Information Sciences

Article	Citations
Fully dynamic group signatures from subset difference methods under simple assumptions	1922
ThCoRe: Things of interest recommendation based on novel things correlations	232
Editorial Board	206
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	205
Computation of synchronous diagnosis bases of discrete-event systems	203
Disentangling clusters from non-Euclidean data via graph frequency reorganization	200
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	200
On acceptance conditions in abstract argumentation frameworks	177
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	176
Generating real-world hypergraphs via deep generative models	168
Corrigendum to “CDiffu-DL: Few-shot line drawing extraction from Dunhuang murals via self-supervised pre-training of condition fusion with diffusion model”. [Inf. Sci. 731 (2026) 122931]	160
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	154
Controlling estimation error in reinforcement learning via Reinforced Operation	153
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	151
Editorial Board	151
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	147
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	146
MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization	138
Community hiding: Completely escape from community detection	136
Data gravitation-based three-way sampling method for imbalanced data classification	135
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	135
An analytic formulation of convolutional neural network learning for pattern recognition	134
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	134
Sensitive region-aware black-box adversarial attacks	134
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	133

Parameter identification of photovoltaic models using differential evolution based on self-organized criticality	127
Joint group and pairwise localities embedding for feature extraction	126
Effect of choosing loss function when using T-batching for representation learning on dynamic networks	126
Federated learning with clustered hyperparameter optimization	123
Resilient and privacy-preserving consensus for multi-agent systems	121
Transfer learning for just noticeable difference estimation	120
Graph prototypical contrastive learning	120
Pricing GAN-based data generators under Rényi differential privacy	118
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	115
Class semantics guided knowledge distillation for few-shot class incremental learning	112
Multi-type crowdsourcing task allocation based on a low-constraint two-stage alternating multi-objective evolutionary	110
Quality adaptive class center for lightweight large-scale face recognition	109
Prediction of social influence in higher-order networks	108
A UAV tracking framework via motion-decoupled trajectory prediction and occlusion handling	108
From attack graph analysis to attack function analysis	106
RsDiff: Rational score based knowledge graph diffusion for recommendation	105
An effective and robust deep clustering approach for time series with spatial information	103
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	103
HyDaST: Mortality risk prediction via EHR-hypergraph and dual-scale temporal pattern extraction	103
Introducing fairness in network visualization	103
A multi-granularity distance with its application for decision making	103
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	103
PaVa: A novel path-based valley-seeking clustering algorithm	102
A fairness-aware graph contrastive learning recommender framework for social tagging systems	98
Mean-based Borda count for paradox-free comparisons of optimization algorithms	96
Improved query specialization for transformer-based visual relationship detection	96
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	95
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	95
Users' photos of items can reveal their tastes in a recommender system	94
Decomposed deep multi-view subspace clustering with self-labeling supervision	94
GSS: A group similarity system based on unsupervised outlier detection for big data computing	94
Implementing bionic associate memory based on spiking signal	94
A graph attention fusion network for event-driven traffic speed prediction	94
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	93
A transformation-based Z-number distance measure using belief functions and ERP method	92
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	90
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	90
Simplification logic for the management of unknown information	90
Multi-label Twin support vector machine with probabilistic output and its safe screening rule	90
Adaptive dependency learning graph neural networks	90
Smart contract-based integrity audit method for IoT	90
Distinguishing latent interaction types from implicit feedbacks for recommendation	89
Local sparse discriminative feature selection	89
Q-learning with heterogeneous update strategy	88
Adaptive histogram equalization with visual perception consistency	88
Multi-view clustering with adaptive procrustes on Grassmann manifold	88
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	87
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	87
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	87
Domain adaptation techniques for natural and medical image classification	87

Learning shared and non-redundant label-specific features for partial multi-label classification	86
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	86
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	85
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	85
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	85
Optimal scale combination selection in generalized multi-scale hybrid decision systems	84
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	84
Federated stochastic configuration networks for distributed data analytics	84
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	84
Extremal values of degree-based entropies of bipartite graphs	83
Distributed optimization in predefined-time for multi-agent systems over a directed network	83
Robust fuzzy regression functions approaches	82
A novel linear discriminant analysis based on alternate ratio sum minimization	82
Exploring view-specific label relationships for multi-view multi-label feature selection	81
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	81
MLaVQA: A multi-level attention method for remote sensing visual question answering with large language model	81
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	80
SHARE: Designing multiple criteria-based personalized research paper recommendation system	80
Temporal dependencies and global context fusion: A hybrid transformer-LSTM framework for adaptive option pricing in dynamic financial markets	80
Tensor subspace clustering using consensus tensor low-rank representation	79
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	79
Dropout injection at test time for post hoc uncertainty quantification in neural networks	78
Progressive decoupled target-into-source multi-target domain adaptation	78
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	78
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	78
BALSO-DTV: Binary artificial locust swarm optimization algorithm boosted with agent motion-based dynamic time-varying S-shaped transfer functions for feature selection in high-dimensional data	77
Blockchain-based crowdsourced deep reinforcement learning as a service	76
Novel image encryption scheme based on chaotic signals with finite-precision error	76
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	75
Entropy-based local and global 3D active contour model for industrial CT volume data segmentation and measurement	75
A digital twin-based edge intelligence framework for decentralized decision in IoV system	75
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	75
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	75
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	75
Time-frequency based multi-task learning for semi-supervised time series classification	74
Fuzzy relational galois connections: the final frontier	73
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	73
uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	73
Predicting customer churn in fuel retail: A multi-source domain adaptation approach for the price commitment scenario	73
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	73
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	73
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	72
Multi-hyperplane twin support vector regression guided with fuzzy clustering	72
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	72
QIST: One-dimensional quantum integer wavelet S-transform	72
Explorer-Actor-Critic: Better actors for deep reinforcement learning	72
Central moments of belief information	71
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	71
Incremental feature selection approach to interval-valued fuzzy decision information systems based on	71
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	71
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	70
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	70
Elastic deep multi-view autoencoder with diversity embedding	70
Editorial Board	70
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	69
Temporal-spatial three-way granular computing for dynamic text sentiment classification	69
Two weighted c-medoids batch SOM algorithms for dissimilarity data	69
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	69
Fitness landscape analysis of convolutional neural network architectures for image classification	68
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	68
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	68
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	67
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	66
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	66
Polynomial-time verification of pattern diagnosability for timed discrete event systems	66
Scalable incomplete multi-view clustering with adaptive data completion	66
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	66
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	65
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	65
Graph convolutional network with triplet attention learning for person re-identification	65
Co-augmentation of structure and feature for boosting graph contrastive learning	64
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	64
Quantitative cusp catastrophe model to explore abrupt changes in collaborative regulation behavior of e-commerce platforms	64
Regularization oversampling for classification tasks: To exploit what you do not know	64
Transportation planning for sustainable supply chain network using big data technology	64
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	64
Double-coupling learning for multi-task data stream classification	64
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	63
Efficient improvement of classification accuracy via selective test-time augmentation	63
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	63

Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	63
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	62
Particle swarm optimization with problem-aware hyperparameter design for feature selection in high dimensions	62
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	62
Identifying influential nodes on directed networks	62
Three-way conflict analysis based on hybrid situation tables	61
Salient detection via the fusion of background-based and multiscale frequency-domain features	61
Three-way conflict analysis with preference-based conflict situations	61
FedAGAT: Real-time traffic flow prediction based on federated community and adaptive graph attention network	60
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	60
Data-and knowledge-driven belief rule learning for hybrid classification	60
Novel stability analysis methods for generalized neural networks with interval time-varying delay	60
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	59
Projection-based coupled tensor learning for robust multi-view clustering	59
Reliability-based ordinal consensus adjustment model for large scale group decision making	59
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	59
Clip-aware expressive feature learning for video-based facial expression recognition	59
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	59
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	58
Smart ride and delivery services with electric vehicles: Leveraging bidirectional charging for profit optimisation	58
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	58
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	58
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	58
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	58
Toward rough set based insightful reasoning in intelligent systems	58
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	57
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	57
Patch merging refiner embedding UNet for image denoising	57
Dynamic location search for identifying maximum weighted independent sets in complex networks	57
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	57
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	57
Robust recommendation-oriented malicious attack detection method	56
Constrained optimization for stratified treatment rules with multiple responses of survival data	56
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	56
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	56
Spatio-temporal invariant descriptors for skeleton-based human action recognition	56
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	56
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	56
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	55
Mixture of deep networks for facial age estimation	55
Optimal activation function subset selection via forward and backward search for enhanced model performance	55
Gaussian kernel based gene selection in a single cell gene decision space	55
An electronic medical record access control model based on intuitionistic fuzzy trust	55
Approximation-based iterative learning control for uncertain It	55
A transductive learning-based method for vehicle routing problems using off-policy proximal policy optimization and hyperparameter optimization	55
Self-supervised vision transformer-based few-shot learning for facial expression recognition	55
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	55
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	54
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	54
MVCformer: A transformer-based multi-view clustering method	54
VPGB: A granular-ball based model for attribute reduction and classification with label noise	54
An inverse graph model for conflict resolution under opinion dynamics with minimum cost	54
ChronosRep: Entropy-regularized evidence fusion and stochastic differential trust dynamics for decentralized identity intelligence	54
Towards self-interpretable review spammer group detection	54
Interpretable Type-3 fuzzy neural modeling of tumor–immune dynamics under delay and chaos: a rule-based and logic-oriented approach	53
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	53
Distributed fault estimation over sensor networks: A bit rate allocation scheme	53
Two efficient local search algorithms for the vertex bisection minimization problem	53
Latent evolution model for change point detection in time-varying networks	53
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	53
Stable matching-based two-way selection in multi-label active learning with imbalanced data	53
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	53
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	53
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	52
Energy-minimized scheduling for reliable workflow applications in heterogeneous cloud computing systems	52
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	52
WaveNet-LSTM: A deep learning air quality prediction model based on both air pollutants and meteorological factors	52
Actuator fault detection for cyber-physical systems in presence of sparse sensor attacks	52
Component importance preference-based evolutionary graph neural architecture search	52
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	52
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	52
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	51
Four new ordered weighted averaging weights generators for regular increasingly monotonic functions	51
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	51
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	51
Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections	51
Facial age estimation using tensor based subspace learning and deep random forests	51
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	51
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	51
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	51
L-Net: A lightweight convolutional neural network for devices with low computing power	51
A novel distributionally robust uncertain optimization method with application to bus bridging service under rail disruptions	51
Multi-granularity awareness via cross fusion for few-shot learning	51
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	50
A fast self-adaptive intuitionistic fuzzy latent factor model	50
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	50
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	50
Dual-channel feature disentanglement for identity-invariant facial expression recognition	50
Partial label feature selection via label disambiguation and neighborhood mutual information	50
Order, subset construction and sequential pattern mining	50
A low-rank support tensor machine for multi-classification	50
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	50
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	49
A novel fault diagnosis method for complex systems based on belief rule base and average causal effect	49
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	49