Information Sciences

Article	Citations
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information	895
On acceptance conditions in abstract argumentation frameworks	361
Extremal values of degree-based entropies of bipartite graphs	354
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	294
Sensitive region-aware black-box adversarial attacks	244
An efficient GPU implementation and scaling for higher-order 3D stencils	241
Employing fuzzy hypothesis testing to improve modified p charts for monitoring the process fraction nonconforming	217
SKYPER: Legal case retrieval via skeleton-aware hypergraph embedding in the hyperbolic space	199
Rules-reduced fuzzy neural network-based learning control for multiple constraints robots using online identification and compensation methods	180
Multiple attribute decision making based on novel score function of interval-valued intuitionistic fuzzy values, score matrix, and nonlinear programming model	173
An axiomatic distance methodology for aggregating multimodal evaluations	170
An analytic formulation of convolutional neural network learning for pattern recognition	168
Stereo superpixel: An iterative framework based on parallax consistency and collaborative optimization	162
Introducing fairness in network visualization	156
Transfer learning for just noticeable difference estimation	156
Combining Permutation Mass Functions based on distance and entropy of Random Permutation Set	155
ThCoRe: Things of interest recommendation based on novel things correlations	152
Distinguishing latent interaction types from implicit feedbacks for recommendation	151
A transformation-based Z-number distance measure using belief functions and ERP method	151
Event-triggered positive l1	151
A neuro-diversified benchmark generator for black box optimization	145
A multi-granularity distance with its application for decision making	143
Image retrieval based on aggregated deep features weighted by regional significance and channel sensitivity	142
Multi-view clustering with adaptive procrustes on Grassmann manifold	142
Fairness improvement for black-box classifiers with Gaussian process	140

Local sparse discriminative feature selection	140
Disentangling clusters from non-Euclidean data via graph frequency reorganization	139
The design of dynamic ensemble selection strategy for the error-correcting output codes family	138
Federated stochastic configuration networks for distributed data analytics	137
QIST: One-dimensional quantum integer wavelet S-transform	134
Fuzzy decentralized output feedback event-triggered control for interval type-2 fuzzy systems with saturated inputs	129
Evidential reasoning based ensemble classifier for uncertain imbalanced data	127
Deep Discriminative Domain Adaptation	126
A fairness-aware graph contrastive learning recommender framework for social tagging systems	126
Community hiding: Completely escape from community detection	126
SHARE: Designing multiple criteria-based personalized research paper recommendation system	124
Implementing bionic associate memory based on spiking signal	123
Self-triggered finite-time H∞	122
SDNN: Symmetric deep neural networks with lateral connections for recommender systems	120
CJC-net: A cyclical training method with joint loss and co-teaching strategy net for deep learning under noisy labels	120
Smart contract-based integrity audit method for IoT	117
Abnormal event detection using adversarial predictive coding for motion and appearance	116
A learning-based artificial bee colony algorithm for operation optimization in gas pipelines	114
Time-frequency based multi-task learning for semi-supervised time series classification	114
Mean-based Borda count for paradox-free comparisons of optimization algorithms	111
RHDSI: A novel dimensionality reduction based algorithm on high dimensional feature selection with interactions	110
Adaptive learning rate optimization algorithms with dynamic bound based on Barzilai-Borwein method	107
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification	107
Hybrid-attention guided network with multiple resolution features for person re-identification	105
Time series analysis and prediction of nonlinear systems with ensemble learning framework applied to deep learning neural networks	105
Fully dynamic group signatures from subset difference methods under simple assumptions	105
An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	104
Resilient and privacy-preserving consensus for multi-agent systems	104
Q-learning with heterogeneous update strategy	104
The Choquet Kernel on the use of Regression Problem	103
Efficient algorithms for mining frequent high utility sequences with constraints	102
Enhanced clustering embedded in curvilinear distance analysis guided by pairwise constraints	102
Warping-based spectral translation network for unsupervised cross-spectral stereo matching	101
Editorial Board	99
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	97
Editorial Board	97
Shapley-guided pruning for efficient graph neural architecture prediction in distributed learning environments	96
Graph prototypical contrastive learning	94
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	94
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions	92
Automated detection of shockable ECG signals: A review	92
A similarity-based three-way multiattribute decision model under constrained Pythagorean fuzzy environment	90
A novel linear discriminant analysis based on alternate ratio sum minimization	89
Optimal scale combination selection in generalized multi-scale hybrid decision systems	89
GSS: A group similarity system based on unsupervised outlier detection for big data computing	88
Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism	88
Entropy measure for orderable sets	87
A hybridization approach with predicted solution candidates for improving population-based optimization algorithms	87
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	87
Distributed optimization in predefined-time for multi-agent systems over a directed network	86

