Information Sciences

Article	Citations
Introducing fairness in network visualization	1412
A transformation-based Z-number distance measure using belief functions and ERP method	493
Computation of synchronous diagnosis bases of discrete-event systems	400
Observer-based event-triggered impulsive synchronization control of heterogeneous complex networks with bit-rate constraints	270
Fully dynamic group signatures from subset difference methods under simple assumptions	191
RsDiff: Rational score based knowledge graph diffusion for recommendation	191
Resilient and privacy-preserving consensus for multi-agent systems	183
Blockchain-based crowdsourced deep reinforcement learning as a service	178
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	175
Pricing GAN-based data generators under Rényi differential privacy	172
Simplification logic for the management of unknown information	172
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	171
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	163
Smart contract-based integrity audit method for IoT	163
Local sparse discriminative feature selection	159
GSS: A group similarity system based on unsupervised outlier detection for big data computing	156
Automatic liver tumor segmentation of CT and MRI volumes using ensemble ResUNet-InceptionV4 model	151
Time-frequency based multi-task learning for semi-supervised time series classification	148
A novel linear discriminant analysis based on alternate ratio sum minimization	147
Evidential reasoning based ensemble classifier for uncertain imbalanced data	143
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	137
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	137
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	136
On acceptance conditions in abstract argumentation frameworks	135
QIST: One-dimensional quantum integer wavelet S-transform	134

A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	134
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	131
Robust fuzzy regression functions approaches	128
Adaptive dependency learning graph neural networks	127
Multi-hyperplane twin support vector regression guided with fuzzy clustering	124
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	123
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	122
A fairness-aware graph contrastive learning recommender framework for social tagging systems	120
Exploring view-specific label relationships for multi-view multi-label feature selection	117
A graph attention fusion network for event-driven traffic speed prediction	117
Bayesian optimization based dynamic ensemble for time series forecasting	117
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	117
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	115
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	115
An analytic formulation of convolutional neural network learning for pattern recognition	113
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	112
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	109
Multi-label Twin support vector machine with probabilistic output and its safe screening rule	108
ThCoRe: Things of interest recommendation based on novel things correlations	107
Sensitive region-aware black-box adversarial attacks	107
SHARE: Designing multiple criteria-based personalized research paper recommendation system	105
Multi-view clustering with adaptive procrustes on Grassmann manifold	104
Mean-based Borda count for paradox-free comparisons of optimization algorithms	101
Editorial Board	101
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	101
Transfer learning for just noticeable difference estimation	100
Editorial Board	99
Distinguishing latent interaction types from implicit feedbacks for recommendation	98
From attack graph analysis to attack function analysis	98
Warping-based spectral translation network for unsupervised cross-spectral stereo matching	98
PaVa: A novel path-based valley-seeking clustering algorithm	95
Joint group and pairwise localities embedding for feature extraction	94
Controlling estimation error in reinforcement learning via Reinforced Operation	93
Dropout injection at test time for post hoc uncertainty quantification in neural networks	93
Users' photos of items can reveal their tastes in a recommender system	93
An efficient GPU implementation and scaling for higher-order 3D stencils	93
CJC-net: A cyclical training method with joint loss and co-teaching strategy net for deep learning under noisy labels	93
Disentangling clusters from non-Euclidean data via graph frequency reorganization	91
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	91
Implementing bionic associate memory based on spiking signal	91
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	89
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	89
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	89
Explorer-Actor-Critic: Better actors for deep reinforcement learning	88
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	88
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	87
Graph prototypical contrastive learning	87
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	87
Hybrid-attention guided network with multiple resolution features for person re-identification	87
Cluster output synchronization analysis of coupled fractional-order uncertain neural networks	86

Fractal spatio-temporal scale-free messaging: Amplitude modulation of self-executable carriers given by the Weierstrass function's components	86
Extremal values of degree-based entropies of bipartite graphs	85
Generating real-world hypergraphs via deep generative models	85
Look one step ahead through first-order aggregation in reinforcement learning-based knowledge graph reasoning	84
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	84
Data gravitation-based three-way sampling method for imbalanced data classification	84
Learning shared and non-redundant label-specific features for partial multi-label classification	83
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	82
Tensor subspace clustering using consensus tensor low-rank representation	82
