International Journal of Machine Learning and Cybernetics

Article	Citations
Stochastic configuration networks for adaptive inverse dynamics modeling	154
Iterative convolutional enhancing self-attention Hawkes process with time relative position encoding	92
RD-NMSVM: neural mapping support vector machine based on parameter regularization and knowledge distillation	75
Uncertain mean-risk index portfolio selection considering inflation: Chaos adaptive genetic algorithm	61
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	54
Faster and lighter surface defect detection model for transparent wine bottle	54
HOGFormer: high-order graph convolution transformer for 3D human pose estimation	49
Action recognition method based on a novel keyframe extraction method and enhanced 3D convolutional neural network	43
Low-rank tensor learning with projection distance metric for multi-view clustering	41
Glaucoma detection and severity classification based on glaucoattent net framework	40
The processing for label noise based on attribute reduction and two-step method	37
Deep semantic-aware network for zero-shot visual urban perception	37
Fault-tolerant control design for nonlinear multilateral teleoperation system with unreliable communication channels and actuator constraints	36
Balance-driven automatic clustering for probability density functions using metaheuristic optimization	34
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	30
Optimal airport selection utilizing power Muirhead mean based group decision model with 2-tuple linguistic q-rung orthopair fuzzy information	29
Learning to refine source representations for neural machine translation	28
Domain adaptive knowledge tracing	26
Machine translation using deep learning for universal networking language based on their structure	25
Semi-supervised filter feature selection based on natural Laplacian score and maximal information coefficient	25
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	25
Online domain description of big data based on hyperellipsoid models	25
Attention-based adaptive context network for anchor-free instance segmentation	24
A novel metaheuristic optimisation approach for text sentiment analysis	24
Implement an uncertain vector approach to solve entropy-based four-dimensional transportation problems with discounted costs	24

Deconfounded classification by an intervention approach	23
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	22
Towards an improved label noise proportion estimation in small data: a Bayesian approach	20
PaIaNet: position-aware and identification-aware network for low-light salient object detection	20
Fuzzy large margin distribution machine for classification	20
Hierarchical algorithm for calculating approximation regions based on granular computing	19
Dual-discriminator conditional Giza pyramids construction generative adversarial network based traffic density recognition using road vehicle images	19
Observer-based mixed $$H_{\infty }$$ and passive control for T-S fuzzy semi-Markovian jump systems with time-varying delay via sliding mode method	18
Kernel alignment-based three-way clustering on attribute space and its application in stroke risk identification	18
‘What’ and ‘Where’ both matter: dual cross-modal graph convolutional networks for multimodal named entity recognition	18
Microbial data augmentation combining feature extraction and transformer network	18
Multi-label learning with incomplete labels via dual manifold mappings	18
Consensus latent incomplete multi-view clustering with low-rank tensor constraint	17
Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery	17
Compressed sensing using generative models based on fisher information	17
Group decision-making method with directed graph under linguistic environment	17
Context-sensitive graph representation learning	17
Deep feature network with multi-scale fusion for highly congested crowd counting	17
Uncertainty measurement for a fuzzy set-valued information system	16
The impact of random parameter distribution on RVFL model performance in bearing fault diagnosis	16
SPERM: sequential pairwise embedding recommendation with MI-FGSM	16
Extended random forest for multivariate air quality forecasting	16
Visual tracking with screening region enrichment and target validation	16
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM	16
A new neural network method for solving Bratu type equations with rational polynomials	16
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data	15
A pruning extreme learning machine with $$L_{2, 1/2}$$ regularization for multi-dimensional output problems	15
Program synthesis algorithm based on context consistency heuristic	15
ACP based reinforcement learning for long-term recommender system	15
Multiple-model and time-sensitive dynamic active learning for recurrent graph convolutional network model extraction attacks	15
Stemming competitive influence spread in social networks through binary ions motion optimization	15
Self-paced and Bayes-decision-rule linear KNN prediction	15
Improving offline handwritten Chinese text recognition with glyph-semanteme fusion embedding	15
Asymmetric models of intuitionistic fuzzy rough sets and their applications in decision-making	15
Multigranulation double-quantitative decision-theoretic rough sets based on logical operations	14
