Expert Systems With Applications

Article	Citations
Editorial Board	1038
Improving contrastive learning with explanation method for sequential recommendation	767
Reinforcement learning based early classification framework for power transformer differential protection	749
Improving Bird’s Eye View based 3D object detection via Learnable Perspective View	582
MLFD: Multi-level feature disentanglement robust network with a novel maximum-minimum algorithm for medical image recognition	556
PoliGuilt: Two level guilt detection from social media texts	517
MFFNet: Joint demoiréing and super-resolution	517
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs	471
Innovative solutions for plant disease identification: Leveraging DCoS-WOR and spiking neural networks	470
Optimization evaluation model of student dormitory design scheme based on multiple evaluation principles	443
Heuristic algorithms based on the isochron analysis for dynamic relocation of medical emergency vehicles	438
An intelligent framework for prediction and forecasting of dissolved oxygen level and biofloc amount in a shrimp culture system using machine learning techniques	436
FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning	417
Multi-instance learning with application to the profiling of multi-victim homicides	407
Two-dimensional loading in vehicle routing problem with release and due dates	393
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning	387
Dual perspective denoising model for session-based recommendation	376
Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond	370
eFAirWrite: Bringing energy efficient text entry to next generation smart devices	339
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation	319
Smart streetlight framework for collision prediction of vehicles	303
Editorial Board	301
Online transfer learning with partial feedback	294
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2	293
A structure-characteristic-aware network embedding model via differential evolution	279

Risk assessment modeling with application in the accounting cloud-service industry	271
Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure	267
A level set based fractional order variational model for motion estimation in application oriented spectrum	265
Reliable route planning and time savings in real-world urban intermodal transportation networks: Evidence from Hamburg, Germany	262
Integration of sustainable diet planning problem under neutrosophic fuzzy multi-objective optimization	261
Automated non-invasive method for measuring chicken comb and wattle using multi-camera system and CW-Measure-pose	258
Predictive modeling of biogeographical ancestry using a novel SNP panel and supervised learning approaches	256
Construction site image dedusting via pyramid architecture based on the Taylor series	245
Causality-driven attribute editing with bidirectional generative network	241
Combinatorial test case prioritization using hybrid Energy Valley Dwarf Mongoose Optimization approach	238
Autonomous sparse Markowitz portfolio based on two-stage accelerated forward–backward algorithm	238
Multiroute fresh produce green routing models with driver fatigue using Type-2 fuzzy logic-based DFWA	238
Toward a generic information system for projects portfolio management using Physics of Decision (POD)	230
A Kalman filter-based prediction strategy for multiobjective multitasking optimization	228
Progressive semantic aggregation and structured cognitive enhancement for image–text matching	223
Editorial Board	220
An intelligent optimized secure blockchain mechanism for cloud auditing	215
Uncertainty-aware ensemble model for stride length estimation in gait analysis	213
Positional normalization-based mixed-image data augmentation and ensemble self-distillation algorithm	211
Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds	208
A Basic Sequential Variable Neighbourhood Descent and neighbourhood uses for the Beam Angle Optimisation problem	208
Interval-enhanced Graph Transformer solution for session-based recommendation	204
Unlocking hidden market segments: A data-driven approach exemplified by the electric vehicle market	204
TCAC-transformer: a fast convolutional transformer with temporal-channel attention for efficient industrial fault diagnosis	201
Selection of best location for household waste recycling plants using novel information measures and algorithm in fermatean fuzzy environment	200
An effective weight initialization method for deep learning: Application to satellite image classification	199
Temporal-frequency enhanced fourier neural operator and collaborative adversarial learning for multi-physics-coupled transient simulation of natural gas pipelines	195
FITE-GAT: Enhancing aspect-level sentiment classification with FT-RoBERTa induced trees and graph attention network	194
Consensus reaching for large-scale group decision making: A gain-loss analysis perspective	190
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples	187
Soft-orthogonal constrained dual-stream encoder with self-supervised clustering network for brain functional connectivity data	187