A multi-granularity distance with its application for decision making	80
Abnormal event detection using adversarial predictive coding for motion and appearance	80
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	80
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	79
An axiomatic distance methodology for aggregating multimodal evaluations	79
A digital twin-based edge intelligence framework for decentralized decision in IoV system	78
An improved type-reduction algorithm for general type-2 fuzzy sets	78
SDNN: Symmetric deep neural networks with lateral connections for recommender systems	78
Self-triggered finite-time H∞	77
Optimal scale combination selection in generalized multi-scale hybrid decision systems	77
Incremental feature selection approach to interval-valued fuzzy decision information systems based on λ	77
Distributed optimization in predefined-time for multi-agent systems over a directed network	77
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	77
Adaptive histogram equalization with visual perception consistency	76
Federated stochastic configuration networks for distributed data analytics	76
Decomposed deep multi-view subspace clustering with self-labeling supervision	76
Q-learning with heterogeneous update strategy	75
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	75
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	75
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	75
Novel image encryption scheme based on chaotic signals with finite-precision error	75
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	75
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	74
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	74
Community hiding: Completely escape from community detection	74
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	74
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	74
Small perturbations are enough: Adversarial attacks on time series prediction	73
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	73
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions	73
Progressive decoupled target-into-source multi-target domain adaptation	73
Spatio-temporal invariant descriptors for skeleton-based human action recognition	72
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	72
Entropy-based local and global 3D active contour model for industrial CT volume data segmentation and measurement	72
Editorial Board	72
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	72
Adaptive neural inverse optimal tracking control for uncertain multi-agent systems	71
Polynomial-time verification of pattern diagnosability for timed discrete event systems	71
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	70
Gaussian kernel based gene selection in a single cell gene decision space	70
Multi-granularity awareness via cross fusion for few-shot learning	70
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	70
Two weighted c-medoids batch SOM algorithms for dissimilarity data	70
On using dynamic programming for time warping in pattern recognition	69
Patch merging refiner embedding UNet for image denoising	69
An optimal Bayesian intervention policy in response to unknown dynamic cell stimuli	68
Mixture of deep networks for facial age estimation	68
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	67
A vehicle trajectory prediction method based on transfer learning for roadside applications	67
Fitness landscape analysis of convolutional neural network architectures for image classification	67
Towards self-interpretable review spammer group detection	66
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	66
A data-knowledge hybrid decision support system for wastewater treatment operations: the Acqua dei Corsari plant case study	66
Data-and knowledge-driven belief rule learning for hybrid classification	66
STIFF: Spatio-temporal feature fusion model with interactive learning for traffic flow prediction	66
Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles	65
Toward rough set based insightful reasoning in intelligent systems	65
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	65
PCG-CAM: Enhanced class activation map using principal components of gradients and its applications in brain MRI	65
Order, subset construction and sequential pattern mining	64
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	64
Distributed fault estimation over sensor networks: A bit rate allocation scheme	64
On exploring data lakes by finding compact, isolated clusters	63
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	63
Double-coupling learning for multi-task data stream classification	63
Gradient temporal-difference learning for off-policy evaluation using emphatic weightings	63
Hierarchical recurrent neural networks for graph generation	63
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	62
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	62
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	62
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	62

EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	62
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	62
Efficient improvement of classification accuracy via selective test-time augmentation	61
Regularization oversampling for classification tasks: To exploit what you do not know	61
Geodesic fuzzy rough sets based on overlap functions and its applications in feature extraction	61
Component importance preference-based evolutionary graph neural architecture search	61
Co-augmentation of structure and feature for boosting graph contrastive learning	61
Robust recommendation-oriented malicious attack detection method	61
Wind-field identification for parafoils based on deep Q-learning iterative inversion	60
Transportation planning for sustainable supply chain network using big data technology	60
Identifying influential nodes on directed networks	60
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	59
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	59
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	59
