Expert Systems With Applications

Papers
(The TQCC of Expert Systems With Applications is 19. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)
ArticleCitations
Editorial Board1222
Multilevel threshold segmentation of rice plant images utilizing tuna swarm optimization algorithm incorporating quadratic interpolation and elite swarm genetic operators907
Enhanced cloud security with Bi-Optimized Sand Cat Swarm and Conv-Bi-ALSTM deep learning models702
Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design691
External information enhancing topic model based on graph neural network447
Deciphering TON-IoT threats: Meta-heuristic and deep learning for attack classification439
Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond429
Novel ML-driven intrusion detection system for optimizing network security403
Intensified Customer Churn Prediction: Connectivity with Weighted Multi-Layer Perceptron and Enhanced Multipath Back Propagation396
A privacy-preserving content-based image retrieval method based on deep learning in cloud computing381
Corrigendum to “Pulse transfer learning: Multi-area river ammonia nitrogen prediction with limited data” [Expert Syst. Appl. 263 (2025) 125730]374
eFAirWrite: Bringing energy efficient text entry to next generation smart devices374
A study on the user viewing experience of implanted advertisement videos based on visual saliency372
Graph comparison efficient conditional generative adversarial networks for parameter identification of synchronous generators364
Dataset-level color augmentation and multi-scale exploration methods for polyp segmentation338
Corrigendum to ‘Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h’ [Expert Systems Appl. (2023), 228, 120473]322
Smart streetlight framework for collision prediction of vehicles315
Automating discussion structure re-organization for GitHub issues308
Preserving integrity in online assessment using feature engineering and machine learning288
Editorial Board276
A heuristic solution framework for the resource-constrained multi-aircraft scheduling problem with transfer of resources and aircraft258
Recognizing pawing behavior of prepartum doe using semantic segmentation and motion history image (MHI) features257
Online transfer learning with partial feedback252
A frame and first-order logic solution for the Wumpus World: Implemented in Flora-2248
A structure-characteristic-aware network embedding model via differential evolution247
A decision support system for consolidated distribution of a ceramic sanitary ware company247
Risk assessment modeling with application in the accounting cloud-service industry245
Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure237
Corrigendum to “A novel minutiae triangulation technique for non-invertible fingerprint template generation” [Expert Syst. Appl. 186 (2021) 115832]237
Recognition and detection of unusual activities in ATM using dual-channel capsule generative adversarial network230
Task-driven common subspace learning based semantic feature extraction for acoustic event recognition224
A level set based fractional order variational model for motion estimation in application oriented spectrum221
IMAEN: An interpretable molecular augmentation model for drug–target interaction prediction217
A FAHP-VIKOR model for evaluating single point interchange operational performance216
Improving plagiarism detection in text document using hybrid weighted similarity213
Projected fuzzy c-means clustering algorithm with instance penalty212
An effective weight initialization method for deep learning: Application to satellite image classification210
Reinforcement learning based early classification framework for power transformer differential protection206
Improving contrastive learning with explanation method for sequential recommendation206
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning204
Energy saving computation offloading for dynamic CR-MEC systems with NOMA via decomposition based soft actor–critic203
Deep learning approach for single-phase ground fault section location via feature fusion in resonant distribution networks189
Improving Bird’s Eye View based 3D object detection via Learnable Perspective View188
MLFD: Multi-level feature disentanglement robust network with a novel maximum-minimum algorithm for medical image recognition185
Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm183
MFFNet: Joint demoiréing and super-resolution183
DeFiTrust: A transformer-based framework for scam DeFi token detection using event logs and sentiment analysis182
Nighttime airport runway FOD intrusive detection through frequency-domain interference of spatially aggregated dynamic feature177
A fresh view on Least Quantile of Squares Regression based on new optimization approaches175
A speed-up procedure for the hybrid flow shop scheduling problem173
Enhanced industrial heat load forecasting in district networks via a multi-scale fusion ensemble deep learning173
