Expert Systems With Applications

Article	Citations
Marine Predators Algorithm: A nature-inspired metaheuristic	1328
Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer	753
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts	695
Chimp optimization algorithm	661
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method	601
An improved grey wolf optimizer for solving engineering problems	546
Self-driving cars: A survey	488
Deep learning approaches for COVID-19 detection based on chest X-ray images	488
A review of fuzzy AHP methods for decision-making with subjective judgements	437
INFO: An efficient optimization algorithm based on weighted mean of vectors	406
Automatic text summarization: A comprehensive survey	328
Machine learning and data mining in manufacturing	318
A review of deep learning methods for semantic segmentation of remote sensing imagery	316
Graph neural network for traffic forecasting: A survey	312
Golden jackal optimization: A novel nature-inspired optimizer for engineering applications	272
Applications of deep learning in stock market prediction: Recent progress	259
A survey and performance evaluation of deep learning methods for small object detection	247
Heap-based optimizer inspired by corporate rank hierarchy for global optimization	240
A survey of blockchain consensus algorithms performance evaluation criteria	240
Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities	238
Red fox optimization algorithm	234
Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems	229
A new optimization method based on COOT bird natural life model	224
A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer	222
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering	211

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review	208
Machine Learning for industrial applications: A comprehensive literature review	205
Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review	204
Coronavirus disease (COVID-19) detection in Chest X-Ray images using majority voting based classifier ensemble	203
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time	192
Remora optimization algorithm	190
Driver behavior detection and classification using deep convolutional neural networks	186
Sign Language Recognition: A Deep Survey	184
Selective Opposition based Grey Wolf Optimization	183
Effects of the entropy weight on TOPSIS	176
Applications and Research avenues for drone-based models in logistics: A classification and review	163
Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review	163
Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data	159
An efficient henry gas solubility optimization for feature selection	158
Stock price prediction using deep learning and frequency decomposition	157
MOSOA: A new multi-objective seagull optimization algorithm	157
Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: Review and development	154
Stock market movement forecast: A Systematic review	154
A bidirectional LSTM deep learning approach for intrusion detection	152
Group teaching optimization algorithm: A novel metaheuristic method for solving global optimization problems	150
Machine learning techniques and data for stock market forecasting: A literature review	149
An ensemble discrete differential evolution for the distributed blocking flowshop scheduling with minimizing makespan criterion	147
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation	145
A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction	145
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection	144
Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions	143
An efficient double adaptive random spare reinforced whale optimization algorithm	140
Wearable payment: A deep learning-based dual-stage SEM-ANN analysis	139
Monarch butterfly optimization: A comprehensive review	138
Dynamic Salp swarm algorithm for feature selection	138
Rice diseases detection and classification using attention based neural network and bayesian optimization	136
Detection of illicit accounts over the Ethereum blockchain	134
An AHP-based multi-criteria model for sustainable supply chain development in the renewable energy sector	134
An efficient Harris hawks-inspired image segmentation method	133
Intelligent personal assistants: A systematic literature review	130
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection	128
PQ-RRT*: An improved path planning algorithm for mobile robots	127
A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks	127
Gold volatility prediction using a CNN-LSTM approach	127
Feature Selection for Classification using Principal Component Analysis and Information Gain	122
Identification of rice plant diseases using lightweight attention networks	121
A feature selection algorithm of decision tree based on feature weight	120
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation	120
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	119
Search and rescue optimization algorithm: A new optimization method for solving constrained engineering optimization problems	119
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients	119
A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	118
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	118
Using VADER sentiment and SVM for predicting customer response sentiment	116
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	115

A benchmark of machine learning approaches for credit score prediction	115
An efficient convolutional neural network for coronary heart disease prediction	114
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	113
Portfolio optimization with return prediction using deep learning and machine learning	113
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	112
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	111
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	111
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	111
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	110
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	110
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	110
Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection	109
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	109
