Expert Systems With Applications

Article	Citations
DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings	899
Deepluenza: Deep learning for influenza detection from Twitter	792
Prioritizing vulnerability patches in large networks	713
Stratified opposition-based initialization for variable-length chromosome shortest path problem evolutionary algorithms	651
Enhancing fraud detection efficiency in mobile transactions through the integration of bidirectional 3d Quasi-Recurrent Neural network and blockchain technologies	586
Intra-hour photovoltaic power point-interval prediction using a dual-view deep neural network	534
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	504
Leukocyte classification using relative-relationship-guided contrastive learning	497
Seeking multi-view commonality and peculiarity: A novel decoupling method for lung cancer subtype classification	408
Risk evaluation of livestream e-commerce platforms based on expert trust networks and CODAS	407
Global optimal Ramanujan spectrum: A feature extraction method without pseudo-monotonicity	393
Intelligent fault diagnosis of rotating machine via Expansive dual-attention fusion Transformer enhanced by semi-supervised learning	388
TKSTAGNet: A Top-K Spatio-Temporal Attention Gating Network for air pollution prediction	326
LARGE: A leadership perception framework for group recommendation	315
Fusion-driven fault diagnosis based on adaptive tuning feature mode decomposition and synergy graph enhanced transformer for bearings under noisy conditions	281
G20 systemic risk: Are structural oil price shocks driving factors?	277
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features	267
Combinatorial test case prioritization using hybrid energy Valley Dwarf mongoose optimization approach	264
Joint vehicle and courier routing problem in last mile delivery with parcel lockers	250
Predicting employee attrition and explaining its determinants	243
A CBR for integrating sentiment and stress analysis for guiding users on social network sites	238
A bagging-based selective ensemble model for churn prediction on imbalanced data	237
Identification of malware families using stacking of textural features and machine learning	231
An efficient automatic accident detection system using inertial measurement through machine learning techniques for powered two wheelers	229
Trust modeling based on probabilistic linguistic term sets and the MULTIMOORA method	220

A proposed customer relationship framework based on information retrieval for effective Firms’ competitiveness	218
A survey on recent advances in Sign Language Production	214
Assesing the influence of environmental variables on the performance of water companies: An efficiency analysis tree approach	211
Fast & Furious: On the modelling of malware detection as an evolving data stream	202
RAGE: A novel strategy for solving non-polynomial problems through the random generation of solutions and incremental reduction of the number of candidates: A case study applied to the design of the n	193
Optimizing service design for the intercity demand responsive transit system: Model, algorithm, and comparative analysis	189
KGroot: A knowledge graph-enhanced method for root cause analysis	181
Tensor-based global block-diagonal structure radiation for incomplete multiview clustering	178
Optimal cost-sensitive credit scoring using a new hybrid performance metric	178
Survey on Explainable AI: Techniques, challenges and open issues	170
Oscar: Omni-scale robust contrastive learning for Text-VQA	168
New activation functions for single layer feedforward neural network	168
Multi-core sine cosine optimization: Methods and inclusive analysis	157
ML models for severity classification and length-of-stay forecasting in emergency units	156
A novel deep clustering network using multi-representation autoencoder and adversarial learning for large cross-domain fault diagnosis of rolling bearings	156
Informed anytime Bi-directional Fast Marching Tree for optimal motion planning in complex cluttered environments	152
A novel multi-attribute decision-making for ranking mobile payment services using online consumer reviews	151
Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows	150
Series decomposition Transformer with period-correlation for stock market index prediction	149
Digital twin-supported smart city: Status, challenges and future research directions	148
An ensemble credit scoring model based on logistic regression with heterogeneous balancing and weighting effects	147
Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects	147
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines	147
Selection bias mitigation in recommender system using uninteresting items based on temporal visibility	145
Inventory management of new products in retailers using model-based deep reinforcement learning	144
A Minutiae Selection Algorithm (MSA) for efficient palmprint matching using Histograms of Differences (HoDs)	142
