Knowledge-Based Systems

Article	Citations
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	874
Mutual information-driven self-supervised point cloud pre-training	799
Enhanced near-field depth estimation: Integrating global and local path networks	649
Federated feature reconstruction with collaborative star networks	533
GL-GNN: Graph learning via the network of graphs	511
SW: A weighted space division framework for imbalanced problems with label noise	387
Exploring better target for shadow detection	318
GEAR: Learning graph neural network explainer via adjusting gradients	298
Collaborative association networks with cross-level attention for session-based recommendation	268
Improving probability selection based weights for satisfiability problems	268
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	260
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	215
Editorial Board	198
Editorial Board	196
Editorial Board	192
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	188
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	185
Malicious software spread modeling and control in cyber–physical systems	184
Edge-guided oceanic scene element detection	174
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	166
Multi-view enhanced truck re-identification	164
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	161
Trust-aware energy-efficient and secure routing in MANETs using explicit feature interaction graph neural networks	161
A classification method based on dominance neighborhood granularity	154
Alpha entropy search for new information-based Bayesian optimization	153

A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	152
Cross-modal consistency types in multimodal social data	152
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	141
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	140
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	139
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	134
Interpretable deep network harnessing spectral variability similarity for accurate hyperspectral unmixing	132
Graph contrastive learning via coarsening: A time and memory efficient approach	129
Optimized task offloading with energy efficient communication and optimal offloading network: a mobility and energy-efficient approach for augmented reality in mobile edge computing	125
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	124
Towards improving decision tree induction by combining split evaluation measures	124
The mechanism of orientation detection based on color-orientation jointly selective cells	123
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	122
MAdaKron: A mixture-of-AdaKron adapters	121
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	121
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	119
Graph-free kernel discriminant analysis for noise-resilient label spreading	118
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	116
A geometry-aware generative model for face morphing attacks	116
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	116
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	115
FSMamba: A dual-expert architecture with fast global attention and local-enhanced state-space mamba for time series forecasting	115
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	113
Partial multi-label learning via three-way decision-based tri-training	112
A feature shuffling and restoration strategy for universal unsupervised anomaly detection	112
MonoPAM: Roadside monocular 3D object detection with polygonal attention mechanism	110
Dual dynamic graph attention network driven deep reinforcement learning for flexible job-Shop scheduling	110
Optical-to-SAR domain adaptation with inversion regularization for unsupervised ship detection	106
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	106
Document-level relation extraction with three channels	104
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	102
Bridging element fragmentation and inter-view discontinuity via directional geometric embeddings for cross-modal map construction	101
Visual object tracking via non-local correlation attention learning	101
Monotonic learning in the PAC framework: A new perspective	101
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	100
A cluster aggregation-based personalized federated learning framework for wind turbine gearbox fault diagnosis under model heterogeneity	100
A prior-guided deep network for real image denoising and its applications	99
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	98
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	98
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	98
Robust deadline-aware network function parallelization framework under demand uncertainty	98
Contrastive learning for fair graph representations via counterfactual graph augmentation	97
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	96
Long kernel distillation in human activity recognition	96
Knowledge-guided distribution alignment for cross-domain few-shot learning	95
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	94
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	94
Enhanced phishing detection using multimodal data	93
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	92
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	92

What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	92
DistVAE: Distributed Variational Autoencoder for sequential recommendation	90
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	90
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	90
Multiple sparse graphs condensation	89
Three-way role-arbitration outlier detection based on bi-level granular-ball knowledge representation	89
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	88
Fine-grained multivariate time series anomaly detection via causal inference	88
Privacy preservation in deep reinforcement learning: A training perspective	87
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	87
MRDNet: Multivariable Relational Decomposition Network for Multivariate Time Series Forecasting	87