Multi-label space reshape for semantic-rich label-specific features learning	14
Attention Matching Network for few-shot learning in the syndrome differentiation of cerebral stroke	14
A temporal-attribute attention neural network for mixed frequency data forecasting	14
A novel method for image segmentation: two-stage decoding network with boundary attention	14
Democratic three-way decisions based on voting mechanism	14
Adversarial attack method based on enhanced spatial momentum	14
Model-agnostic multi-stage loss optimization meta learning	14
Hierarchical metric learning with intra-level and inter-level regularization	13
The concept information of graph granule with application to knowledge graph embedding	13
Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles	13
Multi-period mean–variance portfolio selection with real constraints based on machine learning	13
Sentiment classification of movie reviews: a powerful method based on ensemble of classifiers and features	13
Consistency measure of the WH-PLPR under the risk identification of PPP projects	13
Generative face inpainting hashing for occluded face retrieval	13
Different gaze direction (DGNet) collaborative learning for iris segmentation	13

Mobile robot path planning based on multi-experience pool deep deterministic policy gradient in unknown environment	13
Dynamic graph-based attribute reduction approach with fuzzy rough sets	13
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	13
Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation	13
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	13
Learning positioning policies for mobile manipulation operations with deep reinforcement learning	12
Semi-supervised label enhancement via structured semantic extraction	12
Graph-aware tensor factorization convolutional network for knowledge graph completion	12
Self-paced hierarchical metric learning (SPHML)	12
Three-level and three-way uncertainty measurements for interval-valued decision systems	11
Consistency regularization for deep semi-supervised clustering with pairwise constraints	11
iMovieRec: a hybrid movie recommendation method based on a user-image-item model	11
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	11
Depth color correlation-guided dark channel prior for underwater image enhancement	11
Distance metric learning with local multiple kernel embedding	11
Tabular reasoning via two-stage knowledge injection	11
A static video summarization approach via block-based self-motivated visual attention scoring mechanism	11
Click-through rate prediction based on feature interaction and behavioral sequence	11
Learning to capture contrast in sarcasm with contextual dual-view attention network	11
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern	11
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	11
DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network	10
A novel intuitionistic fuzzy three-way decision model based on an intuitionistic fuzzy incomplete information system	10
Cancer cells population control in a delayed-model of a leukemic patient using the combination of the eligibility traces algorithm and neural networks	10
Knowledge-enhanced recommendation via dynamic co-attention and high-order connectivity	10
Improved local-feature-based few-shot learning with Sinkhorn metrics	10
Segmentation-based multi-scale attention model for KRAS mutation prediction in rectal cancer	10
Global-chronological graph interactive networks for multi-domain dialogue state tracking	10
An adaptive focused target feature fusion network for detection of foreign bodies in coal flow	10
A new method for two-stage partial-to-partial 3D point cloud registration: multi-level interaction perception	10
Unsupervised person re-identification via K-reciprocal encoding and style transfer	10
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	10
Consistent epistemic planning for multiagent deep reinforcement learning	10
Window transformer for dialogue document: a joint framework for causal emotion entailment	10
Multi-label feature selection via joint label enhancement and pairwise label correlations	10
A novel binary many-objective feature selection algorithm for multi-label data classification	9
Uncertain two-echelon green supply chain models based on revenue sharing contract	9
An enhanced Mayfly optimization algorithm based on orthogonal learning and chaotic exploitation strategy	9
Multiview deep learning-based attack to break text-CAPTCHAs	9
Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems	9
Data-driven quantification and intelligent decision-making in traditional Chinese medicine: a review	9
Dual stage black-box adversarial attack against vision transformer	9
Remaining useful life prediction of integrated modular avionics using ensemble enhanced online sequential parallel extreme learning machine	9
RHGNN: imposing relational inductive bias for heterogeneous graph neural network	9
3A-COT: an attend-arrange-abstract chain-of-thought for multi-document summarization	9
A reduced nonstationary discrete convolution kernel for multimode process monitoring	9
Undersampling based on generalized learning vector quantization and natural nearest neighbors for imbalanced data	9
