International Journal of Machine Learning and Cybernetics

Article	Citations
Glaucoma detection and severity classification based on glaucoattent net framework	231
The processing for label noise based on attribute reduction and two-step method	101
AC-EIC: addressee-centered emotion inference in conversations	85
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning	74
Correction: Unsupervised Anomaly Detection Approach for Cyberattack Identification	72
Profiling users with tag-enhanced spherical metric learning for recommendation	63
Exploring possibilistic fingerprint image quality analysis: a soft computing approach for biometric database management	56
Optimized trajectory planning for the time efficient navigation of mobile robot in constrained environment	55
Single-stage zero-shot object detection network based on CLIP and pseudo-labeling	49
Attention Matching Network for few-shot learning in the syndrome differentiation of cerebral stroke	43
Multiformer-based hybrid learning with outlier re-assignment for unsupervised person re-identification	42
Dual-discriminator conditional Giza pyramids construction generative adversarial network based traffic density recognition using road vehicle images	41
Daily routines discovery based on weighted spatial-temporal features	38
Stochastic configuration network modeling method based on information superposition and mixture correntropy	37
Extended random forest for multivariate air quality forecasting	32
An improved multi-scale convolution and transformer network for EEG-based motor imagery decoding	31
RHGNN: imposing relational inductive bias for heterogeneous graph neural network	30
Knowledge-enhanced recommendation via dynamic co-attention and high-order connectivity	30
Tripm: a multi-label deep learning SCA model for multi-byte attacks	30
Faster and lighter surface defect detection model for transparent wine bottle	29
DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network	28
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	28
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM	27
Kernel alignment-based three-way clustering on attribute space and its application in stroke risk identification	27
The impact of random parameter distribution on RVFL model performance in bearing fault diagnosis	26

Program synthesis algorithm based on context consistency heuristic	25
Multigranulation double-quantitative decision-theoretic rough sets based on logical operations	24
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	24
Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles	23
Multi-period mean–variance portfolio selection with real constraints based on machine learning	22
Different gaze direction (DGNet) collaborative learning for iris segmentation	22
Distance metric learning with local multiple kernel embedding	22
iMovieRec: a hybrid movie recommendation method based on a user-image-item model	21
Uncertain mean-risk index portfolio selection considering inflation: Chaos adaptive genetic algorithm	21
Consistent epistemic planning for multiagent deep reinforcement learning	21
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	20
A two-stage optimized robust kernel density estimation for Bayesian classification with outliers	20
Unsupervised cross-domain object detection based on dynamic smooth cross entropy	20
Explainable label distribution learning by exploiting neighborhood	19
Low resource neural machine translation model optimization based on semantic confidence weighted alignment	19
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	19
A stochastic recursive gradient algorithm with inertial extrapolation for non-convex problems and machine learning	18
Dual stage black-box adversarial attack against vision transformer	18
Undersampling based on generalized learning vector quantization and natural nearest neighbors for imbalanced data	18
Novel multi-label feature selection via label enhancement and relative maximal discernibility pairs	17
3A-COT: an attend-arrange-abstract chain-of-thought for multi-document summarization	17
A new multi-period optimization model for resilient-sustainable project portfolio evaluation under interval-valued Pythagorean fuzzy sets with a case study	17
A new case based reasoning diagnosis approach within a possibilistic framework	17
Water atom search algorithm-based deep recurrent neural network for the big data classification based on spark architecture	17
A dual stream attention network for facial expression recognition in the wild	17
A new supervised outlier detection method for hybrid data	17
Modeling the dynamics of Covid-19 in Japan: employing data-driven deep learning approach	17
Deep learning-based intrusion detection system for in-vehicle networks with knowledge graph and statistical methods	17
Learning positioning policies for mobile manipulation operations with deep reinforcement learning	17
Gformer: a novel spatio-temporal transformer network for accurate traffic flow prediction	17
Low-rank tensor learning with projection distance metric for multi-view clustering	17
Performance evaluations of large language models for customer service	17
A robust novelty detection framework based on ensemble learning	17
Enhanced spatial–temporal dynamics in pose forecasting through multi-graph convolution networks	16
Domain adaptive knowledge tracing	16