Graph comparison efficient conditional generative adversarial networks for parameter identification of synchronous generators	186
AppleYOLO: Apple yield estimation method using improved YOLOv8 based on Deep OC-SORT	186
AHWCN: An interpretable attention-guided hierarchical wavelet convolutional network for rotating machinery intelligent fault diagnosis	183
FAcupoint: The first dense facial acupoint localization dataset and baselines	183
Automating discussion structure re-organization for GitHub issues	182
Enhanced industrial heat load forecasting in district networks via a multi-scale fusion ensemble deep learning	182
Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes	180
Novel data augmentation for improved insulation fault diagnosis under nonideal condition	179
Aerial drone fleet deployment optimization with endogenous battery replacements for direct delivery of time-sensitive products	178
Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review	177
Recognition and detection of unusual activities in ATM using dual-channel capsule generative adversarial network	177
A robust bearing fault diagnosis method based on ensemble learning with adaptive weight selection	177
Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm	176
Suitability evaluation of underground space development based on Bayesian network model: A case study considering population evacuation, excavation safety, and spatial connectivity	175
Information asymmetry in the graph model of conflict resolution and its application to the sustainable water resource utilization conflict in Niangziguan Springs Basin	174
ODTE—An ensemble of multi-class SVM-based oblique decision trees	171
Deep learning approach for single-phase ground fault section location via feature fusion in resonant distribution networks	171
A novel adaptive generalized domain data fusion-driven kernel sparse representation classification method for intelligent bearing fault diagnosis	171
Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning	168

Secure hierarchical fog computing-based architecture for industry 5.0 using an attribute-based encryption scheme	168
Machine-learning-based short-term forecasting of daily precipitation in different climate regions across the contiguous United States	165
A stage-based adaptive penalty method for constrained evolutionary optimization	163
A comparative study of physics-informed and conventional neural networks for predicting on-screen gaze points from eye-tracking data	161
Multi-strategy-based adaptive sine cosine algorithm for engineering optimization problems	160
Multivariate variational mode decomposition combined with discrete Fourier transform and lightweight Mixture-of-Experts models for predicting multivariate time series with strong volatility	159
A novel approach to optimize an integrated network design and pricing of a healthcare supply chain	157
A bi-level hybrid algorithm for solving multi-target inspection path planning problem of mobile robot in complex radioactive indoor environment	156
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint	155
Jujube-YOLO: a precise jujube fruit recognition model in unstructured environments	155
Make a song curative: A spatio-temporal therapeutic music transfer model for anxiety reduction	154
Identification of malware families using stacking of textural features and machine learning	154
Breast cancer stage detection by differentiating benign and malignant tumor using L0H-CWSNN and FZB-IS	154
Modeling homophily fusion on cascading for overlapping community detection in social networks	151
Corrigendum to “Cyclic conditional diffusion models for CT-to-MR synthetic image segmentation with misaligned image pairs” [Expert Syst. Appl. 304 (2026) 130631]	148
Expected attribution prior guided interpretable framework for machine fault diagnosis	148
ECG-Text multi-modal learning for zero-shot detection via time-frequency alignment and medical prompt learning	148
A deep reinforcement learning method based on Hindsight experience replay for multi-objective dynamic job-shop scheduling problem	147
Multi-Objective chimp Optimizer: An innovative algorithm for Multi-Objective problems	146
PolyHope: Two-level hope speech detection from tweets	145
KRAM: Knowledge-driven robust training against label noise for medication recommendation	143
Feature enrichment imitative reinforcement learning for high-frequency trading	142
Multilevel threshold segmentation of rice plant images utilizing tuna swarm optimization algorithm incorporating quadratic interpolation and elite swarm genetic operators	142
An adaptive differential evolution algorithm based on individual-level intervention strategy for global optimization	142
Information sharing strategy in supply chains: The role of C2M	141
Role of proliferation COVID-19 media chatter in predicting Indian stock market: Integrated framework of nonlinear feature transformation and advanced AI	141
Multi-modal semantics fusion model for domain relation extraction via information bottleneck	140
Cross-scale content adaptive network for three-dimensional multi-object tracking and fish activity quantification	140
