Knowledge-Based Systems

Article	Citations
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	879
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	712
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	690
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	598
Multi-task ordinal regression with task weight discovery	530
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	430
Editorial Board	425
A Software Reference Architecture for Journalistic Knowledge Platforms	352
A holistic view on positive and negative implicit feedback for micro-video recommendation	335
Editorial Board	261
Topic-level knowledge sub-graphs for multi-turn dialogue generation	256
Editorial Board	231
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	212
Transferring model structure in Bayesian transfer learning for Gaussian process regression	207
Evolving subgraph matching on temporal graphs	199
Editorial Board	178
Editorial Board	177
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	173
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	166
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	162
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	162
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	159
SW: A weighted space division framework for imbalanced problems with label noise	155
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	154
Towards improving decision tree induction by combining split evaluation measures	145

Dual constraints and adversarial learning for fair recommenders	145
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	144
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	136
Industrial time series determinative anomaly detection based on constraint hypergraph	136
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	133
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	133
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	132
A prior-guided deep network for real image denoising and its applications	132
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	127
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	126
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	125
Collaborative association networks with cross-level attention for session-based recommendation	122
Trust-aware energy-efficient and secure routing in MANETs using explicit feature interaction graph neural networks	122
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	121
Dual-stream and dual-branch generative adversarial network for image forgery localization	120
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	120
Faithful Counterfactual Visual Explanations (FCVE)	119
Mutual information-driven self-supervised point cloud pre-training	118
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	117
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	116
DistVAE: Distributed Variational Autoencoder for sequential recommendation	115
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	112
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	112
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	111
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	111
Graph contrastive learning via coarsening: A time and memory efficient approach	108
Aligning large language models with human preferences using historical text edits	107
Federated feature reconstruction with collaborative star networks	107
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	106
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	106
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	103
Visual object tracking via non-local correlation attention learning	102
Multi-view enhanced truck re-identification	102
Combining user behavioural information at the feature level to enhance continuous authentication systems	100
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	99
Privacy preservation in deep reinforcement learning: A training perspective	98
Enhanced near-field depth estimation: Integrating global and local path networks	98
Robust deadline-aware network function parallelization framework under demand uncertainty	95
A classification method based on dominance neighborhood granularity	94
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	93
Cross-modal consistency types in multimodal social data	93
Alpha entropy search for new information-based Bayesian optimization	93
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	92
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	91
Real noise image adjustment networks for saliency-aware stylistic color retouch	91
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	91
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	91
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	90
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	89
GEAR: Learning graph neural network explainer via adjusting gradients	89

roadscene2vec: A tool for extracting and embedding road scene-graphs	89
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	89
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	89
The mechanism of orientation detection based on color-orientation jointly selective cells	89
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	88
A multi-typed multi-relational heterogeneous graph neural network model for complex networks	87
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	87
Personas-based Student Grouping using reinforcement learning and linear programming	87
Knowledge-guided distribution alignment for cross-domain few-shot learning	87
Modeling syphilis progression and disability risk with neural networks	86
Concept drift detection based on decision distribution in inconsistent information system	86
A novel robust support vector machine classifier with feature mapping	85
Sliced Wasserstein weighted multimodal mambavision for emotion recognition	85
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	85
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	85
LC3Net: Ladder	84
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	84
Multiple sparse graphs condensation	84
Discriminative fuzzy K-means clustering with local structure preserv	84
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	82
Manifold-based aggregation clustering for unsupervised vehicle re-identification	82
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	82
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	82
Malicious software spread modeling and control in cyber–physical systems	82
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	81
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	80
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	80
Bidirectional interaction of CNN and Transformer for image inpainting	80
Long kernel distillation in human activity recognition	80
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	80
Exploring better target for shadow detection	80
Prompting large language models with knowledge graphs for question answering involving long-tail facts	79
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	79
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	79
Fine-grained multivariate time series anomaly detection via causal inference	76
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	76
Bridging element fragmentation and inter-view discontinuity via directional geometric embeddings for cross-modal map construction	76
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	76
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	76
Edge-guided oceanic scene element detection	75
Event extraction as machine reading comprehension with question-context bridging	75
An improvement to the interval type-2 fuzzy VIKOR method	75
Interpretable deep network harnessing spectral variability similarity for accurate hyperspectral unmixing	75
A deep learning based framework for diagnosis of mild cognitive impairment	75
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	74
Knowledge distillation via instance-level sequence learning	74
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	74
Few-shot online anomaly detection and segmentation	73
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	73
MonoPAM: Roadside monocular 3D object detection with polygonal attention mechanism	73
Improving probability selection based weights for satisfiability problems	73
Guest Editorial: Explainable artificial intelligence for sentiment analysis	73
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	72
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	72
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	72
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	72
Relation-aware multiplex heterogeneous graph neural network	72
Document-level relation extraction with three channels	72
A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	72
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	72
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	71
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	71
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	71
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	71
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	71
A geometry-aware generative model for face morphing attacks	71
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	71
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	71
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	71
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	70
Partial multi-label learning via three-way decision-based tri-training	70
Prediction of wind turbine blade icing fault based on selective deep ensemble model	70
F3	70
Contrastive learning for fair graph representations via counterfactual graph augmentation	70
Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	69
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	69
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	69
An enhanced whale optimization algorithm for large scale optimization problems	69
Graph-Driven deep Multi-View Clustering with self-paced learning	69
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	69

SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	69
GL-GNN: Graph learning via the network of graphs	68
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	67
Optimized task offloading with energy efficient communication and optimal offloading network: a mobility and energy-efficient approach for augmented reality in mobile edge computing	67
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	67
Mask-guided generative adversarial network for MRI-based CT synthesis	67
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	67
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	67
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	67
Monotonic learning in the PAC framework: A new perspective	67
Optimal subsampling for high-dimensional ridge regression	66
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	66
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	66
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	66
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	65
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	65
Expression of Concern: “Fusing multi-source quality statistical data for construction risk assessment and warning based on deep learning” [Knowledge-Based Systems, Volume 284, 25 January 2024, 111223]	65
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	65
Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning	65
A feature shuffling and restoration strategy for universal unsupervised anomaly detection	65
Ensemble-based feature selection and optimization-driven deep learning for attack detection in cloud computing	65
Cross-subject generalizable representation learning with class-subject dual labels for biosignals	65
Active layered topology mapping driven by road intersection	64
Sequential node search for faster neural architecture search	64
A fully decentralized distributed learning algorithm for latency communication networks	63
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	63
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	63
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	63
A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems	62
Marshall–Olkin power-law distributions in length-frequency of entities	62
Scenario-based self-learning transfer framework for multi-task optimization problems	62
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	62
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	62
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	62
Improving complex knowledge base question answering via structural information learning	62
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	61
Dual-decoding branch contrastive augmentation for image manipulation localization	61
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	61
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	60
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	60
Disentangled hyperbolic representation learning for heterogeneous graphs	60
Image classification based on enhanced learning of global and local features with structural priors	60
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	60
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	59
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	59
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization	59
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	58
Fast neighborhood reconstruction with adaptive weights learning	58
A machine learning approach for detecting cybersecurity vulnerabilities in the internet of medical things	58
DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier	58
A dynamically interactable framework with dual-channel security: GAN-based speech steganography for concealed dialogues	58
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	58
A novel smart street intervention mechanism using clustering-based path optimization for street networks	58
SiaDNN: Siamese deep neural network for anomaly detection in user behavior	57
Learning node representation via Motif Coarsening	57
Development of heuristic adapted serial-based deep learning for efficient adversarial malware detection framework in windows	57
Research on the attribute reduction method based on the best approximation set	57
A bivariate Bayesian method for interval-valued regression models	57
ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios	56
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	56
Uninorm-like parametric activation functions for human-understandable neural models	56
HADA: An automated tool for hardware dimensioning of AI applications	56
Robust collaborative clustering approach with adaptive local structure learning	56
Enhancing bug localization with bug report decomposition and code hierarchical network	56
Statistical Drift Detection Ensemble for batch processing of data streams	56
A novel temporal recommendation method based on user query topic evolution	56
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	55
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition	55
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	55
Hierarchical progressive network for polarized image fusion based on significant polarization information	54
Validating functional redundancy with mixed generative adversarial networks	54
Editorial Board	54
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	54
Boolean matrix factorization with background knowledge	54
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	54
Dronetology: A domain ontology for UAS applications	54
A joint training network for learning more distinguishable relation features in relation classification	54
Diagnostic spatio-temporal transformer with faithful encoding	54
Single image dehazing with an independent Detail-Recovery Network	53
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	53
CANet: Comprehensive Attention Network for video-based action recognition	53
Mutual-Taught Deep Clustering	53
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	53
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	53
GraphBSSN: A simple yet effective generative method for node classification in class-imbalanced graphs	53
FedECP: Enhancing global collaboration and local personalization for personalized federated learning	53
MUSEDA: Multilingual Unsupervised and Supervised Embedding for Domain Adaption	52
Fight fire with fire: A heterogeneous graph neural network fairness framework based on heterogeneous neutralization information pre-propagation	52
Deep learning based automated vein recognition using swin transformer and super graph glue model	52
Markov clustering ensemble	52
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	52
A new approach to the bi-criteria multi-period fuzzy portfolio selection	52
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV	52
Causality-based counterfactual explanation for classification models	52
CGC-GS: Cross geometric cues constrained Gaussian splatting	51