International Journal of Machine Learning and Cybernetics

Article	Citations
The concept information of graph granule with application to knowledge graph embedding	284
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	95
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	87
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	82
Group decision-making method with directed graph under linguistic environment	80
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	67
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	63
Compressed sensing using generative models based on fisher information	55
Pixel-patch combination loss for refined edge detection	47
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	44
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	43
Multi-label learning with incomplete labels via dual manifold mappings	43
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	38
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	37
A new supervised outlier detection method for hybrid data	36
Low-rank tensor learning with projection distance metric for multi-view clustering	36
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	34
Stochastic configuration network modeling method based on information superposition and mixture correntropy	32
Tripm: a multi-label deep learning SCA model for multi-byte attacks	29
Faster and lighter surface defect detection model for transparent wine bottle	29
Data augmentation for aspect-based sentiment analysis	28
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	28
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	27
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	27
Landmark based guidance for reinforcement learning agents under partial observability	26

Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	25
Small target deep convolution recognition algorithm based on improved YOLOv4	25
Observer-based finite-time asynchronous sliding mode control with quantized outputs for hidden Markov jump systems	24
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	24
Imbalanced driving scene recognition with class focal loss and data augmentation	23
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	23
Minimum-cost based hidden Markov model with speed constraint for intruder trajectory recovery in utility tunnels	23
Single image deraining via nonlinear recursive Conv-Transformer	23
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	23
Link prediction for multi-layer and heterogeneous cyber-physical networks	22
Scheduling method with adaptive learning for microservice workflows with hybrid resource provisioning	21
Adaptive exploration policy for exploration–exploitation tradeoff in continuous action control optimization	21
Modulation recognition based on adaptive denoising residual neural network	21
Tree comprehensive diversity-based pruned deep forest	20
Multi-view collaborative learning for graph attribute imputation	19
A three-way decision method based on COPRAS in the weak probabilistic linguistic term set information systems	19
LWTD: a novel light-weight transformer-like CNN architecture for driving scene dehazing	19
Adaptive dynamic graphs for anomaly detection via inter- and intra-diffusion	19
Bgman: Boundary-Prior-Guided Multi-scale Aggregation Network for skin lesion segmentation	19
Rainfall prediction using time series data based on RSJSO_BiLSTM	19
Non-local tensor sparse representation and tensor low rank regularization for dynamic MRI reconstruction	19
Deep feature dendrite with weak mapping for small-sample hyperspectral image classification	19
A channel dependency decoupled two-stream model for multivariate time series analysis	18
Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system	18
Convergence analysis for sparse Pi-sigma neural network model with entropy error function	18
Boosting graph contrastive learning via adaptive graph augmentation and topology-feature-level homophily	18
A Gaussian RBM with binary auxiliary units	18
SiamATA: an asymmetric target-aware and frequency domain task-aware Siamese network for visual tracking	18
Robust unsupervised feature selection via dual space latent representation learning and adaptive structure learning	18
Improving text classification via a soft dynamical label strategy	18
Near-infrared fusion for deep lightness enhancement	18
Feature selection based L1alm-DT and MHT-LSTM for human activity recogition via sensor	17
CHNSCDA: circRNA-disease association prediction based on strongly correlated heterogeneous neighbor sampling	17
Uncertainty-based bootstrapped optimization for offline reinforcement learning	17
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce	17
An evolutionary feature selection method based on probability-based initialized particle swarm optimization	17
DRCW-FRkNN-OVO: distance-based related competence weighting based on fixed radius k nearest neighbour for one-vs-one scheme	17
Prompt-based data labeling method for aspect based sentiment analysis	17
PRR-TM: finding equilibria in adversarial team games via perfect-recall refinement and teammate modeling	17
Reciprocal interlayer-temporal discriminative target model for robust visual tracking	17
Multi-scale frequency domain learning for texture classification	17
Learning cross-modality features for image caption generation	17
A new belief entropy measure in the weighted combination rule under DST with faulty diagnosis and real-life medical application	16