A fast self-adaptive intuitionistic fuzzy latent factor model	59
Hierarchical interpretable vision reasoning driven based depth estimation method in adverse weather conditions through a multi-modal large language model	59
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	59
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	59
Novel stability analysis methods for generalized neural networks with interval time-varying delay	59
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	59
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	59
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	59
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	58
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	58
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	58
Two efficient local search algorithms for the vertex bisection minimization problem	58
Facial age estimation using tensor based subspace learning and deep random forests	58
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	58
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	58
Reliability-based ordinal consensus adjustment model for large scale group decision making	58
CEO: Identifying Overlapping Communities via Construction, Expansion and Optimization	57
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	57
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	57
Resource-aware multi-criteria vehicle participation for federated learning in Internet of vehicles	57
Algorithm for computing all the shortest reducts based on a new pruning strategy	57
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	57
Partial label feature selection via label disambiguation and neighborhood mutual information	57
Latent evolution model for change point detection in time-varying networks	56
Solution of the linear quadratic regulator problem of black box linear systems using reinforcement learning	56
A safe double screening strategy for elastic net support vector machine	56
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	56
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	56
Projection-based coupled tensor learning for robust multi-view clustering	55
Two prospect theory-based decision-making models using data envelopment analysis with hesitant fuzzy linguistic information	55
Scalable incomplete multi-view clustering with adaptive data completion	55
The robust minimum cost consensus model with risk aversion	55
Temporal-spatial three-way granular computing for dynamic text sentiment classification	55
Dual-channel feature disentanglement for identity-invariant facial expression recognition	55
An integrated behavior decision-making approach for large group quality function deployment	54
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	54
General decay projection synchronization of proportional delay memristive competitive neural networks with uncertain parameters for image encryption	54
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	54
Clip-aware expressive feature learning for video-based facial expression recognition	54
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	54
Stable matching-based two-way selection in multi-label active learning with imbalanced data	54
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	54
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering	54
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	53
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	53
Quantum support vector machine without iteration	53
Reversible data hiding with adaptive difference recovery for encrypted images	53
Subspace-based self-weighted multiview fusion for instance retrieval	53
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	53
A low-rank support tensor machine for multi-classification	53
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	52
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	52
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	52
Constrained optimization for stratified treatment rules with multiple responses of survival data	52
Graph convolutional network with triplet attention learning for person re-identification	52
CNLA: Collaborative noisy label adaptive learning for facial expression recognition	52
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	52
Analysing monotonicity in non-deterministic computable aggregations: The probabilistic case	52
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly	52
Unsupervised manifold learning with polynomial mapping on symmetric positive definite matrices	52
Salient detection via the fusion of background-based and multiscale frequency-domain features	52
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	52
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	52
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control	52
L-Net: A lightweight convolutional neural network for devices with low computing power	52
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	51
Self-supervised vision transformer-based few-shot learning for facial expression recognition	51
Quantitative cusp catastrophe model to explore abrupt changes in collaborative regulation behavior of e-commerce platforms	51
Grid neighbourhood based three way clustering (3WC)	51
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	51
Multilingual handwritten numeral recognition using a robust deep network joint with transfer learning	51
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	51
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	51
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	50
Three-way conflict analysis based on hybrid situation tables	50
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	50
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	50
Three-way conflict analysis with preference-based conflict situations	50
VPGB: A granular-ball based model for attribute reduction and classification with label noise	50
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	50
Multi-criteria decision-making model based on picture hesitant fuzzy soft set approach: An application of sustainable solar energy management	50