Knowledge-Based Systems

Article	Citations
Editorial Board	737
Editorial Board	564
Editorial Board	540
Editorial Board	534
Editorial Board	491
Editorial Board	397
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	364
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	303
Optimal subsampling for high-dimensional ridge regression	248
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	230
Relation-aware multiplex heterogeneous graph neural network	207
Frame Semantics guided network for Abstractive Sentence Summarization	192
Correlation filters with adaptive convolution response fusion for object tracking	191
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	190
Mutual information-driven self-supervised point cloud pre-training	181
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	178
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	176
Evolving subgraph matching on temporal graphs	175
Graph-Driven deep Multi-View Clustering with self-paced learning	170
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	166
Bidirectional interaction of CNN and Transformer for image inpainting	165
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	163
Why-not questions about spatial temporal top-k trajectory similarity search	161
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	156
GEAR: Learning graph neural network explainer via adjusting gradients	147

Exploring better target for shadow detection	147
Multi-task ordinal regression with task weight discovery	145
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	144
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	143
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	140
Improving probability selection based weights for satisfiability problems	139
Transferring model structure in Bayesian transfer learning for Gaussian process regression	137
Malicious software spread modeling and control in cyber–physical systems	131
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	129
A Software Reference Architecture for Journalistic Knowledge Platforms	129
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	128
Debugging incoherent ontology by extracting a clash module and identifying root unsatisfiable concepts	127
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	127
roadscene2vec: A tool for extracting and embedding road scene-graphs	126
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	122
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	122
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	117
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	117
Real noise image adjustment networks for saliency-aware stylistic color retouch	116
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	116
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	114
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	112
Event extraction as machine reading comprehension with question-context bridging	111
Graph contrastive learning via coarsening: A time and memory efficient approach	109
Knowledge distillation via instance-level sequence learning	106
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	104
Partial multi-label learning via three-way decision-based tri-training	102
A holistic view on positive and negative implicit feedback for micro-video recommendation	102
Collaborative association networks with cross-level attention for session-based recommendation	101
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	101
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	99
Manifold-based aggregation clustering for unsupervised vehicle re-identification	97
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	97
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	96
Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences	95
Discriminative fuzzy K-means clustering with local structure preserv	94
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	94
Privacy preservation in deep reinforcement learning: A training perspective	93
Prompting large language models with knowledge graphs for question answering involving long-tail facts	93
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	92
A geometry-aware generative model for face morphing attacks	90
Modeling syphilis progression and disability risk with neural networks	87
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	87
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	86
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	86
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	86
Robust deadline-aware network function parallelization framework under demand uncertainty	85
A novel robust support vector machine classifier with feature mapping	85
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	85
Document-level relation extraction with three channels	85

Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	85
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	84
F3	84
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	84
Industrial time series determinative anomaly detection based on constraint hypergraph	83
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	82
A classification method based on dominance neighborhood granularity	81
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	81
Federated feature reconstruction with collaborative star networks	81
Long kernel distillation in human activity recognition	80
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	80
Concept drift detection based on decision distribution in inconsistent information system	79
A deep learning based framework for diagnosis of mild cognitive impairment	79
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	78
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	77
A prior-guided deep network for real image denoising and its applications	77
An enhanced whale optimization algorithm for large scale optimization problems	77
Dual constraints and adversarial learning for fair recommenders	76
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	76
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	75
DeepFusion: A simple way to improve traditional multi-view stereo methods using deep learning	75
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	74
Edge-guided oceanic scene element detection	74
Faithful Counterfactual Visual Explanations (FCVE)	73
Knowledge graph embedding by relational and entity rotation	73
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	73
Topic-level knowledge sub-graphs for multi-turn dialogue generation	73
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	72
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	72
Combining user behavioural information at the feature level to enhance continuous authentication systems	72
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	71
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	71
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	70
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	70
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	70
SW: A weighted space division framework for imbalanced problems with label noise	70
Towards improving decision tree induction by combining split evaluation measures	70
Guest Editorial: Explainable artificial intelligence for sentiment analysis	70
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	70
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	70
The mechanism of orientation detection based on color-orientation jointly selective cells	70
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	69
LC3Net: Ladder	69
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	69
DistVAE: Distributed Variational Autoencoder for sequential recommendation	69
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	68
Few-shot online anomaly detection and segmentation	67
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	67
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	67
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	66
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	66
Multiple sparse graphs condensation	66
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	66
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	66
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization	66
Addressing topic modeling with a multi-objective optimization approach based on swarm intelligence	65
GL-GNN: Graph learning via the network of graphs	65
Visual object tracking via non-local correlation attention learning	65
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	65
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	64
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	64
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	64
Personas-based Student Grouping using reinforcement learning and linear programming	64
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	64
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	64
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	64
Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems	64
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	63
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	63
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	63
Hybrid algorithms based on combining reinforcement learning and metaheuristic methods to solve global optimization problems	63
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	63
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	63
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	63
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	63
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	62
An improvement to the interval type-2 fuzzy VIKOR method	62
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	62
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	62
Contrastive learning for fair graph representations via counterfactual graph augmentation	62