A smoothing interval neural networks-based Caputo fractional-order gradient learning algorithm	16
Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining	16
TARN: a lightweight two-branch adaptive residual network for image super-resolution	16
Evolutionary neural architecture search based on a modified particle swarm optimization	16
PFDP: privacy-preserving federated distillation method for pretrained language models	15
Investigating human reading behavior during sentiment judgment	15
A fuzzy clustering ensemble selection based on active full-link similarity	15

An inspection method of rail head surface defect via bimodal structured light sensors	15
Bee: towards a robust attribute reduction	15
Global contextual attention for pure regression object detection	15
Fine-grained multimodal named entity recognition with heterogeneous image-text similarity graphs	15
KAMTFENet: a fall detection algorithm based on keypoint attention module and temporal feature extraction	15
MSSTN: a multi-scale spatio-temporal network for traffic flow prediction	15
KGA: integrating KPCA and GAN for microbial data augmentation	15
Multiple Span Bidirectional RWKV Network for Infrared Image Super-Resolution	15
Augmenting web-based tourist support system with microblog analyzed data	15
Constrained class-wise feature selection (CCFS)	14
Transformer-based contrastive learning framework for image anomaly detection	14
An adaptive joint optimization framework for pruning and quantization	14
CausalFD: causal invariance-based fraud detection against camouflaged preference	14
Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling	14
Hierarchical multilabel classification by exploiting label correlations	14
Dimension-divided feature smoothing for graph neural network	13
Speed control of electric vehicle by using type-2 fuzzy neural network	13
Progressive image dehazing network based on dual feature extraction modules	13
Correction to: Different treatments of pixels in unlabeled images for semi-supervised sonar image segmentation	13
An efficient planning method based on deep reinforcement learning with hybrid actions for autonomous driving on highway	13
Face alignment combined with shape constraints and Gaussian heatmap	13
Assessment of patients with Parkinson’s disease based on federated learning	13
Affinity-based elastic net intuitionistic fuzzy twin support vector machines	13
Class-structure preserving multi-view correlated discriminant analysis for multiblock data	12
Recognition of odor and pleasantness based on olfactory EEG combined with functional brain network model	12
On generalization reducts in incomplete multi-scale decision tables	12
Optimal scale selection based on three-way decisions with decision-theoretic rough sets in multi-scale set-valued decision tables	12
Online sequential fuzzy dropout extreme learning machine compensate for sliding-mode control system errors of uncertain robot manipulator	12
Augmentation and heterogeneous graph neural network for AAAI2021-COVID-19 fake news detection	12
A copy-move forgery detection technique using DBSCAN-based keypoint similarity matching	12
Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria	12
BUS-net: a bimodal ultrasound network for breast cancer diagnosis	12
Training fuzzy deep neural network with honey badger algorithm for intrusion detection in cloud environment	12
Data augmentation using Heuristic Masked Language Modeling	12
Weighted cluster-level social emotion classification across domains	12
Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation	12
Joint recognition for location and activity based on multidimensional features of CSI images	12
Recurrent neural network for solving several novel sales models: Try-Before-You-Buy	11
Hidden features extraction and amplification based on eigenvalue imaging and gray-level grouping for bearing fault diagnosis	11
Improved dense residual network with the coordinate and pixel attention mechanisms for helmet detection	11
Learning number reasoning for numerical table-to-text generation	11
Robust graph-based multi-view clustering in latent embedding space	11
Robust truncated L$$_2$$-norm twin support vector machine	11
Low-dimensional intrinsic dimension reveals a phase transition in gradient-based learning of deep neural networks	11
Unsupervised video object segmentation: an affinity and edge learning approach	11
A Chinese named entity recognition model: integrating label knowledge and lexicon information	11
BCDetNet: a deep learning architecture for building change detection from bi-temporal high resolution satellite images	10
Graph embedded subspace clustering with entropy-based feature weighting	10
Explainable evaluation framework for facial expression recognition in web-based learning environments	10
Target adaptive extreme learning machine for transfer learning	10
Spectral–spatial discriminative broad graph convolution networks for hyperspectral image classification	10
Yolo-sd: simulated feature fusion for few-shot industrial defect detection based on YOLOv8 and stable diffusion	10
Unsupervised domain specificity for knowledge transfer	10
A mathematical modeling of detection capability of PDT with planar thickness sector field of view and projectile signal recognition algorithm	10
A dynamic multi-swarm cooperation particle swarm optimization with dimension mutation for complex optimization problem	10
