Information Sciences

Article	Citations
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	1854
Fully dynamic group signatures from subset difference methods under simple assumptions	229
ThCoRe: Things of interest recommendation based on novel things correlations	201
Editorial Board	200
Editorial Board	198
Implementing bionic associate memory based on spiking signal	198
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	190
Computation of synchronous diagnosis bases of discrete-event systems	177
Disentangling clusters from non-Euclidean data via graph frequency reorganization	171
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	166
Distinguishing latent interaction types from implicit feedbacks for recommendation	152
QIST: One-dimensional quantum integer wavelet S-transform	151
Multi-hyperplane twin support vector regression guided with fuzzy clustering	150
On acceptance conditions in abstract argumentation frameworks	149
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	147
Generating real-world hypergraphs via deep generative models	145
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]	143
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	137
Controlling estimation error in reinforcement learning via Reinforced Operation	136
Q-learning with heterogeneous update strategy	134
Editorial Board	132
Smart contract-based integrity audit method for IoT	132
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	132
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	130
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	127

Domain adaptation techniques for natural and medical image classification	125
MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization	125
Community hiding: Completely escape from community detection	123
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	119
Data gravitation-based three-way sampling method for imbalanced data classification	117
An analytic formulation of convolutional neural network learning for pattern recognition	116
Sensitive region-aware black-box adversarial attacks	116
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	115
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	114
Adaptive dependency learning graph neural networks	110
Multi-label Twin support vector machine with probabilistic output and its safe screening rule	110
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	109
A transformation-based Z-number distance measure using belief functions and ERP method	108
Simplification logic for the management of unknown information	108
Effect of choosing loss function when using T-batching for representation learning on dynamic networks	105
Parameter identification of photovoltaic models using differential evolution based on self-organized criticality	105
Joint group and pairwise localities embedding for feature extraction	103
Users' photos of items can reveal their tastes in a recommender system	103
Federated learning with clustered hyperparameter optimization	102
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	102
GSS: A group similarity system based on unsupervised outlier detection for big data computing	101
Resilient and privacy-preserving consensus for multi-agent systems	101
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	100
Graph prototypical contrastive learning	100
Transfer learning for just noticeable difference estimation	100
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	98
Pricing GAN-based data generators under Rényi differential privacy	98
Class semantics guided knowledge distillation for few-shot class incremental learning	95
uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	94
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	94
Multi-type crowdsourcing task allocation based on a low-constraint two-stage alternating multi-objective evolutionary	93
Central moments of belief information	93
Quality adaptive class center for lightweight large-scale face recognition	93
Adaptive histogram equalization with visual perception consistency	92
Prediction of social influence in higher-order networks	92
An improved type-reduction algorithm for general type-2 fuzzy sets	92
A UAV tracking framework via motion-decoupled trajectory prediction and occlusion handling	92
From attack graph analysis to attack function analysis	91
A multi-granularity distance with its application for decision making	90
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	90
RsDiff: Rational score based knowledge graph diffusion for recommendation	90
Introducing fairness in network visualization	88
HyDaST: Mortality risk prediction via EHR-hypergraph and dual-scale temporal pattern extraction	88
PaVa: A novel path-based valley-seeking clustering algorithm	87
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	87
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	87
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	86
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	86
A fairness-aware graph contrastive learning recommender framework for social tagging systems	86
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	86

Improved query specialization for transformer-based visual relationship detection	86
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	86
Mean-based Borda count for paradox-free comparisons of optimization algorithms	86
A graph attention fusion network for event-driven traffic speed prediction	85
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	85
Dropout injection at test time for post hoc uncertainty quantification in neural networks	85
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	85
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	85
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	84
Novel image encryption scheme based on chaotic signals with finite-precision error	84
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	83
Blockchain-based crowdsourced deep reinforcement learning as a service	83
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	83
Decomposed deep multi-view subspace clustering with self-labeling supervision	82
Progressive decoupled target-into-source multi-target domain adaptation	81
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	81
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	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	81
SHARE: Designing multiple criteria-based personalized research paper recommendation system	81
Tensor subspace clustering using consensus tensor low-rank representation	81
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	80
Multi-view clustering with adaptive procrustes on Grassmann manifold	80
Local sparse discriminative feature selection	80
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	78
A novel linear discriminant analysis based on alternate ratio sum minimization	78
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	78
Entropy-based local and global 3D active contour model for industrial CT volume data segmentation and measurement	78
A digital twin-based edge intelligence framework for decentralized decision in IoV system	77
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	77
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	77
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	76
Distributed optimization in predefined-time for multi-agent systems over a directed network	76
Time-frequency based multi-task learning for semi-supervised time series classification	76
Robust fuzzy regression functions approaches	76
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	74
SDNN: Symmetric deep neural networks with lateral connections for recommender systems	74
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	74
Learning shared and non-redundant label-specific features for partial multi-label classification	74
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	73
Optimal scale combination selection in generalized multi-scale hybrid decision systems	73
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	72
Exploring view-specific label relationships for multi-view multi-label feature selection	72
Incremental feature selection approach to interval-valued fuzzy decision information systems based on	72
Extremal values of degree-based entropies of bipartite graphs	72
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	72
Federated stochastic configuration networks for distributed data analytics	72
Explorer-Actor-Critic: Better actors for deep reinforcement learning	72
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	71
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	71
Editorial Board	71
Gaussian kernel based gene selection in a single cell gene decision space	71
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	71
VPGB: A granular-ball based model for attribute reduction and classification with label noise	70
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	69
Elastic deep multi-view autoencoder with diversity embedding	69
Spatio-temporal invariant descriptors for skeleton-based human action recognition	69
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
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	68
Fitness landscape analysis of convolutional neural network architectures for image classification	68
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	68
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	68
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	68
An inverse graph model for conflict resolution under opinion dynamics with minimum cost	67
Scalable incomplete multi-view clustering with adaptive data completion	67
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	67
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	66
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	66
Polynomial-time verification of pattern diagnosability for timed discrete event systems	66
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	66
Self-supervised vision transformer-based few-shot learning for facial expression recognition	65
Innovative rough set approaches using novel initial-neighborhood systems: Applications in medical diagnosis of Covid-19 variants	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
Co-augmentation of structure and feature for boosting graph contrastive learning	64
Quantitative cusp catastrophe model to explore abrupt changes in collaborative regulation behavior of e-commerce platforms	64
Transportation planning for sustainable supply chain network using big data technology	64
Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	63
Double-coupling learning for multi-task data stream classification	63