Novel multi-label feature selection via label enhancement and relative maximal discernibility pairs	9
A stochastic sensitivity-based multi-objective optimization method for short-term wind speed interval prediction	9
A new multi-period optimization model for resilient-sustainable project portfolio evaluation under interval-valued Pythagorean fuzzy sets with a case study	9
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks	9
A new supervised outlier detection method for hybrid data	9
Recursive noisy label learning paradigm based on confidence measurement for semi-supervised depth completion	9
Deep bilinear Koopman realization for dynamics modeling and predictive control	9
Gait coordination feature modeling and multi-scale gait representation for gait recognition	8
Modeling the dynamics of Covid-19 in Japan: employing data-driven deep learning approach	8
Water atom search algorithm-based deep recurrent neural network for the big data classification based on spark architecture	8
Prototype equilibrium network with group emotional contagion for few-shot emotion recognition in conversation	8
Lightweight fungal spore detection based on improved YOLOv5 in natural scenes	8
Personalized federated learning based on multi-head attention algorithm	8
Data augmentation for aspect-based sentiment analysis	8
Multiformer-based hybrid learning with outlier re-assignment for unsupervised person re-identification	8
PSO-ECM: particle swarm optimization-based evidential C-means algorithm	8
Multi-dynamic residual graph convolutional network with global feature enhancement for traffic flow prediction	8
Multi-scale adaptive networks for efficient inference	8
A new rotation forest ensemble algorithm	8
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	8
ConvHiA: convolutional network with hierarchical attention for knowledge graph multi-hop reasoning	8
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	8
Gas concentration prediction based on ED-SLSTM model under the framework of Trend Prediction-Time Point Prediction	8
Adaptive robust local online density estimation for streaming data	8
Robust graph neural networks with Dirichlet regularization and residual connection	8
Learning deep representation for action unit detection with auxiliary facial attributes	8
A multi-stage fusion instance learning method for anomalous event detection in videos	8
Interval-valued test cost sensitive attribute reduction related to risk attitude	8
A model of three-way approximation of intuitionistic fuzzy sets	8
BSSFS: binary sparrow search algorithm for feature selection	8
Building semi-supervised decision trees with semi-cart algorithm	8
Small target deep convolution recognition algorithm based on improved YOLOv4	8
RADCU-Net: residual attention and dual-supervision cascaded U-Net for retinal blood vessel segmentation	8

Pixel-patch combination loss for refined edge detection	7
Performance evaluations of large language models for customer service	7
Low resource neural machine translation model optimization based on semantic confidence weighted alignment	7
A robust novelty detection framework based on ensemble learning	7
A survey of multi-label classification based on supervised and semi-supervised learning	7
Triple confidence-aware encoder–decoder model for commonsense knowledge graph completion	7
A stochastic recursive gradient algorithm with inertial extrapolation for non-convex problems and machine learning	7
Efficient low-light image enhancement with model parameters scaled down to 0.02M	7
Attention-driven frequency-based Zero-Shot Learning with phase augmentation	7
Reduced PAPR Model Predictive Control based FBMC/OQAM signal for NB-IoT paradigm	7
Stochastic configuration network modeling method based on information superposition and mixture correntropy	7
Building hierarchical class structures for extreme multi-class learning	7
A multi-level attention long short-term memory neural network based on rival rise algorithm for traffic volume prediction	7
Deep generative clustering methods based on disentangled representations and augmented data	7
Optimized trajectory planning for the time efficient navigation of mobile robot in constrained environment	7
Link prediction for heterogeneous information networks based on enhanced meta-path aggregation and attention mechanism	7
Linguistic-valued layered concept lattice and its rule extraction	7
Deep learning-based intrusion detection system for in-vehicle networks with knowledge graph and statistical methods	7
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	7
Decision making based on AND-logical quantification of uncertainty in pairwise comparisons	7
D2TS: a dual diversity tree selection approach to pruning of random forests	7
Unsupervised domain adaptation by incremental learning for concept drifting data streams	7
Seq2Seq-AFL: Fuzzing via sequence-to-sequence model	7
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	7
A novel density peaks clustering algorithm based on K nearest neighbors with adaptive merging strategy	7
Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction	7
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction	7
A novel feature selection method using generalized inverted Dirichlet-based HMMs for image categorization	7
A dual stream attention network for facial expression recognition in the wild	7
