Expert Systems With Applications

Article	Citations
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	835
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	753
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	657
An improved grey wolf optimizer for solving engineering problems	588
Self-driving cars: A survey	532
Deep learning approaches for COVID-19 detection based on chest X-ray images	512
A review of fuzzy AHP methods for decision-making with subjective judgements	488
INFO: An efficient optimization algorithm based on weighted mean of vectors	460
Graph neural network for traffic forecasting: A survey	395
A review of deep learning methods for semantic segmentation of remote sensing imagery	365
Automatic text summarization: A comprehensive survey	360
Machine learning and data mining in manufacturing	356
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	341
Applications of deep learning in stock market prediction: Recent progress	290
A survey and performance evaluation of deep learning methods for small object detection	279
Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities	269
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	259
A survey of blockchain consensus algorithms performance evaluation criteria	259
Red fox optimization algorithm	257
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	256
A new optimization method based on COOT bird natural life model	249
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	241
Machine Learning for industrial applications: A comprehensive literature review	237
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	227
Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	223

Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	215
Sign Language Recognition: A Deep Survey	212
Remora optimization algorithm	210
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	206
Effects of the entropy weight on TOPSIS	203
A bidirectional LSTM deep learning approach for intrusion detection	184
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	181
Stock price prediction using deep learning and frequency decomposition	177
Machine learning techniques and data for stock market forecasting: A literature review	175
Applications and Research avenues for drone-based models in logistics: A classification and review	175
Stock market movement forecast: A Systematic review	174
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	170
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	169
MOSOA: A new multi-objective seagull optimization algorithm	168
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	164
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	157
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	156
Rice diseases detection and classification using attention based neural network and bayesian optimization	156
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	150
An efficient double adaptive random spare reinforced whale optimization algorithm	150
Dynamic Salp swarm algorithm for feature selection	149
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	149
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	144
Gold volatility prediction using a CNN-LSTM approach	144
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	141
Monarch butterfly optimization: A comprehensive review	141
An efficient Harris hawks-inspired image segmentation method	139
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	137
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	136
Feature Selection for Classification using Principal Component Analysis and Information Gain	135
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	135
Portfolio optimization with return prediction using deep learning and machine learning	135
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	133
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	133
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	132
A feature selection algorithm of decision tree based on feature weight	131
Using VADER sentiment and SVM for predicting customer response sentiment	131
Identification of rice plant diseases using lightweight attention networks	131
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	128
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	128
An efficient convolutional neural network for coronary heart disease prediction	128
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	126
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	124
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	124
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	123
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	123
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	123
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	122
A benchmark of machine learning approaches for credit score prediction	122
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	121

Multiple-criteria decision-making sorting methods: A survey	121
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	120
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	119
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	119
Improving classification accuracy using data augmentation on small data sets	118
Detection of DDoS attacks with feed forward based deep neural network model	118
Attention based CNN model for fire detection and localization in real-world images	117
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	117
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	116
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	115
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	114
Nested cross-validation when selecting classifiers is overzealous for most practical applications	113
Linguistic feature based learning model for fake news detection and classification	113
Tourism recommendation system based on semantic clustering and sentiment analysis	111
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	111
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	110
Trajectory planning for multi-robot systems: Methods and applications	110
Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities	110
A hybrid recommender system for recommending relevant movies using an expert system	110
A novel pixel-split image encryption scheme based on 2D Salomon map	110
An improved Jaya optimization algorithm with Lévy flight	109