PoliGuilt: Two level guilt detection from social media texts173
FAcupoint: The first dense facial acupoint localization dataset and baselines172
FITE-GAT: Enhancing aspect-level sentiment classification with FT-RoBERTa induced trees and graph attention network168
Spectral information guidance network for tampering localization of high-resolution satellite map166
Filter transfer learning algorithm for nonlinear systems modeling with heterogeneous features165
ZO-APFPG: a provably zeroth-order adaptive personalized federated policy gradient algorithm for reinforcement learning with environment heterogeneity164
Incomplete multi-view clustering via local and global bagging of anchor graphs163
The role of influential nodes and their influence domain in community detection: An approximate method for maximizing modularity162
A distance similarity-based genetic optimization algorithm for satellite ground network planning considering feeding mode159
Reconstruction of dynamic protein–protein interaction network via graph convolutional network158
Two-dimensional loading in vehicle routing problem with release and due dates158
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs157
Global optimal Ramanujan spectrum: A feature extraction method without pseudo-monotonicity156
Privacy-preserving inference resistant to model extraction attacks155
Towards real-time practical image compression with lightweight attention155
Monitoring multi-domain batch process state based on fuzzy broad learning system154
Automatic diagnosis of pediatric high myopia via Attention-based Patch Residual Shrinkage network153
Innovative solutions for plant disease identification: Leveraging DCoS-WOR and spiking neural networks152
A memory pool variational autoencoder framework for cross-domain recommendation151
Optimizing signal smoothing using HERS algorithm and time fractional diffusion equation151
Optimization evaluation model of student dormitory design scheme based on multiple evaluation principles151
HMDFF-Net: Hierarchical multi-scale dilated feature fusion network for accurate multiclass diagnosis of brain tumors148
A deep neural network-assisted metamodel for damage detection of trusses using incomplete time-series acceleration148
Event-triggered synchronization for discrete-time delayed neural networks via aperiodic detection147
A dual framework for implicit and explicit emotion recognition: An ensemble of language models and computational linguistics147
A Bayesian based approach for analyzing customer’s online sales data to identify weights of product attributes146
Information asymmetry in the graph model of conflict resolution and its application to the sustainable water resource utilization conflict in Niangziguan Springs Basin146
Incorporating hydrological constraints with deep learning for streamflow prediction144
Make a song curative: A spatio-temporal therapeutic music transfer model for anxiety reduction144
Fast & Furious: On the modelling of malware detection as an evolving data stream144
Multimodal sarcasm detection based on sentiment-clue inconsistency global detection fusion network143
Editorial Board142
An intelligent optimized secure blockchain mechanism for cloud auditing141
Efficient polar coordinates attack with adaptive activation strategy139
Uncertainty-aware ensemble model for stride length estimation in gait analysis139
Positional normalization-based mixed-image data augmentation and ensemble self-distillation algorithm139
A Basic Sequential Variable Neighbourhood Descent and neighbourhood uses for the Beam Angle Optimisation problem138
A novel two-stage fuzzy classification method with different weight permutations for optimal GIS-based placement of wellness and sports centers138
Multi-input hybrid face presentation attack detection method based on simplified Xception and channel attention mechanism136
A comparative study for determining Covid-19 risk levels by unsupervised machine learning methods136
Riemannian submanifold framework for log-Euclidean metric learning on symmetric positive definite manifolds134
Privacy-preserving credit evaluation system based on blockchain132
Marker and dynamic geometry aware transformer for robust point cloud registration131
Novel strict intuitionistic fuzzy similarity measures-based on fuzzy negation and their applications129
MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines129
Predicting lithium-ion battery health using attention mechanism with Kolmogorov-Arnold and physics-informed neural networks128
Feature enrichment imitative reinforcement learning for high-frequency trading128
Suitability evaluation of underground space development based on Bayesian network model: A case study considering population evacuation, excavation safety, and spatial connectivity128
Latent knowledge reasoning incorporated for multi-fitting decoupling detection on electric transmission line128
DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition128
