Knowledge-Based Systems

Article	Citations
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	902
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	736
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	709
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	611
Multi-task ordinal regression with task weight discovery	544
Editorial Board	446
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	428
A Software Reference Architecture for Journalistic Knowledge Platforms	378
A holistic view on positive and negative implicit feedback for micro-video recommendation	346
Editorial Board	268
Editorial Board	267
Transferring model structure in Bayesian transfer learning for Gaussian process regression	240
Editorial Board	216
Evolving subgraph matching on temporal graphs	213
Editorial Board	201
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	193
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	178
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	176
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	172
Collaborative association networks with cross-level attention for session-based recommendation	166
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	164
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	164
Dual-stream and dual-branch generative adversarial network for image forgery localization	164
Faithful Counterfactual Visual Explanations (FCVE)	155
Mutual information-driven self-supervised point cloud pre-training	152

Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	150
DistVAE: Distributed Variational Autoencoder for sequential recommendation	147
Enhanced near-field depth estimation: Integrating global and local path networks	146
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	137
Aligning large language models with human preferences using historical text edits	137
Federated feature reconstruction with collaborative star networks	137
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	136
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	133
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	132
Monotonic learning in the PAC framework: A new perspective	131
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	131
GL-GNN: Graph learning via the network of graphs	130
Towards improving decision tree induction by combining split evaluation measures	124
Privacy preservation in deep reinforcement learning: A training perspective	122
Cross-modal consistency types in multimodal social data	121
A classification method based on dominance neighborhood granularity	121
Alpha entropy search for new information-based Bayesian optimization	121
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	120
Real noise image adjustment networks for saliency-aware stylistic color retouch	118
LC3Net: Ladder	116
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	114
Long kernel distillation in human activity recognition	113
Exploring better target for shadow detection	112
roadscene2vec: A tool for extracting and embedding road scene-graphs	110
The mechanism of orientation detection based on color-orientation jointly selective cells	108
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	107
Sliced Wasserstein weighted multimodal mambavision for emotion recognition	105
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	103
A novel robust support vector machine classifier with feature mapping	103
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	103
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	102
Malicious software spread modeling and control in cyber–physical systems	101
Multiple sparse graphs condensation	100
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	100
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	98
Knowledge-guided distribution alignment for cross-domain few-shot learning	96
Edge-guided oceanic scene element detection	96
A multi-typed multi-relational heterogeneous graph neural network model for complex networks	95
Concept drift detection based on decision distribution in inconsistent information system	94
Guest Editorial: Explainable artificial intelligence for sentiment analysis	94
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	93
Visual object tracking via non-local correlation attention learning	93
Relation-aware multiplex heterogeneous graph neural network	92
Mask-guided generative adversarial network for MRI-based CT synthesis	92
GEAR: Learning graph neural network explainer via adjusting gradients	92
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	92
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	92
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	91
Multi-view enhanced truck re-identification	89

Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	89
Personas-based Student Grouping using reinforcement learning and linear programming	89
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	89
Trust-aware energy-efficient and secure routing in MANETs using explicit feature interaction graph neural networks	89
Document-level relation extraction with three channels	88
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	88
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	87
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	87
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	87
A deep learning based framework for diagnosis of mild cognitive impairment	87
Discriminative fuzzy K-means clustering with local structure preserv	86
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	86
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	86
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	85
Improving probability selection based weights for satisfiability problems	85
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	85
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	85
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	85
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	85
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	84
Prompting large language models with knowledge graphs for question answering involving long-tail facts	84
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	84
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	83
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	83
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	83
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	83
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	82
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	82
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	81
FSMamba: A Dual-Expert Architecture with Fast Global Attention and Local-Enhanced State-space Mamba for Time Series Forecasting	80
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	80
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	79
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	78
Prediction of wind turbine blade icing fault based on selective deep ensemble model	78
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	78
A prior-guided deep network for real image denoising and its applications	78
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	78
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	78
Optimal subsampling for high-dimensional ridge regression	76
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	76
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	76
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	76
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	76
Combining user behavioural information at the feature level to enhance continuous authentication systems	76
Graph-Free Kernel Discriminant Analysis for Noise-Resilient Label Spreading	76
Robust deadline-aware network function parallelization framework under demand uncertainty	76
A geometry-aware generative model for face morphing attacks	75
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	75
A feature shuffling and restoration strategy for universal unsupervised anomaly detection	75
Dual constraints and adversarial learning for fair recommenders	75
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	75
MonoPAM: Roadside monocular 3D object detection with polygonal attention mechanism	75
Few-shot online anomaly detection and segmentation	75
A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	75
SW: A weighted space division framework for imbalanced problems with label noise	74
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	74
Graph-Driven deep Multi-View Clustering with self-paced learning	74
Bridging element fragmentation and inter-view discontinuity via directional geometric embeddings for cross-modal map construction	73
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	73
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	73
Interpretable deep network harnessing spectral variability similarity for accurate hyperspectral unmixing	73
Bidirectional interaction of CNN and Transformer for image inpainting	73
Fine-grained multivariate time series anomaly detection via causal inference	73
Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	72
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	72
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	72
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	72
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	72
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	71
Optimized task offloading with energy efficient communication and optimal offloading network: a mobility and energy-efficient approach for augmented reality in mobile edge computing	71
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	71
Partial multi-label learning via three-way decision-based tri-training	71
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	71
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	71
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	71
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	71
Modeling syphilis progression and disability risk with neural networks	71
An improvement to the interval type-2 fuzzy VIKOR method	70
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	69
Event extraction as machine reading comprehension with question-context bridging	69

Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	69
Contrastive learning for fair graph representations via counterfactual graph augmentation	69
F3	69
Manifold-based aggregation clustering for unsupervised vehicle re-identification	69
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	69
Graph contrastive learning via coarsening: A time and memory efficient approach	68
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	68
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	67
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	67
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	67
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	67
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	67
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	67
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	66
Ensemble-based feature selection and optimization-driven deep learning for attack detection in cloud computing	66
Cross-subject generalizable representation learning with class-subject dual labels for biosignals	66
Sequential node search for faster neural architecture search	65
A fully decentralized distributed learning algorithm for latency communication networks	65
Active layered topology mapping driven by road intersection	65
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	65
Uninorm-like parametric activation functions for human-understandable neural models	64
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	64
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	64
Dronetology: A domain ontology for UAS applications	63
Robust collaborative clustering approach with adaptive local structure learning	63
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	63
A machine learning approach for detecting cybersecurity vulnerabilities in the internet of medical things	63
A novel smart street intervention mechanism using clustering-based path optimization for street networks	63
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	63
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	63
Mutual-Taught Deep Clustering	62
A joint training network for learning more distinguishable relation features in relation classification	62
FedECP: Enhancing global collaboration and local personalization for personalized federated learning	62
Development of heuristic adapted serial-based deep learning for efficient adversarial malware detection framework in windows	62
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	62
GraphBSSN: A simple yet effective generative method for node classification in class-imbalanced graphs	62
Diagnostic spatio-temporal transformer with faithful encoding	61
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	61
Editorial Board	61
Learning node representation via Motif Coarsening	60
Research on the attribute reduction method based on the best approximation set	60
Boolean matrix factorization with background knowledge	60
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	60
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	60
Statistical Drift Detection Ensemble for batch processing of data streams	60
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	59
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	59
Marshall–Olkin power-law distributions in length-frequency of entities	59
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	59
Fast neighborhood reconstruction with adaptive weights learning	59
Dual-decoding branch contrastive augmentation for image manipulation localization	58
Image classification based on enhanced learning of global and local features with structural priors	58
Scenario-based self-learning transfer framework for multi-task optimization problems	58
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	58
MUSEDA: Multilingual Unsupervised and Supervised Embedding for Domain Adaption	58
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	58
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	58
Improving complex knowledge base question answering via structural information learning	58
Disentangled hyperbolic representation learning for heterogeneous graphs	58
Mining fuzzy local periodic activity pattern for Smart home applications	57
Federated learning with integration of decision making method and various machine learning algorithms for Alzheimer’s prediction	57
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	57
Prostate cancer forecasting in small samples based on lightweight neural networks using ensemble learning	57
A safe reinforcement learning algorithm for supervisory control of power plants	57
Deep learning based automated vein recognition using swin transformer and super graph glue model	57
AGA: An adaptive group alignment framework for structured medical cross-modal representation learning	57
Malsite-Deep: Prediction of protein malonylation sites through deep learning and multi-information fusion based on NearMiss-2 strategy	57
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	56
A Slim Prompt-Averaged Consistency prompt learning for vision–language model	56
A topology-aware multiscale feature fusion network for EEG-based motor imagery decoding	56
Score distillation for anomaly detection	55
Hierarchical progressive network for polarized image fusion based on significant polarization information	55
Adaptive exploration for few-shot incremental learning	55
Bias-in-debias-out: Hierarchical channel-spatial bias calibration for cross-domain few-shot classification	55
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	55
Multi-view multi-behavior interest learning network and contrastive learning for multi-behavior recommendation	55
Information bottleneck-guided KNN contrastive hashing for unsupervised cross-modal retrieval	55
Efficient yet secure: An archive knowledge graph-enhanced native sparse attention network for lightweight privacy-preserving recommendation	55
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	55
Constrained evolutionary optimization based on reinforcement learning using the objective function and constraints	55
IMFND: In-context multimodal fake news detection with large visual-language models	54
Fight fire with fire: A heterogeneous graph neural network fairness framework based on heterogeneous neutralization information pre-propagation	54
A dynamically interactable framework with dual-channel security: GAN-based speech steganography for concealed dialogues	54
Enhancing bug localization with bug report decomposition and code hierarchical network	54
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV	54
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	54
CGC-GS: Cross geometric cues constrained Gaussian splatting	54
ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios	53
KAiPP: An interaction recommendation approach for knowledge aided intelligent process planning with reinforcement learning	53
HADA: An automated tool for hardware dimensioning of AI applications	53
Using dynamic knowledge graphs to detect emerging communities of knowledge	53
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition	53
A novel temporal recommendation method based on user query topic evolution	53
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	53
DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier	53