OOIR: Observatory of International Research

Papers

(The H4-Index of Expert Systems With Applications is 99. 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
Marine Predators Algorithm: A nature-inspired metaheuristic	1249
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	704
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	644
Chimp optimization algorithm	621
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	555
An improved grey wolf optimizer for solving engineering problems	495
Deep learning approaches for COVID-19 detection based on chest X-ray images	472
Self-driving cars: A survey	451
A review of fuzzy AHP methods for decision-making with subjective judgements	409
INFO: An efficient optimization algorithm based on weighted mean of vectors	362
Automatic text summarization: A comprehensive survey	301
Machine learning and data mining in manufacturing	292
A review of deep learning methods for semantic segmentation of remote sensing imagery	285
Graph neural network for traffic forecasting: A survey	277
Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection	251
Applications of deep learning in stock market prediction: Recent progress	236
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	234
A survey and performance evaluation of deep learning methods for small object detection	230
A survey of blockchain consensus algorithms performance evaluation criteria	225
Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities	225
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	224
A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer	215
Red fox optimization algorithm	213
A new optimization method based on COOT bird natural life model	207
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	201

Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	197
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	195
DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction	195
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	194
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	192
Machine Learning for industrial applications: A comprehensive literature review	187
Selective Opposition based Grey Wolf Optimization	175
Driver behavior detection and classification using deep convolutional neural networks	173
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	171
Sign Language Recognition: A Deep Survey	166
Remora optimization algorithm	165
Effects of the entropy weight on TOPSIS	158
An efficient henry gas solubility optimization for feature selection	152
Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data	152
MOSOA: A new multi-objective seagull optimization algorithm	152
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	151
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	145
Stock price prediction using deep learning and frequency decomposition	145
Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection	145
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	143
Applications and Research avenues for drone-based models in logistics: A classification and review	142
Group teaching optimization algorithm: A novel metaheuristic method for solving global optimization problems	142
Stock market movement forecast: A Systematic review	141
A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities	140
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait	138
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	137
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	137
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	134
Monarch butterfly optimization: A comprehensive review	133
Dynamic Salp swarm algorithm for feature selection	132
A bidirectional LSTM deep learning approach for intrusion detection	131
An efficient Harris hawks-inspired image segmentation method	130
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	129
An efficient double adaptive random spare reinforced whale optimization algorithm	128
An AHP-based multi-criteria model for sustainable supply chain development in the renewable energy sector	128
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	128
Machine learning techniques and data for stock market forecasting: A literature review	127
Detection of illicit accounts over the Ethereum blockchain	126
Intelligent personal assistants: A systematic literature review	123
Rice diseases detection and classification using attention based neural network and bayesian optimization	122
Gold volatility prediction using a CNN-LSTM approach	119
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	116
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	116
ReDMark: Framework for residual diffusion watermarking based on deep networks	115
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	114
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	114
Feature Selection for Classification using Principal Component Analysis and Information Gain	113
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	113
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	112
PQ-RRT*: An improved path planning algorithm for mobile robots	112

Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	110
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	110
A feature selection algorithm of decision tree based on feature weight	109
An efficient convolutional neural network for coronary heart disease prediction	109
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	107
Using VADER sentiment and SVM for predicting customer response sentiment	107
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	106
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	106
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	106
A benchmark of machine learning approaches for credit score prediction	105
Improving classification accuracy using data augmentation on small data sets	105
Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection	104
Yin-Yang firefly algorithm based on dimensionally Cauchy mutation	104
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	104
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	104
Identification of rice plant diseases using lightweight attention networks	104
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	103
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	103
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm	102
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	102
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	102
Portfolio optimization with return prediction using deep learning and machine learning	102
A hybrid recommender system for recommending relevant movies using an expert system	101
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	100
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	99
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	99
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	99