Information Sciences

Article	Citations
Introducing fairness in network visualization	1563
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	526
Fully dynamic group signatures from subset difference methods under simple assumptions	407
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	286
Q-learning with heterogeneous update strategy	205
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	184
Community hiding: Completely escape from community detection	182
An efficient GPU implementation and scaling for higher-order 3D stencils	177
Local sparse discriminative feature selection	174
Editorial Board	172
GSS: A group similarity system based on unsupervised outlier detection for big data computing	172
Time-frequency based multi-task learning for semi-supervised time series classification	162
A fairness-aware graph contrastive learning recommender framework for social tagging systems	157
On acceptance conditions in abstract argumentation frameworks	154
ThCoRe: Things of interest recommendation based on novel things correlations	153
Editorial Board	149
Transfer learning for just noticeable difference estimation	144
Editorial Board	144
PaVa: A novel path-based valley-seeking clustering algorithm	141
Implementing bionic associate memory based on spiking signal	140
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	140
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	131
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	130
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	129
Computation of synchronous diagnosis bases of discrete-event systems	128

uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	128
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	125
Disentangling clusters from non-Euclidean data via graph frequency reorganization	125
Warping-based spectral translation network for unsupervised cross-spectral stereo matching	122
Dropout injection at test time for post hoc uncertainty quantification in neural networks	121
RsDiff: Rational score based knowledge graph diffusion for recommendation	120
Distinguishing latent interaction types from implicit feedbacks for recommendation	120
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	120
Incremental feature selection approach to interval-valued fuzzy decision information systems based on λ	120
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	118
Extremal values of degree-based entropies of bipartite graphs	112
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	111
An axiomatic distance methodology for aggregating multimodal evaluations	110
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	108
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	108
SDNN: Symmetric deep neural networks with lateral connections for recommender systems	108
Sensitive region-aware black-box adversarial attacks	106
Domain adaptation techniques for natural and medical image classification	105
An improved type-reduction algorithm for general type-2 fuzzy sets	105
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	105
MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization	102
Progressive decoupled target-into-source multi-target domain adaptation	102
Improved query specialization for transformer-based visual relationship detection	102
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	101
From attack graph analysis to attack function analysis	101
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	99
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	99
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions	98
Small perturbations are enough: Adversarial attacks on time series prediction	97
Novel image encryption scheme based on chaotic signals with finite-precision error	95
Smart contract-based integrity audit method for IoT	95
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	95
Multi-view clustering with adaptive procrustes on Grassmann manifold	94
Decomposed deep multi-view subspace clustering with self-labeling supervision	94
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	93
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	93
SHARE: Designing multiple criteria-based personalized research paper recommendation system	92
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	92
Generating real-world hypergraphs via deep generative models	91
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	91
Simplification logic for the management of unknown information	90
Distributed optimization in predefined-time for multi-agent systems over a directed network	90
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	89
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	89
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	87
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	87
QIST: One-dimensional quantum integer wavelet S-transform	87
Blockchain-based crowdsourced deep reinforcement learning as a service	86
A graph attention fusion network for event-driven traffic speed prediction	85
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	85

Federated stochastic configuration networks for distributed data analytics	85
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	84
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	84
Tensor subspace clustering using consensus tensor low-rank representation	83
Graph prototypical contrastive learning	83
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	83
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	83
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	81
A multi-granularity distance with its application for decision making	81
Learning shared and non-redundant label-specific features for partial multi-label classification	81
Resilient and privacy-preserving consensus for multi-agent systems	81
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	81
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	81
Robust fuzzy regression functions approaches	80
Optimal scale combination selection in generalized multi-scale hybrid decision systems	80
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	80
A transformation-based Z-number distance measure using belief functions and ERP method	80
Mean-based Borda count for paradox-free comparisons of optimization algorithms	79
Joint group and pairwise localities embedding for feature extraction	79
Explorer-Actor-Critic: Better actors for deep reinforcement learning	79
Controlling estimation error in reinforcement learning via Reinforced Operation	79
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	78
An analytic formulation of convolutional neural network learning for pattern recognition	78
Adaptive histogram equalization with visual perception consistency	78
Multi-hyperplane twin support vector regression guided with fuzzy clustering	78
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	77
Exploring view-specific label relationships for multi-view multi-label feature selection	77
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	77
Users' photos of items can reveal their tastes in a recommender system	77
A digital twin-based edge intelligence framework for decentralized decision in IoV system	76
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	76
A novel linear discriminant analysis based on alternate ratio sum minimization	76
Bayesian optimization based dynamic ensemble for time series forecasting	76
Abnormal event detection using adversarial predictive coding for motion and appearance	76
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	75
Pricing GAN-based data generators under Rényi differential privacy	75
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	75
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	74
Data gravitation-based three-way sampling method for imbalanced data classification	74
Adaptive dependency learning graph neural networks	74
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	74
Adaptive neural inverse optimal tracking control for uncertain multi-agent systems	72
Editorial Board	72
Two weighted c-medoids batch SOM algorithms for dissimilarity data	71
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	70
Gaussian kernel based gene selection in a single cell gene decision space	70
Data-and knowledge-driven belief rule learning for hybrid classification	69
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	69
Towards self-interpretable review spammer group detection	69
Algorithm for computing all the shortest reducts based on a new pruning strategy	68
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	68
Wind-field identification for parafoils based on deep Q-learning iterative inversion	68
Toward rough set based insightful reasoning in intelligent systems	68
Regularization oversampling for classification tasks: To exploit what you do not know	68
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	68
Novel stability analysis methods for generalized neural networks with interval time-varying delay	68
Multi-granularity awareness via cross fusion for few-shot learning	67
Analysing monotonicity in non-deterministic computable aggregations: The probabilistic case	67
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	67
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	66
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	66
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	66
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	66
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	66
On exploring data lakes by finding compact, isolated clusters	65
Co-augmentation of structure and feature for boosting graph contrastive learning	65
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	65
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	65
Hierarchical recurrent neural networks for graph generation	65
Component importance preference-based evolutionary graph neural architecture search	65
Double-coupling learning for multi-task data stream classification	65
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	65
Efficient improvement of classification accuracy via selective test-time augmentation	65
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	64
Subspace-based self-weighted multiview fusion for instance retrieval	64
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	64
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	64
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	63
Polynomial-time verification of pattern diagnosability for timed discrete event systems	63
Temporal-spatial three-way granular computing for dynamic text sentiment classification	63