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	86
Sliced Wasserstein weighted multimodal mambavision for emotion recognition	85
A Software Reference Architecture for Journalistic Knowledge Platforms	85
Mask-guided generative adversarial network for MRI-based CT synthesis	85
Evolving subgraph matching on temporal graphs	84
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	84
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	84
Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention	84
Few-shot online anomaly detection and segmentation	84
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	84
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	83
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	83
Concept drift detection based on decision distribution in inconsistent information system	83
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	83
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	82
An improvement to the interval type-2 fuzzy VIKOR method	82
Bidirectional interaction of CNN and Transformer for image inpainting	82
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	82
Multi-task ordinal regression with task weight discovery	82
FedTDC: Federated teacher-guided distillation with representation and aggregation calibration	81
Clustering structure identification with ordering graph	81
Explainable brain tumor segmentation via attention-guided hybrid CNN–Transformer–Mamba network	81
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	80
Graph-Driven deep Multi-View Clustering with self-paced learning	80
Event extraction as machine reading comprehension with question-context bridging	79
Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	79
Dual-stream and dual-branch generative adversarial network for image forgery localization	78
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	78
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	78
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	78
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	76
Relation-aware multiplex heterogeneous graph neural network	76
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	76
Transferring model structure in Bayesian transfer learning for Gaussian process regression	75
Modeling syphilis progression and disability risk with neural networks	75
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	75
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	75
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	74
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	74
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	74
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	74
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	73
Discriminative fuzzy K-means clustering with local structure preserv	73
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	73
Predictive deep learning framework for analyzing customer churn and loyalty behaviour in the banking sector	72
CAFP: A post-processing framework for group fairness via counterfactual model averaging	72
Personas-based Student Grouping using reinforcement learning and linear programming	72
Complex wavelet convolutional neural network for interpretable and robust seizure prediction	72
RAQAG : A framework for automatically generating Q&A datasets with retrieval-augmented generation	72
A novel robust support vector machine classifier with feature mapping	72
UGSCE-BNN: An uncertainty-guided symmetric cross-entropy Bayesian neural network for industrial time series forecasting	72
FedPDM: Representation enhanced federated learning with privacy preserving diffusion models	71
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	71
Beyond feature concatenation: Mutual information-driven fusion for multimodal sequential recommendation	70
SDD-Fuse: A multi-modality image fusion framework based on the spiking diffusion fusion model	70
Towards effective few-shot OOD detection for text-attributed graphs via topology-Text consensus modeling	70
SP-Det: Self-prompted dual-text fusion for generalized multi-label lesion detection	70
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	70
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	70
Novel defense strategies for concurrent data and model poisoning attacks in federated learning	69
ACT: Anomaly-aware causal transformer with mixture-of-experts for time-series forecasting	69
A holistic view on positive and negative implicit feedback for micro-video recommendation	69
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	68
Prompting large language models with knowledge graphs for question answering involving long-tail facts	68
Aligning large language models with human preferences using historical text edits	67
A deep learning based framework for diagnosis of mild cognitive impairment	67
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	67
A multi-typed multi-relational heterogeneous graph neural network model for complex networks	66
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	66

Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	66
F3	65
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	65
Optimal subsampling for high-dimensional ridge regression	65
MAR-GCN: A meta-action refinement graph convolutional network for skeleton-based human action recognition	64
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	64
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	63
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	63
Faithful Counterfactual Visual Explanations (FCVE)	63
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	63
RMViM-Net: Residual multi-path vision mamba with graph interaction attention for medical image segmentation	63
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	63
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	62
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	62
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	62
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	62
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	62
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	62