Combined Text-Mining/DEA method for measuring level of customer satisfaction from online reviews	139
Agricultural UAV trajectory planning by incorporating multi-mechanism improved grey wolf optimization algorithm	138
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages	137
A deep-learning wind speed interval forecasting architecture based on modified scaling approach with feature ranking and two-output gated recurrent unit	137
ViXNet: Vision Transformer with Xception Network for deepfakes based video and image forgery detection	137
Evaluation of the impact of blockchain technology on supply chain using cognitive maps	136
Transformer-based attention network for stock movement prediction	135
Efficient machine learning approach for volunteer eye-blink detection in real-time using webcam	133
An overlapping clustering approach for precision, diversity and novelty-aware recommendations	133
A new representation of scene layout improves saliency detection in traffic scenes	132
An efficient method to determine sample size in oversampling based on classification complexity for imbalanced data	131
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network	129
Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction	127
Machine learning model for diagnostic method prediction in parasitic disease using clinical information	125
A machine learning-based approach for flames classification in industrial Heavy Oil-Fire Boilers	124
On developing a green and intelligent manufacturing system	124
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review	124
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint	122
Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A comparative study	122
HiDiffSeg: A hierarchical diffusion model for blood vessel segmentation in retinal fundus images	122
The automation of the development of classification models and improvement of model quality using feature engineering techniques	121
Forecasting financial signal for automated trading: An interpretable approach	121
Dialogue act-based partner persona extraction for consistent personalized response generation	121
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm	119

TDS-Net: Transformer enhanced dual-stream network for video Anomaly Detection	119
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data	119
An improved grey multivariable time-delay prediction model with application to the value of high-tech industry	116
Eye detection and coarse localization of pupil for video-based eye tracking systems	116
Why pay more? A simple and efficient named entity recognition system for tweets	116
OR2Net: Onlin	116
Multi-objective evolutionary algorithms with heuristic decoding for hybrid flow shop scheduling problem with worker constraint	115
Medium-term water consumption forecasting based on deep neural networks	113
Effective metaheuristic and rescheduling strategies for the multi-AGV scheduling problem with sudden failure	113
Financial supply chain analysis with borrower identification in smart lending platform	113
DoBMark: A double-branch network for screen-shooting resilient image watermarking	112
Image encryption algorithm based on DNA encoding and CNN	112
Applications of new hybrid algorithm based on advanced cuckoo search and adaptive Gaussian quantum behaved particle swarm optimization in solving ordinary differential equations	112
Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets	111
Data-driven robust optimization for a multi-trip truck-drone routing problem	111
Exploiting causality signals in medical images: A pilot study with empirical results	110
Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset	108
Group risk assessment in failure mode and effects analysis using a hybrid probabilistic hesitant fuzzy linguistic MCDM method	107
A hybrid machine learning model based on ensemble methods for devices fault prediction in the wood industry	107
Bank strategic asset allocation under a unified risk measure	106
Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen–Shannon divergence	106
Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions	106
Data Science, Machine learning and big data in Digital Journalism: A survey of state-of-the-art, challenges and opportunities	106
Sine–Cosine-Barnacles Algorithm Optimizer with disruption operator for global optimization and automatic data clustering	106
A new scheme of polar Fast Fourier Transform Code for iris recognition through symbolic modelling approach	106
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	106
Canonical triangular interval type-2 fuzzy set linguistic distribution assessment TODIM approach: A case study of FMEA for electric vehicles DC charging piles	106
A novel approach for wafer defect pattern classification based on topological data analysis	105
On oversampling imbalanced data with deep conditional generative models	105
An objective evaluation method for automated vehicle virtual test	105
Modeling and solution for hybrid flow-shop scheduling problem by two-stage stochastic programming	104