An inverse graph model for conflict resolution under opinion dynamics with minimum cost	63
Constrained optimization for stratified treatment rules with multiple responses of survival data	63
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	63
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	63
CEO: Identifying Overlapping Communities via Construction, Expansion and Optimization	62
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	62
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	62
Two efficient local search algorithms for the vertex bisection minimization problem	62
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	61
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	61
Salient detection via the fusion of background-based and multiscale frequency-domain features	61
Reliability-based ordinal consensus adjustment model for large scale group decision making	61
Stable matching-based two-way selection in multi-label active learning with imbalanced data	61
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	60
Four new ordered weighted averaging weights generators for regular increasingly monotonic functions	60
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	60
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	59
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	59
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	59
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	59
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	59
Three-way conflict analysis based on hybrid situation tables	59
Partial label feature selection via label disambiguation and neighborhood mutual information	59
A fast self-adaptive intuitionistic fuzzy latent factor model	59
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	59
Mixture of deep networks for facial age estimation	59
An integrated behavior decision-making approach for large group quality function deployment	59
A novel distributionally robust uncertain optimization method with application to bus bridging service under rail disruptions	59
Projection-based coupled tensor learning for robust multi-view clustering	59
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	59
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	58
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	58
Order, subset construction and sequential pattern mining	58
Particle swarm optimization with problem-aware hyperparameter design for feature selection in high dimensions	58
Distributed fault estimation over sensor networks: A bit rate allocation scheme	58
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	57
An electronic medical record access control model based on intuitionistic fuzzy trust	57
The robust minimum cost consensus model with risk aversion	57
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	57
Fitness landscape analysis of convolutional neural network architectures for image classification	57
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	57
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	57
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	57
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control	57
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	57
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	56
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	56
Multi-criteria decision-making model based on picture hesitant fuzzy soft set approach: An application of sustainable solar energy management	56
A low-rank support tensor machine for multi-classification	56
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	56
Self-supervised vision transformer-based few-shot learning for facial expression recognition	56
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	56
Quantum support vector machine without iteration	56
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	55
Two prospect theory-based decision-making models using data envelopment analysis with hesitant fuzzy linguistic information	55
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	55
Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	55
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	55
MVCformer: A transformer-based multi-view clustering method	54
Quantitative cusp catastrophe model to explore abrupt changes in collaborative regulation behavior of e-commerce platforms	54
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	54
Facial age estimation using tensor based subspace learning and deep random forests	54
A vehicle trajectory prediction method based on transfer learning for roadside applications	54
Transportation planning for sustainable supply chain network using big data technology	54
VPGB: A granular-ball based model for attribute reduction and classification with label noise	54
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	54
Patch merging refiner embedding UNet for image denoising	53
Dual-channel feature disentanglement for identity-invariant facial expression recognition	53
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	53
Graph convolutional network with triplet attention learning for person re-identification	53
Scalable incomplete multi-view clustering with adaptive data completion	53
Elastic deep multi-view autoencoder with diversity embedding	53
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	53
Grid neighbourhood based three way clustering (3WC)	52
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	52
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	52
A safe double screening strategy for elastic net support vector machine	52
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	52
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	52
FedAGAT: Real-time traffic flow prediction based on federated community and adaptive graph attention network	52
Latent evolution model for change point detection in time-varying networks	52
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	52
Robust recommendation-oriented malicious attack detection method	52
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	52
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	52
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	51
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	51
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	51
L-Net: A lightweight convolutional neural network for devices with low computing power	51
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	51
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	51
Reversible data hiding with adaptive difference recovery for encrypted images	50
Spatio-temporal invariant descriptors for skeleton-based human action recognition	50
Three-way conflict analysis with preference-based conflict situations	50
Solution of the linear quadratic regulator problem of black box linear systems using reinforcement learning	50