Expert Systems With Applications

Article	Citations
Marine Predators Algorithm: A nature-inspired metaheuristic	1288
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	728
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	671
Chimp optimization algorithm	642
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	585
An improved grey wolf optimizer for solving engineering problems	519
Deep learning approaches for COVID-19 detection based on chest X-ray images	480
Self-driving cars: A survey	470
A review of fuzzy AHP methods for decision-making with subjective judgements	420
INFO: An efficient optimization algorithm based on weighted mean of vectors	387
Automatic text summarization: A comprehensive survey	317
Machine learning and data mining in manufacturing	302
A review of deep learning methods for semantic segmentation of remote sensing imagery	298
Graph neural network for traffic forecasting: A survey	294
Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection	256
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	249
Applications of deep learning in stock market prediction: Recent progress	246
A survey and performance evaluation of deep learning methods for small object detection	238
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	236
A survey of blockchain consensus algorithms performance evaluation criteria	232
Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities	230
Red fox optimization algorithm	224
A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer	220
A new optimization method based on COOT bird natural life model	219
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	213

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	204
Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	201
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	201
Machine Learning for industrial applications: A comprehensive literature review	198
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	198
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	182
Remora optimization algorithm	181
Driver behavior detection and classification using deep convolutional neural networks	179
Selective Opposition based Grey Wolf Optimization	176
Sign Language Recognition: A Deep Survey	174
Effects of the entropy weight on TOPSIS	174
Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data	157
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	156
An efficient henry gas solubility optimization for feature selection	154
MOSOA: A new multi-objective seagull optimization algorithm	154
Applications and Research avenues for drone-based models in logistics: A classification and review	151
Stock price prediction using deep learning and frequency decomposition	150
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	149
Stock market movement forecast: A Systematic review	148
Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection	148
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	144
Group teaching optimization algorithm: A novel metaheuristic method for solving global optimization problems	144
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	143
A bidirectional LSTM deep learning approach for intrusion detection	141
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	139
Machine learning techniques and data for stock market forecasting: A literature review	138
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	137
An efficient double adaptive random spare reinforced whale optimization algorithm	136
Dynamic Salp swarm algorithm for feature selection	134
Monarch butterfly optimization: A comprehensive review	133
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	133
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	133
An efficient Harris hawks-inspired image segmentation method	132
Detection of illicit accounts over the Ethereum blockchain	132
An AHP-based multi-criteria model for sustainable supply chain development in the renewable energy sector	129
Intelligent personal assistants: A systematic literature review	127
Rice diseases detection and classification using attention based neural network and bayesian optimization	126
Gold volatility prediction using a CNN-LSTM approach	125
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	123
ReDMark: Framework for residual diffusion watermarking based on deep networks	119
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	117
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	117
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	117
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	117
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	116
PQ-RRT*: An improved path planning algorithm for mobile robots	116
Feature Selection for Classification using Principal Component Analysis and Information Gain	116
A feature selection algorithm of decision tree based on feature weight	114
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	114
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	113

Explaining anomalies detected by autoencoders using Shapley Additive Explanations	113
Identification of rice plant diseases using lightweight attention networks	112
An efficient convolutional neural network for coronary heart disease prediction	112
A benchmark of machine learning approaches for credit score prediction	111
Using VADER sentiment and SVM for predicting customer response sentiment	110
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	109
Yin-Yang firefly algorithm based on dimensionally Cauchy mutation	107
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	107
Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection	107
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	107
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	106
Improving classification accuracy using data augmentation on small data sets	106
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	106
Portfolio optimization with return prediction using deep learning and machine learning	105
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm	105
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	105
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	105
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	104
