Knowledge-Based Systems

Article	Citations
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	710
Combining user behavioural information at the feature level to enhance continuous authentication systems	549
Editorial Board	509
Editorial Board	508
Edge-guided oceanic scene element detection	479
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	363
Editorial Board	354
Editorial Board	290
Editorial Board	268
Editorial Board	237
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	223
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	199
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	189
Mask-guided generative adversarial network for MRI-based CT synthesis	185
Optimal subsampling for high-dimensional ridge regression	183
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	179
Relation-aware multiplex heterogeneous graph neural network	175
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	172
GL-GNN: Graph learning via the network of graphs	170
Faithful Counterfactual Visual Explanations (FCVE)	168
SW: A weighted space division framework for imbalanced problems with label noise	163
Towards improving decision tree induction by combining split evaluation measures	161
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	157
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	150
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	149

Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	145
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	144
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	142
Frame Semantics guided network for Abstractive Sentence Summarization	141
Correlation filters with adaptive convolution response fusion for object tracking	138
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization	138
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	136
Mutual information-driven self-supervised point cloud pre-training	134
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	133
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	126
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	125
Visual object tracking via non-local correlation attention learning	124
Evolving subgraph matching on temporal graphs	123
Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences	122
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	120
Graph-Driven deep Multi-View Clustering with self-paced learning	120
Bidirectional interaction of CNN and Transformer for image inpainting	118
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	118
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	115
Why-not questions about spatial temporal top-k trajectory similarity search	115
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	114
GEAR: Learning graph neural network explainer via adjusting gradients	113
Exploring better target for shadow detection	111
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	108
Multi-task ordinal regression with task weight discovery	106
Contrastive learning for fair graph representations via counterfactual graph augmentation	103
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	102
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	101
Improving probability selection based weights for satisfiability problems	101
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	101
Malicious software spread modeling and control in cyber–physical systems	100
Transferring model structure in Bayesian transfer learning for Gaussian process regression	100
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	99
A Software Reference Architecture for Journalistic Knowledge Platforms	98
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	98
Debugging incoherent ontology by extracting a clash module and identifying root unsatisfiable concepts	97
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	96
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	95
Knowledge graph embedding by relational and entity rotation	95
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	94
roadscene2vec: A tool for extracting and embedding road scene-graphs	93
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	92
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	92
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	91
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	88
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	86
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	85
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	85
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	85
Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems	84

HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	84
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	84
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	84
DeepFusion: A simple way to improve traditional multi-view stereo methods using deep learning	83
Document-level relation extraction with three channels	82
Guest Editorial: Explainable artificial intelligence for sentiment analysis	82
Topic-level knowledge sub-graphs for multi-turn dialogue generation	82
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	81
Long kernel distillation in human activity recognition	81
F3	81
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	80
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	80
A classification method based on dominance neighborhood granularity	79
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	78
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	78
Addressing topic modeling with a multi-objective optimization approach based on swarm intelligence	78
LC3Net: Ladder	77
Privacy preservation in deep reinforcement learning: A training perspective	77
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	76
Real noise image adjustment networks for saliency-aware stylistic color retouch	76
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	76
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	75
Dual constraints and adversarial learning for fair recommenders	75
A deep learning based framework for diagnosis of mild cognitive impairment	75
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	74
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	74
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	73
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	72
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	72
Event extraction as machine reading comprehension with question-context bridging	71
Multiple sparse graphs condensation	71
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	71
Graph contrastive learning via coarsening: A time and memory efficient approach	70
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	70
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	70
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	70
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	69
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	69
Prediction of wind turbine blade icing fault based on selective deep ensemble model	69
Discriminative fuzzy K-means clustering with local structure preserv	68
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	68
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	68
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	68
A geometry-aware generative model for face morphing attacks	68
A decision model for blockchain applicability into knowledge-based conversation system	68
An enhanced whale optimization algorithm for large scale optimization problems	68
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	68
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	67
Knowledge distillation via instance-level sequence learning	66
DistVAE: Distributed Variational Autoencoder for sequential recommendation	66
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	66
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	65
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	65
Modeling syphilis progression and disability risk with neural networks	65
The mechanism of orientation detection based on color-orientation jointly selective cells	65
Few-shot online anomaly detection and segmentation	65
Industrial time series determinative anomaly detection based on constraint hypergraph	64
Personas-based Student Grouping using reinforcement learning and linear programming	64
A holistic view on positive and negative implicit feedback for micro-video recommendation	64
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	64
Partial multi-label learning via three-way decision-based tri-training	64
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	64
Hybrid algorithms based on combining reinforcement learning and metaheuristic methods to solve global optimization problems	63
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	63
Concept drift detection based on decision distribution in inconsistent information system	63
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	63
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	63
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	62
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	62
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	61
An improvement to the interval type-2 fuzzy VIKOR method	61
Collaborative association networks with cross-level attention for session-based recommendation	61
Robust deadline-aware network function parallelization framework under demand uncertainty	61
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	61
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	61
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	61
A prior-guided deep network for real image denoising and its applications	60
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	60
Editorial Board	60
Sequential node search for faster neural architecture search	60

