Information Sciences

Article	Citations
Fully dynamic group signatures from subset difference methods under simple assumptions	2012
ThCoRe: Things of interest recommendation based on novel things correlations	243
Editorial Board	214
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	213
Computation of synchronous diagnosis bases of discrete-event systems	210
Disentangling clusters from non-Euclidean data via graph frequency reorganization	209
On acceptance conditions in abstract argumentation frameworks	204
Generating real-world hypergraphs via deep generative models	179
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]	178
Controlling estimation error in reinforcement learning via Reinforced Operation	171
Editorial Board	167
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	159
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	158
Community hiding: Completely escape from community detection	155
Data gravitation-based three-way sampling method for imbalanced data classification	153
An analytic formulation of convolutional neural network learning for pattern recognition	147
Sensitive region-aware black-box adversarial attacks	146
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	144
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	142
Effect of choosing loss function when using T-batching for representation learning on dynamic networks	141
Joint group and pairwise localities embedding for feature extraction	140
Federated learning with clustered hyperparameter optimization	139
Graph prototypical contrastive learning	138
Pricing GAN-based data generators under Rényi differential privacy	137
Class semantics guided knowledge distillation for few-shot class incremental learning	135

A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	135
Multi-type crowdsourcing task allocation based on a low-constraint two-stage alternating multi-objective evolutionary	134
Quality adaptive class center for lightweight large-scale face recognition	128
Prediction of social influence in higher-order networks	127
A UAV tracking framework via motion-decoupled trajectory prediction and occlusion handling	125
RsDiff: Rational score based knowledge graph diffusion for recommendation	123
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	121
An effective and robust deep clustering approach for time series with spatial information	120
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	119
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	117
Federated stochastic configuration networks for distributed data analytics	111
Extremal values of degree-based entropies of bipartite graphs	110
Robust fuzzy regression functions approaches	109
MLaVQA: A multi-level attention method for remote sensing visual question answering with large language model	108
Exploring view-specific label relationships for multi-view multi-label feature selection	108
Tensor subspace clustering using consensus tensor low-rank representation	107
Progressive decoupled target-into-source multi-target domain adaptation	106
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	106
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	105
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	105
Blockchain-based crowdsourced deep reinforcement learning as a service	105
Entropy-based local and global 3D active contour model for industrial CT volume data segmentation and measurement	104
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	103
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	100
Time-frequency based multi-task learning for semi-supervised time series classification	100
HyDaST: Mortality risk prediction via EHR-hypergraph and dual-scale temporal pattern extraction	99
PaVa: A novel path-based valley-seeking clustering algorithm	99
Predicting customer churn in fuel retail: A multi-source domain adaptation approach for the price commitment scenario	99
A fairness-aware graph contrastive learning recommender framework for social tagging systems	98
Mean-based Borda count for paradox-free comparisons of optimization algorithms	97
Improved query specialization for transformer-based visual relationship detection	97
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	96
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	95
Implementing bionic associate memory based on spiking signal	95
Users' photos of items can reveal their tastes in a recommender system	95
GSS: A group similarity system based on unsupervised outlier detection for big data computing	94
Simplification logic for the management of unknown information	93
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	93
Multi-label Twin support vector machine with probabilistic output and its safe screening rule	93
Adaptive dependency learning graph neural networks	92
Local sparse discriminative feature selection	90
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	90
Distinguishing latent interaction types from implicit feedbacks for recommendation	90
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	90
Q-learning with heterogeneous update strategy	90
Smart contract-based integrity audit method for IoT	90
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	89
Optimal dynamic proxy deployment for performance enhancement in large-scale satellite internet of things	89
Multi-view clustering with adaptive procrustes on Grassmann manifold	89
Multiscale deep stochastic configuration encoder-based fused magnesium furnace state recognition	88

Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	88
MEMA-ConvLSTM: Spatiotemporal prediction via multi-scale autocorrelation memory and hierarchical fusion	88
Learning shared and non-redundant label-specific features for partial multi-label classification	88
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	87
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	87
Temporal dependencies and global context fusion: A hybrid transformer-LSTM framework for adaptive option pricing in dynamic financial markets	85
A graph attention fusion network for event-driven traffic speed prediction	85
Dropout injection at test time for post hoc uncertainty quantification in neural networks	85
Decomposed deep multi-view subspace clustering with self-labeling supervision	85
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	84
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	84
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	84
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	84
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	83
Central moments of belief information	82
From attack graph analysis to attack function analysis	82
Adaptive histogram equalization with visual perception consistency	82
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	82
Multi-hyperplane twin support vector regression guided with fuzzy clustering	82
A novel linear discriminant analysis based on alternate ratio sum minimization	81
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	81
Distributed optimization in predefined-time for multi-agent systems over a directed network	80
Transfer learning for just noticeable difference estimation	80
Incremental feature selection approach to interval-valued fuzzy decision information systems based on	79
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	79
uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	79
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	78
QIST: One-dimensional quantum integer wavelet S-transform	78
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	78
A multi-granularity distance with its application for decision making	77
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	77
Introducing fairness in network visualization	77
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	77
Resilient and privacy-preserving consensus for multi-agent systems	77
SHARE: Designing multiple criteria-based personalized research paper recommendation system	77
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	75
Domain adaptation techniques for natural and medical image classification	75
Minimum-time set stabilization for state-based games	75
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	75
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	74
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	74
Parameter identification of photovoltaic models using differential evolution based on self-organized criticality	74
Optimal scale combination selection in generalized multi-scale hybrid decision systems	74
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	73
A transformation-based Z-number distance measure using belief functions and ERP method	72
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	72
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	72
Explorer-Actor-Critic: Better actors for deep reinforcement learning	72
A digital twin-based edge intelligence framework for decentralized decision in IoV system	71
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	71
A semi-supervised feature selection method based on fast fuzzy consistent granulation	71
MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization	71
Editorial Board	70
Novel image encryption scheme based on chaotic signals with finite-precision error	70
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	70
Elastic deep multi-view autoencoder with diversity embedding	69
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	69
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	69
Two weighted c-medoids batch SOM algorithms for dissimilarity data	69
Mutual sample-center interaction with hard queue mining for face recognition	68
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	68
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	67
TRACED: Trend-adaptive classification with ellipsoidal disambiguation for resolving exterior and coincident regions in data streams	67
BARD: Bidding-augmented response delivery for contextual auction mechanism design	67
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	66
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	66
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	66
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	66
Polynomial-time verification of pattern diagnosability for timed discrete event systems	65
Co-augmentation of structure and feature for boosting graph contrastive learning	65
Graph convolutional network with triplet attention learning for person re-identification	65
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	65
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	65
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	64
Regularization oversampling for classification tasks: To exploit what you do not know	64
Particle swarm optimization with problem-aware hyperparameter design for feature selection in high dimensions	64
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	64
Efficient improvement of classification accuracy via selective test-time augmentation	64
Double-coupling learning for multi-task data stream classification	64
Novel stability analysis methods for generalized neural networks with interval time-varying delay	63

