OOIR: Observatory of International Research

Papers

(The H4-Index of Engineering Applications of Artificial Intelligence is 62. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Ensemble deep learning: A review	488
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	312
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	277
Review of swarm intelligence-based feature selection methods	259
Potential, challenges and future directions for deep learning in prognostics and health management applications	255
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	231
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	199
Artificial intelligence for the metaverse: A survey	193
Bayesian retinex underwater image enhancement	164
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	164
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	163
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	156
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	155
An integrated sustainable medical supply chain network during COVID-19	145
QANA: Quantum-based avian navigation optimizer algorithm	143
Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM	141
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	128
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	124
A lightweight vehicles detection network model based on YOLOv5	111
A modified particle swarm optimization for multimodal multi-objective optimization	107
A physics-informed deep learning approach for bearing fault detection	102
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction	100
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	95
A novel and effective optimization algorithm for global optimization and its engineering applications: Turbulent Flow of Water-based Optimization (TFWO)	94
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	93

A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies	91
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	90
A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	90
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	87
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	82
Underwater target detection based on Faster R-CNN and adversarial occlusion network	80
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	80
Artificial neural networks in microgrids: A review	79
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	79
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	79
SLAM; definition and evolution	79
Underwater image restoration via backscatter pixel prior and color compensation	79
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	79
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	78
Smart farming using artificial intelligence: A review	78
Supervised feature selection techniques in network intrusion detection: A critical review	76
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	75
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	75
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	75
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	75
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	75
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	74
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	73
A memory guided sine cosine algorithm for global optimization	73
Deep learning in electrical utility industry: A comprehensive review of a decade of research	72
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	72
DEACO: Adopting dynamic evaporation strategy to enhance ACO algorithm for the traveling salesman problem	72
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	71
Multi-view underwater image enhancement method via embedded fusion mechanism	70
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	69
An improved marine predators algorithm for shape optimization of developable Ball surfaces	67
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	66
From clustering to clustering ensemble selection: A review	66
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	66
Digital watermarking with improved SMS applied for QR code	66
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features	66
A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array	65
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	62
A review of visual SLAM methods for autonomous driving vehicles	62
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	62