OOIR: Observatory of International Research

Papers

(The H4-Index of Engineering Applications of Artificial Intelligence is 63. 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 2020-07-01 to 2024-07-01.)

Article	Citations
Ensemble deep learning: A review	583
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	328
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	325
Review of swarm intelligence-based feature selection methods	269
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	260
Artificial intelligence for the metaverse: A survey	221
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	206
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	180
Bayesian retinex underwater image enhancement	177
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	175
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	172
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	171
An integrated sustainable medical supply chain network during COVID-19	157
QANA: Quantum-based avian navigation optimizer algorithm	147
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	135
A lightweight vehicles detection network model based on YOLOv5	134
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	133
A physics-informed deep learning approach for bearing fault detection	110
A modified particle swarm optimization for multimodal multi-objective optimization	108
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	102
Smart farming using artificial intelligence: A review	98
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	97
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	97
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	95
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	94

A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	93
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	90
Underwater target detection based on Faster R-CNN and adversarial occlusion network	90
SLAM; definition and evolution	89
Supervised feature selection techniques in network intrusion detection: A critical review	86
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	85
Underwater image restoration via backscatter pixel prior and color compensation	84
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	84
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	83
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	81
Artificial neural networks in microgrids: A review	81
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	80
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	79
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	78
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	78
Multi-view underwater image enhancement method via embedded fusion mechanism	77
Computer vision framework for crack detection of civil infrastructure—A review	76
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	76
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	76
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	75
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	75
Deep learning in electrical utility industry: A comprehensive review of a decade of research	75
A memory guided sine cosine algorithm for global optimization	74
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features	73
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	72
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	71
From clustering to clustering ensemble selection: A review	70
An improved marine predators algorithm for shape optimization of developable Ball surfaces	70
A review of visual SLAM methods for autonomous driving vehicles	70
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	69
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	69
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization	68
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	67
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	66
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	66
Digital watermarking with improved SMS applied for QR code	66
Machine learning applications in power system fault diagnosis: Research advancements and perspectives	65
Thermographic fault diagnosis of electrical faults of commutator and induction motors	64
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network	63
Linguistic Pythagorean fuzzy CRITIC-EDAS method for multiple-attribute group decision analysis	63