Expert Systems With Applications

Article	Citations
Deepluenza: Deep learning for influenza detection from Twitter	1009
An efficient automatic accident detection system using inertial measurement through machine learning techniques for powered two wheelers	837
CSFIN: A lightweight network for camouflaged object detection via cross-stage feature interaction	782
PHGL-DDI: A pre-training based hierarchical graph learning framework for drug-drug interaction prediction	608
An intelligent framework based on optimized variational mode decomposition and temporal convolutional network: Applications to stock index multi-step forecasting	553
Uncertainty-guided Fourier-based domain generalization for seizure prediction	500
Hierarchical Attention-enhanced Contextual CapsuleNet for Multilingual Hope Speech Detection	491
CroSA: Unsupervised domain adaptation abnormal behavior detection via cross-space alignment	366
Correlation-based methods for representative fairness metric selection: An empirical study on efficiency and caveats in model evaluation	358
Adaptive dissemination process in weighted hypergraphs	327
A distance similarity-based genetic optimization algorithm for satellite ground network planning considering feeding mode	327
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	302
An intelligent multi-modal neural framework for accurate fruit grading localization and yield estimation	302
Seeking multi-view commonality and peculiarity: A novel decoupling method for lung cancer subtype classification	283
Intra-hour photovoltaic power point-interval prediction using a dual-view deep neural network	275
TKSTAGNet: A Top-K Spatio-Temporal Attention Gating Network for air pollution prediction	274
LARGE: A leadership perception framework for group recommendation	265
Risk evaluation of livestream e-commerce platforms based on expert trust networks and CODAS	255
G20 systemic risk: Are structural oil price shocks driving factors?	246
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features	245
Fusion-driven fault diagnosis based on adaptive tuning feature mode decomposition and synergy graph enhanced transformer for bearings under noisy conditions	233
Enhancing fraud detection efficiency in mobile transactions through the integration of bidirectional 3d Quasi-Recurrent Neural network and blockchain technologies	232
Towards a performance characteristic curve for model evaluation: An application in information diffusion prediction	225
Safe deep reinforcement learning for flow control within the Internet of Vehicles	218
Spatial information aided speech and noise feature discrimination for Monaural speech enhancement	215

A long-short-term feature extraction network based on soft-parameter-sharing for high-speed train bogies multi-object fault diagnosis under long-tailed distribution	215
Time–Frequency Sensitive Prompt Tuning Framework for Session-based Recommendation	215
Accident investigation via LLMs reasoning: HFACS-guided Chain-of-Thoughts enhance general aviation safety	210
DeepFEA: Deep learning for prediction of transient finite element analysis solutions	205
M2KGRL: A semantic-matching based framework for multimodal knowledge graph representation learning	183
A scalable gait acquisition and recognition system with angle-enhanced models	183
Supervised contrastive learning enhances MHC-II peptide binding affinity prediction	181
Design of granular fuzzy relation models for heterogeneous data	178
Multi-label learning for label-specific features using correlation information with missing label	176
FAIREDU: A multiple regression-based method for enhancing fairness in machine learning models for educational applications	175
SFFL: Self-aware fairness federated learning framework for heterogeneous data distributions	173
Using LLM-supported lecture summarization system to improve knowledge recall and student satisfaction	171
A stage-based adaptive penalty method for constrained evolutionary optimization	169
SDA-PVTDet: A spatial-cross dual attention pyramid vision transformer detector for casting defect detection in radiography images	169
Development of a suspiciousness measure with reduced redundancy for screening machine sets in serial-parallel multistage manufacturing processes	167
A new customer-oriented multi-task scheduling model for cloud manufacturing considering available periods of services using an improved hyper-heuristic algorithm	167
Patch distance based auto-encoder for industrial anomaly detection	166
FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning	166
Multi-agent learning based UAV-assisted MEC-NOMA for cellular offloading in Internet of Things	164
Real-time monitoring and prediction of water content in concrete members through time series modeling	160
TransFArchNet: Predicting dental arch curves based on facial point clouds in personalized panoramic X-ray imaging	155
A novel approach based on graph signal processing and sampling theory to set pressure sensors in water distribution networks	154
Ship pipe production optimization method for solving distributed heterogeneous energy-efficient flexible flowshop scheduling with mobile resource limitation	153
