Data clustering: application and trends

GJ Oyewole, GA Thopil - Artificial intelligence review, 2023 - Springer
Clustering has primarily been used as an analytical technique to group unlabeled data for
extracting meaningful information. The fact that no clustering algorithm can solve all …

CrossFuse: A novel cross attention mechanism based infrared and visible image fusion approach

H Li, XJ Wu - Information Fusion, 2024 - Elsevier
Multimodal visual information fusion aims to integrate the multi-sensor data into a single
image which contains more complementary information and less redundant features …

Deep model fusion: A survey

W Li, Y Peng, M Zhang, L Ding, H Hu… - arxiv preprint arxiv …, 2023 - arxiv.org
Deep model fusion/merging is an emerging technique that merges the parameters or
predictions of multiple deep learning models into a single one. It combines the abilities of …

Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook

X Zou, Y Yan, X Hao, Y Hu, H Wen, E Liu, J Zhang… - Information …, 2025 - Elsevier
As cities continue to burgeon, Urban Computing emerges as a pivotal discipline for
sustainable development by harnessing the power of cross-domain data fusion from diverse …

Self-paced semi-supervised feature selection with application to multi-modal Alzheimer's disease classification

C Zhang, W Fan, B Wang, C Chen, H Li - Information Fusion, 2024 - Elsevier
Semi-supervised multi-modal learning has attracted much attention due to the expense and
scarcity of data labels, especially in disease diagnosis field. Most existing methods follow …

Characteristic evaluation via multi-sensor information fusion strategy for spherical underwater robots

C Li, S Guo - Information Fusion, 2023 - Elsevier
Currently, most of the existing fusion methods ignore the rich multi-source information of
different types of sensor nodes in the underwater unknown environment, which makes it …

Cross-directional consistency network with adaptive layer normalization for multi-spectral vehicle re-identification and a high-quality benchmark

A Zheng, X Zhu, Z Ma, C Li, J Tang, J Ma - Information Fusion, 2023 - Elsevier
To tackle the challenge of vehicle re-identification (Re-ID) in complex lighting environments
and diverse scenes, multi-spectral sources like visible and infrared information are taken …

A social media event detection framework based on transformers and swarm optimization for public notification of crises and emergency management

A Dahou, A Mabrouk, AA Ewees, MA Gaheen… - … Forecasting and Social …, 2023 - Elsevier
Social media allows the spread of vital information regarding crises and emergencies. Thus,
emergency management systems can benefit from social media because they can be used …