Expert Systems With Applications

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
Automatic text summarization: A comprehensive survey	337
Graph neural network for traffic forecasting: A 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
Remora optimization algorithm	195
Driver behavior detection and classification using deep convolutional neural networks	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
Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data	161
A bidirectional LSTM deep learning approach for intrusion detection	161
MOSOA: A new multi-objective seagull optimization algorithm	161
Stock market movement forecast: A Systematic review	159
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
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
Gold volatility prediction using a CNN-LSTM approach	129
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	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
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	123
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	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 hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	119
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	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
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	110
Linguistic feature based learning model for fake news detection and classification	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
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
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	107
An improved Jaya optimization algorithm with Lévy flight	106
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	106
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	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
A two-layer feature selection method using Genetic Algorithm and Elastic Net	102
Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies	102
Nested cross-validation when selecting classifiers is overzealous for most practical applications	101
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	101
A novel version of Cuckoo search algorithm for solving optimization problems	101
Tourism recommendation system based on semantic clustering and sentiment analysis	101
Involvement of controllable lead time and variable demand for a smart manufacturing system under a supply chain management	100
Fake news detection in multiple platforms and languages	100
An improved firefly algorithm for global continuous optimization problems	100
Enhanced deep learning algorithm development to detect pain intensity from facial expression images	100
A novel pixel-split image encryption scheme based on 2D Salomon map	99
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	99
A modified particle swarm optimization using adaptive strategy	99
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	98
Shapley-Lorenz eXplainable Artificial Intelligence	98
Ultrasonic guided wave based structural damage detection and localization using model assisted convolutional and recurrent neural networks	98
Development and application of slime mould algorithm for optimal economic emission dispatch	97
Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators	97
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	97
An aggregative learning gravitational search algorithm with self-adaptive gravitational constants	97
Trajectory planning for multi-robot systems: Methods and applications	97
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA	96
A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization	96
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis	94
A hybrid recommendation system with many-objective evolutionary algorithm	94
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization	94
Hand sign language recognition using multi-view hand skeleton	94
Research trends in text mining: Semantic network and main path analysis of selected journals	93
Pythagorean fuzzy DEMATEL method for supplier selection in sustainable supply chain management	92
Supplier selection in sustainable supply chains: Using the integrated BWM, fuzzy Shannon entropy, and fuzzy MULTIMOORA methods	92
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm	92
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	92
Hierarchical DEMATEL method for complex systems	91
Vision-based hand gesture recognition using deep learning for the interpretation of sign language	91
Evaluating the feasibility of blockchain in logistics operations: A decision framework	90
DENS-ECG: A deep learning approach for ECG signal delineation	90
Euclidean distance based feature ranking and subset selection for bearing fault diagnosis	90
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition	90
A taxonomy of blockchain consensus protocols: A survey and classification framework	90
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis	89
A hybrid method with dynamic weighted entropy for handling the problem of class imbalance with overlap in credit card fraud detection	89
An efficient deep Convolutional Neural Network based detection and classification of Acute Lymphoblastic Leukemia	89
Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine vision	89
Data-driven early fault diagnostic methodology of permanent magnet synchronous motor	89
CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection	89
An improved quantum particle swarm optimization algorithm for environmental economic dispatch	88
Real-time classification for autonomous drowsiness detection using eye aspect ratio	88
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning	88
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	88
Adversarial machine learning in Network Intrusion Detection Systems	88
Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset	88
A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop	87

Remote sensing image super-resolution and object detection: Benchmark and state of the art	87
Deep reinforcement learning based preventive maintenance policy for serial production lines	87
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms	86
Rumor detection based on propagation graph neural network with attention mechanism	85
Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems	85
A sustainable flexible manufacturing–remanufacturing model with improved service and green investment under variable demand	85
Driver stress detection via multimodal fusion using attention-based CNN-LSTM	85
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	84
Enhanced multi-verse optimizer for task scheduling in cloud computing environments	84
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic	84
Structural similarity index (SSIM) revisited: A data-driven approach	83