SWP-LeafNET: A novel multistage approach for plant leaf identification based on deep CNN	139
GLMKD: Joint global and local mutual knowledge distillation for weakly supervised lesion segmentation in histopathology images	138
System dynamics-based dynamic evaluation of value synergy and effectiveness verification of governance strategies for urban water conservancy projects	138
Feature structure distillation with Centered Kernel Alignment in BERT transferring	137
Using danmaku to analyze student cognitive behaviors in online classrooms	136
LARGE: A leadership perception framework for group recommendation	136
A study on the user viewing experience of implanted advertisement videos based on visual saliency	135
Novel strict intuitionistic fuzzy similarity measures-based on fuzzy negation and their applications	135
Transition Information Enhanced Disentangled Graph Neural Networks for session-based recommendation	134
VGbel: An exploration of ensemble learning incorporating non-Euclidean structural representation for time series classification	133
Corrigendum to ‘Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h’ [Expert Systems Appl. (2023), 228, 120473]	133
Corrigendum to “Pulse transfer learning: Multi-area river ammonia nitrogen prediction with limited data” [Expert Syst. Appl. 263 (2025) 125730]	133
Privacy-preserving inference resistant to model extraction attacks	132
Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion	132
Representing and discovering heterogeneous interactions for financial risk assessment of SMEs	132
Detect Arabic fake news through deep learning models and Transformers	131
Cross-direction environmental performance evaluation based on directional distance function in data envelopment analysis	131
Sparse least-squares Universum twin bounded support vector machine with adaptive	131
Multi-agent learning based UAV-assisted MEC-NOMA for cellular offloading in Internet of Things	130
Corrigendum to “Optimizing supply chain operations using advanced Time-Series Mixer models for demand forecasting and inventory under uncertain demand” [Expert Syst. Appl. 296 (2026) 128955]	130
Revisiting the distribution differences between color and texture information: Quaternion-driven color medical image segmentation method	129
ZO-APFPG: a provably zeroth-order adaptive personalized federated policy gradient algorithm for reinforcement learning with environment heterogeneity	129
A recollect-tuning method for entity and relation extraction	129
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning	126
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines	126
A point operator-driven approach to decision-analytic modeling for multiple criteria evaluation problems involving uncertain information based on T-spherical fuzzy sets	126
Comprehensive learning TLBO with recursive precedence-based solution construction and multilevel local search for the linear ordering problem	126
AMoDeBic: An adaptive Multi-objective Differential Evolution biclustering algorithm of microarray data using a biclustering binary mutation operator	125
A bi-evolutionary cooperative multi-objective algorithm for blocking group flow shop with outsourcing option	125
Video violence recognition and localization using a semi-supervised hard attention model	124
An integrated multi-objective mathematical model for sugarcane harvesting considering cumulative degree-days	123
Novel ML-driven intrusion detection system for optimizing network security	123
Projected fuzzy c-means clustering algorithm with instance penalty	123
Corrigendum to “A collaborative ensemble construction method for federated random forest” [Expert Syst. Appl. 255(Part D) (2024) 124742]	122
Efficient polar coordinates attack with adaptive activation strategy	122
Distributed algorithm for parallel computation of the n queens solutions	122
Reward-guided direct preference optimization	121
LMFENet: A hybrid local-global and multi-scale feature extraction network for oil spill type classification using sentinel-1 imagery	120
Logarithmic-exponential utility for portfolio optimization	118
3D modeling from a single sketch with multifaceted semantic understanding	118
Efficient boundary-seeking clustering based on reverse k-nearest neighbor and average direction centrality metric	118
HMDFF-Net: Hierarchical multi-scale dilated feature fusion network for accurate multiclass diagnosis of brain tumors	118
DeFiTrust: A transformer-based framework for scam DeFi token detection using event logs and sentiment analysis	118
Trajectory planning and tracking for UAVs with deep reinforcement learning and adaptive nonlinear MPC	118
Med-D3CG: wavelet-based diffusion in the difference domain for cross-modality medical image generation	118
Introducing NBEATSx to realized volatility forecasting	117
Series decomposition Transformer with period-correlation for stock market index prediction	117
Recognizing pawing behavior of prepartum doe using semantic segmentation and motion history image (MHI) features	117
Analysis of convolutional-based variational autoencoders for privacy protection in realtime video surveillance	117
A Transform module to enhance lightweight attention by expanding receptive field	117
