Knowledge-Based Systems

Article	Citations
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	862
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	694
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	666
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	582
Monotonic learning in the PAC framework: A new perspective	506
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	417
Multi-task ordinal regression with task weight discovery	412
Long kernel distillation in human activity recognition	322
Trust-Aware Energy-Efficient and Secure Routing in MANETs using Explicit Feature Interaction Graph Neural Networks	315
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	251
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	245
Document-level relation extraction with three channels	222
Editorial Board	205
A Software Reference Architecture for Journalistic Knowledge Platforms	196
Many-task evolutionary algorithm with adaptive knowledge transfer via density-based clustering	196
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	173
A holistic view on positive and negative implicit feedback for micro-video recommendation	167
Multiple sparse graphs condensation	159
Editorial Board	159
Knowledge distillation via instance-level sequence learning	159
Editorial Board	155
Topic-level knowledge sub-graphs for multi-turn dialogue generation	148
Editorial Board	146
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	145
Transferring model structure in Bayesian transfer learning for Gaussian process regression	144

DistVAE: Distributed Variational Autoencoder for sequential recommendation	138
Evolving subgraph matching on temporal graphs	137
Exploring better target for shadow detection	134
Editorial Board	132
The mechanism of orientation detection based on color-orientation jointly selective cells	130
Editorial Board	129
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	128
Ambient air pollutants concentration prediction during the COVID-19: A method based on transfer learning	124
GL-GNN: Graph learning via the network of graphs	118
Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning	117
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	117
Guest Editorial: Explainable artificial intelligence for sentiment analysis	116
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization	116
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	114
Visual object tracking via non-local correlation attention learning	114
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	113
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	112
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	112
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	111
SW: A weighted space division framework for imbalanced problems with label noise	111
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	110
Partial multi-label learning via three-way decision-based tri-training	109
Towards improving decision tree induction by combining split evaluation measures	108
Optimal subsampling for high-dimensional ridge regression	106
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	105
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	105
Edge-guided oceanic scene element detection	104
A prior-guided deep network for real image denoising and its applications	102
LC3Net: Ladder	101
Interpretable Deep Network Harnessing Spectral Variability Similarity for Accurate Hyperspectral Unmixing	101
Semi-supervised NPC segmentation with uncertainty and attention guided consistency	101
Dual constraints and adversarial learning for fair recommenders	100
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	98
MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection	97
What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding	95
Graph-Driven deep Multi-View Clustering with self-paced learning	94
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	94
Few-shot online anomaly detection and segmentation	94
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	92
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	92
Sparse online maximum entropy inverse reinforcement learning via proximal optimization and truncated gradient	91
Event extraction as machine reading comprehension with question-context bridging	91
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	90
Manifold-based aggregation clustering for unsupervised vehicle re-identification	90
Real-time steganalysis for streaming media based on multi-channel convolutional sliding windows	89
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	89
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	88
Improving probability selection based weights for satisfiability problems	88
Exploration meets exploitation: Multitask learning for emotion recognition based on discrete and dimensional models	88
GCDB-UNet: A novel robust cloud detection approach for remote sensing images	87

Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	87
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	86
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	85
An improvement to the interval type-2 fuzzy VIKOR method	85
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	85
A novel robust support vector machine classifier with feature mapping	84
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	84
Bidirectional interaction of CNN and Transformer for image inpainting	84
Relation-aware multiplex heterogeneous graph neural network	84
Collaborative association networks with cross-level attention for session-based recommendation	84
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	84
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	84
A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	83
Knowledge-guided distribution alignment for cross-domain few-shot learning	83
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	83
Dual-stream and dual-branch generative adversarial network for image forgery localization	82
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	82
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	81
Faithful Counterfactual Visual Explanations (FCVE)	81
Optimized task offloading with energy efficient communication and optimal offloading network: a mobility and energy-efficient approach for augmented reality in mobile edge computing	80