Manifold-based aggregation clustering for unsupervised vehicle re-identification	60
A novel robust support vector machine classifier with feature mapping	60
Editorial Board	60
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	60
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	60
Diagnostic spatio-temporal transformer with faithful encoding	60
A quantitative argumentation-based Automated eXplainable Decision System for fake news detection on social media	59
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks	59
Boolean matrix factorization with background knowledge	59
Towards an efficient rule-based framework for legal reasoning	59
Deep learning based automated vein recognition using swin transformer and super graph glue model	59
Cognitive-based adaptive scenarios in educational games using fuzzy reasoning	59
A graph based preordonnances theoretic supervised feature selection in high dimensional data	59
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	58
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	58
Spatio-temporal fusion and contrastive learning for urban flow prediction	58
Dynamic graph convolutional recurrent imputation network for spatiotemporal traffic missing data	58
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	58
FashionGPT: LLM instruction fine-tuning with multiple LoRA-adapter fusion	58
Collaborative representation learning for nodes and relations via heterogeneous graph neural network	58
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	58
Causality-based counterfactual explanation for classification models	58
Learning node representation via Motif Coarsening	57
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	57
The mitigation of heterogeneity in temporal scale among different cortical regions for EEG emotion recognition	57
Misalignment-resistant domain adaptive learning for one-stage object detection	57
Kernel Risk-Sensitive Loss based Hyper-graph Regularized Robust Extreme Learning Machine and Its Semi-supervised Extension for Classification	56
A safe reinforcement learning algorithm for supervisory control of power plants	56
A survey on temporal knowledge graph embedding: Models and applications	56
Validating functional redundancy with mixed generative adversarial networks	56
A fully decentralized distributed learning algorithm for latency communication networks	56
A joint training network for learning more distinguishable relation features in relation classification	56
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	56
RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer	56
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	55
An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing	55
Mutual-Taught Deep Clustering	55
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	55
A complementary ratio based clause selection method for contradiction separation dynamic deduction	55
Research on the attribute reduction method based on the best approximation set	55
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	54
Discriminative active learning for domain adaptation	54
Enhancing bug localization with bug report decomposition and code hierarchical network	54
Robust collaborative clustering approach with adaptive local structure learning	54
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	54
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	53
Cross-subject generalizable representation learning with class-subject dual labels for biosignals	53
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	53
A deep learning method for automatic evaluation of diagnostic information from multi-stained histopathological images	53
Score distillation for anomaly detection	53
Fast neighborhood reconstruction with adaptive weights learning	53
Structured object tracking with discriminative patch attributed relational graph	53
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	53
Marshall–Olkin power-law distributions in length-frequency of entities	52
In-hospital resource utilization prediction from electronic medical records with deep learning	52
Active layered topology mapping driven by road intersection	52
Multi-view learning methods with the LINEX loss for pattern classification	52
HADA: An automated tool for hardware dimensioning of AI applications	52
Privacy-enhanced generative adversarial network with adaptive noise allocation	52
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	52
Label completion based concept factorization for incomplete multi-view clustering	51
DEEPStack-RBP: Accurate identification of RNA-binding proteins based on autoencoder feature selection and deep stacking ensemble classifier	51
Dynamic knowledge graph reasoning based on deep reinforcement learning	51
Disentangled hyperbolic representation learning for heterogeneous graphs	51
Aspect-level sentiment classification based on attention-BiLSTM model and transfer learning	51
Output space transfer based multi-input multi-output Takagi–Sugeno fuzzy modeling for estimation of molten iron quality in blast furnace	51
A Slim Prompt-Averaged Consistency prompt learning for vision–language model	51
Two-stage Unidirectional Fusion Network for RGBT tracking	51
Improving complex knowledge base question answering via structural information learning	51
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition	51
Enhancing information fusion and feature selection efficiency via the PROMETHEE method for multi-source dynamic decision data sets	50
KAiPP: An interaction recommendation approach for knowledge aided intelligent process planning with reinforcement learning	50
Comparison of neutrosophic approach to various deep learning models for sentiment analysis	50
ECH3OA: An E	50
Coevolution modeling of group behavior and opinion based on public opinion perception	50
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	49
Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis	49
A new approach to the bi-criteria multi-period fuzzy portfolio selection	49
Unsupervised feature selection with high-order similarity learning	49
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization	49
ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios	49
Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning	49
A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems	48
Mining fuzzy local periodic activity pattern for Smart home applications	48
Single image dehazing with an independent Detail-Recovery Network	48
Improving the transferability of adversarial examples through neighborhood attribution	48
Deep regularized variational autoencoder for intelligent fault diagnosis of rotor–bearing system within entire life-cycle process	48
A bivariate Bayesian method for interval-valued regression models	48
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]	48
Remote sensing image recovery via enhanced residual learning and dual-luminance scheme	48
Image classification based on enhanced learning of global and local features with structural priors	47
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	47
A novel smart street intervention mechanism using clustering-based path optimization for street networks	47
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance	47
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	47