CASSED: Context-based Approach for Structured Sensitive Data Detection128
Optimizing supply chain operations using advanced Time-Series Mixer models for demand forecasting and inventory under uncertain demand127
Role of proliferation COVID-19 media chatter in predicting Indian stock market: Integrated framework of nonlinear feature transformation and advanced AI125
A Transform module to enhance lightweight attention by expanding receptive field125
Keypoints-based Heterogeneous Graph Convolutional Networks for construction125
Pareto evolutionary algorithm based on Markov chain for portfolio optimization considering profit of assets125
Unlocking hidden market segments: A data-driven approach exemplified by the electric vehicle market125
Distributed algorithm for parallel computation of the n queens solutions124
Stochastic-integration-based decision support methods for heterogeneous multi-attribute group decision making with several attribute sets124
Integrating regular expressions into neural networks for relation extraction123
HEAVEN: A Hardware-Enhanced AntiVirus ENgine to accelerate real-time, signature-based malware detection122
Aligning XAI explanations with software developers’ expectations: A case study with code smell prioritization122
Attention enhanced reinforcement learning for flexible job shop scheduling with transportation constraints121
Development and application of a hybrid forecasting framework based on improved extreme learning machine for enterprise financing risk121
Multi-modal semantics fusion model for domain relation extraction via information bottleneck121
A novel EPI-guided network with progressive fusion for light field reconstruction121
Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review120
Context-based irregular activity detection in event logs for forensic investigations: An itemset mining approach120
A multi-stage LSTM federated forecasting method for multi-loads under multi-time scales120
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]119
Non-destructive detection and quantification of corrosion damage in coated steel components with different illumination conditions118
An ILS-VND approach to dynamic pricing of perishable products116
A Dense-Sparse Complementary Network for Human Action Recognition based on RGB and Skeleton Modalities116
Genetic programming for automatic skin cancer image classification116
WaveletFusion: enhancing plant leaf disease classification with multi-scale feature extraction and explainable AI115
Incorporating global–local neighbors with Gaussian mixture embedding for few-shot knowledge graph completion115
FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning115
Construction site image dedusting via pyramid architecture based on the Taylor series115
Causality-driven attribute editing with bidirectional generative network114
Research on visual operation and maintenance platform of accelerator neutron source driven by digital twins113
A fuzzy cluster-validity index based on the topology structure and node attribute in complex networks112
Jujube-YOLO: a precise jujube fruit recognition model in unstructured environments112
An overlap function-based three-way intelligent decision model under interval-valued fuzzy information systems111
An ensemble approach for enhanced Day-Ahead price forecasting in electricity markets110
Introducing NBEATSx to realized volatility forecasting110
A new grey adaptive integrated model for forecasting renewable electricity production110
A green time-dependent traveling salesman problem with intermediate node and multiple traffic states110
Multiroute fresh produce green routing models with driver fatigue using Type-2 fuzzy logic-based DFWA109
AppleYOLO: Apple yield estimation method using improved YOLOv8 based on Deep OC-SORT109
Secure hierarchical fog computing-based architecture for industry 5.0 using an attribute-based encryption scheme108
Sparse least-squares Universum twin bounded support vector machine with adaptive 108
Medical machine learning based on multiobjective evolutionary algorithm using learning decomposition108
Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds107
Consensus reaching for large-scale group decision making: A gain-loss analysis perspective107
Multi-agent learning based UAV-assisted MEC-NOMA for cellular offloading in Internet of Things107
Assessment of Metaverse wearable technologies for smart livestock farming through a neuro quantum spherical fuzzy decision-making model106
Toward a generic information system for projects portfolio management using Physics of Decision (POD)106
Aerial drone fleet deployment optimization with endogenous battery replacements for direct delivery of time-sensitive products106
An optimized multi-head attention based fused depthwise convolutional model for lung cancer detection106
Autonomous sparse Markowitz portfolio based on two-stage accelerated forward–backward algorithm106
Combinatorial test case prioritization using hybrid Energy Valley Dwarf Mongoose Optimization approach106