Improving classification accuracy using data augmentation on small data sets	108
Yin-Yang firefly algorithm based on dimensionally Cauchy mutation	107
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	106
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	106
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	106
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	106
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	106
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced 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
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	104
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	104
A hybrid recommender system for recommending relevant movies using an expert system	104
Linguistic feature based learning model for fake news detection and classification	103
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	102
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	101
An improved Jaya optimization algorithm with Lévy flight	101
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	101
Multiple-criteria decision-making sorting methods: A survey	101
Aspect-based sentiment analysis using adaptive aspect-based lexicons	101
A two-layer feature selection method using Genetic Algorithm and Elastic Net	101
Attention based CNN model for fire detection and localization in real-world images	100
Fake news detection in multiple platforms and languages	100
An improved firefly algorithm for global continuous optimization problems	99
Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies	99
Detection of DDoS attacks with feed forward based deep neural network model	98
Tourism recommendation system based on semantic clustering and sentiment analysis	98
A novel version of Cuckoo search algorithm for solving optimization problems	98
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	97
A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization	96
Enhanced deep learning algorithm development to detect pain intensity from facial expression images	96
Development and application of slime mould algorithm for optimal economic emission dispatch	96
Shapley-Lorenz eXplainable Artificial Intelligence	96
Nested cross-validation when selecting classifiers is overzealous for most practical applications	96
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	95
Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators	95
An aggregative learning gravitational search algorithm with self-adaptive gravitational constants	95
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA	94
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization	93
Ultrasonic guided wave based structural damage detection and localization using model assisted convolutional and recurrent neural networks	93
A modified particle swarm optimization using adaptive strategy	93
Hand sign language recognition using multi-view hand skeleton	92
Involvement of controllable lead time and variable demand for a smart manufacturing system under a supply chain management	92
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis	92
Research trends in text mining: Semantic network and main path analysis of selected journals	92
A hybrid recommendation system with many-objective evolutionary algorithm	91
Trajectory planning for multi-robot systems: Methods and applications	91
Evaluating the feasibility of blockchain in logistics operations: A decision framework	90
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm	90
Hierarchical DEMATEL method for complex systems	89
Euclidean distance based feature ranking and subset selection for bearing fault diagnosis	89
Data-driven early fault diagnostic methodology of permanent magnet synchronous motor	89
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis	89
A novel pixel-split image encryption scheme based on 2D Salomon map	89
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning	88
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	88
Supplier selection in sustainable supply chains: Using the integrated BWM, fuzzy Shannon entropy, and fuzzy MULTIMOORA methods	88
A hybrid method with dynamic weighted entropy for handling the problem of class imbalance with overlap in credit card fraud detection	88
Pythagorean fuzzy DEMATEL method for supplier selection in sustainable supply chain management	88
Vision-based hand gesture recognition using deep learning for the interpretation of sign language	87
Real-time classification for autonomous drowsiness detection using eye aspect ratio	87
DENS-ECG: A deep learning approach for ECG signal delineation	87
A taxonomy of blockchain consensus protocols: A survey and classification framework	87
An improved quantum particle swarm optimization algorithm for environmental economic dispatch	86
An efficient deep Convolutional Neural Network based detection and classification of Acute Lymphoblastic Leukemia	86
Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine vision	86
Deep reinforcement learning based preventive maintenance policy for serial production lines	86
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition	85

CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection	85
Rumor detection based on propagation graph neural network with attention mechanism	85
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	85
Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting	83
Driver stress detection via multimodal fusion using attention-based CNN-LSTM	83
Remote sensing image super-resolution and object detection: Benchmark and state of the art	83
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms	83
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic	82
Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems	82
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	82
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	82
A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop	81
Adversarial machine learning in Network Intrusion Detection Systems	81
Enhanced multi-verse optimizer for task scheduling in cloud computing environments	80
A sustainable flexible manufacturing–remanufacturing model with improved service and green investment under variable demand	80
Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset	80