An efficient state-aware Coarse-Fine-Grained model for Knowledge Tracing	80
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	80
Multi-view enhanced truck re-identification	79
Mutual information-driven self-supervised point cloud pre-training	79
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	78
GEAR: Learning graph neural network explainer via adjusting gradients	78
Bidirectional alignment text-embeddings with decoupled contrastive for sequential recommendation	78
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion	78
roadscene2vec: A tool for extracting and embedding road scene-graphs	77
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	77
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	77
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	77
A geometry-aware generative model for face morphing attacks	76
Privacy preservation in deep reinforcement learning: A training perspective	76
Graph contrastive learning via coarsening: A time and memory efficient approach	76
Alpha entropy search for new information-based Bayesian optimization	75
A classification method based on dominance neighborhood granularity	75
Federated feature reconstruction with collaborative star networks	75
Robust deadline-aware network function parallelization framework under demand uncertainty	75
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	75
Cross-modal consistency types in multimodal social data	74
Aligning large language models with human preferences using historical text edits	74
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	73
Prompting large language models with knowledge graphs for question answering involving long-tail facts	73
Enhanced near-field depth estimation: Integrating global and local path networks	73
Contrastive learning for fair graph representations via counterfactual graph augmentation	72
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	72
A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition	71
Combining user behavioural information at the feature level to enhance continuous authentication systems	71
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	71
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	71
Hill Climb Modular Assembler Encoding: Evolving Modular Neural Networks of fixed modular architecture	71
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion	70
A new ELECTRE-based method for group decision-making with complex spherical fuzzy information	70
Why-not questions about spatial temporal top-k trajectory similarity search	70
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	70
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	70
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	70
Real noise image adjustment networks for saliency-aware stylistic color retouch	70
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	70
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	69
A multi-typed multi-relational heterogeneous graph neural network model for complex networks	69
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	69
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	69
Statistics-based approach for large-scale group decision-making under incomplete Pythagorean fuzzy information with risk attitude	69
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	68
Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation	68
Discriminative fuzzy K-means clustering with local structure preserv	67
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	67
CrossGCL: Cross-pairwise graph contrastive learning for unbiased recommendation	67
Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	67
Industrial time series determinative anomaly detection based on constraint hypergraph	67
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	67
Sliced Wasserstein weighted multimodal mambavision for emotion recognition	67
Binary Banyan tree growth optimization: A practical approach to high-dimensional feature selection	67
Malicious software spread modeling and control in cyber–physical systems	66
Personas-based Student Grouping using reinforcement learning and linear programming	66
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	66
Concept drift detection based on decision distribution in inconsistent information system	66
Modeling syphilis progression and disability risk with neural networks	66

AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	66
Boosting chameleon swarm algorithm with consumption AEO operator for global optimization and feature selection	66
A deep learning based framework for diagnosis of mild cognitive impairment	66
F3	66
An enhanced whale optimization algorithm for large scale optimization problems	66
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	66
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	66
Learning with Hilbert–Schmidt independence criterion: A review and new perspectives	65
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	65
Prediction of wind turbine blade icing fault based on selective deep ensemble model	65
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	65
Mask-guided generative adversarial network for MRI-based CT synthesis	65
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks	64
Scenario-based self-learning transfer framework for multi-task optimization problems	64
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	64
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	64
Automatic update strategy for real-time discovery of hidden customer intents in chatbot systems	64
Fed3Scale: A cloud-edge-client tri-scale collaborative semi-supervised hierarchical federated learning framework	63
Ensemble-based feature selection and optimization-driven deep learning for attack detection in cloud computing	63
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference	62
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]	62
Image classification based on enhanced learning of global and local features with structural priors	62
TCLNet: Turn-level contrastive learning network with reranking for dialogue state tracking	62
Cross-subject generalizable representation learning with class-subject dual labels for biosignals	62