A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	63
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	63
Novel stability analysis methods for generalized neural networks with interval time-varying delay	63
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	63
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	63
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	63
Regularization oversampling for classification tasks: To exploit what you do not know	63
Two efficient local search algorithms for the vertex bisection minimization problem	62
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	62
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	62
Dynamic location search for identifying maximum weighted independent sets in complex networks	62
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	62
Towards self-interpretable review spammer group detection	61
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	61
A low-rank support tensor machine for multi-classification	61
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	61
Dual-channel feature disentanglement for identity-invariant facial expression recognition	61
Constrained optimization for stratified treatment rules with multiple responses of survival data	61
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	60
Solution of the linear quadratic regulator problem of black box linear systems using reinforcement learning	60
Mixture of deep networks for facial age estimation	59
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	59
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	59
A fast self-adaptive intuitionistic fuzzy latent factor model	59
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	58
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	58
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	58
CEO: Identifying Overlapping Communities via Construction, Expansion and Optimization	58
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	58
Partial label feature selection via label disambiguation and neighborhood mutual information	58
Wind-field identification for parafoils based on deep Q-learning iterative inversion	58
Grid neighbourhood based three way clustering (3WC)	58
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	57
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	57
Distributed fault estimation over sensor networks: A bit rate allocation scheme	57
A vehicle trajectory prediction method based on transfer learning for roadside applications	57
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	57
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	57
Interpretable Type-3 fuzzy neural modeling of tumor–immune dynamics under delay and chaos: a rule-based and logic-oriented approach	57
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	57
Projection-based coupled tensor learning for robust multi-view clustering	57
Latent evolution model for change point detection in time-varying networks	57
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	57
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	56
Component importance preference-based evolutionary graph neural architecture search	56
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	56
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	56
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	56
Energy-minimized scheduling for reliable workflow applications in heterogeneous cloud computing systems	56
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	55
Clip-aware expressive feature learning for video-based facial expression recognition	55
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	55
WaveNet-LSTM: A deep learning air quality prediction model based on both air pollutants and meteorological factors	55
Actuator fault detection for cyber-physical systems in presence of sparse sensor attacks	55
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	55
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	55
Robust recommendation-oriented malicious attack detection method	55
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	55
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	54
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	54
Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections	54
L-Net: A lightweight convolutional neural network for devices with low computing power	53
Facial age estimation using tensor based subspace learning and deep random forests	53
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	53
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	53
Four new ordered weighted averaging weights generators for regular increasingly monotonic functions	53
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	53
Multi-granularity awareness via cross fusion for few-shot learning	53
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	53
A novel distributionally robust uncertain optimization method with application to bus bridging service under rail disruptions	53
Quantum support vector machine without iteration	53
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	53
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	52
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	52
Particle swarm optimization with problem-aware hyperparameter design for feature selection in high dimensions	52
Order, subset construction and sequential pattern mining	52
Patch merging refiner embedding UNet for image denoising	52
Identifying influential nodes on directed networks	52
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	52
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	52
Efficient improvement of classification accuracy via selective test-time augmentation	52
Smart ride and delivery services with electric vehicles: Leveraging bidirectional charging for profit optimisation	51
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	51
Adaptive meta-path-based neural network architecture search for heterogeneous graphs	51
Multi-criteria decision-making model based on picture hesitant fuzzy soft set approach: An application of sustainable solar energy management	51
Data-and knowledge-driven belief rule learning for hybrid classification	51
Toward rough set based insightful reasoning in intelligent systems	51
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	51
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	51
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	51
MVCformer: A transformer-based multi-view clustering method	51
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	51
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	51
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	51
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	51