, 21p

A deep multiple self-supervised clustering model based on autoencoder networks.

Autoři: Zhu, Ling Liu, Zijin Liu, Guangyu

Zdroj: Scientific Reports; 5/26/2025, Vol. 15 Issue 1, p1-14, 14p

Témata: CLUSTERING algorithms, ARTIFICIAL intelligence, AUTOENCODERS, IMAGE processing, COMPUTER workstation clusters

DHGL: Dynamic hypergraph‐based deep learning model for disease prediction.

Autoři: Qu, Zhe Sun, Ziyou Liu, Ning a další

Zdroj: Electronics Letters (Wiley-Blackwell); Mar2024, Vol. 60 Issue 6, p1-4, 4p

Témata: ELECTRONIC health records, PREDICTION models, HYPERGRAPHS

HyperGCN: an effective deep representation learning framework for the integrative analysis of spatial transcriptomics data.

Autoři: Ma, Yuanyuan Liu, Lifang Zhao, Yongbiao a další

Zdroj: BMC Genomics; 6/5/2024, Vol. 25 Issue 1, p1-14, 14p

Témata: TRANSCRIPTOMES, DEEP learning, GENE expression, OLFACTORY bulb, GENE expression profiling, BREAST, OLFACTORY receptors

A novel intelligent multicross domain fault diagnosis of servo motor-bearing system based on Domain Generalized Graph Convolution Autoencoder.

Autoři: Zhao, Xiaoli Hu, Yuanhao Liu, Jiahui a další

Zdroj: Structural Health Monitoring; May2025, Vol. 24 Issue 3, p1485-1499, 15p

Témata: AUTOENCODERS, FAULT diagnosis, DEEP learning, REPRESENTATIONS of graphs, ROLLER bearings

HMNE: link prediction using hypergraph motifs and network embedding in social networks.

Autoři: Zhang, Yichen Lai, Shouliang Peng, Zelu a další

Zdroj: Knowledge & Information Systems; Feb2025, Vol. 67 Issue 2, p1787-1809, 23p

Témata: KNOWLEDGE graphs, RANDOM walks, SOCIAL networks, HYPERGRAPHS, BIOINFORMATICS

Hyperbolic multi-channel hypergraph convolutional neural network based on multilayer hypergraph.

Autoři: Bai, Libing Hu, Feng Tang, Chunyang a další

Zdroj: Scientific Reports; 7/9/2025, Vol. 15 Issue 1, p1-18, 18p

Témata: HYPERGRAPHS, CONVOLUTIONAL neural networks, MULTILAYERS, GRAPH neural networks