Charting new avenues in financial forecasting with TimesNet: The impact of intraperiod and interperiod variations on realized volatility prediction	116
Aspect-augmented distillation of task-oriented dialogues to small language models	116

An effective deep learning model for evaluating spinal deformities based on point cloud images of the human back	116
DarLoc: Deep learning and data-feature augmentation based robust magnetic indoor localization	115
An improved fault-tolerant cultural-PSO with probability for multi-AGV path planning	115
Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design	115
A decision support system for consolidated distribution of a ceramic sanitary ware company	114
Real-time vehicle detection algorithm based on a lightweight You-Only-Look-Once (YOLOv5n-L) approach	114
Domain adaptation extreme learning machines for regression and their application in precise modeling of cutting forces under small sample conditions	114
Financial supply chain analysis with borrower identification in smart lending platform	114
Fast incremental learning by transfer learning and hierarchical sequencing	114
Graph Attention Networks For Anomalous Drone Detection: RSSI-Based Approach with Real-world Validation	113
The role of influential nodes and their influence domain in community detection: An approximate method for maximizing modularity	112
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features	112
A multi-stage LSTM federated forecasting method for multi-loads under multi-time scales	111
Verification and performance comparison of CNN-based algorithms for two-step helmet-wearing detection	111
A constrained multi-objective optimization algorithm based on coordinated strategy of archive and weight vectors	110
An efficient simulation model for layout and mode performance evaluation of robotic mobile fulfillment systems	110
Mixed experience sampling for off-policy reinforcement learning	110
PHGL-DDI: A pre-training based hierarchical graph learning framework for drug-drug interaction prediction	110
SFFL: Self-aware fairness federated learning framework for heterogeneous data distributions	110
Aligning XAI explanations with software developers’ expectations: A case study with code smell prioritization	109
Integrating regular expressions into neural networks for relation extraction	109
GRDGNN: A directed graph neural network framework for multi-relational inference of gene regulatory networks	109
Diff-ZsVQA: Zero-shot Visual Question Answering with Frozen Large Language Models Using Diffusion Model	109
Identifying the influential contributing factors to micro-enterprises’ workplace accidents using a hybrid D-DEMATEL-IFISM method	109
Solving electric vehicle routing problem with recharging and battery swapping using a collaborative decision attention network	109
Robust multi-focus image fusion using focus property detection and deep image matting	108
Detecting fake news on Chinese social media based on hybrid feature fusion method	108
Word separation in continuous sign language using isolated signs and post-processing	108
LightGCAN: A lightweight graph convolutional attention network for user preference modeling and personalized recommendation	108
Fuzzy-soft set approach for ranking the functional requirements of software	108
Event-triggered synchronization for discrete-time delayed neural networks via aperiodic detection	108
A heuristic solution framework for the resource-constrained multi-aircraft scheduling problem with transfer of resources and aircraft	107
A dual framework for implicit and explicit emotion recognition: An ensemble of language models and computational linguistics	107
Two-sided matching decision-making model for complex product system based on life-cycle sustainability assessment	106
Convolutional neural network for groundwater contamination source identification	106
Synchronization sampled-data control of uncertain neural networks under an asymmetric Lyapunov–Krasovskii functional method	106
DCCN: A dual-cross contrastive neural network for 3D point cloud representation learning	106
TPP: A temporal-enhanced propagation probability model for identifying influential nodes in complex networks	106
Stochastic-integration-based decision support methods for heterogeneous multi-attribute group decision making with several attribute sets	105
Probabilistic memory-enhanced recognition-primed decision model and its application to pilot decision-making in midair encounters	105
Improving plagiarism detection in text document using hybrid weighted similarity	105
Spectral information guidance network for tampering localization of high-resolution satellite map	104
Critical commentary on “Reptile search algorithm (RSA): a nature-inspired meta-heuristic optimizer”	104
WaveletFusion: enhancing plant leaf disease classification with multi-scale feature extraction and explainable AI	104
Informed anytime Bi-directional Fast Marching Tree for optimal motion planning in complex cluttered environments	104
A novel approach for wafer defect pattern classification based on topological data analysis	104