Explainable label distribution learning by exploiting neighborhood	7
A new case based reasoning diagnosis approach within a possibilistic framework	7
Density peaks clustering based on k-nearest neighbors and self-recommendation	7
General fine-grained event detection based on fusion of multi-information representation and attention mechanism	7
SPAN: siampillars attention network for 3D object tracking in point clouds	6
Adaptive factorization rank selection-based NMF and its application in tumor recognition	6
DRCW-FRkNN-OVO: distance-based related competence weighting based on fixed radius k nearest neighbour for one-vs-one scheme	6
Lightweight image super-resolution with group-convolutional feature enhanced distillation network	6
A three-way decision method based on COPRAS in the weak probabilistic linguistic term set information systems	6
Landmark based guidance for reinforcement learning agents under partial observability	6
Exploiting deep textures for image retrieval	6
Correction to: Recent advances in multiple criteria decision making techniques	6
Generating adversarial samples by manipulating image features with auto-encoder	6
Semisupervised action recognition with adaptive correlation learning	6
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	6
Sustainable competitiveness evaluation of container liners based on granular computing and social network group decision making	6
Genetic algorithm based approach to compress and accelerate the trained Convolution Neural Network model	6
A review on handwritten text segmentation in Indian languages	6
Tripm: a multi-label deep learning SCA model for multi-byte attacks	6
Irregular convolution strategy based tensorized type-2 single layer feedforward network	6
Confidence estimation for t-SNE embeddings using random forest	6
Introduction to the special issue on recent advances in graph learning: theory, algorithms, applications, and systems	6
Representation learning from noisy user-tagged data for sentiment classification	6
Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection	6
Network pruning via probing the importance of filters	6
Rotation Forest for multi-target regression	6
Topic-aware hierarchical multi-attention network for text classification	6
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	6
Imbalanced driving scene recognition with class focal loss and data augmentation	6
RAMFAE: a novel unsupervised visual anomaly detection method based on autoencoder	6
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	6
A two-stage optimized robust kernel density estimation for Bayesian classification with outliers	6
Pythagorean fuzzy soft decision-making method for cache replacement policy selection in fog computing	6
Online handwritten scripts classification using fuzzy attributed relational graphs	6
A Gaussian RBM with binary auxiliary units	6
Beyond traditional visual object tracking: a survey	6
Correction to: Rotation Forest for multi-target regression	6
Color attention tracking with score matching	6
Enhanced spatial–temporal dynamics in pose forecasting through multi-graph convolution networks	6
Single-stage zero-shot object detection network based on CLIP and pseudo-labeling	6
Feature augmentation and scale penalty for tiny floating detection	6
Discrete matrix factorization hashing for cross-modal retrieval	6
Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images	6
A hybrid similarity measure-based clustering approach for mixed attribute data	5
Kernel risk-sensitive mean p-power error based robust extreme learning machine for classification	5
Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications	5
A hybrid of XGBoost and aspect-based review mining with attention neural network for user preference prediction	5
Metric learning with clustering-based constraints	5
Human activity recognition using pre-trained network with informative templates	5
Pathological image super-resolution using mix-attention generative adversarial network	5
Fine-grained image recognition via trusted multi-granularity information fusion	5
Multi-view reinforcement learning for sequential decision-making with insufficient state information	5
Underwater image enhancement based on multiscale fusion generative adversarial network	5
Convergence analysis for sparse Pi-sigma neural network model with entropy error function	5
Near-infrared fusion for deep lightness enhancement	5
An evolutionary feature selection method based on probability-based initialized particle swarm optimization	5
Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system	5
A multiple kinds of information extraction method for multi-view low-rank subspace clustering	5
LM-Net: a dynamic gesture recognition network with long-term aggregation and motion excitation	5
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction	5
Efficient evolutionary neural architecture search based on hybrid search space	5
Drfnet: dual stream recurrent feature sharing network for video dehazing	5
Recurrent autonomous autoencoder for intelligent DDoS attack mitigation within the ISP domain	5
Two-dimensional k-subspace clustering and its applications on image recognition	5
Domain generalization by distribution estimation	5
Robust nonparallel support vector machine with privileged information for pattern recognition	5