Model-agnostic multi-stage loss optimization meta learning	16
Semi-supervised filter feature selection based on natural Laplacian score and maximal information coefficient	16
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	16
The concept information of graph granule with application to knowledge graph embedding	16
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	16
A novel binary many-objective feature selection algorithm for multi-label data classification	16
A stochastic sensitivity-based multi-objective optimization method for short-term wind speed interval prediction	15
Machine translation using deep learning for universal networking language based on their structure	15
Sentiment classification of movie reviews: a powerful method based on ensemble of classifiers and features	15
Unsupervised person re-identification via K-reciprocal encoding and style transfer	15
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	15
Adversarial attack method based on enhanced spatial momentum	15
Self-paced hierarchical metric learning (SPHML)	15
SPERM: sequential pairwise embedding recommendation with MI-FGSM	15
Sustainable competitiveness evaluation of container liners based on granular computing and social network group decision making	15

Learning to capture contrast in sarcasm with contextual dual-view attention network	15
Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery	15
Linguistic-valued layered concept lattice and its rule extraction	14
A new neural network method for solving Bratu type equations with rational polynomials	14
Multi-dynamic residual graph convolutional network with global feature enhancement for traffic flow prediction	14
Visual tracking with screening region enrichment and target validation	14
Mobile robot path planning based on multi-experience pool deep deterministic policy gradient in unknown environment	14
A model of three-way approximation of intuitionistic fuzzy sets	14
Compressed sensing using generative models based on fisher information	13
Semi-supervised label enhancement via structured semantic extraction	13
Fault-tolerant control design for nonlinear multilateral teleoperation system with unreliable communication channels and actuator constraints	13
Online domain description of big data based on hyperellipsoid models	13
Towards an improved label noise proportion estimation in small data: a Bayesian approach	13
Decision making based on AND-logical quantification of uncertainty in pairwise comparisons	13
Segmentation-based multi-scale attention model for KRAS mutation prediction in rectal cancer	13
A novel density peaks clustering algorithm based on K nearest neighbors with adaptive merging strategy	13
Democratic three-way decisions based on voting mechanism	13
Correction to: Rotation Forest for multi-target regression	13
Learning deep representation for action unit detection with auxiliary facial attributes	13
Triple confidence-aware encoder–decoder model for commonsense knowledge graph completion	13
Discrete matrix factorization hashing for cross-modal retrieval	13
Pixel-patch combination loss for refined edge detection	13
A review on handwritten text segmentation in Indian languages	12
A novel intuitionistic fuzzy three-way decision model based on an intuitionistic fuzzy incomplete information system	12
Semisupervised action recognition with adaptive correlation learning	12
A novel method for image segmentation: two-stage decoding network with boundary attention	12
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	12
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	12
Attention-driven frequency-based Zero-Shot Learning with phase augmentation	12
Improving offline handwritten Chinese text recognition with glyph-semanteme fusion embedding	12
Multi-label space reshape for semantic-rich label-specific features learning	12
A temporal-attribute attention neural network for mixed frequency data forecasting	11
A novel feature selection method using generalized inverted Dirichlet-based HMMs for image categorization	11
RD-NMSVM: neural mapping support vector machine based on parameter regularization and knowledge distillation	11
Learning to refine source representations for neural machine translation	11
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	11
Data augmentation for aspect-based sentiment analysis	11
Deconfounded classification by an intervention approach	11
Implement an uncertain vector approach to solve entropy-based four-dimensional transportation problems with discounted costs	11
Improved local-feature-based few-shot learning with Sinkhorn metrics	11
Small target deep convolution recognition algorithm based on improved YOLOv4	11
Attention-based adaptive context network for anchor-free instance segmentation	10
Consistency regularization for deep semi-supervised clustering with pairwise constraints	10
A multi-stage fusion instance learning method for anomalous event detection in videos	10
Imbalanced driving scene recognition with class focal loss and data augmentation	10
Hierarchical metric learning with intra-level and inter-level regularization	10
Multiview deep learning-based attack to break text-CAPTCHAs	10
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data	10
ACP based reinforcement learning for long-term recommender system	10
Consistency measure of the WH-PLPR under the risk identification of PPP projects	10
