Knowledge-Based Systems

Article	Citations
Editorial Board	793
Editorial Board	604
Editorial Board	598
Editorial Board	597
Editorial Board	523
Editorial Board	440
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	384
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	342
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	272
Real noise image adjustment networks for saliency-aware stylistic color retouch	265
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	215
Concept drift detection based on decision distribution in inconsistent information system	212
Personas-based Student Grouping using reinforcement learning and linear programming	209
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	199
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	194
Prompting large language models with knowledge graphs for question answering involving long-tail facts	193
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	185
roadscene2vec: A tool for extracting and embedding road scene-graphs	184
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	174
Transferring model structure in Bayesian transfer learning for Gaussian process regression	171
Mutual information-driven self-supervised point cloud pre-training	154
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	153
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	151
Graph-Driven deep Multi-View Clustering with self-paced learning	149
Evolving subgraph matching on temporal graphs	149

Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	148
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	146
Why-not questions about spatial temporal top-k trajectory similarity search	146
GEAR: Learning graph neural network explainer via adjusting gradients	145
Multi-task ordinal regression with task weight discovery	144
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	136
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	134
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	131
Improving probability selection based weights for satisfiability problems	131
A Software Reference Architecture for Journalistic Knowledge Platforms	130
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	125
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	125
Partial multi-label learning via three-way decision-based tri-training	123
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	122
Guest Editorial: Explainable artificial intelligence for sentiment analysis	121
DistVAE: Distributed Variational Autoencoder for sequential recommendation	121
Towards improving decision tree induction by combining split evaluation measures	120
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	117
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	115
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	110
An Innovative Approach for Obstacle Avoidance and Path Planning of Mobile Robot Using Adaptive Deep Reinforcement Learning for Indoor Environment	110
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	106
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	105
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	105
Multiple sparse graphs condensation	103
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	102
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	102
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	101
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	101
Manifold-based aggregation clustering for unsupervised vehicle re-identification	101
Relation-aware multiplex heterogeneous graph neural network	100
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	99
Prediction of wind turbine blade icing fault based on selective deep ensemble model	98
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	97
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	97
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	97
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	96
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	94
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	91
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	91
Graph contrastive learning via coarsening: A time and memory efficient approach	90
A holistic view on positive and negative implicit feedback for micro-video recommendation	90
A geometry-aware generative model for face morphing attacks	88
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	88
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	87
Visual object tracking via non-local correlation attention learning	86
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	86
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization	86
Exploring better target for shadow detection	86
Alpha entropy search for new information-based Bayesian optimization	85

Aligning large language models with human preferences using historical text edits	85
Cross-modal consistency types in multimodal social data	84
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	82
Optimal subsampling for high-dimensional ridge regression	82
Privacy preservation in deep reinforcement learning: A training perspective	82
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	82
Event extraction as machine reading comprehension with question-context bridging	82
A novel robust support vector machine classifier with feature mapping	81
GL-GNN: Graph learning via the network of graphs	81
Robust deadline-aware network function parallelization framework under demand uncertainty	81
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	80
F3	79
A classification method based on dominance neighborhood granularity	79
Federated feature reconstruction with collaborative star networks	79
Long kernel distillation in human activity recognition	78
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	78
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	78
Edge-guided oceanic scene element detection	78
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	77
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	77
The mechanism of orientation detection based on color-orientation jointly selective cells	77
Topic-level knowledge sub-graphs for multi-turn dialogue generation	77
SW: A weighted space division framework for imbalanced problems with label noise	77
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	76
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	75
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	75
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	74
Collaborative association networks with cross-level attention for session-based recommendation	74
Correlation filters with adaptive convolution response fusion for object tracking	74
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	74
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	74
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	73
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	73
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	73
Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems	73
Few-shot online anomaly detection and segmentation	72
Modeling syphilis progression and disability risk with neural networks	72
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	72
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	72
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	72
Contrastive learning for fair graph representations via counterfactual graph augmentation	72
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	71
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	70
Mask-guided generative adversarial network for MRI-based CT synthesis	70
Faithful Counterfactual Visual Explanations (FCVE)	70
Bidirectional interaction of CNN and Transformer for image inpainting	70
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	69
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	69
An improvement to the interval type-2 fuzzy VIKOR method	69
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	69
Dual constraints and adversarial learning for fair recommenders	69
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	68
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	68
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	68
Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences	68
Sliced Wasserstein Weighted Multimodal MambaVision for Emotion Recognition	68
Addressing topic modeling with a multi-objective optimization approach based on swarm intelligence	67
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	67
Malicious software spread modeling and control in cyber–physical systems	67
Industrial time series determinative anomaly detection based on constraint hypergraph	67
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	66
Document-level relation extraction with three channels	66
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	66
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	66
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	65
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	65
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	65
LC3Net: Ladder	65
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	64
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	64
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	64
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	64
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	64
A prior-guided deep network for real image denoising and its applications	64
Knowledge distillation via instance-level sequence learning	64
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	64
Knowledge graph embedding by relational and entity rotation	64
An enhanced whale optimization algorithm for large scale optimization problems	64
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	63
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	63

