OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 103. 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
Marine Predators Algorithm: A nature-inspired metaheuristic	1369
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	779
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	717
Chimp optimization algorithm	686
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	620
An improved grey wolf optimizer for solving engineering problems	560
Self-driving cars: A survey	501
Deep learning approaches for COVID-19 detection based on chest X-ray images	495
A review of fuzzy AHP methods for decision-making with subjective judgements	454
INFO: An efficient optimization algorithm based on weighted mean of vectors	424
Graph neural network for traffic forecasting: A survey	337
Automatic text summarization: A comprehensive survey	337
Machine learning and data mining in manufacturing	332
A review of deep learning methods for semantic segmentation of remote sensing imagery	330
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	282
Applications of deep learning in stock market prediction: Recent progress	267
A survey and performance evaluation of deep learning methods for small object detection	260
Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities	252
A survey of blockchain consensus algorithms performance evaluation criteria	249
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	247
Red fox optimization algorithm	242
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	237
A new optimization method based on COOT bird natural life model	231
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	221
Machine Learning for industrial applications: A comprehensive literature review	219

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	211
Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	208
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	204
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	202
Driver behavior detection and classification using deep convolutional neural networks	195
Remora optimization algorithm	195
Sign Language Recognition: A Deep Survey	194
Selective Opposition based Grey Wolf Optimization	188
Effects of the entropy weight on TOPSIS	181
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	172
Applications and Research avenues for drone-based models in logistics: A classification and review	169
Stock price prediction using deep learning and frequency decomposition	166
A bidirectional LSTM deep learning approach for intrusion detection	161
MOSOA: A new multi-objective seagull optimization algorithm	161
Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data	161
An efficient henry gas solubility optimization for feature selection	159
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	159
Machine learning techniques and data for stock market forecasting: A literature review	159
Stock market movement forecast: A Systematic review	159
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	149
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	148
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	148
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	147
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	147
An efficient double adaptive random spare reinforced whale optimization algorithm	143
Rice diseases detection and classification using attention based neural network and bayesian optimization	143
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	141
Detection of illicit accounts over the Ethereum blockchain	139
Dynamic Salp swarm algorithm for feature selection	138
Monarch butterfly optimization: A comprehensive review	138
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	137
An AHP-based multi-criteria model for sustainable supply chain development in the renewable energy sector	136
An efficient Harris hawks-inspired image segmentation method	134
PQ-RRT*: An improved path planning algorithm for mobile robots	133
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	129
Gold volatility prediction using a CNN-LSTM approach	129
Feature Selection for Classification using Principal Component Analysis and Information Gain	126
A feature selection algorithm of decision tree based on feature weight	125
Identification of rice plant diseases using lightweight attention networks	124
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	124
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	123
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	123
Using VADER sentiment and SVM for predicting customer response sentiment	122
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	121
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	120
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	119
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	119
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	118
An efficient convolutional neural network for coronary heart disease prediction	118
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	117

Portfolio optimization with return prediction using deep learning and machine learning	116
A benchmark of machine learning approaches for credit score prediction	116
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	116
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	115
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	115
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	114
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	114
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	113
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	112
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm	112
Multiple-criteria decision-making sorting methods: A survey	111
Improving classification accuracy using data augmentation on small data sets	110
Linguistic feature based learning model for fake news detection and classification	110
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	110
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	109
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	108
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	108
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	107
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	107
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	107
Yin-Yang firefly algorithm based on dimensionally Cauchy mutation	107
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	106
An improved Jaya optimization algorithm with Lévy flight	106
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	106
A hybrid recommender system for recommending relevant movies using an expert system	105
Attention based CNN model for fire detection and localization in real-world images	104
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	104
Detection of DDoS attacks with feed forward based deep neural network model	103