Results 61 to 70 of about 6,939 (213)

A Physics‐Aware Lightweight Transformer Network for Intelligent Bearing Fault Diagnosis Under Variable Operating Conditions

Artificial Intelligence for Engineering, Volume 2, Issue 2, Page 195-207, June 2026.
A physics‐aware lightweight transformer converts vibration signals into overlapping patch to kens aligned with bearing defect frequencies, enabling amplitude‐invariant self‐attention that generalises across variable load conditions, achieving 99.2% accuracy with 0.52 M parameters and 8.2 ms inference for real‐time edge deployment.
Ali Sayghe
wiley   +1 more source

Contrastive Prototype Clustering for Multimodal Remote Sensing Data Based on Spectral–Spatial Cross Mamba

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
With the increasing diversity of remote sensing (RS) data sources, joint clustering of multimodal RS data demonstrates tremendous potential in Earth observation applications by aggregating multisource information without relying on labeled data. Although
Li Lv, Zhenyang Xie, Hongmin Gao, Shufang Xu, Zhenzhen Li, Haihua Xie, Dongxiao Liu   +6 more
doaj   +1 more source

FMTNet: A Fourier‐Mamba–Transformer Enhanced Network for Medical Image Segmentation

CAAI Transactions on Intelligence Technology, Volume 11, Issue 3, Page 798-815, June 2026.
ABSTRACT Models based on U‐shaped networks have achieved widespread success in the field of medical image segmentation, but their performance is generally limited by structural bottlenecks in the network. At this stage, feature maps experience a sharp decline in spatial resolution due to continuous downsampling, resulting in significant loss of ...
Shaoqiang Wang, Guiling Shi, Yuanyuan Zhang, Sibo Qiao, Yuchen Wang, Yifan Wang, Yawu Zhao, Xiaochun Cheng   +7 more
wiley   +1 more source

ПОРІВНЯЛЬНИЙ АНАЛІЗ МЕТОДІВ ГЛИБОКОГО ТА МАШИННОГО НАВЧАННЯ ДЛЯ ВИЯВЛЕННЯ МЕРЕЖЕВИХ ВТОРГНЕНЬ

Кібербезпека: освіта, наука, техніка
У статті представлено результати комплексного порівняльного дослідження шести методів машинного та глибокого навчання для задачі багатокласової класифікації мережевих атак.
Володимир Рихва, Ганна Солодовник   +1 more
doaj   +1 more source

Enhancing Long-Term Forecasting Stability in Smart Grids: A Hybrid Mamba-LSTM-Attention Framework

Energies
Accurate multivariate long-term time series forecasting (LTSF) is critical for smart grid operations. However, non-stationary distribution shifts frequently induce compounding error accumulation in conventional architectures.
Fusheng Chen, Chong Fo Lei, Te Guo, Chiawei Chu   +3 more
doaj   +1 more source

The role of contracts in improving access to credit in the smallholder livestock sector of Swaziland [PDF]

, 2016
Dissertation (MSc Agric)--University of Pretoria, 2016.The study investigates the role of contract farming in improving access to credit for smallholder cattle producers, cattle finishers and traders in Swaziland. The contracts are verbal or informal and
Mamba, T.X., Xolile Mamba, Tangetile
core   +1 more source

Multiscale Sequence Aware Mamba for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Benefiting from the state-space model, Mamba-based networks can effectively model long-range sequential dependencies while maintaining linear complexity.
Fulin Xu, Duo Zhan, Mingyang Ma, Shaohui Mei   +3 more
doaj   +1 more source

Text-Guided Contrastive Mamba for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Hyperspectral image (HSI) classification is challenging due to their high spectral complexity and the need to model long-range dependencies. Although contrastive learning has shown promise, most existing approaches rely on convolutional neural networks ...
Baokai Zu, Zhengrui Yang, Yafang Li, Hongyuan Wang, Jianqiang Li, Ziping He   +5 more
doaj   +1 more source

ECG-Mamba: Cardiac Abnormality Classification With Non-Uniform-Mix Augmentation on 12-Lead ECGs

IEEE Journal of Translational Engineering in Health and Medicine
Objective: The detection of heart abnormalities using electrocardiograms (ECG) is a critical task in medical diagnostics. A lot of literature has utilized ResNet and Transformer architectures to detect heart disease based on ECG signals.
Huawei Jiang, Husna Mutahira, Shibo Wei, Mannan Saeed Muhammad   +3 more
doaj   +1 more source

DFFMamba: A Novel Remote Sensing Change Detection Method with Difference Feature Fusion Mamba

Transactions of Nanjing University of Aeronautics and Astronautics
Change detection （CD） plays a crucial role in numerous fields， where both convolutional neural networks （CNNs） and Transformers have demonstrated exceptional performance in CD tasks.
PENG Daifeng, DONG Fengxu, GUAN Haiyan
doaj   +1 more source