Rethinking gradient operator for exposing AI-enabled face forgeries	103
Few-shot satellite image classification for bringing deep learning on board OPS-SAT	102
A high-capacity QRD-based blind color image watermarking algorithm incorporated with AI technologies	102
Soft hypergraph for modeling global interactions via social media networks	101
Deep-learning-based solution for data deficient satellite image segmentation	101
A comparative analysis of government intervention under the EPR system: Eco-design and authorized remanufacturing	100
EML-PSP: A novel ensemble machine learning-based physical security paradigm using cross-domain ultra-fused feature extraction with hybrid data augmentation scheme	100
A novel breast cancer detection system using SDM-WHO-RNN classifier with LS-CED segmentation	100
CHEIC: Chemical Image Classificator. An intelligent system for identification of volatiles compounds with potential for respiratory diseases using Deep Learning	99
HetTreeSum: A Heterogeneous Tree Structure-based Extractive Summarization Model for Scientific Papers	99
Comments on “Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection”	99
Novel automatic group identification approaches for group recommendation	99
Class imbalance mitigation: A select-then-extract learning framework for emotion-cause pair extraction	97
Cε-LDE: A lightweight variant of differential evolution algorithm with combined ε constrained method and Lévy flight for constrained optimization problems	97
An embedding and interactions learning approach for ID feature in deep recommender system	97
Determination and classification of fetal sex on ultrasound images with deep learning	97
Dynamic network embedding via structural attention	97
Attribute mining multi-view contrastive learning network for recommendation	96
Calibrated explanations: With uncertainty information and counterfactuals	96
Multi-source data based anomaly detection through temporal and spatial characteristics	96
Uncertainty, volatility and the persistence norms of financial time series	95
The student scheduling problem at Université de Technologie de Compiègne	94
Learning deep relevance couplings for ad-hoc document retrieval	94
An effective neighbor information mining and fusion method for recommender systems based on generative adversarial network	94
Classification of Individual’s discrete emotions reflected in facial microexpressions using electroencephalogram and facial electromyogram	93
A new item similarity based on α-divergence for collaborative filtering in	93
Continental generalization of a human-in-the-loop AI system for clinical seizure recognition	93
Printed label defect detection using twice gradient matching based on improved cosine similarity measure	91
Hybrid whale optimization algorithm with gathering strategies for high-dimensional problems	90
AdaGC: A Novel Adaptive Optimization Algorithm with Gradient Bias Correction	89
Assessment of a failure prediction model in the European energy sector: A multicriteria discrimination approach with a PROMETHEE based classification	89
The theater of fake news spreading, who plays which role? A study on real graphs of spreading on Twitter	89
Comparing aggregation methods in large-scale group AHP: Time for the shift to distance-based aggregation	89
Exploring the efficacy of neurofeedback training in modulating alpha-frequency band and its effects on functional connectivity and band power	88
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection	88
Systematic review and network meta-analysis of machine learning algorithms in sepsis prediction	88
Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning	88
Application of convolutional neural network to traditional data	87
Semantic segmentation of remote sensing images based on multiscale features and global information modeling	87
Improved camouflaged detection in the large-scale images and videos with minimum boundary contrast in detection technique	87
Research on multi-granularity imbalanced knowledge condition monitoring for mechanical equipment based on hierarchical ELM in multi-entropy space	87
Online spatiotemporal modeling for high spatial-dimensional DPSs under nonstationary sensor layout	87
Aerial drone fleet deployment optimization with endogenous battery replacements for direct delivery of time-sensitive products	86
MSCLK: Multi-scale fully separable convolution neural network with large kernels for early diagnosis of Alzheimer’s disease	86
Neutrosophic multi-period two stage four-dimensional transportation problem for breakable items	85
Online updating extended belief rule-based system for sensor-based activity recognition	85
River ecosystem health assessment in the Qinghai-Tibet Plateau: A novel hybrid method based on artificial intelligence and multi-source data fusion	85
An overview and a benchmark of active learning for outlier detection with one-class classifiers	85
