Results 121 to 130 of about 221,929 (334)

Generative adversarial synthetic neighbors-based unsupervised anomaly detection

Scientific Reports
Anomaly detection is crucial for the stable operation of mechanical systems, securing financial transactions, and ensuring network security, among other critical areas.
Lan Chen, Hong Jiang, Lizhong Wang, Jun Li, Manhua Yu, Yong Shen, Xusheng Du   +6 more
doaj   +1 more source

Multi-Source Medical Image Fusion Based on Wasserstein Generative Adversarial Networks

IEEE Access, 2019
In this paper, we propose the medical Wasserstein generative adversarial networks (MWGAN), an end-to-end model, for fusing magnetic resonance imaging (MRI) and positron emission tomography (PET) medical images.
Zhiguang Yang, Youping Chen, Zhuliang Le, Fan Fan, Erting Pan   +4 more
doaj   +1 more source

A deep generative adversarial network capturing complex spiral waves in disinhibited circuits of the cerebral cortex [PDF]

, 2023
Megan Boucher-Routhier, Jean‐Philippe Thivierge   +1 more
openalex   +1 more source

Deformation Prediction of 4D‐Printed Active Composite Structures Based on Data Mining

Advanced Science, EarlyView.
A curvature‐driven sequence point generation (CSPG) algorithm based on data mining is proposed to predict the deformation of double‐layer voxelized composite structures of arbitrary lengths. In addition, the CSPG algorithm is applied to predict the deformation of 2D and 3D structures assembled from beam elements, and its effectiveness is validated ...
Mengtao Wang, Yifan Xu, Zaiyang Liu, Hidemitsu Furukawa, Zhongkui Wang, Ren Xu, Lin Meng   +6 more
wiley   +1 more source

An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network

, 2022
Chuanjun Zhan, Zhenxue Dai, Javier Samper, Shangxian Yin, Reza Ershadnia, Xiaoying Zhang, Yanwei Wang, Zhijie Yang, Xiaoyan Luan, Mohamad Reza Soltanian   +9 more
openalex   +2 more sources

Exploring efficient and effective generative adversarial network for thermal infrared image colorization [PDF]

, 2023
Yu Chen, Weida Zhan, Yichun Jiang, Depeng Zhu, Xiaoyu Xu, Renzhong Guo   +5 more
openalex   +1 more source

Solid Harmonic Wavelet Bispectrum for Image Analysis

Advanced Science, EarlyView.
The Solid Harmonic Wavelet Bispectrum (SHWB), a rotation‐ and translation‐invariant descriptor that captures higher‐order (phase) correlations in signals, is introduced. Combining wavelet scattering, bispectral analysis, and group theory, SHWB achieves interpretable, data‐efficient representations and demonstrates competitive performance across texture,
Alex Brown, Mathilda Avirett‐Mackenzie, Carolin Villforth, Georgios Exarchakis   +3 more
wiley   +1 more source

Cardiac disease diagnosis based on GAN in case of missing data.

PLoS ONE
In daily life, two common algorithms are used for collecting medical disease data: data integration of medical institutions and questionnaires. However, these statistical methods require collecting data from the entire research area, which consumes a ...
Xing Chen, Na Zhang, Xiaohui Yang, Chunyan Wang, Qi Na, Tianyun Luan, Wendi Zhu, Chenjie Zhang, Chao Yang   +8 more
doaj   +1 more source

Generative Adversarial Network Models for Augmenting Digit and Character Datasets Embedded in Standard Markings on Ship Bodies [PDF]

, 2023
Abdulkabir Abdulraheem, Jamiu T. Suleiman, Im Y. Jung   +2 more
openalex   +1 more source

Intelligent Sensing: The Emerging Integration of Machine Learning and Soft Sensors Based on Hydrogels and Ionogels

Advanced Science, EarlyView.
By integrating with machine learning (ML), hydrogel‐ and ionogel‐based soft sensors are gaining human brain‐like capabilities to perceive, learn, and predict. This review summarizes their advances, focusing on ML‐powered applications such as handwriting/gesture/object/motion/speech recognition, health monitoring, food detection, and beyond.
Wenqing He, Rumin Lin, Suixiu Kong, Mengyi Qiang, Lingqi Huang, Bing Dai, Xi Yao, Lei Su, Xueji Zhang   +8 more
wiley   +1 more source