Detection and analysis of android malwares using hybrid dual Path bi-LSTM Kepler dynamic graph convolutional network	10
Learning structure perception MLPs on graphs: a layer-wise graph knowledge distillation framework	10
HDRC: a subjective quality assessment database for compressed high dynamic range image	10
A multi-strategy hybrid cuckoo search algorithm with specular reflection based on a population linear decreasing strategy	10
Pseudo-label driven deep hashing for unsupervised cross-modal retrieval	10
Adaptive fuzzy leader-following consensus for nonlinear multi-agent systems via state-constraint impulsive control	10
HMNet: a hierarchical multi-modal network for educational video concept prediction	10
Gmad: multivariate time series anomaly detection based on graph matching learning	10
BenchMetrics Prob: benchmarking of probabilistic error/loss performance evaluation instruments for binary classification problems	10
Knowledge graph completion model based on hyperbolic hierarchical attention network	10
Comparative analysis of open-source federated learning frameworks - a literature-based survey and review	10
Multilayer discriminative extreme learning machine for classification	10
TSLOD: a coupled generalized subsequence local outlier detection model for multivariate time series	10
Selective relation-aware representations for person re-identification	10
Hybrid deep graph convolutional networks	9
Study on deduction process and inference methods of decision implications	9
Sequential attention layer-wise fusion network for multi-view classification	9
SDGNN: Structure-aware Dual Graph Neural Network for Code Summarization	9
Deep interactive query design and progressive search for end-to-end detection of tiny object in aerial images	9
Generalized rough and fuzzy rough automata for semantic computing	9
AM-CFDN: semi-supervised anomaly measure-based coal flow foreign object detection network	9
Double-quantitative multigranulation rough fuzzy set based on logical operations in multi-source decision systems	9
LSTM-assisted evolutionary self-expressive subspace clustering	9
An efficient decision making method based on hyperbolic fuzzy environment with new score function and its application in determining crime prone zones	9
Enhanced side information fusion framework for sequential recommendation	9

Improving the estimation of distribution algorithm with a differential mutation for multilevel thresholding image segmentation	9
Multi video summarization using query based deep optimization algorithm	9
Three-way unsupervised anomaly detection of sequential patterns	9
Learning relations in human-like style for few-shot fine-grained image classification	9
A projection and contraction method for circular cone programming support vector machines	9
Detecting complex copy-move forgery using KeyPoint-Siamese Capsule Network against adversarial attacks	8
Target detection algorithm based on multilayer attention mechanism-adaptive feature fusion network	8
Unsupervised image clustering algorithm based on contrastive learning and K-nearest neighbors	8
Hybrid sampling-based contrastive learning for imbalanced node classification	8
Hybrid generative adversarial network based on a mixed attention fusion module for multi-modal MR image synthesis algorithm	8
Bilateral sensitivity analysis: a better understanding of a neural network	8
Attention recurrent cross-graph neural network for selecting premises	8
A decade’s overview of artificial intelligence in diagnosing: a scoping review	8
Dissipativity-based asynchronous control for time-varying delay T–S fuzzy Markov jump systems with multisource disturbances and input saturation	8
Precise feature selection using suffix array algorithm of bioinformatics	8
RSGNN: residual structure graph neural network	8
A group incremental feature selection based on knowledge granularity under the context of clustering	8
Autoencoder-like non-negative matrix factorization with dual-graph constraints for multi-view clustering	8
A robust semi-supervised deep learning approach for emotion recognition using EEG signals	8
Clustering analysis through artificial algae algorithm	8
A novel framework based on the multi-label classification for dynamic selection of classifiers	8
Self-representation with adaptive loss minimization via doubly stochastic graph regularization for robust unsupervised feature selection	8
Android malware adversarial attacks based on feature importance prediction	8
Perturbation-based oversampling technique for imbalanced classification problems	8
Domain adaptation with optimized feature distribution for streamer action recognition in live video	8
Unsupervised concept drift detection method based on robust random cut forest	8
AFMPM: adaptive feature map pruning method based on feature distillation	8
Semi-supervised attribute reduction via attribute indiscernibility	8
ExBCIL: an exemplar-based class incremental learning for intrusion detection system	8
Hand gesture recognition using machine learning and infrared information: a systematic literature review	8
Knowledge structures construction and learning paths recommendation based on formal contexts	8
Two-stage semi-supervised clustering ensemble framework based on constraint weight	8
NEWTR: a multipath routing for next hop destination in internet of things with artificial recurrent neural network (RNN)	8