A secure medical image encryption algorithm for IoMT using a Quadratic-Sine chaotic map and pseudo-parallel confusion-diffusion mechanism	152
The rheological intelligent constitutive model of debris flow: A new paradigm for integrating mechanics mechanisms with data-driven approaches by combining data mapping and deep learning	150
Tourism sentiment quadruple extraction via new neural ordinary differential equation networks with multitask learning and implicit sentiment enhancement	150
Towards robust adversarial defense on perturbed graphs with noisy labels	150
Multi-modal integrated proposal generation network for weakly supervised video moment retrieval	149
Graph comparison efficient conditional generative adversarial networks for parameter identification of synchronous generators	149
Mecon: A GNN-based graph classification framework for MEV activity detection	149
A robust bearing fault diagnosis method based on ensemble learning with adaptive weight selection	149
An avatar cloud service based method for supervising and interacting with containerized applications	149
Optimizing service design for the intercity demand responsive transit system: Model, algorithm, and comparative analysis	147
Optimal cost-sensitive credit scoring using a new hybrid performance metric	145
Oscar: Omni-scale robust contrastive learning for Text-VQA	144
An ensemble credit scoring model based on logistic regression with heterogeneous balancing and weighting effects	143
Selection bias mitigation in recommender system using uninteresting items based on temporal visibility	142
A Minutiae Selection Algorithm (MSA) for efficient palmprint matching using Histograms of Differences (HoDs)	141
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages	141
A new representation of scene layout improves saliency detection in traffic scenes	140
An overlapping clustering approach for precision, diversity and novelty-aware recommendations	140
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network	139
On developing a green and intelligent manufacturing system	138
A machine learning-based approach for flames classification in industrial Heavy Oil-Fire Boilers	135
HiDiffSeg: A hierarchical diffusion model for blood vessel segmentation in retinal fundus images	132
Forecasting financial signal for automated trading: An interpretable approach	131
DoBMark: A double-branch network for screen-shooting resilient image watermarking	130
Applications of new hybrid algorithm based on advanced cuckoo search and adaptive Gaussian quantum behaved particle swarm optimization in solving ordinary differential equations	130
Effective metaheuristic and rescheduling strategies for the multi-AGV scheduling problem with sudden failure	130
A Bayesian based approach for analyzing customer’s online sales data to identify weights of product attributes	129

Data-driven robust optimization for a multi-trip truck-drone routing problem	129
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data	129
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed	129
Multilingual evaluation of pre-processing for BERT-based sentiment analysis of tweets	126
A high-performance democratic political algorithm for solving multi-objective optimal power flow problem	126
A generalized TODIM evaluation approach based on the novel score function and trust network under interval-valued hesitant fuzzy environment	125
Reconstructive network under contrastive graph rewards for video summarization	124
Appointment Scheduling Problem under Fairness Policy in Healthcare Services: Fuzzy Ant Lion Optimizer	124
Here are the answers. What is your question? Bayesian collaborative tag-based recommendation of time-sensitive expertise in question-answering communities	124
A decomposition-based two-stage online scheduling approach and its integrated system in the hybrid flow shop of steel industry	123
Noun-based attention mechanism for Fine-grained Named Entity Recognition	123
ΔV-learning: An adaptive reinforcement learning algorithm for the o	123
Distribution shift alignment in visual domain adaptation	122
Join optimization for inverted index technique on relational database management systems	122
Capturing dynamics of post-earnings-announcement drift using a genetic algorithm-optimized XGBoost	122
Reliability-driven Automotive Software Deployment based on a Parametrizable Probabilistic Model Checking	122
An improved grey multivariable time-delay prediction model with application to the value of high-tech industry	121
EBPT-CRA: A clustering and routing algorithm based on energy-balanced path tree for wireless sensor networks	121
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters	121
A stock selection algorithm hybridizing grey wolf optimizer and support vector regression	121
Combined Text-Mining/DEA method for measuring level of customer satisfaction from online reviews	121
Distributed swarm system with hybrid-flocking control for small fixed-wing UAVs: Algorithms and flight experiments	120
SGKT: Session graph-based knowledge tracing for student performance prediction	119