Fake news detection in multiple platforms and languages	109
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	107
A two-layer feature selection method using Genetic Algorithm and Elastic Net	107
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	106
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	106
Shapley-Lorenz eXplainable Artificial Intelligence	105
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	105
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA	104
A novel version of Cuckoo search algorithm for solving optimization problems	104
Involvement of controllable lead time and variable demand for a smart manufacturing system under a supply chain management	103
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	103
Development and application of slime mould algorithm for optimal economic emission dispatch	102
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	102
Ultrasonic guided wave based structural damage detection and localization using model assisted convolutional and recurrent neural networks	102
Hierarchical DEMATEL method for complex systems	101
Structural similarity index (SSIM) revisited: A data-driven approach	101
Supplier selection in sustainable supply chains: Using the integrated BWM, fuzzy Shannon entropy, and fuzzy MULTIMOORA methods	101
Remote sensing image super-resolution and object detection: Benchmark and state of the art	101
Adversarial machine learning in Network Intrusion Detection Systems	100
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm	100
A hybrid recommendation system with many-objective evolutionary algorithm	99
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization	98
A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization	98
DENS-ECG: A deep learning approach for ECG signal delineation	98
Vision-based hand gesture recognition using deep learning for the interpretation of sign language	97
Real-time classification for autonomous drowsiness detection using eye aspect ratio	97
A hybrid method with dynamic weighted entropy for handling the problem of class imbalance with overlap in credit card fraud detection	97
Pythagorean fuzzy DEMATEL method for supplier selection in sustainable supply chain management	97
Research trends in text mining: Semantic network and main path analysis of selected journals	97
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms	96
Evaluating the feasibility of blockchain in logistics operations: A decision framework	96
A taxonomy of blockchain consensus protocols: A survey and classification framework	96
CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection	96
An application of deep reinforcement learning to algorithmic trading	95
An efficient deep Convolutional Neural Network based detection and classification of Acute Lymphoblastic Leukemia	95
A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop	95
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition	94
Euclidean distance based feature ranking and subset selection for bearing fault diagnosis	94
A survey of state-of-the-art on visual SLAM	94
Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset	94
Enhanced multi-verse optimizer for task scheduling in cloud computing environments	93
Path planning techniques for mobile robots: Review and prospect	93
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning	93
Reinforcement learning in urban network traffic signal control: A systematic literature review	91
Deep reinforcement learning based preventive maintenance policy for serial production lines	90
Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine vision	90
Driver stress detection via multimodal fusion using attention-based CNN-LSTM	90
Data-driven early fault diagnostic methodology of permanent magnet synchronous motor	90
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis	89
Rumor detection based on propagation graph neural network with attention mechanism	89
Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems	89
A sustainable flexible manufacturing–remanufacturing model with improved service and green investment under variable demand	89
A review on social spam detection: Challenges, open issues, and future directions	88
An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers	88
Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach	87
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic	87
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	87
Service chatbots: A systematic review	86

Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM	86
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm	86
Dynamic hybrid mechanism-based differential evolution algorithm and its application	85
Probabilistic physics-guided machine learning for fatigue data analysis	85
Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot	85
Machine learning based methods for software fault prediction: A survey	84
An interval valued neutrosophic decision-making structure for sustainable supplier selection	84
Multi class SVM algorithm with active learning for network traffic classification	84
Tri-level attribute reduction in rough set theory	83
Learning path personalization and recommendation methods: A survey of the state-of-the-art	83
A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph	83
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath	83
A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data	83
A reinforcement learning based RMOEA/D for bi-objective fuzzy flexible job shop scheduling	83
Speech emotion recognition using recurrent neural networks with directional self-attention	82
Stock market index prediction using deep Transformer model	82
A knowledge-based risk management tool for construction projects using case-based reasoning	82
Best-Worst method and Hamacher aggregation operations for intuitionistic 2-tuple linguistic sets	82
Neural network modeling of consumer satisfaction in mobile commerce: An empirical analysis	82
An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems	81
A hybrid algorithm based on grey wolf optimizer and differential evolution for UAV path planning	81
Snow ablation optimizer: A novel metaheuristic technique for numerical optimization and engineering design	81
American sign language recognition and training method with recurrent neural network	81
