Knowledge-Based Systems

Article	Citations
Editorial Board	835
Editorial Board	671
Editorial Board	641
Editorial Board	571
Editorial Board	472
Editorial Board	400
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	392
Evolving subgraph matching on temporal graphs	313
Industrial time series determinative anomaly detection based on constraint hypergraph	280
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	238
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	232
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	212
Enhanced near-field depth estimation: Integrating global and local path networks	212
Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	201
Sliced Wasserstein weighted multimodal mambavision for emotion recognition	189
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	182
Real noise image adjustment networks for saliency-aware stylistic color retouch	179
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	172
Concept drift detection based on decision distribution in inconsistent information system	161
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	157
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	156
Why-not questions about spatial temporal top-k trajectory similarity search	155
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	143
GEAR: Learning graph neural network explainer via adjusting gradients	142
Multi-task ordinal regression with task weight discovery	139

Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	137
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	136
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	132
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	132
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	131
LC3Net: Ladder	130
Improving probability selection based weights for satisfiability problems	128
Contrastive learning for fair graph representations via counterfactual graph augmentation	126
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	126
Malicious software spread modeling and control in cyber–physical systems	125
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	120
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	117
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	112
A Software Reference Architecture for Journalistic Knowledge Platforms	111
Partial multi-label learning via three-way decision-based tri-training	110
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	110
Guest Editorial: Explainable artificial intelligence for sentiment analysis	110
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	108
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	108
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	108
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	106
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	104
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	104
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	104
A holistic view on positive and negative implicit feedback for micro-video recommendation	103
Graph contrastive learning via coarsening: A time and memory efficient approach	103
A geometry-aware generative model for face morphing attacks	101
Alpha entropy search for new information-based Bayesian optimization	100
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	100
Cross-modal consistency types in multimodal social data	99
Aligning large language models with human preferences using historical text edits	99
Privacy preservation in deep reinforcement learning: A training perspective	98
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	98
GL-GNN: Graph learning via the network of graphs	96
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	94
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	92
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	91
Transferring model structure in Bayesian transfer learning for Gaussian process regression	91
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	91
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	90
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	90
Exploring better target for shadow detection	89
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	89
Long kernel distillation in human activity recognition	89
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	88
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	88
Relation-aware multiplex heterogeneous graph neural network	87
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	87
An improvement to the interval type-2 fuzzy VIKOR method	87
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	86

AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	85
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	85
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	85
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	84
Mask-guided generative adversarial network for MRI-based CT synthesis	83
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	83
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	83
Graph-Driven deep Multi-View Clustering with self-paced learning	83
Modeling syphilis progression and disability risk with neural networks	83
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	83
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	83
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	83
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	82
Visual object tracking via non-local correlation attention learning	82
F3	82
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	82
Document-level relation extraction with three channels	80
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	80
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	79
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	78
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	78
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	78
Mutual information-driven self-supervised point cloud pre-training	78
Prediction of wind turbine blade icing fault based on selective deep ensemble model	78
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	77
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	77
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization	76
Knowledge graph embedding by relational and entity rotation	75
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	75
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	75
Multiple sparse graphs condensation	75
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	74
Combining user behavioural information at the feature level to enhance continuous authentication systems	74
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	74
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	74
The mechanism of orientation detection based on color-orientation jointly selective cells	74
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	73
Prompting large language models with knowledge graphs for question answering involving long-tail facts	73
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	73
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	73
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	73
Edge-guided oceanic scene element detection	72
Towards improving decision tree induction by combining split evaluation measures	72
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	71
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	71
Dual-stream and dual-branch generative adversarial network for image forgery localization	71
DistVAE: Distributed Variational Autoencoder for sequential recommendation	70
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	70
Dual constraints and adversarial learning for fair recommenders	69
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	69
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	69
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	69
Faithful Counterfactual Visual Explanations (FCVE)	69
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	69
Knowledge distillation via instance-level sequence learning	69
Robust deadline-aware network function parallelization framework under demand uncertainty	68
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	68
Federated feature reconstruction with collaborative star networks	68
Topic-level knowledge sub-graphs for multi-turn dialogue generation	67
Collaborative association networks with cross-level attention for session-based recommendation	67
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	67
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	67
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	67
A classification method based on dominance neighborhood granularity	67
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	66
Few-shot online anomaly detection and segmentation	66
Event extraction as machine reading comprehension with question-context bridging	66
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	66
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	66
A deep learning based framework for diagnosis of mild cognitive impairment	65
Bidirectional interaction of CNN and Transformer for image inpainting	65
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	65
A prior-guided deep network for real image denoising and its applications	65
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	65
A novel robust support vector machine classifier with feature mapping	65
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	65
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	64
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	64
Discriminative fuzzy K-means clustering with local structure preserv	64
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	64

Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	64
Optimal subsampling for high-dimensional ridge regression	64
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	64
roadscene2vec: A tool for extracting and embedding road scene-graphs	64
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	63
Trust-Aware Energy-Efficient and Secure Routing in MANETs using Explicit Feature Interaction Graph Neural Networks	63
Manifold-based aggregation clustering for unsupervised vehicle re-identification	63
Personas-based Student Grouping using reinforcement learning and linear programming	63
An enhanced whale optimization algorithm for large scale optimization problems	63
SW: A weighted space division framework for imbalanced problems with label noise	63
Boolean matrix factorization with background knowledge	62
Disentangled hyperbolic representation learning for heterogeneous graphs	62
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	62
Editorial Board	62
Learning node representation via Motif Coarsening	62
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	62
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	62
A complementary ratio based clause selection method for contradiction separation dynamic deduction	62
Research on the attribute reduction method based on the best approximation set	62
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	62
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	61
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	61
Label completion based concept factorization for incomplete multi-view clustering	61
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]	61
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	61
A joint training network for learning more distinguishable relation features in relation classification	60
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	60
A fully decentralized distributed learning algorithm for latency communication networks	60
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss	60
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems	59
Development of heuristic adapted serial-based deep learning for efficient adversarial malware detection framework in windows	59
HADA: An automated tool for hardware dimensioning of AI applications	59
Diagnostic spatio-temporal transformer with faithful encoding	59
Privacy-enhanced generative adversarial network with adaptive noise allocation	58
GraphBSSN: A simple yet effective generative method for node classification in class-imbalanced graphs	58
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	58
Unsupervised feature selection with high-order similarity learning	58
FedECP: Enhancing global collaboration and local personalization for personalized federated learning	58
Dual-decoding branch contrastive augmentation for image manipulation localization	58
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	58
Marshall–Olkin power-law distributions in length-frequency of entities	58
Deep learning based automated vein recognition using swin transformer and super graph glue model	57
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	57
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	57
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks	57
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition	57
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	57
RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer	56
A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems	56
A Topology-Aware Multiscale Feature Fusion Network for EEG-Based Motor Imagery Decoding	56
FashionGPT: LLM instruction fine-tuning with multiple LoRA-adapter fusion	56
Spatio-temporal fusion and contrastive learning for urban flow prediction	56
ECH3OA: An E	56
CANet: Comprehensive Attention Network for video-based action recognition	55
Ensemble-based feature selection and optimization-driven deep learning for attack detection in cloud computing	55
Multi-view multi-behavior interest learning network and contrastive learning for multi-behavior recommendation	55
IMFND: In-context multimodal fake news detection with large visual-language models	55
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance	54
Bias-in-Debias-out: Hierarchical Channel-Spatial Bias Calibration for Cross-Domain Few-Shot Classification	54
Mutual-Taught Deep Clustering	54
Fed3Scale: A cloud-edge-client tri-scale collaborative semi-supervised hierarchical federated learning framework	54
One-stage self-supervised momentum contrastive learning network for open-set cross-domain fault diagnosis	54
Constrained evolutionary optimization based on reinforcement learning using the objective function and constraints	53
Markov clustering ensemble	53
Single image dehazing with an independent Detail-Recovery Network	53
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	53
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition	53
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	53
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	53
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	53
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	53
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	53
Validating functional redundancy with mixed generative adversarial networks	53
Cognitive-based adaptive scenarios in educational games using fuzzy reasoning	53
Enhancing bug localization with bug report decomposition and code hierarchical network	52
A novel smart street intervention mechanism using clustering-based path optimization for street networks	52
Robust collaborative clustering approach with adaptive local structure learning	52
Dronetology: A domain ontology for UAS applications	51
A novel temporal recommendation method based on user query topic evolution	51
A machine learning approach for detecting cybersecurity vulnerabilities in the internet of medical things	51
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	51
On controllability of discrete-time multi-agent networks based on impulsive and switching systems	51
Synthetic tabular data generation using a VAE-GAN architecture	51
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	50
Active layered topology mapping driven by road intersection	50
Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning	50
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	50
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	50
Image classification based on enhanced learning of global and local features with structural priors	50
Two-stage Unidirectional Fusion Network for RGBT tracking	49
SiaDNN: Siamese deep neural network for anomaly detection in user behavior	49
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	49
Causality-based counterfactual explanation for classification models	49
S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification	49
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	49