Fractal graph convolutional network with MLP-mixer based multi-path feature fusion for classification of histopathological images	119
ESA-Net: An efficient scale-aware network for small crop pest detection	119
A novel spherical decision-making model for measuring the separateness of preferences for drivers’ behavior factors associated with road traffic accidents	119
Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review	119
A multi-view ensemble clustering approach using joint affinity matrix	118
A new filter-based gene selection approach in the DNA microarray domain	118
A new scheme of polar Fast Fourier Transform Code for iris recognition through symbolic modelling approach	117
Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets	117
Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen–Shannon divergence	116
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	116
Graph convolutional network-based credit default prediction utilizing three types of virtual distances among borrowers	115
Soft hypergraph for modeling global interactions via social media networks	115
Modified DFS-based term weighting scheme for text classification	114
ERV-Net: An efficient 3D residual neural network for brain tumor segmentation	114
Glaucoma diagnosis in the era of deep learning: A survey	113
Machine learning-driven prediction of tensile strength in 3D-printed PLA parts	113
Assessment of Metaverse wearable technologies for smart livestock farming through a neuro quantum spherical fuzzy decision-making model	113
TDS-Net: Transformer enhanced dual-stream network for video Anomaly Detection	113
FG-HFS: A feature filter and group evolution hybrid feature selection algorithm for high-dimensional gene expression data	112
Multi-Objective chimp Optimizer: An innovative algorithm for Multi-Objective problems	112
Evolving Generative Adversarial Networks to improve image steganography	111
Neural additive time-series models: Explainable deep learning for multivariate time-series prediction	110
A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification	110
Pythagorean Fuzzy TOPSIS Method for Green Supplier Selection in the Food Industry	109
Overcoming barriers to integrated management systems via developing guiding principles using G-AHP and F-TOPSIS	109
New Criteria of Event-triggered Exponential State Estimation for Delayed semi-Markovian Memristor-based Neural Networks	109
Power system economic emission dispatch considering uncertainties of wind, solar, and small runoff hydropower via a hybrid multi-objective optimization algorithm	109
Granule-specific feature selection for continuous data classification using neighborhood rough sets	109
Vision transformer promotes cancer diagnosis: A comprehensive review	107
Intelligent fault diagnosis of rotating machine via Expansive dual-attention fusion Transformer enhanced by semi-supervised learning	107
A novel mechanical fault diagnosis for high-voltage circuit breakers with zero-shot learning	106
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines	106
A novel diagnostic framework based on vibration image encoding and multi-scale neural network	105
Aligning sequence and structure representations leveraging protein domains for function prediction	105
An intelligent design methodology for multi-stage loading paths of variable parameters during large-scale electric upsetting process	105
An anomalous sound detection methodology for predictive maintenance	104
Wind turbine fault detection based on deep residual networks	104
Carbonation depth assessment of recycled aggregate concrete: An application of conformal prediction intervals	103
A taxonomy of blockchain consensus protocols: A survey and classification framework	103
Deep learning approach for single-phase ground fault section location via feature fusion in resonant distribution networks	102
A novel pulmonary emphysema detection using Seg-ResUnet-based abnormality segmentation and enhanced heuristic algorithm-aided deep learning	102
A data-driven framework for supporting the total productive maintenance strategy	101
An approach to generate the bug report summaries using two-level feature extraction	101
An efficient network with CNN and transformer blocks for glioma grading and brain tumor classification from MRIs	101
Concept-driven representation learning model for knowledge graph completion	101
Towards graph-based class-imbalance learning for hospital readmission	101
A proposed customer relationship framework based on information retrieval for effective Firms’ competitiveness	100
MK-Means: Detecting evolutionary communities in dynamic networks	99
Exponential-based dynamic objective function for coordination of overcurrent relays in power networks	99
Multi-source data fusion for intelligent diagnosis based on generalized representation	99
User intention prediction for trigger-action programming rule using multi-view representation learning	99
Robust multi-view subspace clustering via neighbor embedding on manifold and low-rank representation learning	98
Editorial Board	98