Point-of-interest recommendation model considering strength of user relationship for location-based social networks	103
Research on visual operation and maintenance platform of accelerator neutron source driven by digital twins	103
Global information enhancement and subgraph-level weakly contrastive learning for lightweight weakly supervised document-level event extraction	103
External information enhancing topic model based on graph neural network	103
Energy saving computation offloading for dynamic CR-MEC systems with NOMA via decomposition based soft actor–critic	102
Intensified Customer Churn Prediction: Connectivity with Weighted Multi-Layer Perceptron and Enhanced Multipath Back Propagation	102
An overlap function-based three-way intelligent decision model under interval-valued fuzzy information systems	101
A novel two-stage fuzzy classification method with different weight permutations for optimal GIS-based placement of wellness and sports centers	101
Sequence neural network for recommendation with multi-feature fusion	101
RSSD: A regional-level Resource-Saving Snow Detection Model for winter road surface maintenance	101
U-HRMES: Decision theory-based model for appropriate mining equipment selection in underground hard rock stopes	101
Improved camouflaged detection in the large-scale images and videos with minimum boundary contrast in detection technique	101
An ensemble approach for enhanced Day-Ahead price forecasting in electricity markets	100
Quadruplet-attention transformer for scale-invariant robot place recognition	100
User intention prediction for trigger-action programming rule using multi-view representation learning	100
Self-attention network-based state of charge estimation for lithium-ion batteries with gapped temperature data	100
Low-Redundant Unsupervised Feature Selection based on Data Structure Learning and Feature Orthogonalization	100
High-density fish counting in cages using density-guided cluster optimization network	99
A Bayesian based approach for analyzing customer’s online sales data to identify weights of product attributes	99
Marker and dynamic geometry aware transformer for robust point cloud registration	98
Enhancing rainfall prediction accuracy through image fusion of radar and numerical weather prediction models	98
Evaluation of sustainable cold chain suppliers using a combined multi-criteria group decision-making framework under fuzzy ZE-numbers	98
Pareto evolutionary algorithm based on Markov chain for portfolio optimization considering profit of assets	98
Towards real-time practical image compression with lightweight attention	98
TrustDL: Use of trust-based dictionary learning to facilitate recommendation in social networks	98
A matheuristic for aircraft maintenance routing problem incorporating cruise speed control	97
Balanced multi-objective evolution algorithm for unmanned systems project scheduling with preventive maintenance and order grouping constraints	97
RS-GCL: Randomized SVD-based graph-enhanced contrastive learning for recommendation	97
SeismoNet: A proximal policy optimization-based earthquake early warning system using dilated convolution layers and online data augmentation	97
Incomplete multi-view clustering via local and global bagging of anchor graphs	97
New semi-supervised fuzzy C-means clustering with asymmetric deviation constraints and fast algorithm	97
Preserving integrity in online assessment using feature engineering and machine learning	97
Task-driven common subspace learning based semantic feature extraction for acoustic event recognition	97
Automatic diagnosis of pediatric high myopia via Attention-based Patch Residual Shrinkage network	97
Decentralized federated learning based on bivariate controlled averaging and sharpness aware minimization	96
Electroencephalographic biomarker-guided early detection of Alzheimer’s disease via cortically subdivided neurodynamic PINN	96
A novel EPI-guided network with progressive fusion for light field reconstruction	96
Adaptive online convex optimization with unknown feedback delay	96
MAP-MIL: Dual-branch collaborative learning of mask enhancement and pseudo-bag generation for whole slide image classification	96
Latent knowledge reasoning incorporated for multi-fitting decoupling detection on electric transmission line	96
Research overview and prospect in condition monitoring of compressors	96
Integrated scheduling method for heavy-haul transportation with virtual coupling based on two-phase optimization strategy	96
A green time-dependent traveling salesman problem with intermediate node and multiple traffic states	95
Learning textual features for Twitter spam detection: A systematic literature review	95
Multimodal sarcasm detection based on sentiment-clue inconsistency global detection fusion network	95
DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition	95
Assessment of Metaverse wearable technologies for smart livestock farming through a neuro quantum spherical fuzzy decision-making model	95
A privacy-preserving content-based image retrieval method based on deep learning in cloud computing	95
Optimum fuzzy logic controller applied to a hybrid hydraulic vehicle to minimize fuel consumption and emissions	94