Expert Systems With Applications

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

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

A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults	110
Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process	110
A feature selection algorithm of decision tree based on feature weight	109
An efficient convolutional neural network for coronary heart disease prediction	109
Using VADER sentiment and SVM for predicting customer response sentiment	107
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application	107
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization	106
Explaining anomalies detected by autoencoders using Shapley Additive Explanations	106
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems	106
Improving classification accuracy using data augmentation on small data sets	105
A benchmark of machine learning approaches for credit score prediction	105
Identification of rice plant diseases using lightweight attention networks	104
Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection	104
Yin-Yang firefly algorithm based on dimensionally Cauchy mutation	104
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	104
A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM	104
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting	103
An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell	103
Portfolio optimization with return prediction using deep learning and machine learning	102
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm	102
Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information	102
Motor imagery EEG recognition based on conditional optimization empirical mode decomposition and multi-scale convolutional neural network	102
A hybrid recommender system for recommending relevant movies using an expert system	101
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach	100
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning	99
Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection	99
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	99
A two-layer feature selection method using Genetic Algorithm and Elastic Net	98
A whale optimization algorithm with chaos mechanism based on quasi-opposition for global optimization problems	97
Third-party reverse logistics provider selection: A computational semantic analysis-based multi-perspective multi-attribute decision-making approach	96
A novel version of Cuckoo search algorithm for solving optimization problems	96
Portfolio formation with preselection using deep learning from long-term financial data	96
A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals	95
An improved firefly algorithm for global continuous optimization problems	95
Multiple-criteria decision-making sorting methods: A survey	95
A comprehensive survey on deep neural networks for stock market: The need, challenges, and future directions	95
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images	95
Aspect-based sentiment analysis using adaptive aspect-based lexicons	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
Linguistic feature based learning model for fake news detection and classification	94
An improved Jaya optimization algorithm with Lévy flight	93
Fake news detection in multiple platforms and languages	92
Detection of DDoS attacks with feed forward based deep neural network model	92
Attention based CNN model for fire detection and localization in real-world images	91
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems	90
Shapley-Lorenz eXplainable Artificial Intelligence	90
Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators	90
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management	90
Evaluating the feasibility of blockchain in logistics operations: A decision framework	89
Eye tracking algorithms, techniques, tools, and applications with an emphasis on machine learning and Internet of Things technologies	88
An explainable AI decision-support-system to automate loan underwriting	88
Advanced orthogonal learning-driven multi-swarm sine cosine optimization: Framework and case studies	87
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis	87
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization	87
Ultrasonic guided wave based structural damage detection and localization using model assisted convolutional and recurrent neural networks	87
Involvement of controllable lead time and variable demand for a smart manufacturing system under a supply chain management	87
An aggregative learning gravitational search algorithm with self-adaptive gravitational constants	87
A modified particle swarm optimization using adaptive strategy	87
Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives	87
Hand sign language recognition using multi-view hand skeleton	86
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning	85
Enhanced deep learning algorithm development to detect pain intensity from facial expression images	85
Tourism recommendation system based on semantic clustering and sentiment analysis	85
A hybrid recommendation system with many-objective evolutionary algorithm	85
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis	85
Nested cross-validation when selecting classifiers is overzealous for most practical applications	85
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA	85
A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification	84
Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances	84
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm	84
Data-driven early fault diagnostic methodology of permanent magnet synchronous motor	84
Research trends in text mining: Semantic network and main path analysis of selected journals	84
Supplier selection in sustainable supply chains: Using the integrated BWM, fuzzy Shannon entropy, and fuzzy MULTIMOORA methods	84
Rumor detection based on propagation graph neural network with attention mechanism	84
Trajectory planning for multi-robot systems: Methods and applications	83
DENS-ECG: A deep learning approach for ECG signal delineation	83
Euclidean distance based feature ranking and subset selection for bearing fault diagnosis	83
Deep reinforcement learning based preventive maintenance policy for serial production lines	82
Pythagorean fuzzy DEMATEL method for supplier selection in sustainable supply chain management	82