Discriminative fuzzy K-means clustering with local structure preserv	62
A deep learning based framework for diagnosis of mild cognitive impairment	62
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	62
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	62
Combining user behavioural information at the feature level to enhance continuous authentication systems	62
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	62
Enhanced Near-Field Depth Estimation: Integrating Global and Local Path Networks	62
Editorial Board	61
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	61
Boolean matrix factorization with background knowledge	61
Editorial Board	61
Deep learning based automated vein recognition using swin transformer and super graph glue model	61
Causality-based counterfactual explanation for classification models	60
Learning node representation via Motif Coarsening	60
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	60
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	59
Structured object tracking with discriminative patch attributed relational graph	59
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	59
Score distillation for anomaly detection	59
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	59
A complementary ratio based clause selection method for contradiction separation dynamic deduction	59
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	59
Privacy-enhanced generative adversarial network with adaptive noise allocation	59
Research on the attribute reduction method based on the best approximation set	59
Label completion based concept factorization for incomplete multi-view clustering	58
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	58
Hierarchical progressive network for polarized image fusion based on significant polarization information	58
Disentangled hyperbolic representation learning for heterogeneous graphs	58
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]	58
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	58
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	58
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	58
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	58
A deep learning method for automatic evaluation of diagnostic information from multi-stained histopathological images	57
Unsupervised feature selection with high-order similarity learning	57
Diagnostic spatio-temporal transformer with faithful encoding	57
A joint training network for learning more distinguishable relation features in relation classification	57
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems	57
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance	57
A fully decentralized distributed learning algorithm for latency communication networks	57
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	57
HADA: An automated tool for hardware dimensioning of AI applications	57
A survey on temporal knowledge graph embedding: Models and applications	57
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	56
Mixture of calibrated networks for domain generalization in brain tumor segmentation	56
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	56
A bivariate Bayesian method for interval-valued regression models	56
Improving complex knowledge base question answering via structural information learning	56
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks	56
Kernel Risk-Sensitive Loss based Hyper-graph Regularized Robust Extreme Learning Machine and Its Semi-supervised Extension for Classification	55
Validating functional redundancy with mixed generative adversarial networks	55
Dual-decoding branch contrastive augmentation for image manipulation localization	55
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	55
Marshall–Olkin power-law distributions in length-frequency of entities	54
Deep regularized variational autoencoder for intelligent fault diagnosis of rotor–bearing system within entire life-cycle process	54
A graph based preordonnances theoretic supervised feature selection in high dimensional data	54
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	54
TCLNet: Turn-level contrastive learning network with reranking for dialogue state tracking	54
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	54
Fast neighborhood reconstruction with adaptive weights learning	54
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization	54
A quantitative argumentation-based Automated eXplainable Decision System for fake news detection on social media	53
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	53
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	53
MUSEDA: Multilingual Unsupervised and Supervised Embedding for Domain Adaption	52
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	52
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	52
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	52
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	52
Image classification based on enhanced learning of global and local features with structural priors	52
Markov clustering ensemble	52
A novel temporal recommendation method based on user query topic evolution	52
KAiPP: An interaction recommendation approach for knowledge aided intelligent process planning with reinforcement learning	51
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	51
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	51
Collaborative representation learning for nodes and relations via heterogeneous graph neural network	51
Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning	51
DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier	51
RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer	51
Improving the transferability of adversarial examples through neighborhood attribution	51
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	51
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	51
SiaDNN: Siamese deep neural network for anomaly detection in user behavior	51
Spatio-temporal fusion and contrastive learning for urban flow prediction	50
Document-level relation extraction using evidence reasoning on RST-GRAPH	50
Active layered topology mapping driven by road intersection	50
Coevolution modeling of group behavior and opinion based on public opinion perception	50
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	50
A Slim Prompt-Averaged Consistency prompt learning for vision–language model	49
Graph convolutional networks in language and vision: A survey	49
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	49
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	49
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion	49
Dynamic graph convolutional recurrent imputation network for spatiotemporal traffic missing data	49
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	49