Reinforcement learning in urban network traffic signal control: A systematic literature review	81
An application of deep reinforcement learning to algorithmic trading	81
An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers	80
Predicting online shopping behaviour from clickstream data using deep learning	80
A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph	80
Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method	80
A survey of state-of-the-art on visual SLAM	80
Neural network modeling of consumer satisfaction in mobile commerce: An empirical analysis	80
Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach	79
Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities	79
Best-Worst method and Hamacher aggregation operations for intuitionistic 2-tuple linguistic sets	79
Dynamic hybrid mechanism-based differential evolution algorithm and its application	79
A review on social spam detection: Challenges, open issues, and future directions	79
Speech emotion recognition using recurrent neural networks with directional self-attention	79
Machine learning based methods for software fault prediction: A survey	79
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm	79
A novel approach based on Grasshopper optimization algorithm for medical image fusion	78
A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data	78
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath	78
An interval valued neutrosophic decision-making structure for sustainable supplier selection	77
A hybrid energy–Aware virtual machine placement algorithm for cloud environments	77
Multi class SVM algorithm with active learning for network traffic classification	77
Service chatbots: A systematic review	77
A framework for feature selection through boosting	77
Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM	76
Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces	76
Learning path personalization and recommendation methods: A survey of the state-of-the-art	76
Trends in vision-based machine learning techniques for plant disease identification: A systematic review	76
A knowledge-based risk management tool for construction projects using case-based reasoning	75
DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization	75
American sign language recognition and training method with recurrent neural network	75
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting	75
Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications	75
A reinforcement learning based RMOEA/D for bi-objective fuzzy flexible job shop scheduling	75
An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems	74
An effective multi-start iterated greedy algorithm to minimize makespan for the distributed permutation flowshop scheduling problem with preventive maintenance	74
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment	74
Integrating complex event processing and machine learning: An intelligent architecture for detecting IoT security attacks	74
A novel multi-objective forest optimization algorithm for wrapper feature selection	74
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods	74
Probabilistic physics-guided machine learning for fatigue data analysis	74
A novel tourism recommender system in the context of social commerce	73
A multimodal particle swarm optimization-based approach for image segmentation	73
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines	73
Zero-shot learning for compound fault diagnosis of bearings	73
An efficient slime mould algorithm for solving multi-objective optimization problems	73
Path planning techniques for mobile robots: Review and prospect	73
Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0	73
Tri-level attribute reduction in rough set theory	73
COVID-19: Automatic detection from X-ray images by utilizing deep learning methods	73
Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning	73
Vehicle routing problem with drones considering time windows	73
Data augmentation for skin lesion using self-attention based progressive generative adversarial network	73
Corporate default forecasting with machine learning	72
Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot	72
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments	72
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling	72
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals	72
Deep belief network based intrusion detection techniques: A survey	72
A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms	71
Comparing pre-trained language models for Spanish hate speech detection	71
Stock market index prediction using deep Transformer model	71
Alzheimer's disease and automatic speech analysis: A review	71
A novel filter feature selection method using rough set for short text data	70
Medical image fusion based on convolutional neural networks and non-subsampled contourlet transform	70
Gene selection and classification of microarray data method based on mutual information and moth flame algorithm.	69
Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks	69
Feature selection using Binary Crow Search Algorithm with time varying flight length	69
Stock market forecasting with super-high dimensional time-series data using ConvLSTM, trend sampling, and specialized data augmentation	69
Non-intrusive load disaggregation based on composite deep long short-term memory network	69
DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting	68
Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges	68
2D hyperchaotic system based on Schaffer function for image encryption	68
Locally robust EEG feature selection for individual-independent emotion recognition	67
Waiting strategy for the vehicle routing problem with simultaneous pickup and delivery using genetic algorithm	67
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	67
Group risk assessment in failure mode and effects analysis using a hybrid probabilistic hesitant fuzzy linguistic MCDM method	67
Tracing knowledge diffusion of TOPSIS: A historical perspective from citation network	67
Wind turbine fault diagnosis based on ReliefF-PCA and DNN	66
Intuitionistic fuzzy geometric aggregation operators in the framework of Aczel-Alsina triangular norms and their application to multiple attribute decision making	66
An extended multi-criteria group decision-making method with psychological factors and bidirectional influence relation for emergency medical supplier selection	66
An automatic arrhythmia classification model based on improved Marine Predators Algorithm and Convolutions Neural Networks	66
Digraph and matrix approach for risk evaluations under Pythagorean fuzzy information	66
Sustainable supply chain network design problem: Using the integrated BWM, TOPSIS, possibilistic programming, and ε-constrained methods	66