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	61
Latent Transformer Diffusion Domain-adaptive network for cross-domain seismic data reconstruction	61
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	61
An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing	61
Multi-Hypergraph fusion for network-wide traffic flow prediction: A spatiotemporal hypergraph neural network	61
A safe reinforcement learning algorithm for supervisory control of power plants	61
Scenario-based self-learning transfer framework for multi-task optimization problems	60
MUSEDA: Multilingual Unsupervised and Supervised Embedding for Domain Adaption	60
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	60
Bias-in-debias-out: Hierarchical channel-spatial bias calibration for cross-domain few-shot classification	60
Score distillation for anomaly detection	59
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	59
A graph based preordonnances theoretic supervised feature selection in high dimensional data	59
A machine learning approach for detecting cybersecurity vulnerabilities in the internet of medical things	59
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	59
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	59
Graph convolutional networks in language and vision: A survey	59
Prostate cancer forecasting in small samples based on lightweight neural networks using ensemble learning	58
A fine-tuned end-to-end model based on adversarial training for entity recognition in cybersecurity	58
Fast neighborhood reconstruction with adaptive weights learning	58
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks	58
Deep learning based automated vein recognition using swin transformer and super graph glue model	57
ECH3OA: An E	57
Single image dehazing with an independent Detail-Recovery Network	57
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	56
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	56
Disentangled hyperbolic representation learning for heterogeneous graphs	56
Enhancing bug localization with bug report decomposition and code hierarchical network	56
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	56
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	56
Image classification based on enhanced learning of global and local features with structural priors	56
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition	55
Sequential node search for faster neural architecture search	55
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	55
Improving the transferability of adversarial examples through neighborhood attribution	55
Eliminating backdoor attacks on Vision Kolmogorov-Arnold networks via fine-function pruning	55
Recurrent neural networks with attention mechanisms and dimensionality reduction for accurate data-driven modelling of antennas	55
A dynamically interactable framework with dual-channel security: GAN-based speech steganography for concealed dialogues	55
Hierarchical progressive network for polarized image fusion based on significant polarization information	55
A complementary ratio based clause selection method for contradiction separation dynamic deduction	55
Adaptive exploration for few-shot incremental learning	55
Learning node representation via Motif Coarsening	55
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation	54
Two-stage Unidirectional Fusion Network for RGBT tracking	54
A fully decentralized distributed learning algorithm for latency communication networks	54
Cognitive-based adaptive scenarios in educational games using fuzzy reasoning	54
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	53
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance	53
A topology-aware multiscale feature fusion network for EEG-based motor imagery decoding	53
Fed3Scale: A cloud-edge-client tri-scale collaborative semi-supervised hierarchical federated learning framework	53
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	53
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	53
Causality-based counterfactual explanation for classification models	53
DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier	53
Coevolution modeling of group behavior and opinion based on public opinion perception	53
Counterfactual Residual Contrastive Learning for mitigating sycophancy in Large Vision Language Models	53
Research on the attribute reduction method based on the best approximation set	52
Efficient yet secure: An archive knowledge graph-enhanced native sparse attention network for lightweight privacy-preserving recommendation	52
HiGT-Fuse: Hierarchical Graph-Transformer Fusion Framework for Self-Supervised Howling Detection and Filtering	52
Uninorm-like parametric activation functions for human-understandable neural models	52
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	52
Editorial Board	52
A novel smart street intervention mechanism using clustering-based path optimization for street networks	52
AGA: An adaptive group alignment framework for structured medical cross-modal representation learning	52
A joint training network for learning more distinguishable relation features in relation classification	52
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	52
Federated learning with integration of decision making method and various machine learning algorithms for Alzheimer’s prediction	51
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	51
USER: User-Side modality representation enhancement for multimodal recommendation	51
A Slim Prompt-Averaged Consistency prompt learning for vision–language model	51
MCT-Net: Multi-hierarchical cross transformer for hyperspectral and multispectral image fusion	51
Collaborative representation learning for nodes and relations via heterogeneous graph neural network	51
Information bottleneck-guided KNN contrastive hashing for unsupervised cross-modal retrieval	51
A survey on temporal knowledge graph embedding: Models and applications	50
FedGA: A greedy approach to enhance federated learning with Non-IID data	50
Synthetic tabular data generation using a VAE-GAN architecture	50
A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems	50