Privacy-preserving federated learning based on noise addition	98
A importance-based ensemble method using an adaptive threshold searching for feature selection	97
A novel breast cancer detection system using SDM-WHO-RNN classifier with LS-CED segmentation	97
Comments on “Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection”	96

Novel automatic group identification approaches for group recommendation	96
Cε-LDE: A lightweight variant of differential evolution algorithm with combined ε constrained method and Lévy flight for constrained optimization problems	96
EML-PSP: A novel ensemble machine learning-based physical security paradigm using cross-domain ultra-fused feature extraction with hybrid data augmentation scheme	96
Determination and classification of fetal sex on ultrasound images with deep learning	95
Exploring the efficacy of neurofeedback training in modulating alpha-frequency band and its effects on functional connectivity and band power	95
Gravelly soil uniformity identification based on the optimized Mask R-CNN model	95
Attribute mining multi-view contrastive learning network for recommendation	95
Multi-source data based anomaly detection through temporal and spatial characteristics	95
Online spatiotemporal modeling for high spatial-dimensional DPSs under nonstationary sensor layout	95
The student scheduling problem at Université de Technologie de Compiègne	95
Application of convolutional neural network to traditional data	95
A triplet graph convolutional network with attention and similarity-driven dictionary learning for remote sensing image retrieval	94
Artificial intelligence-based detection and assessment of ascites on CT scans	94
Comparison of spectrogram, persistence spectrum and percentile spectrum based image representation performances in drone detection and classification using novel HMFFNet: Hybrid Model with Feature Fus	94
Strategic servitization design method for Industry 4.0-based smart intralogistics and production	93
A possibilistic fuzzy Gath-Geva clustering algorithm using the exponential distance	93
Learning multi-scale features for speech emotion recognition with connection attention mechanism	93
Optimization of selective withdrawal systems in hydropower reservoir considering water quality and quantity aspects	93
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions	93
Real-time vehicle detection algorithm based on a lightweight You-Only-Look-Once (YOLOv5n-L) approach	92
Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism	92
Aspect-based sentiment classification with aspect-specific hypergraph attention networks	91
Hybrid structural graph attention network for POI recommendation	91
SR-HGN: Semantic- and Relation-Aware Heterogeneous Graph Neural Network	91
LSCO: Light spectrum chimp optimization based spinalnet for live face detection and recognition	90
FCM-CSMOTE: Fuzzy C-Means Center-SMOTE	90
Differgram: A convex optimization-based method for extracting optimal frequency band for fault diagnosis of rotating machinery	89
A Kalman filter-based prediction strategy for multiobjective multitasking optimization	89
Managing non-cooperative behaviors in consensus reaching process: A novel multi-stage linguistic LSGDM framework	89
Risk assessment based on FMEA combining DEA and cloud model: A case application in robot-assisted rehabilitation	89
Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction	89
Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning	89
Transfer learning and its extensive appositeness in human activity recognition: A survey	89
Machine driven classification of open-ended responses (MDCOR): An analytic framework and no-code, free software application to classify longitudinal and cross-sectional text responses in survey and so	88
A self-learning iterative weighted possibilistic fuzzy c-means clustering via adaptive fusion	87
Group risk assessment in failure mode and effects analysis using a hybrid probabilistic hesitant fuzzy linguistic MCDM method	87
An invisible and robust watermarking scheme using convolutional neural networks	87
An adaptive large neighborhood search heuristic for the flying sidekick traveling salesman problem with multiple drops	87
A systematic review of artificial intelligence-based music generation: Scope, applications, and future trends	87
Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks	87
A novel multi-attribute decision-making for ranking mobile payment services using online consumer reviews	87
Privacy-preserving credit evaluation system based on blockchain	87
Novel data augmentation for improved insulation fault diagnosis under nonideal condition	87
An adaptive method for prevention of overflow in reversible data hiding schemes	86
Sequence neural network for recommendation with multi-feature fusion	86
An effective ensemble framework for Many-Objective optimization based on AdaBoost and K-means clustering	86
Managing multi-granular probabilistic linguistic information in large-scale group decision making: A personalized individual semantics-based consensus model	86
