Information Sciences

Article	Citations
Introducing fairness in network visualization	1479
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	513
Fully dynamic group signatures from subset difference methods under simple assumptions	402
Resilient and privacy-preserving consensus for multi-agent systems	275
Federated stochastic configuration networks for distributed data analytics	200
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	180
Q-learning with heterogeneous update strategy	178
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	175
Community hiding: Completely escape from community detection	173
An efficient GPU implementation and scaling for higher-order 3D stencils	169
Abnormal event detection using adversarial predictive coding for motion and appearance	167
Local sparse discriminative feature selection	157
GSS: A group similarity system based on unsupervised outlier detection for big data computing	152
Editorial Board	149
Time-frequency based multi-task learning for semi-supervised time series classification	149
QIST: One-dimensional quantum integer wavelet S-transform	146
A fairness-aware graph contrastive learning recommender framework for social tagging systems	140
On acceptance conditions in abstract argumentation frameworks	139
A novel linear discriminant analysis based on alternate ratio sum minimization	138
ThCoRe: Things of interest recommendation based on novel things correlations	138
Editorial Board	137
Transfer learning for just noticeable difference estimation	130
Editorial Board	129
PaVa: A novel path-based valley-seeking clustering algorithm	127
Implementing bionic associate memory based on spiking signal	127

Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	125
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	121
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	119
Computation of synchronous diagnosis bases of discrete-event systems	118
uitObfAMC: Obfuscated Android malware classification using deep learning on multi-feature information approach	118
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	118
Users' photos of items can reveal their tastes in a recommender system	117
Disentangling clusters from non-Euclidean data via graph frequency reorganization	117
Joint group and pairwise localities embedding for feature extraction	117
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	112
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	110
Incremental feature selection approach to interval-valued fuzzy decision information systems based on λ	108
Warping-based spectral translation network for unsupervised cross-spectral stereo matching	108
Distinguishing latent interaction types from implicit feedbacks for recommendation	108
Dropout injection at test time for post hoc uncertainty quantification in neural networks	108
Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	106
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	105
Generating real-world hypergraphs via deep generative models	102
Extremal values of degree-based entropies of bipartite graphs	102
Data gravitation-based three-way sampling method for imbalanced data classification	100
An axiomatic distance methodology for aggregating multimodal evaluations	100
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	100
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	100
A digital twin-based edge intelligence framework for decentralized decision in IoV system	99
SDNN: Symmetric deep neural networks with lateral connections for recommender systems	98
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	96
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	95
Multi-hyperplane twin support vector regression guided with fuzzy clustering	94
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	93
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	93
Sensitive region-aware black-box adversarial attacks	92
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	92
Small perturbations are enough: Adversarial attacks on time series prediction	91
Blockchain-based crowdsourced deep reinforcement learning as a service	91
Multi-view clustering with adaptive procrustes on Grassmann manifold	91
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	90
Adaptive histogram equalization with visual perception consistency	90
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	89
Distributed optimization in predefined-time for multi-agent systems over a directed network	89
Decomposed deep multi-view subspace clustering with self-labeling supervision	88
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	88
An improved type-reduction algorithm for general type-2 fuzzy sets	88
Domain adaptation techniques for natural and medical image classification	87
Controlling estimation error in reinforcement learning via Reinforced Operation	87
Self-triggered finite-time	85
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	85
Smart contract-based integrity audit method for IoT	85
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions	85
Progressive decoupled target-into-source multi-target domain adaptation	84
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	83

SHARE: Designing multiple criteria-based personalized research paper recommendation system	83
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	83
Graph prototypical contrastive learning	82
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
A multi-granularity distance with its application for decision making	81
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	81
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	80
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	80
Optimal scale combination selection in generalized multi-scale hybrid decision systems	80
A transformation-based Z-number distance measure using belief functions and ERP method	79
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	79
From attack graph analysis to attack function analysis	79
A graph attention fusion network for event-driven traffic speed prediction	78
An analytic formulation of convolutional neural network learning for pattern recognition	78
Simplification logic for the management of unknown information	78
Pricing GAN-based data generators under Rényi differential privacy	78
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	77
Adaptive dependency learning graph neural networks	77
Learning shared and non-redundant label-specific features for partial multi-label classification	77
Novel image encryption scheme based on chaotic signals with finite-precision error	76
Bayesian optimization based dynamic ensemble for time series forecasting	76
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	76
Tensor subspace clustering using consensus tensor low-rank representation	76
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	76
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	76
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	75
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	75
Federated learning with clustered hyperparameter optimization	75
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	75
RsDiff: Rational score based knowledge graph diffusion for recommendation	75
Robust fuzzy regression functions approaches	75
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	74
Explorer-Actor-Critic: Better actors for deep reinforcement learning	74
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	74
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	74
Mean-based Borda count for paradox-free comparisons of optimization algorithms	73
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	72
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	72
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	72
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	72
Spatio-temporal invariant descriptors for skeleton-based human action recognition	71
Exploring view-specific label relationships for multi-view multi-label feature selection	71
Adaptive neural inverse optimal tracking control for uncertain multi-agent systems	70
Editorial Board	70
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	68
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	68
Two weighted c-medoids batch SOM algorithms for dissimilarity data	68
Gaussian kernel based gene selection in a single cell gene decision space	68
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	68
Towards self-interpretable review spammer group detection	67
Fitness landscape analysis of convolutional neural network architectures for image classification	67
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	67
Data-and knowledge-driven belief rule learning for hybrid classification	67
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	66
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	66
Wind-field identification for parafoils based on deep Q-learning iterative inversion	66
Toward rough set based insightful reasoning in intelligent systems	66
Novel stability analysis methods for generalized neural networks with interval time-varying delay	65
Regularization oversampling for classification tasks: To exploit what you do not know	65
Algorithm for computing all the shortest reducts based on a new pruning strategy	65
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	64
An electronic medical record access control model based on intuitionistic fuzzy trust	64
Patch merging refiner embedding UNet for image denoising	64
Analysing monotonicity in non-deterministic computable aggregations: The probabilistic case	64
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	64
Multi-granularity awareness via cross fusion for few-shot learning	64
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	63
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	63
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	63
A vehicle trajectory prediction method based on transfer learning for roadside applications	63
TKN: An efficient approach for discovering top-k high utility itemsets with positive or negative profits	63
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	63
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	63
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	63
Double-coupling learning for multi-task data stream classification	62
Hierarchical recurrent neural networks for graph generation	62
On exploring data lakes by finding compact, isolated clusters	62
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	61
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	61
Co-augmentation of structure and feature for boosting graph contrastive learning	61

Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	61
Component importance preference-based evolutionary graph neural architecture search	61
Efficient improvement of classification accuracy via selective test-time augmentation	60
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	60
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	60
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	60
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	59
A safe double screening strategy for elastic net support vector machine	59
Two efficient local search algorithms for the vertex bisection minimization problem	59
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	59
Reliability-based ordinal consensus adjustment model for large scale group decision making	59
Latent evolution model for change point detection in time-varying networks	59
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	59
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	59
Solution of the linear quadratic regulator problem of black box linear systems using reinforcement learning	59
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	59
Stable matching-based two-way selection in multi-label active learning with imbalanced data	59
Salient detection via the fusion of background-based and multiscale frequency-domain features	59
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	59
Subspace-based self-weighted multiview fusion for instance retrieval	58
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	58
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	58
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	57
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	57
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control	57
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	57
Constrained optimization for stratified treatment rules with multiple responses of survival data	57
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	57
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	56
Temporal-spatial three-way granular computing for dynamic text sentiment classification	56
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	56
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	56
The robust minimum cost consensus model with risk aversion	56
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	56
Differentially private recommendation algorithm based on diffusion model and Rényi similarity	56
Polynomial-time verification of pattern diagnosability for timed discrete event systems	56
An inverse graph model for conflict resolution under opinion dynamics with minimum cost	55
CEO: Identifying Overlapping Communities via Construction, Expansion and Optimization	55
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	55
Projection-based coupled tensor learning for robust multi-view clustering	55
An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization	55
Graph convolutional network with triplet attention learning for person re-identification	55
A low-rank support tensor machine for multi-classification	55
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	55
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	55
Scalable incomplete multi-view clustering with adaptive data completion	55
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	55
A fast self-adaptive intuitionistic fuzzy latent factor model	55
Partial label feature selection via label disambiguation and neighborhood mutual information	55
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	54
Identifying influential nodes on directed networks	54
Facial age estimation using tensor based subspace learning and deep random forests	54
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	54
Self-supervised vision transformer-based few-shot learning for facial expression recognition	54
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	54
Two prospect theory-based decision-making models using data envelopment analysis with hesitant fuzzy linguistic information	54
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	54
Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	54
Grid neighbourhood based three way clustering (3WC)	53
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	53
Three-way conflict analysis based on hybrid situation tables	53
VPGB: A granular-ball based model for attribute reduction and classification with label noise	53
Mixture of deep networks for facial age estimation	53
Quantum support vector machine without iteration	53
MVCformer: A transformer-based multi-view clustering method	53
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	53
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	52
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	52
Transportation planning for sustainable supply chain network using big data technology	52
An integrated behavior decision-making approach for large group quality function deployment	52
L-Net: A lightweight convolutional neural network for devices with low computing power	52
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	52
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	52
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	51
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	51
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	51
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	51
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	51
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	51
Three-way conflict analysis with preference-based conflict situations	51
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	50
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	50
Distributed fault estimation over sensor networks: A bit rate allocation scheme	50
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	50
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	50
Robust recommendation-oriented malicious attack detection method	50
Dual-channel feature disentanglement for identity-invariant facial expression recognition	50
Order, subset construction and sequential pattern mining	49
Clip-aware expressive feature learning for video-based facial expression recognition	49
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	49
Quantitative cusp catastrophe model to explore abrupt changes in collaborative regulation behavior of e-commerce platforms	49
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	49
FedAGAT: Real-time traffic flow prediction based on federated community and adaptive graph attention network	49
Elastic deep multi-view autoencoder with diversity embedding	49
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	48