Generative models for color normalization in digital pathology and dermatology: Advancing the learning paradigm	84

Multi-strategy-based adaptive sine cosine algorithm for engineering optimization problems	84
Optimization of selective withdrawal systems in hydropower reservoir considering water quality and quantity aspects	84
Eye gaze estimation: A survey on deep learning-based approaches	84
Machine learning models for forecasting power electricity consumption using a high dimensional dataset	83
Iterated hyperplane search for the budgeted maximum coverage problem	83
Hybrid structural graph attention network for POI recommendation	83
Indices of textual cohesion by lexical repetition based on semantic networks of cliques	83
Strategic servitization design method for Industry 4.0-based smart intralogistics and production	83
A possibilistic fuzzy Gath-Geva clustering algorithm using the exponential distance	83
Improving the efficiency of last-mile delivery with the flexible drones traveling salesman problem	83
A reinforcement learning and deep learning based intelligent system for the support of impaired patients in home treatment	82
An AIC-based approach to identify the most influential variables in eco-efficiency evaluation	82
A data driven recurrent neural network approach for reproduction of variable visuo-haptic force feedback in surgical tool insertion	82
Optimization evaluation model of student dormitory design scheme based on multiple evaluation principles	82
Two-sided disassembly line balancing problem with sequence-dependent setup time: A constraint programming model and artificial bee colony algorithm	81
Design and application of Nagar-Bardini structure-based interval type-2 fuzzy logic systems optimized with the combination of backpropagation algorithms and recursive least square algorithms	81
Hybrid embedding-based text representation for hierarchical multi-label text classification	81
Sparse fuzzy classification for profiling online users and relevant user-generated content	81
Noun-based attention mechanism for Fine-grained Named Entity Recognition	80
A weighted fuzzy process neural network model and its application in mixed-process signal classification	80
Solving traveling salesman problem using hybridization of rider optimization and spotted hyena optimization algorithm	80
The role of context fusion on accuracy, beyond-accuracy, and fairness of point-of-interest recommendation systems	80
A decision support model for estimating participation-oriented designs of crowdsourcing platforms based on quality function deployment	79
Optimum fuzzy logic controller applied to a hybrid hydraulic vehicle to minimize fuel consumption and emissions	78
Dynamic learning framework for epileptic seizure prediction using sparsity based EEG Reconstruction with Optimized CNN classifier	78
Phase space reconstruction, geometric filtering based Fisher discriminant analysis and minimum distance to the Riemannian means algorithm for epileptic seizure classification	77
Comparing PCA-based fault detection methods for dynamic processes with correlated and Non-Gaussian variables	77
An ontology-based system to avoid UAS flight conflicts and collisions in dense traffic scenarios	77
Analyzing and forecasting service demands using human mobility data: A two-stage predictive framework with decomposition and multivariate analysis	77
Development of a consumer financial goals ontology for use with FinTech applications for improving financial capability	77
A hybridized LSTM-ANN-RSA based deep learning models for prediction of COVID-19 cases in Eastern European countries	77
Designing of data-driven strategies for the online one-way trading problem	76
Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting	76
SENTINEY: Securing ENcrypted mulTI-party computatIoN for Enhanced data privacY and phishing detection	76
An ensemble approach for enhanced Day-Ahead price forecasting in electricity markets	76
A mixture of shallow neural networks for virtual sensing: Could perform better than deep neural networks	76
Two-stage evolutionary game model on complex networks for emergency logistics based on blockchain platform	75
Online public opinion prediction based on a novel seasonal grey decomposition and ensemble model	75
Human-aligned trading by imitative multi-loss reinforcement learning	75
SimpleCNN-UNet: An optic disc image segmentation network based on efficient small-kernel convolutions	75
Deep MRI glioma segmentation via multiple guidances and hybrid enhanced-gradient cross-entropy loss	75
Competitive scheduling in a hybrid flow shop problem using multi-leader–multi-follower game - A case study from Iran	75
Keypoints-based Heterogeneous Graph Convolutional Networks for construction	75
Audiovisual speaker indexing for Web-TV automations	75
Unlocking hidden market segments: A data-driven approach exemplified by the electric vehicle market	74
Selection of virtual team members for smart port development projects through the application of the direct and indirect uncertain TOPSIS method	74