Mask-guided generative adversarial network for MRI-based CT synthesis	62
Editorial Board	61
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	61
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks	61
Editorial Board	61
Towards an efficient rule-based framework for legal reasoning	61
Prediction of wind turbine blade icing fault based on selective deep ensemble model	61
BGCL: Bi-subgraph network based on graph contrastive learning for cold-start QoS prediction	60
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	60
Boolean matrix factorization with background knowledge	60
Deep learning based automated vein recognition using swin transformer and super graph glue model	60
Causality-based counterfactual explanation for classification models	60
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	59
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	59
Kernel Risk-Sensitive Loss based Hyper-graph Regularized Robust Extreme Learning Machine and Its Semi-supervised Extension for Classification	59
Misalignment-resistant domain adaptive learning for one-stage object detection	59
A safe reinforcement learning algorithm for supervisory control of power plants	59
Learning node representation via Motif Coarsening	59
Research on the attribute reduction method based on the best approximation set	58
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	58
A joint training network for learning more distinguishable relation features in relation classification	58
BEAUT: An Explaina le Deep L arning Model for gent-Based Pop lations With Poor Da a	58
A complementary ratio based clause selection method for contradiction separation dynamic deduction	58
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	57
Score distillation for anomaly detection	57
Cross-subject generalizable representation learning with class-subject dual labels for biosignals	57
Discriminative active learning for domain adaptation	57
Structured object tracking with discriminative patch attributed relational graph	57
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	57
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation	57
Comparison of neutrosophic approach to various deep learning models for sentiment analysis	56
A Slim Prompt-Averaged Consistency prompt learning for vision–language model	56
Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving	56
Two-stage Unidirectional Fusion Network for RGBT tracking	56
Privacy-enhanced generative adversarial network with adaptive noise allocation	56
Enhancing information fusion and feature selection efficiency via the PROMETHEE method for multi-source dynamic decision data sets	56
Disentangled hyperbolic representation learning for heterogeneous graphs	56
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	56
Marshall–Olkin power-law distributions in length-frequency of entities	55
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	55
Collaborative representation learning for nodes and relations via heterogeneous graph neural network	55
Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis	55
Data augmentation for sentiment classification with semantic preservation and diversity	55
An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing	55
Remote sensing image recovery via enhanced residual learning and dual-luminance scheme	55
DSNet: Predicting drug-side effect frequencies via Dual-Graph Ensemble and Similarity Learning	55
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	55
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	55
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]	55
Label completion based concept factorization for incomplete multi-view clustering	55
Hierarchical progressive network for polarized image fusion based on significant polarization information	55
Improving the transferability of adversarial examples through neighborhood attribution	54
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	54
A deep learning method for automatic evaluation of diagnostic information from multi-stained histopathological images	54
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	54
Mixture of calibrated networks for domain generalization in brain tumor segmentation	53
A novel temporal recommendation method based on user query topic evolution	53
GraphRR: A multiplex Graph based Reciprocal friend Recommender system with applications on online gaming service	53
Which cascade is more decisive in rumor detection on social media: Based on comparison between repost and reply sequences	53
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	53
ECH3OA: An E	53
Enhancing bug localization with bug report decomposition and code hierarchical network	52
Document-level relation extraction using evidence reasoning on RST-GRAPH	52
Active layered topology mapping driven by road intersection	52
Competitive influence maximization considering inactive nodes and community homophily	51
FashionGPT: LLM instruction fine-tuning with multiple LoRA-adapter fusion	51
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	51
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems	51
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition	51
Improving RGB-D salient object detection by addressing inconsistent saliency problems	51
Multi-knowledge enhanced graph convolution for learning resource recommendation	51
A new approach to the bi-criteria multi-period fuzzy portfolio selection	51
Improving complex knowledge base question answering via structural information learning	51
HADA: An automated tool for hardware dimensioning of AI applications	50
Sequential node search for faster neural architecture search	50
Cognitive-based adaptive scenarios in educational games using fuzzy reasoning	50
Markov clustering ensemble	50
A knowledge-based automated driving approach for flexible production of individualized sheet metal parts	50
Statistical Drift Detection Ensemble for batch processing of data streams	49
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	49
Malsite-Deep: Prediction of protein malonylation sites through deep learning and multi-information fusion based on NearMiss-2 strategy	49
Uninorm-like parametric activation functions for human-understandable neural models	49
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	49
Single image dehazing with an independent Detail-Recovery Network	49
Dynamics simulation-based deep residual neural networks to detect flexible shafting faults	49
Spatio-temporal fusion and contrastive learning for urban flow prediction	49
A graph based preordonnances theoretic supervised feature selection in high dimensional data	48
Graph convolutional networks in language and vision: A survey	48
RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer	48
Validating functional redundancy with mixed generative adversarial networks	48
Aspect-level sentiment classification based on attention-BiLSTM model and transfer learning	48
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification	48
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	48
LGDAAN-Nets: A local and global domain adversarial attention neural networks for EEG emotion recognition	48
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News Detection	48