OOIR: Observatory of International Research

Papers

(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.)

Article	Citations
Infrared and visible image fusion methods and applications: A survey	636
FusionGAN: A generative adversarial network for infrared and visible image fusion	610
Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy	354
Machine learning algorithms for wireless sensor networks: A survey	349
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0	281
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities	255
Ensembles for feature selection: A review and future trends	233
Emotion recognition using deep learning approach from audio–visual emotional big data	218
Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions	195
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks	176
Human emotion recognition using deep belief network architecture	162
Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges	159
A survey of data fusion in smart city applications	148
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation	146
Feature selection with multi-view data: A survey	137
Multi-sensor information fusion estimators for stochastic uncertain systems with correlated noises	128
Deep learning analysis of mobile physiological, environmental and location sensor data for emotion detection	124
A social network based approach for consensus achievement in multiperson decision making	121
An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions	119
An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges	117
A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion	117
A survey on region based image fusion methods	116
Fusion of multispectral data through illumination-aware deep neural networks for pedestrian detection	116
Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors	113
Ensemble of CNN for multi-focus image fusion	112
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	109
A comprehensive overview of biometric fusion	106
Deriving decision makers’ weights in group decision making: An overview of objective methods	97
Social network analysis-based conflict relationship investigation and conflict degree-based consensus reaching process for large scale decision making using sparse representation	89
Non-linear adaptive closed-loop control system for improved efficiency in IoT-blockchain management	87
Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach	81
EARS: Emotion-aware recommender system based on hybrid information fusion	79
Linguistic intuitionistic fuzzy preference relations and their application to multi-criteria decision making	76
Android malware detection through hybrid features fusion and ensemble classifiers: The AndroPyTool framework and the OmniDroid dataset	75
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction	74
Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion	74
A Partial-Nodes-Based Information fusion approach to state estimation for discrete-Time delayed stochastic complex networks	73
Multi-focus image fusion using Content Adaptive Blurring	71
A survey on big data-driven digital phenotyping of mental health	71
Content based image retrieval using image features information fusion	70
Information fusion in rough set theory : An overview	70
Cross-modality interactive attention network for multispectral pedestrian detection	69
Audio-visual emotion fusion (AVEF): A deep efficient weighted approach	68