An enhanced Mayfly optimization algorithm based on orthogonal learning and chaotic exploitation strategy	10
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	10
A new rotation forest ensemble algorithm	10
Group decision-making method with directed graph under linguistic environment	10
Self-paced and Bayes-decision-rule linear KNN prediction	10
Multi-scale adaptive networks for efficient inference	9
Stochastic configuration networks for adaptive inverse dynamics modeling	9
Observer-based mixed $$H_{\infty }$$ and passive control for T-S fuzzy semi-Markovian jump systems with time-varying delay via sliding mode method	9
Context-sensitive graph representation learning	9
Hierarchical algorithm for calculating approximation regions based on granular computing	9
A pruning extreme learning machine with $$L_{2, 1/2}$$ regularization for multi-dimensional output problems	9
PaIaNet: position-aware and identification-aware network for low-light salient object detection	9
Feature augmentation and scale penalty for tiny floating detection	9
Personalized federated learning based on multi-head attention algorithm	9
Generative face inpainting hashing for occluded face retrieval	9
A novel metaheuristic optimisation approach for text sentiment analysis	9
Multiple-model and time-sensitive dynamic active learning for recurrent graph convolutional network model extraction attacks	9
Efficient low-light image enhancement with model parameters scaled down to 0.02M	9
Multi-label learning with incomplete labels via dual manifold mappings	9
Fuzzy large margin distribution machine for classification	9
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	9
Deep feature network with multi-scale fusion for highly congested crowd counting	9
General fine-grained event detection based on fusion of multi-information representation and attention mechanism	9
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction	9
Stemming competitive influence spread in social networks through binary ions motion optimization	9
Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation	9
Prototype equilibrium network with group emotional contagion for few-shot emotion recognition in conversation	9
Lightweight fungal spore detection based on improved YOLOv5 in natural scenes	9
Depth color correlation-guided dark channel prior for underwater image enhancement	9
Click-through rate prediction based on feature interaction and behavioral sequence	8

ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	8
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	8
Seq2Seq-AFL: Fuzzing via sequence-to-sequence model	8
Recursive noisy label learning paradigm based on confidence measurement for semi-supervised depth completion	8
Dynamic graph-based attribute reduction approach with fuzzy rough sets	8
Gait coordination feature modeling and multi-scale gait representation for gait recognition	8
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern	8
Rotation Forest for multi-target regression	8
Building hierarchical class structures for extreme multi-class learning	8
Iterative convolutional enhancing self-attention Hawkes process with time relative position encoding	8
Data-driven quantification and intelligent decision-making in traditional Chinese medicine: a review	8
Tabular reasoning via two-stage knowledge injection	8
PSO-ECM: particle swarm optimization-based evidential C-means algorithm	8
Consensus latent incomplete multi-view clustering with low-rank tensor constraint	8
Unsupervised domain adaptation by incremental learning for concept drifting data streams	8
Link prediction for heterogeneous information networks based on enhanced meta-path aggregation and attention mechanism	8
Robust graph neural networks with Dirichlet regularization and residual connection	8
A multi-level attention long short-term memory neural network based on rival rise algorithm for traffic volume prediction	8
Topic-aware hierarchical multi-attention network for text classification	8
Microbial data augmentation combining feature extraction and transformer network	8
Interval-valued test cost sensitive attribute reduction related to risk attitude	8
Gas concentration prediction based on ED-SLSTM model under the framework of Trend Prediction-Time Point Prediction	8
Asymmetric models of intuitionistic fuzzy rough sets and their applications in decision-making	8
Building semi-supervised decision trees with semi-cart algorithm	8
A static video summarization approach via block-based self-motivated visual attention scoring mechanism	8
Landmark based guidance for reinforcement learning agents under partial observability	8
Window transformer for dialogue document: a joint framework for causal emotion entailment	8
Action recognition method based on a novel keyframe extraction method and enhanced 3D convolutional neural network	8
Deep bilinear Koopman realization for dynamics modeling and predictive control	7
SPAN: siampillars attention network for 3D object tracking in point clouds	7
Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems	7
A survey of multi-label classification based on supervised and semi-supervised learning	7
‘What’ and ‘Where’ both matter: dual cross-modal graph convolutional networks for multimodal named entity recognition	7
Leveraging dataset integration and continual learning for human activity recognition	7