Multi-layered security architecture for IoMT systems: integrating dynamic key management, decentralized storage, and dependable intrusion detection framework	8
An improved adaptive ORB-SLAM method for monocular vision robot under dynamic environments	8
LeDoFAN: enhancing lengthy document fake news identification leveraging large language models and explainable window-based transformers with n-gram expulsion	8
Dual insurance for generalized zero-shot learning	8
Three-way concept lattices triggered by Pythagorean fuzzy set and interval set	8
An interpretable neural network TV program recommendation based on SHAP	8
Improved two-stage task allocation of distributed UAV swarms based on an improved auction mechanism	8
A lightweight CNN malware classification method for software detection	8
Learning enhancing modality-invariant features for visible-infrared person re-identification	8
PaIaNet: position-aware and identification-aware network for low-light salient object detection	7
Dual-driven embedded feature selection method based on fuzzy decision consistency and classification reward mechanism	7
Dtla-net: a direct2d transformer with linear angle attention network for multi-organ medical image segmentation	7
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction	7
Dynamic graph-based attribute reduction approach with fuzzy rough sets	7
Event-triggered adaptive fuzzy echo-state-network control of state constrained nonlinear switched systems with asynchronous switching	7
Self-paced and Bayes-decision-rule linear KNN prediction	7
Balance-driven automatic clustering for probability density functions using metaheuristic optimization	7
Fuzzy large margin distribution machine for classification	7
Visual tracking with screening region enrichment and target validation	7
Domain adaptive knowledge tracing	7
A unified approach to designing sequence-based personalized food recommendation systems: tackling dynamic user behaviors	7
Fault detection of train mechanical parts using multi-mode aggregation feature enhanced convolution neural network	7
Adaptive unsupervised feature selection with robust graph regularization	7
Unsupervised domain adaptation by incremental learning for concept drifting data streams	7
Optimized trajectory planning for the time efficient navigation of mobile robot in constrained environment	7
Novel multi-label feature selection via label enhancement and relative maximal discernibility pairs	7
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern	7
Daily routines discovery based on weighted spatial-temporal features	7
Linguistic-valued layered concept lattice and its rule extraction	7
A novel method for image segmentation: two-stage decoding network with boundary attention	7
Seq2Seq-AFL: Fuzzing via sequence-to-sequence model	7
Kernel alignment-based three-way clustering on attribute space and its application in stroke risk identification	7
Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese	7
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data	7
Fault-tolerant control design for nonlinear multilateral teleoperation system with unreliable communication channels and actuator constraints	7
Multiview deep learning-based attack to break text-CAPTCHAs	7
HOGFormer: high-order graph convolution transformer for 3D human pose estimation	7
ConvHiA: convolutional network with hierarchical attention for knowledge graph multi-hop reasoning	7
Profiling users with tag-enhanced spherical metric learning for recommendation	7
Observer-based mixed $$H_{\infty }$$ and passive control for T-S fuzzy semi-Markovian jump systems with time-varying delay via sliding mode method	7
Gait coordination feature modeling and multi-scale gait representation for gait recognition	7
A new adaptive and effective granular ball generation method for classification	6
A deep reinforcement learning control method guided by RBF-ARX pseudo LQR	6
Long-short interest network with graph-based method for sequential recommendation	6
A hybrid similarity measure-based clustering approach for mixed attribute data	6
Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation	6
Recent development of hashing-based image retrieval in non-stationary environments	6
HFCCW: A Novel Hybrid Filter-Clustering-Coevolutionary Wrapper Feature Selection Approach for Network Anomaly Detection	6
Concept learning consistency under three-way decision paradigm	6
Antenna optimization based on master-apprentice broad learning system	6
Relational semantic-enhanced logic rule learning for knowledge graph completion	6
LAR-SiCo: recommending law articles based on multi-label text classification	6
Underwater image enhancement based on multiscale fusion generative adversarial network	6
Cross channel aggregation similarity network for salient object detection	6
A survey on federated learning: challenges and applications	6
MU-OLTC: meta uncertainty calibration for open-set long-tailed classification	6
Multi-agent cooperation policy gradient method based on enhanced exploration for cooperative tasks	6
IntelPVT: intelligent patch-based pyramid vision transformers for object detection and classification	6
Probabilistic multiplicative unbalanced linguistic term set and its application in matrix games	6
Fine-grained image recognition via trusted multi-granularity information fusion	6
An energy-efficient federated learning method with gradient compression and parameter optimization	6
Large language models for medicine: a survey	6