Information Fusion

(The TQCC of Information Fusion is 68. The table below lists those papers that are above that threshold based on CrossRef citation counts. The publications cover those that have been published in the past four years, i.e., from 2019-03-01 to 2023-03-01.)
Infrared and visible image fusion methods and applications: A survey636
FusionGAN: A generative adversarial network for infrared and visible image fusion610
Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy354
Machine learning algorithms for wireless sensor networks: A survey349
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0281
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities255
Ensembles for feature selection: A review and future trends233
Emotion recognition using deep learning approach from audio–visual emotional big data218
Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions195
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks176
Human emotion recognition using deep belief network architecture162
Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges159
A survey of data fusion in smart city applications148
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation146
Feature selection with multi-view data: A survey137
Multi-sensor information fusion estimators for stochastic uncertain systems with correlated noises128
Deep learning analysis of mobile physiological, environmental and location sensor data for emotion detection124
A social network based approach for consensus achievement in multiperson decision making121
An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions119
An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges117
A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion117
A survey on region based image fusion methods116
Fusion of multispectral data through illumination-aware deep neural networks for pedestrian detection116
Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors113
Ensemble of CNN for multi-focus image fusion112
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 MULTIMOORA109
A comprehensive overview of biometric fusion106
Deriving decision makers’ weights in group decision making: An overview of objective methods97
Social network analysis-based conflict relationship investigation and conflict degree-based consensus reaching process for large scale decision making using sparse representation89
Non-linear adaptive closed-loop control system for improved efficiency in IoT-blockchain management87
Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach81
EARS: Emotion-aware recommender system based on hybrid information fusion79
Linguistic intuitionistic fuzzy preference relations and their application to multi-criteria decision making76
Android malware detection through hybrid features fusion and ensemble classifiers: The AndroPyTool framework and the OmniDroid dataset75
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction74
Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion74
A Partial-Nodes-Based Information fusion approach to state estimation for discrete-Time delayed stochastic complex networks73
Multi-focus image fusion using Content Adaptive Blurring71
A survey on big data-driven digital phenotyping of mental health71
Content based image retrieval using image features information fusion70
Information fusion in rough set theory : An overview70
Cross-modality interactive attention network for multispectral pedestrian detection69
Audio-visual emotion fusion (AVEF): A deep efficient weighted approach68