Intelligent generative structural design method for shear wall building based on “fused-text-image-to-image” generative adversarial networks	86
Digital twin-supported smart city: Status, challenges and future research directions	85
Long-Range attack detection on permissionless blockchains using Deep Learning	85
Selection of virtual team members for smart port development projects through the application of the direct and indirect uncertain TOPSIS method	85
Deep reinforcement learning for stock portfolio optimization by connecting with modern portfolio theory	85
Data Science, Machine learning and big data in Digital Journalism: A survey of state-of-the-art, challenges and opportunities	85
Symbolic regression with feature selection of dye biosorption from an aqueous solution using pumpkin seed husk using evolutionary computation-based automatic programming methods	85
StockNet—GRU based stock index prediction	84
Gaussian conditional random fields for classification	84
Blockchain technology empowers the crowdfunding decision-making of marine ranching	84
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision	84
Learning diverse fine-grained features for thermal infrared tracking	83
Random Interpolation Resize: A free image data augmentation method for object detection in industry	83
Optimal soft open point placement and open switch position selection simultaneously for power loss reduction on the electric distribution network	83
A novel time-delay neural grey model and its applications	83
Novel optimization approach for realized volatility forecast of stock price index based on deep reinforcement learning model	82
Optimum design of real-size reinforced concrete bridge via charged system search algorithm trained by Nelder-Mead simplex	82
A charging-feature-based estimation model for state of health of lithium-ion batteries	82
A self-attention based contrastive learning method for bearing fault diagnosis	82
Novel extended NI-MWMOTE-based fault diagnosis method for data-limited and noise-imbalanced scenarios	82
AMFF-Net: An attention-based multi-scale feature fusion network for allergic pollen detection	81
Series decomposition Transformer with period-correlation for stock market index prediction	81
Context-based irregular activity detection in event logs for forensic investigations: An itemset mining approach	81
Integrated intelligent fault diagnosis approach of offshore wind turbine bearing based on information stream fusion and semi-supervised learning	81
A feature-weighted suppressed possibilistic fuzzy c-means clustering algorithm and its application on color image segmentation	80
Self-training based augmented reality for robust 3D object registration and task assistance	80
Analysis of the determinants of service quality in the multimodal public transport system of Bhopal city using structural equation modelling (SEM) and factor analysis	79
AutoRepo: A general framework for multimodal LLM-based automated construction reporting	79
Contour and texture preservation underwater image restoration via low-rank regularizations	79
Towards high-accuracy axial springback: Mesh-based simulation of metal tube bending via geometry/process-integrated graph neural networks	79
Autonomous wireless positioning system using crowdsourced Wi-Fi fingerprinting and self-detected FTM stations	79
Energy saving computation offloading for dynamic CR-MEC systems with NOMA via decomposition based soft actor–critic	79
A novel ranking approach for identifying crucial spreaders in complex networks based on Tanimoto Correlation	79
Deep learning-based credit card fraud detection in federated learning	79
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint	79
MRCFN: A multi-sensor residual convolutional fusion network for intelligent fault diagnosis of bearings in noisy and small sample scenarios	78
A sequential multi-agent reinforcement learning framework for different action spaces	78
Camouflaged named entity recognition in 2D sentence representation	78
Performance evaluation of outlier detection techniques in production timeseries: A systematic review and meta-analysis	77
A model-based infrared and visible image fusion network with cooperative optimization	77
An efficient simulation model for layout and mode performance evaluation of robotic mobile fulfillment systems	77
Perceptual localization and focus refinement network for RGB-D salient object detection	77
Prototype wireless sensor network and Internet of Things platform for real-time monitoring of intergranular equilibrium moisture content and predict the quality corn stored in silos bags	77
Parkinson’s disease effective biomarkers based on Hjorth features improved by machine learning	76
Leveraging AI for advanced analytics to forecast altered tourism industry parameters: A COVID-19 motivated study	76
Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds	76
Fine-tuned YOLOv5 for real-time vehicle detection in UAV imagery: Architectural improvements and performance boost	76
Cost-based analysis and optimization of distributed generations and shunt capacitors incorporated into distribution systems with nonlinear demand modeling	76