Development of an integrated decision making model for location selection of logistics centers in the Spanish autonomous communities	80
Predicting online shopping behaviour from clickstream data using deep learning	79
Neural network modeling of consumer satisfaction in mobile commerce: An empirical analysis	79
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm	79
Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method	79
Best-Worst method and Hamacher aggregation operations for intuitionistic 2-tuple linguistic sets	79
Machine learning based methods for software fault prediction: A survey	78
Structural similarity index (SSIM) revisited: A data-driven approach	78
An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers	77
Dynamic hybrid mechanism-based differential evolution algorithm and its application	77
An application of deep reinforcement learning to algorithmic trading	77
Speech emotion recognition using recurrent neural networks with directional self-attention	77
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath	76
A novel approach based on Grasshopper optimization algorithm for medical image fusion	76
A hybrid energy–Aware virtual machine placement algorithm for cloud environments	75
A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data	75
Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces	75
Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications	75
An interval valued neutrosophic decision-making structure for sustainable supplier selection	75
A framework for feature selection through boosting	75
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting	75
New Chebyshev distance measures for Pythagorean fuzzy sets with applications to multiple criteria decision analysis using an extended ELECTRE approach	75
A review on social spam detection: Challenges, open issues, and future directions	74
A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph	74
Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach	74
A knowledge-based risk management tool for construction projects using case-based reasoning	74
DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization	74
Multi class SVM algorithm with active learning for network traffic classification	73
COVID-19: Automatic detection from X-ray images by utilizing deep learning methods	73
Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities	73
Learning path personalization and recommendation methods: A survey of the state-of-the-art	73
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods	73
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment	73
American sign language recognition and training method with recurrent neural network	72
An effective multi-start iterated greedy algorithm to minimize makespan for the distributed permutation flowshop scheduling problem with preventive maintenance	72
A novel multi-objective forest optimization algorithm for wrapper feature selection	72
Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM	72
A reinforcement learning based RMOEA/D for bi-objective fuzzy flexible job shop scheduling	72
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments	72
Integrating complex event processing and machine learning: An intelligent architecture for detecting IoT security attacks	72
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling	72
Corporate default forecasting with machine learning	71
Probabilistic physics-guided machine learning for fatigue data analysis	71
An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems	71
Service chatbots: A systematic review	71
A multimodal particle swarm optimization-based approach for image segmentation	71
A novel filter feature selection method using rough set for short text data	70
Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0	70
Data augmentation for skin lesion using self-attention based progressive generative adversarial network	70
Comparing pre-trained language models for Spanish hate speech detection	70
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines	70
An efficient slime mould algorithm for solving multi-objective optimization problems	70
Vehicle routing problem with drones considering time windows	70
A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms	69
Non-intrusive load disaggregation based on composite deep long short-term memory network	69
Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot	69
Tri-level attribute reduction in rough set theory	69
Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning	69
Trends in vision-based machine learning techniques for plant disease identification: A systematic review	69
A novel tourism recommender system in the context of social commerce	69
A survey of state-of-the-art on visual SLAM	69
Deep belief network based intrusion detection techniques: A survey	69
Zero-shot learning for compound fault diagnosis of bearings	68
Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks	68
Reinforcement learning in urban network traffic signal control: A systematic literature review	67
Feature selection using Binary Crow Search Algorithm with time varying flight length	67
DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting	67
Alzheimer's disease and automatic speech analysis: A review	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	66
Stock market index prediction using deep Transformer model	66
Stock market forecasting with super-high dimensional time-series data using ConvLSTM, trend sampling, and specialized data augmentation	66
Path planning techniques for mobile robots: Review and prospect	66
Digraph and matrix approach for risk evaluations under Pythagorean fuzzy information	66
A novel decision-making method using R-Norm concept and VIKOR approach under picture fuzzy environment	66
Medical image fusion based on convolutional neural networks and non-subsampled contourlet transform	66
Waiting strategy for the vehicle routing problem with simultaneous pickup and delivery using genetic algorithm	66
An extended multi-criteria group decision-making method with psychological factors and bidirectional influence relation for emergency medical supplier selection	65
Tracing knowledge diffusion of TOPSIS: A historical perspective from citation network	65
Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges	65