TPKE-QA: A gapless few-shot extractive question answering approach via task-aware post-training and knowledge enhancement	73
An Efficient Corpus Indexer for dynamic corpora retrieval	73
SPE-SHAP: Self-paced ensemble with Shapley additive explanation for the analysis of aviation turbulence triggered by wind shear events	73
An effective weight initialization method for deep learning: Application to satellite image classification	73
A new detection method for the ageing state of composite insulators based on spectral–spatial feature fusion	72
An interpretable graph neural network for real-world satellite power system anomaly detection based on graph filtering	72
A novel community development algorithm and its application to optimize main steam temperature of supercritical units	72
Deep face profiler (DeFaP): Towards explicit, non-restrained, non-invasive, facial and gaze comprehension	72
Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI	71
Analysis of the determinants of service quality in the multimodal public transport system of Bhopal city using structural equation modelling (SEM) and factor analysis	71
A lattice-based data sharing functional encryption scheme with HRA security for IoT	71
Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients	71
A Seq2Seq transformation strategy for generalizing a pre-trained model in anomaly detection of rolling element bearings	71
Editorial Board	71
An end-to-end framework combining time–frequency expert knowledge and modified transformer networks for vibration signal classification	70
An adaptive protection coordination for microgrids utilizing an improved optimization technique for user-defined DOCRs characteristics with different groups of settings considering N-1 contingency	70
FTODefender: An efficient flow table overflow attacks defending system in SDN	70
Deep residual convolutional neural Network: An efficient technique for intrusion detection system	70
Fast and accurate pose estimation of additive manufactured objects from few X-ray projections	70
A framework for feature selection through boosting	70
Novel distributed load balancing algorithms in cloud storage	70
Fallen person detection for autonomous driving	70
Designing scheduled route for river liner shipping services with empty container repositioning	69
Feature weighting methods: A review	69
Dynamic portfolio optimization with inverse covariance clustering	69
Designing a steady-state experimental dataset for predicting transient NOx emissions of diesel engines via deep learning	69
DeepMatcher: A deep transformer-based network for robust and accurate local feature matching	69
Exposing the Achilles’ heel of textual hate speech classifiers using indistinguishable adversarial examples	69
A new adaptive Kriging-based optimization (AKBO) framework for constrained optimization problems: A case study on shared autonomous electric vehicle system design	69
A novel two-phase clustering-based under-sampling method for imbalanced classification problems	68
LightGCAN: A lightweight graph convolutional attention network for user preference modeling and personalized recommendation	68
Vendor managed inventory system considering deteriorating items and probabilistic demand for a three-layer supply chain	68
DDoS attack prediction using a honey badger optimization algorithm based feature selection and Bi-LSTM in cloud environment	68
Two-layer path planning for multi-area coverage by a cooperative ground vehicle and drone system	68
Combining prompt learning with contextual semantics for inductive relation prediction	68
American Sign language fingerspelling recognition in the wild with spatio temporal feature extraction and multi-task learning	68
DED: Diagnostic Evidence Distillation for acne severity grading on face images	68
A new framework for deep learning video based Human Action Recognition on the edge	68
Self-supervised inter- and intra-slice correlation learning for low-dose CT image restoration without ground truth	67
Clustered Bayesian classification for within-class separation	67
Transformer-based sensor failure prediction and classification framework for UAVs	67
Smart streetlight framework for collision prediction of vehicles	67
Kernel meets recommender systems: A multi-kernel interpolation for matrix completion	67
SeismoNet: A proximal policy optimization-based earthquake early warning system using dilated convolution layers and online data augmentation	66
Prerequisite-aware course ordering towards getting relevant job opportunities	66
Enhancing the resilience of combat system-of-systems under continuous attacks: Novel index and reinforcement learning-based protection optimization	66
Consistency and consensus driven for hesitant fuzzy linguistic decision making with pairwise comparisons	66
An interpretable multi-scaled agent hierarchy for time series prediction	66
Group decision making with hesitant fuzzy linguistic preference relations based on modified extent measurement	66