Fast incremental learning by transfer learning and hierarchical sequencing105
GCD: Graph contrastive denoising module for GNNs in EEG classification104
A Kalman filter-based prediction strategy for multiobjective multitasking optimization104
Progressive semantic aggregation and structured cognitive enhancement for image–text matching104
SR_ColorNet: Multi-path attention aggregated and mask enhanced network for the super resolution and colorization of panchromatic image104
Domain adaptation extreme learning machines for regression and their application in precise modeling of cutting forces under small sample conditions104
Dual perspective denoising model for session-based recommendation104
DCCN: A dual-cross contrastive neural network for 3D point cloud representation learning103
Sequence neural network for recommendation with multi-feature fusion103
Point-of-interest recommendation model considering strength of user relationship for location-based social networks103
Detecting fake news on Chinese social media based on hybrid feature fusion method102
Optimal soft open point placement and open switch position selection simultaneously for power loss reduction on the electric distribution network102
Information sharing strategy in supply chains: The role of C2M102
A recollect-tuning method for entity and relation extraction102
Charting new avenues in financial forecasting with TimesNet: The impact of intraperiod and interperiod variations on realized volatility prediction102
Comprehensive learning TLBO with recursive precedence-based solution construction and multilevel local search for the linear ordering problem102
Exposing the Achilles’ heel of textual hate speech classifiers using indistinguishable adversarial examples102
Mixed experience sampling for off-policy reinforcement learning101
Word separation in continuous sign language using isolated signs and post-processing101
A novel adaptive generalized domain data fusion-driven kernel sparse representation classification method for intelligent bearing fault diagnosis101
SENTINEY: Securing ENcrypted mulTI-party computatIoN for Enhanced data privacY and phishing detection100
Short-term passenger flow prediction during station closures in subway systems100
A constrained multi-objective optimization algorithm based on coordinated strategy of archive and weight vectors100
Heuristic algorithms based on the isochron analysis for dynamic relocation of medical emergency vehicles100
A deep reinforcement learning method based on Hindsight experience replay for multi-objective dynamic job-shop scheduling problem100
An adversarial contrastive autoencoder for robust multivariate time series anomaly detection99
Exploring the specific capacity of different multi criteria decision making approaches under uncertainty using data from financial markets99
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm99
SFFL: Self-aware fairness federated learning framework for heterogeneous data distributions98
Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion98
Improved camouflaged detection in the large-scale images and videos with minimum boundary contrast in detection technique98
Intelligent fault diagnosis of rotating machine via Expansive dual-attention fusion Transformer enhanced by semi-supervised learning98
Novel data augmentation for improved insulation fault diagnosis under nonideal condition98
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning98
A genetic programming hyper-heuristic with whale optimization algorithm for the dynamic resource-constrained multi-project scheduling problems97
RSSD: A regional-level Resource-Saving Snow Detection Model for winter road surface maintenance97
A comparative study of physics-informed and conventional neural networks for predicting on-screen gaze points from eye-tracking data97
Early fault diagnosis of transformers based on relative deterioration analysis97
A stock time series forecasting approach incorporating candlestick patterns and sequence similarity96
Revisiting the distribution differences between color and texture information: Quaternion-driven color medical image segmentation method96
Genetic Neural Architecture Search for automatic assessment of human sperm images96
A novel framework of knowledge transfer system for construction projects based on knowledge graph and transfer learning96
Optimal cost-sensitive credit scoring using a new hybrid performance metric96
Fraud detection in publicly traded U.S firms using Beetle Antennae Search: A machine learning approach94
Learning textual features for Twitter spam detection: A systematic literature review94
PolyHope: Two-level hope speech detection from tweets94
PHGL-DDI: A pre-training based hierarchical graph learning framework for drug-drug interaction prediction94
Vessel speed prediction using latent-invariant transforms in the presence of incomplete information93
