OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 105. 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 2020-10-01 to 2024-10-01.)

Article	Citations
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	842
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	757
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	664
An improved grey wolf optimizer for solving engineering problems	602
Self-driving cars: A survey	540
Deep learning approaches for COVID-19 detection based on chest X-ray images	514
A review of fuzzy AHP methods for decision-making with subjective judgements	491
INFO: An efficient optimization algorithm based on weighted mean of vectors	466
Graph neural network for traffic forecasting: A survey	412
A review of deep learning methods for semantic segmentation of remote sensing imagery	376
Automatic text summarization: A comprehensive survey	367
Machine learning and data mining in manufacturing	361
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	356
Applications of deep learning in stock market prediction: Recent progress	296
A survey and performance evaluation of deep learning methods for small object detection	282
Red fox optimization algorithm	261
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	260
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	260
A new optimization method based on COOT bird natural life model	254
Machine Learning for industrial applications: A comprehensive literature review	245
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	243
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	230
Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	224
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	219
Sign Language Recognition: A Deep Survey	216

Remora optimization algorithm	214
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	207
Effects of the entropy weight on TOPSIS	203
A bidirectional LSTM deep learning approach for intrusion detection	190
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	183
Stock price prediction using deep learning and frequency decomposition	181
Applications and Research avenues for drone-based models in logistics: A classification and review	179
Machine learning techniques and data for stock market forecasting: A literature review	179
Stock market movement forecast: A Systematic review	176
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	175
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	173
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	169
MOSOA: A new multi-objective seagull optimization algorithm	168
Rice diseases detection and classification using attention based neural network and bayesian optimization	161
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	159
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	156
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	152
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	152
Dynamic Salp swarm algorithm for feature selection	150
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	149
Gold volatility prediction using a CNN-LSTM approach	145
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	144
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	142
An efficient Harris hawks-inspired image segmentation method	141
Monarch butterfly optimization: A comprehensive review	141
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	138
Portfolio optimization with return prediction using deep learning and machine learning	138
Feature Selection for Classification using Principal Component Analysis and Information Gain	137
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	136
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	135
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	135
Identification of rice plant diseases using lightweight attention networks	133
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	133
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	132
A feature selection algorithm of decision tree based on feature weight	131
Using VADER sentiment and SVM for predicting customer response sentiment	131
An efficient convolutional neural network for coronary heart disease prediction	129
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	129
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	127
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	127
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	125
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	124
Multiple-criteria decision-making sorting methods: A survey	124
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	124
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	124
A benchmark of machine learning approaches for credit score prediction	123
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	123
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	122
Detection of DDoS attacks with feed forward based deep neural network model	122
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	121

Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	120
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	119
Attention based CNN model for fire detection and localization in real-world images	119
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	119
A novel pixel-split image encryption scheme based on 2D Salomon map	118
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	118
Improving classification accuracy using data augmentation on small data sets	118
Nested cross-validation when selecting classifiers is overzealous for most practical applications	117
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm	116
Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies	116
Trajectory planning for multi-robot systems: Methods and applications	116
Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities	116
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	115
Linguistic feature based learning model for fake news detection and classification	113
Tourism recommendation system based on semantic clustering and sentiment analysis	112
A two-layer feature selection method using Genetic Algorithm and Elastic Net	111
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	111
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	111
A hybrid recommender system for recommending relevant movies using an expert system	110
An improved Jaya optimization algorithm with Lévy flight	109
Fake news detection in multiple platforms and languages	109
Shapley-Lorenz eXplainable Artificial Intelligence	108
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	108
Remote sensing image super-resolution and object detection: Benchmark and state of the art	108
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	108
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	106
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	106
A novel version of Cuckoo search algorithm for solving optimization problems	106
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	105
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	105
Development and application of slime mould algorithm for optimal economic emission dispatch	105