OOIR: Observatory of International Research

Papers

(The H4-Index of Engineering Applications of Artificial Intelligence is 64. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Tunicate Swarm Algorithm: A new bio-inspired based metaheuristic paradigm for global optimization	744
Ensemble deep learning: A review	435
Differential Evolution: A review of more than two decades of research	334
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	295
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	252
Review of swarm intelligence-based feature selection methods	247
Potential, challenges and future directions for deep learning in prognostics and health management applications	245
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	212
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	195
Artificial intelligence for the metaverse: A survey	179
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	161
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	160
Bayesian retinex underwater image enhancement	150
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	146
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	145
An integrated sustainable medical supply chain network during COVID-19	143
Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM	140
QANA: Quantum-based avian navigation optimizer algorithm	135
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	125
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	112
A comprehensive overview of smart wearables: The state of the art literature, recent advances, and future challenges	112
A modified particle swarm optimization for multimodal multi-objective optimization	106
A lightweight vehicles detection network model based on YOLOv5	101
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction	99
A physics-informed deep learning approach for bearing fault detection	96

SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	92
A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	90
A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies	89
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	89
A novel and effective optimization algorithm for global optimization and its engineering applications: Turbulent Flow of Water-based Optimization (TFWO)	89
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	88
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	86
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	79
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	78
Artificial neural networks in microgrids: A review	77
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	77
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	77
Underwater image restoration via backscatter pixel prior and color compensation	76
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	75
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	74
Underwater target detection based on Faster R-CNN and adversarial occlusion network	74
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	74
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	74
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	73
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	72
Supervised feature selection techniques in network intrusion detection: A critical review	72
Deep learning in electrical utility industry: A comprehensive review of a decade of research	71
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	71
A memory guided sine cosine algorithm for global optimization	71
SLAM; definition and evolution	71
Reliable blood supply chain network design with facility disruption: A real-world application	69
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	69
DEACO: Adopting dynamic evaporation strategy to enhance ACO algorithm for the traveling salesman problem	69
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	68
Dynamic shuffled frog-leaping algorithm for distributed hybrid flow shop scheduling with multiprocessor tasks	68
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	68
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	68
Multi-view underwater image enhancement method via embedded fusion mechanism	66
An improved marine predators algorithm for shape optimization of developable Ball surfaces	66
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	66
Digital watermarking with improved SMS applied for QR code	66
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	66
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	65
Smart farming using artificial intelligence: A review	64