Trends in vision-based machine learning techniques for plant disease identification: A systematic review	81
A novel approach based on Grasshopper optimization algorithm for medical image fusion	80
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals	80
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting	80
A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms	79
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling	79
Deep belief network based intrusion detection techniques: A survey	79
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments	79
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment	79
Vehicle routing problem with drones considering time windows	79
Zero-shot learning for compound fault diagnosis of bearings	79
DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization	79
A framework for feature selection through boosting	79
2D hyperchaotic system based on Schaffer function for image encryption	79
Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces	78
A novel multi-objective forest optimization algorithm for wrapper feature selection	78
Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0	78
Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications	78
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines	77
Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning	77
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods	77
Corporate default forecasting with machine learning	76
Learning style detection in E-learning systems using machine learning techniques	76
Data augmentation for skin lesion using self-attention based progressive generative adversarial network	76
Comparing pre-trained language models for Spanish hate speech detection	76
Forecasting daily stock trend using multi-filter feature selection and deep learning	76
Medical image fusion based on convolutional neural networks and non-subsampled contourlet transform	76
COVID-19: Automatic detection from X-ray images by utilizing deep learning methods	75
A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem	75
Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges	75
Intuitionistic fuzzy geometric aggregation operators in the framework of Aczel-Alsina triangular norms and their application to multiple attribute decision making	75
DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting	75
An efficient slime mould algorithm for solving multi-objective optimization problems	75
An effective multi-start iterated greedy algorithm to minimize makespan for the distributed permutation flowshop scheduling problem with preventive maintenance	75
Locally robust EEG feature selection for individual-independent emotion recognition	74
A hybrid approach of adaptive wavelet transform, long short-term memory and ARIMA-GARCH family models for the stock index prediction	74
Dual-IDS: A bagging-based gradient boosting decision tree model for network anomaly intrusion detection system	74
Non-intrusive load disaggregation based on composite deep long short-term memory network	73
DeepThin: A novel lightweight CNN architecture for traffic sign recognition without GPU requirements	73
Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks	73
Wind turbine fault diagnosis based on ReliefF-PCA and DNN	73
Electric vehicle routing problem with non-linear charging and load-dependent discharging	73
Efficient multi-objective meta-heuristic algorithms for energy-aware non-permutation flow-shop scheduling problem	72
A novel filter feature selection method using rough set for short text data	72
Picture fuzzy extension of the CODAS method for multi-criteria vehicle shredding facility location	72
Condition Monitoring using Machine Learning: A Review of Theory, Applications, and Recent Advances	72
Gene selection and classification of microarray data method based on mutual information and moth flame algorithm.	72
An effective discrete artificial bee colony algorithm for multi-AGVs dispatching problem in a matrix manufacturing workshop	71
SAITS: Self-attention-based imputation for time series	71
Stock market forecasting with super-high dimensional time-series data using ConvLSTM, trend sampling, and specialized data augmentation	70
Feature selection using Binary Crow Search Algorithm with time varying flight length	70
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	70
Identifying vital nodes from local and global perspectives in complex networks	70
Search and rescue operation using UAVs: A case study	70
An extended multi-criteria group decision-making method with psychological factors and bidirectional influence relation for emergency medical supplier selection	69
Interval-valued Fermatean fuzzy Dombi aggregation operators and SWARA based PROMETHEE II method to bio-medical waste management	69
Hybrid filter-wrapper feature selection using whale optimization algorithm: A multi-objective approach	69
Group risk assessment in failure mode and effects analysis using a hybrid probabilistic hesitant fuzzy linguistic MCDM method	69
A Gaussian process regression approach to predict the k-barrier coverage probability for intrusion detection in wireless sensor networks	68
Digraph and matrix approach for risk evaluations under Pythagorean fuzzy information	68
Construction of health indicators for condition monitoring of rotating machinery: A review of the research	68
Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision	68
Waiting strategy for the vehicle routing problem with simultaneous pickup and delivery using genetic algorithm	68
Enhancing credit scoring with alternative data	68
Tracing knowledge diffusion of TOPSIS: A historical perspective from citation network	68
An automatic arrhythmia classification model based on improved Marine Predators Algorithm and Convolutions Neural Networks	67
Stacked auto-encoder based tagging with deep features for content-based medical image retrieval	67
M-AdaBoost-A based ensemble system for network intrusion detection	67
Sustainable supply chain network design problem: Using the integrated BWM, TOPSIS, possibilistic programming, and ε-constrained methods	67
Auto loan fraud detection using dominance-based rough set approach versus machine learning methods	67
Advancement of the search process of salp swarm algorithm for global optimization problems	67
Augmented Reality and Artificial Intelligence in industry: Trends, tools, and future challenges	67