Information Fusion

Title Publication Date Language Citations
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI2020/06/01English2,376
Multisensor data fusion: A review of the state-of-the-art2013/01/01English894
A general framework for image fusion based on multi-scale transform and sparse representation2015/07/01English822
FusionGAN: A generative adversarial network for infrared and visible image fusion2019/08/01English809
Infrared and visible image fusion methods and applications: A survey2019/01/01English744
Multi-focus image fusion with a deep convolutional neural network2017/07/01English724
A review of uncertainty quantification in deep learning: Techniques, applications and challenges2021/12/01English721
Pixel-level image fusion: A survey of the state of the art2017/01/01English713
Infrared and visible image fusion via gradient transfer and total variation minimization2016/09/01English616
A survey on deep learning for big data2018/07/01English580
IFCNN: A general image fusion framework based on convolutional neural network2020/02/01English543
A review of affective computing: From unimodal analysis to multimodal fusion2017/09/01English525
Multi-sensor fusion in body sensor networks: State-of-the-art and research challenges2017/05/01English525
Pixel- and region-based image fusion with complex wavelets2007/04/01English511
Remote sensing image fusion using the curvelet transform2007/04/01English503
Multi-view learning overview: Recent progress and new challenges2017/11/01English476
A review of remote sensing image fusion methods2016/11/01English473
A survey of multiple classifier systems as hybrid systems2014/03/01English467
Medical image fusion: A survey of the state of the art2014/09/01English461
Ensemble learning for data stream analysis: A survey2017/09/01English461
A review of soft consensus models in a fuzzy environment2014/05/01English443
A new image fusion performance metric based on visual information fidelity2013/04/01English433
Deep learning for pixel-level image fusion: Recent advances and future prospects2018/07/01English431
Consistency and consensus measures for linguistic preference relations based on distribution assessments2014/05/01English429
Diversity creation methods: a survey and categorisation2005/03/01English412
Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy2019/03/01English401
Social big data: Recent achievements and new challenges2016/03/01English393
Performance comparison of different multi-resolution transforms for image fusion2011/04/01English364
Machine learning algorithms for wireless sensor networks: A survey2019/09/01English356
Tabular data: Deep learning is not all you need2022/05/01English338