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	103
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	103
A hybrid recommender system for recommending relevant movies using an expert system	103
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	102
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	102
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	102
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	101
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	101
A two-layer feature selection method using Genetic Algorithm and Elastic Net	100
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	100
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	100
Linguistic feature based learning model for fake news detection and classification	99
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	99
An improved firefly algorithm for global continuous optimization problems	98
Aspect-based sentiment analysis using adaptive aspect-based lexicons	98
Fake news detection in multiple platforms and languages	97
A novel version of Cuckoo search algorithm for solving optimization problems	97
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	97
Multiple-criteria decision-making sorting methods: A survey	96
Attention based CNN model for fire detection and localization in real-world images	96
An improved Jaya optimization algorithm with Lévy flight	96
Detection of DDoS attacks with feed forward based deep neural network model	95
A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization	95
Development and application of slime mould algorithm for optimal economic emission dispatch	94
Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators	94
Tourism recommendation system based on semantic clustering and sentiment analysis	94
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	94
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	94
Shapley-Lorenz eXplainable Artificial Intelligence	93
Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies	92
An aggregative learning gravitational search algorithm with self-adaptive gravitational constants	92
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	91
Involvement of controllable lead time and variable demand for a smart manufacturing system under a supply chain management	91
Enhanced deep learning algorithm development to detect pain intensity from facial expression images	91
Hand sign language recognition using multi-view hand skeleton	90
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis	90
A modified particle swarm optimization using adaptive strategy	90
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization	90
Evaluating the feasibility of blockchain in logistics operations: A decision framework	90
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA	90
Data-driven early fault diagnostic methodology of permanent magnet synchronous motor	89
Ultrasonic guided wave based structural damage detection and localization using model assisted convolutional and recurrent neural networks	89
Trajectory planning for multi-robot systems: Methods and applications	89
Nested cross-validation when selecting classifiers is overzealous for most practical applications	89
A hybrid recommendation system with many-objective evolutionary algorithm	88
Research trends in text mining: Semantic network and main path analysis of selected journals	88
A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification	88
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis	88
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm	87
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning	86
Pythagorean fuzzy DEMATEL method for supplier selection in sustainable supply chain management	86
Hierarchical DEMATEL method for complex systems	86
Euclidean distance based feature ranking and subset selection for bearing fault diagnosis	86
Supplier selection in sustainable supply chains: Using the integrated BWM, fuzzy Shannon entropy, and fuzzy MULTIMOORA methods	86
A hybrid method with dynamic weighted entropy for handling the problem of class imbalance with overlap in credit card fraud detection	85
DENS-ECG: A deep learning approach for ECG signal delineation	85
Real-time classification for autonomous drowsiness detection using eye aspect ratio	85
Rumor detection based on propagation graph neural network with attention mechanism	85
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition	84
Deep reinforcement learning based preventive maintenance policy for serial production lines	84
An improved quantum particle swarm optimization algorithm for environmental economic dispatch	83
Vision-based hand gesture recognition using deep learning for the interpretation of sign language	83

An efficient deep Convolutional Neural Network based detection and classification of Acute Lymphoblastic Leukemia	83
CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection	82
Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting	82
A taxonomy of blockchain consensus protocols: A survey and classification framework	82
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms	82
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	81
Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine vision	81
A novel pixel-split image encryption scheme based on 2D Salomon map	81
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	80
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	80
Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations	79
Best-Worst method and Hamacher aggregation operations for intuitionistic 2-tuple linguistic sets	79
Driver stress detection via multimodal fusion using attention-based CNN-LSTM	78
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic	78
Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method	77
Development of an integrated decision making model for location selection of logistics centers in the Spanish autonomous communities	77
Enhanced multi-verse optimizer for task scheduling in cloud computing environments	77
Predicting online shopping behaviour from clickstream data using deep learning	77
Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems	77
