Information Fusion

21.1(top 1%)

impact factor

1.7K(top 10%)

papers

105.7K(top 5%)

citations

154(top 2%)

h-index

21.7(top 1%)

impact factor

2.5K

all documents

112.2K

doc citations

259(top 2%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI	Information Fusion	2020	3,332
2	Multisensor data fusion: A review of the state-of-the-art	Information Fusion	2013	1,485
3	A general framework for image fusion based on multi-scale transform and sparse representation	Information Fusion	2015	1,045
4	FusionGAN: A generative adversarial network for infrared and visible image fusion	Information Fusion	2019	954
5	Infrared and visible image fusion methods and applications: A survey	Information Fusion	2019	904
6	A review of affective computing: From unimodal analysis to multimodal fusion	Information Fusion	2017	890
7	Pixel-level image fusion: A survey of the state of the art	Information Fusion	2017	880
8	A review of uncertainty quantification in deep learning: Techniques, applications and challenges	Information Fusion	2021	876
9	Multi-focus image fusion with a deep convolutional neural network	Information Fusion	2017	854
10	A survey on deep learning for big data	Information Fusion	2018	827
11	Diversity creation methods: a survey and categorisation	Information Fusion	2005	786
12	A survey of multiple classifier systems as hybrid systems	Information Fusion	2014	778
13	A new look at IHS-like image fusion methods	Information Fusion	2001	772
14	Infrared and visible image fusion via gradient transfer and total variation minimization	Information Fusion	2016	761
15	A new distance between two bodies of evidence	Information Fusion	2001	727
16	Ensemble learning for data stream analysis: A survey	Information Fusion	2017	724
17	Pixel- and region-based image fusion with complex wavelets	Information Fusion	2007	723
18	Multi-sensor fusion in body sensor networks: State-of-the-art and research challenges	Information Fusion	2017	695
19	A general framework for multiresolution image fusion: from pixels to regions	Information Fusion	2003	692
20	Medical image fusion: A survey of the state of the art	Information Fusion	2014	689
21	Remote sensing image fusion using the curvelet transform	Information Fusion	2007	653
22	Social big data: Recent achievements and new challenges	Information Fusion	2016	629
23	Multi-view learning overview: Recent progress and new challenges	Information Fusion	2017	619
24	IFCNN: A general image fusion framework based on convolutional neural network	Information Fusion	2020	606
25	A review of remote sensing image fusion methods	Information Fusion	2016	603
26	A review of soft consensus models in a fuzzy environment	Information Fusion	2014	562
27	Performance comparison of different multi-resolution transforms for image fusion	Information Fusion	2011	499
28	A new image fusion performance metric based on visual information fidelity	Information Fusion	2013	497
29	Deep learning for pixel-level image fusion: Recent advances and future prospects	Information Fusion	2018	497
30	Image fusion: Advances in the state of the art	Information Fusion	2007	491
31	Machine learning algorithms for wireless sensor networks: A survey	Information Fusion	2019	474
32	Classifier selection for majority voting	Information Fusion	2005	473
33	Consistency and consensus measures for linguistic preference relations based on distribution assessments	Information Fusion	2014	461
34	Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy	Information Fusion	2019	447
35	A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion	Information Fusion	2020	429
36	Tabular data: Deep learning is not all you need	Information Fusion	2022	428
37	Deepfakes and beyond: A Survey of face manipulation and fake detection	Information Fusion	2020	423
38	Induced uncertain linguistic OWA operators applied to group decision making	Information Fusion	2006	407
39	A novel similarity based quality metric for image fusion	Information Fusion	2008	400
40	Belief function combination and conflict management	Information Fusion	2002	395
41	Engine fault diagnosis based on multi-sensor information fusion using Dempster–Shafer evidence theory	Information Fusion	2007	384
42	Multi-focus image fusion with dense SIFT	Information Fusion	2015	381
43	Combination of images with diverse focuses using the spatial frequency	Information Fusion	2001	374
44	Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0	Information Fusion	2019	373
45	A review of natural language processing techniques for opinion mining systems	Information Fusion	2017	370
46	Multi-focus image fusion using dictionary-based sparse representation	Information Fusion	2015	353
47	Image fusion techniques for remote sensing applications	Information Fusion	2002	346
48	A survey on machine learning for data fusion	Information Fusion	2020	344
49	Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities	Information Fusion	2019	340
50	Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review	Information Fusion	2018	336

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Information Fusion

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