Graph-aware tensor factorization convolutional network for knowledge graph completion	7
ARTEMIS: animal recognition through enhanced multimodal integration system	7
Deep generative clustering methods based on disentangled representations and augmented data	7
A new method for two-stage partial-to-partial 3D point cloud registration: multi-level interaction perception	7
ConvHiA: convolutional network with hierarchical attention for knowledge graph multi-hop reasoning	7
D2TS: a dual diversity tree selection approach to pruning of random forests	7
Deep semantic-aware network for zero-shot visual urban perception	7
NIDS-CBAD: detecting adversarial attacks in network intrusion detection systems using domain constraints	7
A reduced nonstationary discrete convolution kernel for multimode process monitoring	7
Online handwritten scripts classification using fuzzy attributed relational graphs	7
Balance-driven automatic clustering for probability density functions using metaheuristic optimization	7
Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction	7
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	7
Dual-driven embedded feature selection method based on fuzzy decision consistency and classification reward mechanism	7
Correction to: Recent advances in multiple criteria decision making techniques	7
Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection	7
Multi-label feature selection via joint label enhancement and pairwise label correlations	7
RADCU-Net: residual attention and dual-supervision cascaded U-Net for retinal blood vessel segmentation	7
Deep learning for time series forecasting: a survey	7
Semi-supervised incremental domain generalization learning based on causal invariance	7
BSSFS: binary sparrow search algorithm for feature selection	7
Global-chronological graph interactive networks for multi-domain dialogue state tracking	7
An adaptive focused target feature fusion network for detection of foreign bodies in coal flow	7
HOGFormer: high-order graph convolution transformer for 3D human pose estimation	7
RAMFAE: a novel unsupervised visual anomaly detection method based on autoencoder	7
Image encoded time series classification of small datasets: an innovative architecture using deep learning ensembles	7
Optimal airport selection utilizing power Muirhead mean based group decision model with 2-tuple linguistic q-rung orthopair fuzzy information	7
Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images	7
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	7
Genetic algorithm based approach to compress and accelerate the trained Convolution Neural Network model	7
Metric learning with multi-relational data	6
Bi-objective feature selection in high-dimensional datasets using improved binary chimp optimization algorithm	6
REMFLOW: RAG-enhanced multi-factor rainfall flooding warning in sponge airports via large language model	6
Single image deraining via nonlinear recursive Conv-Transformer	6
Automated catastrophic optical damage inspection of semiconductor laser chip based on multi-scale strip convolution aggregation	6
Fine-grained image recognition via trusted multi-granularity information fusion	6
A new belief entropy measure in the weighted combination rule under DST with faulty diagnosis and real-life medical application	6
Introduction to the special issue on recent advances in graph learning: theory, algorithms, applications, and systems	6
Joint feature fusion hashing for cross-modal retrieval	6
Subspace learning via Hessian regularized latent representation learning with $${l}_{2,0}$$-norm constraint: unsupervised feature selection	6
Permutation driven evolutionary ordering with dependency filtering for multi-label classification	6
A multi-source credit data fusion approach based on federated distillation learning	6
Tourism profile measure for data-driven tourism segmentation	6
Exploring correlation of relationship reasoning for scene graph generation	6
Adaptive distillation on hard samples benefits consistency for certified robustness	6
Periodic frequent subgraph mining in dynamic graphs	6
Near-infrared fusion for deep lightness enhancement	6
Continual portfolio selection in dynamic environments via incremental reinforcement learning	6
Method for three-way decisions using similarity in incomplete information systems	6
An ordered subsets orthogonal nonnegative matrix factorization framework with application to image clustering	6
Semi-supervised correntropy-based non-negative matrix factorization with hypergraph regularization	6
Feature selection based L1alm-DT and MHT-LSTM for human activity recogition via sensor	6
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction	6
Deep feature dendrite with weak mapping for small-sample hyperspectral image classification	6
Off-policy asymptotic and adaptive maximum entropy deep reinforcement learning	6
Feature selections based on fuzzy probability dominance rough sets in interval-valued ordered decision systems	6
Cyclic sequential process of pairwise comparisons with application to multi-criteria decision making	6
Recent development of hashing-based image retrieval in non-stationary environments	6
Multi-label sequence generating model via label semantic attention mechanism	6
sEMG based hand gesture recognition with deformable convolutional network	6
Frequency coordination and economic dispatch of microgrids using fuzzy neural network control	6