A sustainable flexible manufacturing–remanufacturing model with improved service and green investment under variable demand	77
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm	76
Remote sensing image super-resolution and object detection: Benchmark and state of the art	76
Speech emotion recognition using recurrent neural networks with directional self-attention	76
Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications	76
An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers	75
New Chebyshev distance measures for Pythagorean fuzzy sets with applications to multiple criteria decision analysis using an extended ELECTRE approach	75
Machine learning based methods for software fault prediction: A survey	75
An application of deep reinforcement learning to algorithmic trading	75
Adversarial machine learning in Network Intrusion Detection Systems	74
A novel approach based on Grasshopper optimization algorithm for medical image fusion	74
Hybrid enhanced discrete fruit fly optimization algorithm for scheduling blocking flow-shop in distributed environment	74
Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach	73
Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset	73
A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data	73
Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces	73
Structural similarity index (SSIM) revisited: A data-driven approach	73
An interval valued neutrosophic decision-making structure for sustainable supplier selection	73
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting	72
Neural network modeling of consumer satisfaction in mobile commerce: An empirical analysis	72
A hybrid energy–Aware virtual machine placement algorithm for cloud environments	72
A multimodal particle swarm optimization-based approach for image segmentation	71
Integrating complex event processing and machine learning: An intelligent architecture for detecting IoT security attacks	71
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath	71
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	71
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods	71
Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM	70
Dynamic hybrid mechanism-based differential evolution algorithm and its application	70
An effective multi-start iterated greedy algorithm to minimize makespan for the distributed permutation flowshop scheduling problem with preventive maintenance	70
A knowledge-based risk management tool for construction projects using case-based reasoning	70
A framework for feature selection through boosting	70
A novel multi-objective forest optimization algorithm for wrapper feature selection	69
A review on social spam detection: Challenges, open issues, and future directions	69
Corporate default forecasting with machine learning	69
Probabilistic physics-guided machine learning for fatigue data analysis	69
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments	69
A novel tourism recommender system in the context of social commerce	69
DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization	69
Multi class SVM algorithm with active learning for network traffic classification	69
COVID-19: Automatic detection from X-ray images by utilizing deep learning methods	69
A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph	69
An efficient slime mould algorithm for solving multi-objective optimization problems	69
A novel filter feature selection method using rough set for short text data	69
A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop	69
Data augmentation for skin lesion using self-attention based progressive generative adversarial network	68
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling	68
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment	68
Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0	68
Tri-level attribute reduction in rough set theory	68
Learning path personalization and recommendation methods: A survey of the state-of-the-art	68
A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms	67
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines	67
American sign language recognition and training method with recurrent neural network	67
Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot	67
Service chatbots: A systematic review	67
Vehicle routing problem with drones considering time windows	67
Towards automatically filtering fake news in Portuguese	66
A-Stacking and A-Bagging: Adaptive versions of ensemble learning algorithms for spoof fingerprint detection	66
Alzheimer's disease and automatic speech analysis: A review	66
Deep belief network based intrusion detection techniques: A survey	66
A survey of state-of-the-art on visual SLAM	66
Feature selection using Binary Crow Search Algorithm with time varying flight length	66
A novel decision-making method using R-Norm concept and VIKOR approach under picture fuzzy environment	65
Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning	65
Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks	65
An automatic arrhythmia classification model based on improved Marine Predators Algorithm and Convolutions Neural Networks	65
Comparing pre-trained language models for Spanish hate speech detection	65
Stock market forecasting with super-high dimensional time-series data using ConvLSTM, trend sampling, and specialized data augmentation	65
A novel MADM technique based on extended power generalized Maclaurin symmetric mean operators under probabilistic dual hesitant fuzzy setting and its application to sustainable suppliers selection	65
Non-intrusive load disaggregation based on composite deep long short-term memory network	65
Zero-shot learning for compound fault diagnosis of bearings	64
Waiting strategy for the vehicle routing problem with simultaneous pickup and delivery using genetic algorithm	64
Tracing knowledge diffusion of TOPSIS: A historical perspective from citation network	64
Digraph and matrix approach for risk evaluations under Pythagorean fuzzy information	64
Sustainable supply chain network design problem: Using the integrated BWM, TOPSIS, possibilistic programming, and ε-constrained methods	64
Medical image fusion based on convolutional neural networks and non-subsampled contourlet transform	64