Developing a deep learning framework with two-stage feature selection for multivariate financial time series forecasting	82
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition	82
An improved quantum particle swarm optimization algorithm for environmental economic dispatch	81
Fake news detection using an ensemble learning model based on Self-Adaptive Harmony Search algorithms	81
A taxonomy of blockchain consensus protocols: A survey and classification framework	81
Cov-Net: A computer-aided diagnosis method for recognizing COVID-19 from chest X-ray images via machine vision	80
CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection	80
Real-time classification for autonomous drowsiness detection using eye aspect ratio	80
An efficient deep Convolutional Neural Network based detection and classification of Acute Lymphoblastic Leukemia	79
Hierarchical DEMATEL method for complex systems	79
Best-Worst method and Hamacher aggregation operations for intuitionistic 2-tuple linguistic sets	78
Vision-based hand gesture recognition using deep learning for the interpretation of sign language	78
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification	77
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	77
Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method	77
BPDET: An effective software bug prediction model using deep representation and ensemble learning techniques	76
Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations	75
Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic	75
Driver stress detection via multimodal fusion using attention-based CNN-LSTM	75
Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications	75
Predicting online shopping behaviour from clickstream data using deep learning	75
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning	74
Enhanced multi-verse optimizer for task scheduling in cloud computing environments	74
Development of an integrated decision making model for location selection of logistics centers in the Spanish autonomous communities	74
Machine learning based methods for software fault prediction: A survey	74
A sustainable flexible manufacturing–remanufacturing model with improved service and green investment under variable demand	74
A hybrid method with dynamic weighted entropy for handling the problem of class imbalance with overlap in credit card fraud detection	73
Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces	73
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm	73
Speech emotion recognition using recurrent neural networks with directional self-attention	73
An application of deep reinforcement learning to algorithmic trading	73
Structural similarity index (SSIM) revisited: A data-driven approach	72
An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers	72
Hybrid enhanced discrete fruit fly optimization algorithm for scheduling blocking flow-shop in distributed environment	72
New Chebyshev distance measures for Pythagorean fuzzy sets with applications to multiple criteria decision analysis using an extended ELECTRE approach	72
Adversarial machine learning in Network Intrusion Detection Systems	72
Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach	71
Integrating complex event processing and machine learning: An intelligent architecture for detecting IoT security attacks	71
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting	71
A novel approach based on Grasshopper optimization algorithm for medical image fusion	71
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods	71
An interval valued neutrosophic decision-making structure for sustainable supplier selection	71
Remote sensing image super-resolution and object detection: Benchmark and state of the art	70
Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems	70
A multimodal particle swarm optimization-based approach for image segmentation	70
Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset	69
A novel filter feature selection method using rough set for short text data	69
A hybrid energy–Aware virtual machine placement algorithm for cloud environments	69
A novel pixel-split image encryption scheme based on 2D Salomon map	69
Learning path personalization and recommendation methods: A survey of the state-of-the-art	68
An effective multi-start iterated greedy algorithm to minimize makespan for the distributed permutation flowshop scheduling problem with preventive maintenance	68
A framework for feature selection through boosting	68
Text document summarization using word embedding	68
Neural network modeling of consumer satisfaction in mobile commerce: An empirical analysis	68
A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data	68
Probabilistic physics-guided machine learning for fatigue data analysis	68
COVID-19: Automatic detection from X-ray images by utilizing deep learning methods	67
Corporate default forecasting with machine learning	67
A novel tourism recommender system in the context of social commerce	67
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks	67
Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM	67
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath	67
A survey of research hotspots and frontier trends of recommendation systems from the perspective of knowledge graph	66
A novel multi-objective forest optimization algorithm for wrapper feature selection	66
American sign language recognition and training method with recurrent neural network	66
A-Stacking and A-Bagging: Adaptive versions of ensemble learning algorithms for spoof fingerprint detection	66
Dynamic hybrid mechanism-based differential evolution algorithm and its application	66
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments	66
DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization	66
Multi class SVM algorithm with active learning for network traffic classification	66
Tri-level attribute reduction in rough set theory	66
An efficient slime mould algorithm for solving multi-objective optimization problems	66
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment	66
Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0	66
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
Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for robot path planning	65
Data augmentation for skin lesion using self-attention based progressive generative adversarial network	65
A review on social spam detection: Challenges, open issues, and future directions	65
Feature selection using Binary Crow Search Algorithm with time varying flight length	65
A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms	65
Towards automatically filtering fake news in Portuguese	65
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines	65
A novel decision-making method using R-Norm concept and VIKOR approach under picture fuzzy environment	65
Sustainable supply chain network design problem: Using the integrated BWM, TOPSIS, possibilistic programming, and ε-constrained methods	64
Vehicle routing problem with drones considering time windows	64
Service chatbots: A systematic review	64
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling	64
A knowledge-based risk management tool for construction projects using case-based reasoning	64
Comparing pre-trained language models for Spanish hate speech detection	63
Waiting strategy for the vehicle routing problem with simultaneous pickup and delivery using genetic algorithm	63
Non-intrusive load disaggregation based on composite deep long short-term memory network	63
Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks	63
DNNRec: A novel deep learning based hybrid recommender system	63
Deep belief network based intrusion detection techniques: A survey	63
Electric vehicle routing problem with non-linear charging and load-dependent discharging	62