Multi-Level Skeleton Self-Supervised Learning: Enhancing 3D action representation learning with Large Multimodal Models	62
Enhanced differential evolution through chaotic and Euclidean models for solving flexible process planning	62
Physics-informed neural networks prediction approach for knowledge dissemination model considering knowledge media	61
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation	61
Sequential node search for faster neural architecture search	61
Prostate cancer forecasting in small samples based on lightweight neural networks using ensemble learning	61
Active layered topology mapping driven by road intersection	61
Information bottleneck-guided KNN contrastive hashing for unsupervised cross-modal retrieval	61
GraphBSSN: A simple yet effective generative method for node classification in class-imbalanced graphs	60
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition	60
Efficient yet secure: An archive knowledge graph-enhanced native sparse attention network for lightweight privacy-preserving recommendation	60
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations	60
Label completion based concept factorization for incomplete multi-view clustering	59
A fully decentralized distributed learning algorithm for latency communication networks	59
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization	59
Enhancing task incremental continual learning: integrating prompt-based feature selection with pre-trained vision-language model	59
Marshall–Olkin power-law distributions in length-frequency of entities	59
A feature reuse framework with texture-adaptive aggregation for reference-based super-resolution	59
FedECP: Enhancing global collaboration and local personalization for personalized federated learning	59
@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection	59
Disentangled hyperbolic representation learning for heterogeneous graphs	59
Multiscale common-private feature adversarial decoupling network for hyperspectral pansharpening	58
DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?	58
Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction	58
Deep learning based automated vein recognition using swin transformer and super graph glue model	58
Improving complex knowledge base question answering via structural information learning	57
A traffic anomaly detection approach based on unsupervised learning for industrial cyber–physical system	57
A novel smart street intervention mechanism using clustering-based path optimization for street networks	57
Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics	57
Enhanced magnetic resonance imaging feature extraction for precise brain tumor classification using dual deep convolutional networks	57
Accelerated opposition learning based chaotic single candidate optimization algorithm: A new alternative to population-based heuristics	57
LGDAAN-Nets: A local and global domain adversarial attention neural networks for EEG emotion recognition	57
Misalignment-resistant domain adaptive learning for one-stage object detection	57
CANet: Comprehensive Attention Network for video-based action recognition	56
A dynamically interactable framework with dual-channel security: GAN-based speech steganography for concealed dialogues	56
The mitigation of heterogeneity in temporal scale among different cortical regions for EEG emotion recognition	56
Enhancing knowledge retrieval with in-context learning and semantic search through generative AI	56
FedGA: A greedy approach to enhance federated learning with Non-IID data	56
Dronetology: A domain ontology for UAS applications	55
A machine learning approach for detecting cybersecurity vulnerabilities in the internet of medical things	55
EpNet: Power lines foreign object detection with Edge Proposal Network and data composition	55
Dynamic knowledge graph reasoning based on deep reinforcement learning	55
KAiPP: An interaction recommendation approach for knowledge aided intelligent process planning with reinforcement learning	55
Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams	55
Mining fuzzy local periodic activity pattern for Smart home applications	54
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion	54
Synthetic tabular data generation using a VAE-GAN architecture	54
Federated learning with integration of decision making method and various machine learning algorithms for Alzheimer’s prediction	53
Adaptive exploration for few-shot incremental learning	53
AGA: An adaptive group alignment framework for structured medical cross-modal representation learning	53
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression	53
Multi-view multi-behavior interest learning network and contrastive learning for multi-behavior recommendation	53
Enhancing information fusion and feature selection efficiency via the PROMETHEE method for multi-source dynamic decision data sets	53
On controllability of discrete-time multi-agent networks based on impulsive and switching systems	52
Causality-based counterfactual explanation for classification models	52
Development of heuristic adapted serial-based deep learning for efficient adversarial malware detection framework in windows	52
Score distillation for anomaly detection	52
ECH3OA: An E	52
A topology-aware multiscale feature fusion network for EEG-based motor imagery decoding	52
A novel temporal recommendation method based on user query topic evolution	52
Dual-decoding branch contrastive augmentation for image manipulation localization	52
A complementary ratio based clause selection method for contradiction separation dynamic deduction	51
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening	51
A bivariate Bayesian method for interval-valued regression models	51
Modeling the generative mechanism of personalized preferences from latent groups: A hierarchical nonparametric Bayesian method	51
Enhancing bug localization with bug report decomposition and code hierarchical network	51
A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks	51
A joint training network for learning more distinguishable relation features in relation classification	51
Markov clustering ensemble	51
An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing	50
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift	50