| A survey on deep learning for big data |
126 |
| Infrared and visible image fusion methods and applications: A survey |
116 |
| Deep learning for pixel-level image fusion: Recent advances and future prospects |
91 |
| FusionGAN: A generative adversarial network for infrared and visible image fusion |
89 |
| Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy |
70 |
| An approach to quality function deployment based on probabilistic linguistic term sets and ORESTE method for multi-expert multi-criteria decision making |
57 |
| Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review |
52 |
| Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities |
44 |
| Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0 |
43 |
| A consensus model for large-scale group decision making with hesitant fuzzy information and changeable clusters |
43 |
| Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions |
42 |
| Dynamic classifier selection: Recent advances and perspectives |
41 |
| An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks |
41 |
| Fusing texture, shape and deep model-learned information at decision level for automated classification of lung nodules on chest CT |
40 |
| A social network based approach for consensus achievement in multiperson decision making |
39 |
| A minimum adjustment cost feedback mechanism based consensus model for group decision making under social network with distributed linguistic trust |
38 |
| Human emotion recognition using deep belief network architecture |
36 |
| Score-HeDLiSF: A score function of hesitant fuzzy linguistic term set based on hesitant degrees and linguistic scale functions: An application to unbalanced hesitant fuzzy linguistic MULTIMOORA |
36 |
| Ensembles for feature selection: A review and future trends |
35 |
| A survey on the fusion process in opinion dynamics |
35 |
| Distinguishing between facts and opinions for sentiment analysis: Survey and challenges |
35 |
| Machine learning algorithms for wireless sensor networks: A survey |
35 |
| A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines |
34 |
| Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges |
32 |
| An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions |
31 |
| Emotion recognition using deep learning approach from audio-visual emotional big data |
29 |
| A Partial-Nodes-Based Information fusion approach to state estimation for discrete-Time delayed stochastic complex networks |
29 |
| Multiview dimension reduction via Hessian multiset canonical correlations |
28 |
| Inertial/magnetic sensors based pedestrian dead reckoning by means of multi-sensor fusion |
28 |
| A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion |
26 |
| An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges |
26 |
| Remoteness index-based Pythagorean fuzzy VIKOR methods with a generalized distance measure for multiple criteria decision analysis |
26 |
| Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors |
26 |
| A survey of data fusion in smart city applications |
26 |
| Linguistic intuitionistic fuzzy preference relations and their application to multi-criteria decision making |
24 |
| Deriving decision makers' weights in group decision making: An overview of objective methods |
24 |
| Feature selection with multi-view data: A survey |
23 |
| Data fusion based coverage optimization in heterogeneous sensor networks: A survey |
23 |
| Ensemble of CNN for multi-focus image fusion |
22 |
| Deep learning analysis of mobile physiological, environmental and location sensor data for emotion detection |
21 |
| Hesitant fuzzy linguistic term sets for linguistic decision making: Current developments, issues and challenges |
20 |
| Necessary and possible hesitant fuzzy sets: A novel model for group decision making |
20 |
| Multi-focus image fusion using Content Adaptive Blurring |
20 |
| Group decision making based on linguistic distributions and hesitant assessments: Maximizing the support degree with an accuracy constraint |
19 |
| A comprehensive survey on the reliability of mobile wireless sensor networks: Taxonomy, challenges, and future directions |
19 |
| Multispectral and hyperspectral image fusion with spatial-spectral sparse representation |
19 |
| Multi-biometric template protection based on bloom filters |
18 |
| Social network analysis-based conflict relationship investigation and conflict degree-based consensus reaching process for large scale decision making using sparse representation |
18 |
| Reaching a consensus with minimum adjustment in MAGDM with hesitant fuzzy linguistic term sets |
17 |
| Unbalanced double hierarchy linguistic term set: The TOPSIS method for multi-expert qualitative decision making involving green mine selection |
17 |
