Information Sciences

Article	Citations
Fully dynamic group signatures from subset difference methods under simple assumptions	2071
ThCoRe: Things of interest recommendation based on novel things correlations	256
Editorial Board	226
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	219
Computation of synchronous diagnosis bases of discrete-event systems	213
Disentangling clusters from non-Euclidean data via graph frequency reorganization	181
On acceptance conditions in abstract argumentation frameworks	180
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]	175
Generating real-world hypergraphs via deep generative models	175
Editorial Board	166
Controlling estimation error in reinforcement learning via Reinforced Operation	166
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	160
Community hiding: Completely escape from community detection	157
Sensitive region-aware black-box adversarial attacks	152
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	150
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	148
Effect of choosing loss function when using T-batching for representation learning on dynamic networks	147
Joint group and pairwise localities embedding for feature extraction	146
Federated learning with clustered hyperparameter optimization	144
Class semantics guided knowledge distillation for few-shot class incremental learning	141
Graph prototypical contrastive learning	141
Multi-type crowdsourcing task allocation based on a low-constraint two-stage alternating multi-objective evolutionary	138
Quality adaptive class center for lightweight large-scale face recognition	136
Prediction of social influence in higher-order networks	135
An effective and robust deep clustering approach for time series with spatial information	130

Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	128
MLaVQA: A multi-level attention method for remote sensing visual question answering with large language model	127
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	126
Tensor subspace clustering using consensus tensor low-rank representation	126
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	120
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	114
Blockchain-based crowdsourced deep reinforcement learning as a service	114
Entropy-based local and global 3D active contour model for industrial CT volume data segmentation and measurement	113
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	111
PaVa: A novel path-based valley-seeking clustering algorithm	110
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	110
HyDaST: Mortality risk prediction via EHR-hypergraph and dual-scale temporal pattern extraction	110
Predicting customer churn in fuel retail: A multi-source domain adaptation approach for the price commitment scenario	110
A fairness-aware graph contrastive learning recommender framework for social tagging systems	108
Mean-based Borda count for paradox-free comparisons of optimization algorithms	107
Improved query specialization for transformer-based visual relationship detection	106
Implementing bionic associate memory based on spiking signal	105
Users' photos of items can reveal their tastes in a recommender system	105
Multi-label Twin support vector machine with probabilistic output and its safe screening rule	105
Simplification logic for the management of unknown information	105
Adaptive dependency learning graph neural networks	105
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	101
Distinguishing latent interaction types from implicit feedbacks for recommendation	100
Smart contract-based integrity audit method for IoT	100
Q-learning with heterogeneous update strategy	99
Multi-view clustering with adaptive procrustes on Grassmann manifold	99
Optimal dynamic proxy deployment for performance enhancement in large-scale satellite internet of things	98
Multiscale deep stochastic configuration encoder-based fused magnesium furnace state recognition	98
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	98
MEMA-ConvLSTM: Spatiotemporal prediction via multi-scale autocorrelation memory and hierarchical fusion	98
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	96
A novel linear discriminant analysis based on alternate ratio sum minimization	96
Distributed optimization in predefined-time for multi-agent systems over a directed network	95
Transfer learning for just noticeable difference estimation	94
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	93
From attack graph analysis to attack function analysis	93
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	92
A graph attention fusion network for event-driven traffic speed prediction	92
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	92
Decomposed deep multi-view subspace clustering with self-labeling supervision	92
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	92
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	91
Editorial Board	91
AnchorDiffusion: High-fidelity local image editing via anchor-SAM masks and dynamic noise fusion	91
A virtual node based zero-shot learning framework for link prediction in complex networks	91
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	90
QIST: One-dimensional quantum integer wavelet S-transform	90
Central moments of belief information	90
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	88
Temporal dependencies and global context fusion: A hybrid transformer-LSTM framework for adaptive option pricing in dynamic financial markets	88

Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	87
A digital twin-based edge intelligence framework for decentralized decision in IoV system	87
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	86
Resilient and privacy-preserving consensus for multi-agent systems	86
A transformation-based Z-number distance measure using belief functions and ERP method	86
Federated stochastic configuration networks for distributed data analytics	86
Optimal scale combination selection in generalized multi-scale hybrid decision systems	85
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	85
Adaptive histogram equalization with visual perception consistency	85
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	84
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	84
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	84
SHARE: Designing multiple criteria-based personalized research paper recommendation system	84
Minimum-time set stabilization for state-based games	83
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	82
Domain adaptation techniques for natural and medical image classification	82
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	81
Learning shared and non-redundant label-specific features for partial multi-label classification	81
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	80
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	80
Multi-hyperplane twin support vector regression guided with fuzzy clustering	80
Progressive decoupled target-into-source multi-target domain adaptation	80
Local sparse discriminative feature selection	80
Extremal values of degree-based entropies of bipartite graphs	80
A multi-granularity distance with its application for decision making	79
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	79
Introducing fairness in network visualization	79
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	79
An analytic formulation of convolutional neural network learning for pattern recognition	78
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	78
A UAV tracking framework via motion-decoupled trajectory prediction and occlusion handling	77
Time-frequency based multi-task learning for semi-supervised time series classification	76
Exploring view-specific label relationships for multi-view multi-label feature selection	76
RsDiff: Rational score based knowledge graph diffusion for recommendation	76
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	75
Novel image encryption scheme based on chaotic signals with finite-precision error	74
MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization	74
Parameter identification of photovoltaic models using differential evolution based on self-organized criticality	74
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	73
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	73
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	73
Robust fuzzy regression functions approaches	73
GSS: A group similarity system based on unsupervised outlier detection for big data computing	72
uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	72
Data gravitation-based three-way sampling method for imbalanced data classification	71
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	71
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	71
Explorer-Actor-Critic: Better actors for deep reinforcement learning	71
Incremental feature selection approach to interval-valued fuzzy decision information systems based on	71
Dropout injection at test time for post hoc uncertainty quantification in neural networks	70
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	70
Semantic-aware prototype optimization for test-time adaptive semantic segmentation	69
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	69
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	68
Editorial Board	68
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	67
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	67
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	67
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	67
Mutual sample-center interaction with hard queue mining for face recognition	67
Two weighted c-medoids batch SOM algorithms for dissimilarity data	67
TRACED: Trend-adaptive classification with ellipsoidal disambiguation for resolving exterior and coincident regions in data streams	66
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	66
BARD: Bidding-augmented response delivery for contextual auction mechanism design	66
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	66
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	65
Double-coupling learning for multi-task data stream classification	65
Regularization oversampling for classification tasks: To exploit what you do not know	65
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	65
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	65
Particle swarm optimization with problem-aware hyperparameter design for feature selection in high dimensions	64
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	64
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	64
KOSS: Kalman-optimal selective state spaces for long-term sequence modeling	63
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	63
Projection-based coupled tensor learning for robust multi-view clustering	63
Novel stability analysis methods for generalized neural networks with interval time-varying delay	63
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	63
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	62
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	62

Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	62
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	62
A sparse attention framework for high-dimensional undirected sparse networks	62
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	61
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	61
Dynamic location search for identifying maximum weighted independent sets in complex networks	61
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	61
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	61
An inverse graph model for conflict resolution under opinion dynamics with minimum cost	60
Towards self-interpretable review spammer group detection	60
Approximation-based iterative learning control for uncertain It	60
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	60
ChronosRep: Entropy-regularized evidence fusion and stochastic differential trust dynamics for decentralized identity intelligence	60
Two efficient local search algorithms for the vertex bisection minimization problem	60
Distributed fault estimation over sensor networks: A bit rate allocation scheme	59
A novel fault diagnosis method for complex systems based on belief rule base and average causal effect	59
Robust recommendation-oriented malicious attack detection method	59
Latent evolution model for change point detection in time-varying networks	59
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	59
Interpretable Type-3 fuzzy neural modeling of tumor–immune dynamics under delay and chaos: a rule-based and logic-oriented approach	59
Gaussian kernel based gene selection in a single cell gene decision space	59
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	58
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	58
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	58
Actuator fault detection for cyber-physical systems in presence of sparse sensor attacks	58
Component importance preference-based evolutionary graph neural architecture search	58
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	57
Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections	57
Facial age estimation using tensor based subspace learning and deep random forests	57
A novel distributionally robust uncertain optimization method with application to bus bridging service under rail disruptions	57
Four new ordered weighted averaging weights generators for regular increasingly monotonic functions	57
Optimal activation function subset selection via forward and backward search for enhanced model performance	56
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	56
Multi-granularity awareness via cross fusion for few-shot learning	56
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	56
A low-rank support tensor machine for multi-classification	56
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	56
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	56
Dual-channel feature disentanglement for identity-invariant facial expression recognition	56
A vehicle trajectory prediction method based on transfer learning for roadside applications	55
Quantum support vector machine without iteration	55
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	55
Wind-field identification for parafoils based on deep Q-learning iterative inversion	55
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	55
Energy-minimized scheduling for reliable workflow applications in heterogeneous cloud computing systems	55
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	55
Stable matching-based two-way selection in multi-label active learning with imbalanced data	54
A structure-aware multi-subspace granular-ball clustering framework	54
Order, subset construction and sequential pattern mining	54
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	54
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	54
Mixture of deep networks for facial age estimation	54
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	54
Spatio-temporal invariant descriptors for skeleton-based human action recognition	54
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	54
Fitness landscape analysis of convolutional neural network architectures for image classification	53
Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	53
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	53
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	53
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	53
Scalable incomplete multi-view clustering with adaptive data completion	53
Salient detection via the fusion of background-based and multiscale frequency-domain features	53
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	53
Transportation planning for sustainable supply chain network using big data technology	53
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	53
A blockchain based authentication protocol for secure autonomous vehicles communication in acoustic networks	53
Identifying influential nodes on directed networks	53
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	53
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	53
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	53
WaveNet-LSTM: A deep learning air quality prediction model based on both air pollutants and meteorological factors	52
Polynomial-time verification of pattern diagnosability for timed discrete event systems	52
A fast self-adaptive intuitionistic fuzzy latent factor model	52
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	52
Partial label feature selection via label disambiguation and neighborhood mutual information	52
Data-and knowledge-driven belief rule learning for hybrid classification	52
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	52
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	52
Innovative rough set approaches using novel initial-neighborhood systems: Applications in medical diagnosis of Covid-19 variants	51
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	51
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	51
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	51
Co-augmentation of structure and feature for boosting graph contrastive learning	51
Reliability-based ordinal consensus adjustment model for large scale group decision making	51
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	51
A novel method to information fusion in multi-source incomplete interval-valued data via conditional information entropy: Application to mutual information entropy based attribute reduction	50
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	50
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	50
Smart ride and delivery services with electric vehicles: Leveraging bidirectional charging for profit optimisation	50
Elastic deep multi-view autoencoder with diversity embedding	50
MVCformer: A transformer-based multi-view clustering method	50
Efficient improvement of classification accuracy via selective test-time augmentation	50
Graph convolutional network with triplet attention learning for person re-identification	50
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	50
Patch merging refiner embedding UNet for image denoising	50