Knowledge-Based Systems

Article	Citations
Editorial Board	815
Editorial Board	639
Editorial Board	620
Editorial Board	548
Editorial Board	458
Editorial Board	392
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	367
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	286
Real noise image adjustment networks for saliency-aware stylistic color retouch	271
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	247
Concept drift detection based on decision distribution in inconsistent information system	225
Personas-based Student Grouping using reinforcement learning and linear programming	223
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	204
Prompting large language models with knowledge graphs for question answering involving long-tail facts	201
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	197
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	189
Transferring model structure in Bayesian transfer learning for Gaussian process regression	187
Mutual information-driven self-supervised point cloud pre-training	175
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	172
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	157
Graph-Driven deep Multi-View Clustering with self-paced learning	154
Why-not questions about spatial temporal top-k trajectory similarity search	153
GEAR: Learning graph neural network explainer via adjusting gradients	151
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	151
Multi-task ordinal regression with task weight discovery	151

Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	148
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	147
A Software Reference Architecture for Journalistic Knowledge Platforms	139
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	139
Improving probability selection based weights for satisfiability problems	139
Partial multi-label learning via three-way decision-based tri-training	138
Guest Editorial: Explainable artificial intelligence for sentiment analysis	132
Towards improving decision tree induction by combining split evaluation measures	128
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	126
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	126
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	125
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	124
Relation-aware multiplex heterogeneous graph neural network	123
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	122
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	121
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	115
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	115
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	112
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	112
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	109
Graph contrastive learning via coarsening: A time and memory efficient approach	107
A holistic view on positive and negative implicit feedback for micro-video recommendation	106
A geometry-aware generative model for face morphing attacks	106
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	105
Visual object tracking via non-local correlation attention learning	104
Alpha entropy search for new information-based Bayesian optimization	104
Aligning large language models with human preferences using historical text edits	103
Cross-modal consistency types in multimodal social data	101
Event extraction as machine reading comprehension with question-context bridging	101
Optimal subsampling for high-dimensional ridge regression	101
Privacy preservation in deep reinforcement learning: A training perspective	100
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	100
GL-GNN: Graph learning via the network of graphs	98
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	97
Faithful Counterfactual Visual Explanations (FCVE)	95
Dual constraints and adversarial learning for fair recommenders	92
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	91
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	91
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	90
Document-level relation extraction with three channels	90
Knowledge distillation via instance-level sequence learning	89
LC3Net: Ladder	89
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	88
A prior-guided deep network for real image denoising and its applications	88
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	87
Robust deadline-aware network function parallelization framework under demand uncertainty	87
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	87
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	87
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	86
F3	86

Federated feature reconstruction with collaborative star networks	84
Topic-level knowledge sub-graphs for multi-turn dialogue generation	83
A classification method based on dominance neighborhood granularity	83
Edge-guided oceanic scene element detection	83
SW: A weighted space division framework for imbalanced problems with label noise	82
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	82
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	81
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	81
The mechanism of orientation detection based on color-orientation jointly selective cells	81
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	80
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	80
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	80
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	80
Correlation filters with adaptive convolution response fusion for object tracking	80
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	79
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	79
Collaborative association networks with cross-level attention for session-based recommendation	79
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	78
Dual-stream and dual-branch generative adversarial network for image forgery localization	77
Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems	77
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	77
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	77
Few-shot online anomaly detection and segmentation	77
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	76
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization	76
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	76
Discriminative fuzzy K-means clustering with local structure preserv	76
Malicious software spread modeling and control in cyber–physical systems	76
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	76
Mask-guided generative adversarial network for MRI-based CT synthesis	76
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	75
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	75
Evolving subgraph matching on temporal graphs	75
Industrial time series determinative anomaly detection based on constraint hypergraph	74
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	73
Bidirectional interaction of CNN and Transformer for image inpainting	73
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	73
Multiple sparse graphs condensation	73
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	72
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	72
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	72
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	72
Knowledge graph embedding by relational and entity rotation	71
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	71
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	71
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	70
Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences	70
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	69
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	69
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	69
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	69
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	69
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	68
DistVAE: Distributed Variational Autoencoder for sequential recommendation	68
Manifold-based aggregation clustering for unsupervised vehicle re-identification	68
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	67
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	67
An enhanced whale optimization algorithm for large scale optimization problems	67
Modeling syphilis progression and disability risk with neural networks	67
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	67
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	67
Exploring better target for shadow detection	66
Prediction of wind turbine blade icing fault based on selective deep ensemble model	66
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	66
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	66
Contrastive learning for fair graph representations via counterfactual graph augmentation	65
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	65
Long kernel distillation in human activity recognition	65
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	65
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	65
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	65
roadscene2vec: A tool for extracting and embedding road scene-graphs	65
A novel robust support vector machine classifier with feature mapping	64
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	64
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	64
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	64
Combining user behavioural information at the feature level to enhance continuous authentication systems	64
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	64
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	64
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	64

Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	63
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	63
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	63
An improvement to the interval type-2 fuzzy VIKOR method	63
A deep learning based framework for diagnosis of mild cognitive impairment	62
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	62
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	62
A complementary ratio based clause selection method for contradiction separation dynamic deduction	61
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	61
Research on the attribute reduction method based on the best approximation set	61
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	61
Causality-based counterfactual explanation for classification models	61
Learning node representation via Motif Coarsening	61
Score distillation for anomaly detection	61
Editorial Board	61
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	61
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	61
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	61
Boolean matrix factorization with background knowledge	61
Disentangled hyperbolic representation learning for heterogeneous graphs	60
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]	60
Label completion based concept factorization for incomplete multi-view clustering	60
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	60
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	60
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	59
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	59
A survey on temporal knowledge graph embedding: Models and applications	59
A fully decentralized distributed learning algorithm for latency communication networks	59
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	59
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	59
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	59
Hierarchical progressive network for polarized image fusion based on significant polarization information	59
Development of heuristic adapted serial-based deep learning for efficient adversarial malware detection framework in windows	59
A joint training network for learning more distinguishable relation features in relation classification	59
Ensemble-based feature selection and optimization-driven deep learning for attack detection in cloud computing	58
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems	58
Diagnostic spatio-temporal transformer with faithful encoding	58
HADA: An automated tool for hardware dimensioning of AI applications	58
Scenario-based self-learning transfer framework for multi-task optimization problems	58
Unsupervised feature selection with high-order similarity learning	58
Improving RGB-D salient object detection by addressing inconsistent saliency problems	57
The mitigation of heterogeneity in temporal scale among different cortical regions for EEG emotion recognition	57
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition	57
Dual-decoding branch contrastive augmentation for image manipulation localization	57
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	57
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	57
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	56
Aspect-level sentiment classification based on attention-BiLSTM model and transfer learning	56
Markov clustering ensemble	56
Using dynamic knowledge graphs to detect emerging communities of knowledge	56
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	56
Marshall–Olkin power-law distributions in length-frequency of entities	56
CANet: Comprehensive Attention Network for video-based action recognition	56
Multi-view multi-behavior interest learning network and contrastive learning for multi-behavior recommendation	56
Privacy-enhanced generative adversarial network with adaptive noise allocation	56
Competitive influence maximization considering inactive nodes and community homophily	55
Document-level relation extraction using evidence reasoning on RST-GRAPH	55
Prostate Cancer Forecasting in Small Samples Based on Lightweight Neural Networks Using Ensemble Learning	54
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	54
Information Bottleneck-Guided KNN Contrastive Hashing for Unsupervised Cross-Modal Retrieval	54
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance	54
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	54
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	54
KAiPP: An interaction recommendation approach for knowledge aided intelligent process planning with reinforcement learning	54
Dynamic knowledge graph reasoning based on deep reinforcement learning	54
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification	53
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	53
MCT-Net: Multi-hierarchical cross transformer for hyperspectral and multispectral image fusion	53
LGDAAN-Nets: A local and global domain adversarial attention neural networks for EEG emotion recognition	53
Kernel Risk-Sensitive Loss based Hyper-graph Regularized Robust Extreme Learning Machine and Its Semi-supervised Extension for Classification	52
Data augmentation for sentiment classification with semantic preservation and diversity	52
Mixture of calibrated networks for domain generalization in brain tumor segmentation	52
Machine Learning and Genetic Algorithms: A case study on image reconstruction	52
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	52
Cognitive-based adaptive scenarios in educational games using fuzzy reasoning	52
Fast neighborhood reconstruction with adaptive weights learning	51
Validating functional redundancy with mixed generative adversarial networks	51
Malsite-Deep: Prediction of protein malonylation sites through deep learning and multi-information fusion based on NearMiss-2 strategy	51
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	51
TCLNet: Turn-level contrastive learning network with reranking for dialogue state tracking	51
A graph based preordonnances theoretic supervised feature selection in high dimensional data	51
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization	51
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	51
Statistical Drift Detection Ensemble for batch processing of data streams	50
Enhancing bug localization with bug report decomposition and code hierarchical network	50
Robust collaborative clustering approach with adaptive local structure learning	50
A novel smart street intervention mechanism using clustering-based path optimization for street networks	50
Multi-knowledge enhanced graph convolution for learning resource recommendation	50
Multi-view learning methods with the LINEX loss for pattern classification	50
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	49
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	49
Image classification based on enhanced learning of global and local features with structural priors	49
A novel temporal recommendation method based on user query topic evolution	49
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	49
A bivariate Bayesian method for interval-valued regression models	49