Informed anytime Bi-directional Fast Marching Tree for optimal motion planning in complex cluttered environments93
Feature structure distillation with Centered Kernel Alignment in BERT transferring93
Representing and discovering heterogeneous interactions for financial risk assessment of SMEs92
Cross-direction environmental performance evaluation based on directional distance function in data envelopment analysis92
Expected attribution prior guided interpretable framework for machine fault diagnosis92
Self-attention network-based state of charge estimation for lithium-ion batteries with gapped temperature data92
Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI92
Analysis of convolutional-based variational autoencoders for privacy protection in realtime video surveillance92
Oversized ore segmentation using SAM-enhanced U-Net with self-supervised pre-training and semi-supervised self-training92
A novel approach for wafer defect pattern classification based on topological data analysis91
Series decomposition Transformer with period-correlation for stock market index prediction91
Probabilistic memory-enhanced recognition-primed decision model and its application to pilot decision-making in midair encounters91
Real-time vehicle detection algorithm based on a lightweight You-Only-Look-Once (YOLOv5n-L) approach91
Soft-orthogonal constrained dual-stream encoder with self-supervised clustering network for brain functional connectivity data91
Two-sided matching decision-making model for complex product system based on life-cycle sustainability assessment91
LARGE: A leadership perception framework for group recommendation91
Aspect-based sentiment analysis with multi-granularity information mining and sentiment hint90
An efficient simulation model for layout and mode performance evaluation of robotic mobile fulfillment systems90
ODTE—An ensemble of multi-class SVM-based oblique decision trees90
Human activity recognition using temporal convolutional neural network architecture90
A multi-echelon fish closed-loop supply chain network problem with carbon emission and traceability89
EMF-Net: An edge-guided multi-feature fusion network for text manipulation detection89
Synchronization sampled-data control of uncertain neural networks under an asymmetric Lyapunov–Krasovskii functional method89
Financial supply chain analysis with borrower identification in smart lending platform89
Dilated convolution based RCNN using feature fusion for Low-Altitude aerial objects89
An integrated multi-objective mathematical model for sugarcane harvesting considering cumulative degree-days89
Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes88
Adaptable and Interpretable Framework for Anomaly Detection in SCADA-based industrial systems88
A bi-level hybrid algorithm for solving multi-target inspection path planning problem of mobile robot in complex radioactive indoor environment88
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines88
A robust bearing fault diagnosis method based on ensemble learning with adaptive weight selection88
Ensemble grey wolf Optimizer and its application for image segmentation87
A comparative study of nonlinear regression and autoregressive techniques in hybrid with particle swarm optimization for time-series forecasting87
Fuzzy-soft set approach for ranking the functional requirements of software87
Cross-modal generalizable medical image segmentation with dual-domain deformable transformer and multitask adaptation87
Multi-instance learning with application to the profiling of multi-victim homicides87
Text FCG: Fusing Contextual Information via Graph Learning for text classification86
Research overview and prospect in condition monitoring of compressors86
A novel approach to optimize an integrated network design and pricing of a healthcare supply chain86
A stage-based adaptive penalty method for constrained evolutionary optimization86
LightGCAN: A lightweight graph convolutional attention network for user preference modeling and personalized recommendation86
Convolutional neural network for groundwater contamination source identification86
Automating assessment of design exams: A case study of novelty evaluation86
Group-spectral superposition and position self-attention transformer for hyperspectral image classification86
Interval-enhanced Graph Transformer solution for session-based recommendation86
Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson’s disease and COVID-1986
Rail transport network reliability with train arrival delay: A reference indicator for a travel agency in tour planning86
Transformer-BLS: An efficient learning algorithm based on multi-head attention mechanism and incremental learning algorithms85
A point operator-driven approach to decision-analytic modeling for multiple criteria evaluation problems involving uncertain information based on T-spherical fuzzy sets85
A matheuristic for aircraft maintenance routing problem incorporating cruise speed control85
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