OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Intelligence is 52. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Attention-based VGG-16 model for COVID-19 chest X-ray image classification	201
Image super-resolution reconstruction based on feature map attention mechanism	168
Deep learning in multi-object detection and tracking: state of the art	155
A comprehensive survey on feature selection in the various fields of machine learning	148
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays	142
The geometry of three-way decision	141
Cropping and attention based approach for masked face recognition	135
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward	129
Design and analysis of a large-scale COVID-19 tweets dataset	118
A novel cause analysis approach of grey reasoning Petri net based on matrix operations	105
Citrus disease detection and classification using end-to-end anchor-based deep learning model	105
Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems	103
Confidence interval for micro-averaged F1 and macro-averaged F1 scores	100
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects	99
A review of cooperative multi-agent deep reinforcement learning	96
Feature selection based on mutual information with correlation coefficient	93
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring	93
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction	90
Hybrid CNN-LSTM deep learning model and ensemble technique for automatic detection of myocardial infarction using big ECG data	89
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues	87
SA-FPN: An effective feature pyramid network for crowded human detection	85
Densely connected convolutional networks-based COVID-19 screening model	85
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM	83
Temperate fish detection and classification: a deep learning based approach	83
Personalized recommendation system based on knowledge embedding and historical behavior	76

Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review	75
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects	73
Using artificial intelligence techniques for COVID-19 genome analysis	72
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus	71
An improved aspect-category sentiment analysis model for text sentiment analysis based on RoBERTa	70
A tree-based stacking ensemble technique with feature selection for network intrusion detection	70
An optimal deep learning-based LSTM for stock price prediction using twitter sentiment analysis	70
Masked face recognition with convolutional neural networks and local binary patterns	69
“Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images”	68
An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images	67
Attention-based residual autoencoder for video anomaly detection	67
FOX: a FOX-inspired optimization algorithm	66
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions	64
A bi-stage feature selection approach for COVID-19 prediction using chest CT images	63
A novel hybrid particle swarm optimization for multi-UAV cooperate path planning	62
Deep facial spatiotemporal network for engagement prediction in online learning	61
Convolutional neural network based on attention mechanism and Bi-LSTM for bearing remaining life prediction	60
General Performance Score for classification problems	60
M-FFN: multi-scale feature fusion network for image captioning	59
EfficientPose: Scalable single-person pose estimation	59
A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management	58
Sensor data-driven structural damage detection based on deep convolutional neural networks and continuous wavelet transform	57
Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking	56
Mask-guided SSD for small-object detection	55
Real-time stereo matching with high accuracy via Spatial Attention-Guided Upsampling	53
An efficient intuitionistic fuzzy MULTIMOORA approach based on novel aggregation operators for the assessment of solid waste management techniques	52
Dynamic updating approximations of local generalized multigranulation neighborhood rough set	52
Research on image Inpainting algorithm of improved GAN based on two-discriminations networks	52