KOSS: Kalman-optimal selective state spaces for long-term sequence modeling	63
Three-way conflict analysis based on hybrid situation tables	63
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	63
Three-way conflict analysis with preference-based conflict situations	63
Projection-based coupled tensor learning for robust multi-view clustering	63
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	62
Smart ride and delivery services with electric vehicles: Leveraging bidirectional charging for profit optimisation	62
Toward rough set based insightful reasoning in intelligent systems	61
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	60
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	60
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	60
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	60
A sparse attention framework for high-dimensional undirected sparse networks	60
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	60
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	60
Approximation-based iterative learning control for uncertain It	59
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	59
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	59
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	59
Dynamic location search for identifying maximum weighted independent sets in complex networks	59
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	59
ChronosRep: Entropy-regularized evidence fusion and stochastic differential trust dynamics for decentralized identity intelligence	59
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	59
Patch merging refiner embedding UNet for image denoising	58
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	58
Two efficient local search algorithms for the vertex bisection minimization problem	58
Towards self-interpretable review spammer group detection	58
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	58
An inverse graph model for conflict resolution under opinion dynamics with minimum cost	58
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	57
Gaussian kernel based gene selection in a single cell gene decision space	57
Robust recommendation-oriented malicious attack detection method	57
A novel fault diagnosis method for complex systems based on belief rule base and average causal effect	57
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	57
Latent evolution model for change point detection in time-varying networks	56
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	56
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	56
Component importance preference-based evolutionary graph neural architecture search	56
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	56
Distributed fault estimation over sensor networks: A bit rate allocation scheme	56
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	56
Actuator fault detection for cyber-physical systems in presence of sparse sensor attacks	56
Interpretable Type-3 fuzzy neural modeling of tumor–immune dynamics under delay and chaos: a rule-based and logic-oriented approach	56
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	56
WaveNet-LSTM: A deep learning air quality prediction model based on both air pollutants and meteorological factors	56
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	56
Facial age estimation using tensor based subspace learning and deep random forests	55
Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections	55
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	55
A novel distributionally robust uncertain optimization method with application to bus bridging service under rail disruptions	55
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	55
Four new ordered weighted averaging weights generators for regular increasingly monotonic functions	55
Multi-granularity awareness via cross fusion for few-shot learning	54
A low-rank support tensor machine for multi-classification	54
Dual-channel feature disentanglement for identity-invariant facial expression recognition	54
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	54
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	53
Energy-minimized scheduling for reliable workflow applications in heterogeneous cloud computing systems	53
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	53
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	53
VPGB: A granular-ball based model for attribute reduction and classification with label noise	53
A fast self-adaptive intuitionistic fuzzy latent factor model	53
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	53
Optimal activation function subset selection via forward and backward search for enhanced model performance	53
An electronic medical record access control model based on intuitionistic fuzzy trust	53
Grid neighbourhood based three way clustering (3WC)	53
Wind-field identification for parafoils based on deep Q-learning iterative inversion	52
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	52
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	52
Stable matching-based two-way selection in multi-label active learning with imbalanced data	52
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	52
Spatio-temporal invariant descriptors for skeleton-based human action recognition	52
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	52
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	52
Quantum support vector machine without iteration	52
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	52
Mixture of deep networks for facial age estimation	52
A vehicle trajectory prediction method based on transfer learning for roadside applications	52
Self-supervised vision transformer-based few-shot learning for facial expression recognition	52
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	52
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	52
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	52
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	51
Order, subset construction and sequential pattern mining	51
Scalable incomplete multi-view clustering with adaptive data completion	51
Identifying influential nodes on directed networks	51
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	51
L-Net: A lightweight convolutional neural network for devices with low computing power	51
Reliability-based ordinal consensus adjustment model for large scale group decision making	51
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	51
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	51
Fitness landscape analysis of convolutional neural network architectures for image classification	51
Partial label feature selection via label disambiguation and neighborhood mutual information	51
Transportation planning for sustainable supply chain network using big data technology	50
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	50