A novel wrapper-based feature subset selection method using modified binary differential evolution algorithm	86
An improved type-reduction algorithm for general type-2 fuzzy sets	86
From attack graph analysis to attack function analysis	85
Improved Glasius bio-inspired neural network for target search by multi-agents	85
Cryptographic system based on double parameters fractal sorting vector and new spatiotemporal chaotic system	84
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	84
Small perturbations are enough: Adversarial attacks on time series prediction	84
A digital twin-based edge intelligence framework for decentralized decision in IoV system	83
An efficient identity-based signature scheme with provable security	83
Cross adversarial consistency self-prediction learning for unsupervised domain adaptation person re-identification	83
Etemadi reliability-based multi-layer perceptrons for classification and forecasting	82
Group decision making with incomplete interval-valued linguistic intuitionistic fuzzy preference relations	81
Time-weighted Fuzzy Support Vector Machines for classification in changing environments	81
Novel variable precision fuzzy rough sets and three-way decision model with three strategies	81
Dropout injection at test time for post hoc uncertainty quantification in neural networks	80
Progressive decoupled target-into-source multi-target domain adaptation	80
Robust fuzzy regression functions approaches	80
Exploring view-specific label relationships for multi-view multi-label feature selection	80
Blockchain-based crowdsourced deep reinforcement learning as a service	79
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	79
Fuzzy membership-function-dependent design of aperiodic sample-data control scheme for nonlinear PMSG-based WECS with quantization measurements via refined looped Lyapunov functional	79
PaVa: A novel path-based valley-seeking clustering algorithm	79
MetaWCE: Learning to Weight for Weighted Cluster Ensemble	78
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	77
Dual auto-weighted multi-view clustering via autoencoder-like nonnegative matrix factorization	77
Fast finite time adaptive neural network control for a class of uncertain nonlinear systems subject to unmodeled dynamics	77
Incremental feature selection approach to interval-valued fuzzy decision information systems based on λ	76
Users' photos of items can reveal their tastes in a recommender system	76
Learning shared and non-redundant label-specific features for partial multi-label classification	76
Sequence recommendation using multi-level self-attention network with gated spiking neural P systems	76
Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory	76
An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making	76
Multi-stage consistency optimization algorithm for decision making with incomplete probabilistic linguistic preference relation	76
Edge computing and its role in Industrial Internet: Methodologies, applications, and future directions	75
Tensor subspace clustering using consensus tensor low-rank representation	75
Decomposed deep multi-view subspace clustering with self-labeling supervision	75
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	75
An efficient surrogate-assisted hybrid optimization algorithm for expensive optimization problems	75
Generating real-world hypergraphs via deep generative models	75
Controlling estimation error in reinforcement learning via Reinforced Operation	75
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	75
Improved GNN method with finite-time convergence for time-varying Lyapunov equation	74
Explorer-Actor-Critic: Better actors for deep reinforcement learning	74
Novel image encryption scheme based on chaotic signals with finite-precision error	74
Adaptive dependency learning graph neural networks	73
Simplification logic for the management of unknown information	73
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	73
Hierarchical fuzzy regression tree: A new gradient boosting approach to design a TSK fuzzy model	72
A graph attention fusion network for event-driven traffic speed prediction	72
Multi-hyperplane twin support vector regression guided with fuzzy clustering	72
Regulation-aware graph learning for drug repositioning over heterogeneous biological network	71
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	71
Bayesian optimization based dynamic ensemble for time series forecasting	71
Pricing GAN-based data generators under Rényi differential privacy	71
Adaptive histogram equalization with visual perception consistency	71
A fast self-adaptive intuitionistic fuzzy latent factor model	70
Joint group and pairwise localities embedding for feature extraction	70
GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings	70
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy	70
On exploring data lakes by finding compact, isolated clusters	69
Toward a perceptive pretraining framework for Audio-Visual Video Parsing	69
ExHIBit: Breath-based augmentative and alternative communication solution using commercial RFID devices	69
Feature pyramid network for diffusion-based image inpainting detection	69
On generalization reducts in multi-scale decision tables	69
Spatio-temporal invariant descriptors for skeleton-based human action recognition	68
Analysing monotonicity in non-deterministic computable aggregations: The probabilistic case	68
Novel stability analysis methods for generalized neural networks with interval time-varying delay	67
Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies	67
CEO: Identifying Overlapping Communities via Construction, Expansion and Optimization	67
Relevance aggregation for neural networks interpretability and knowledge discovery on tabular data	67
Distributed feedback network for single-image deraining	67
Competition-driven robust multicriteria ranking for managing interactive generalized orthopair information in humanitarian operations	67
Hierarchical recurrent neural networks for graph generation	66
Graph convolutional network with triplet attention learning for person re-identification	66
Dynamic event-triggered boundary control for exponential consensus of multi-agent systems of impulsive PDEs with switching topology	66
Patch merging refiner embedding UNet for image denoising	66
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	66
Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance	66
Secure consensus for multiagent systems with hybrid cyber attacks: A multi-round-robin protocol-based approach	66
Robust supervisory control for automated manufacturing systems with unreliable resources by analyzing reachable state space	65

Learning risk-mediated traversability maps in unstructured terrains navigation through robot-oriented models	65
Incremental classifier in crime prediction using bi-objective Particle Swarm Optimization	65
Event-triggered adaptive consensus for stochastic multi-agent systems with saturated input and partial state constraints	65
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes	65
A novel one-dimensional chaotic map generator and its application in a new index representation-based image encryption scheme	65
Multilingual handwritten numeral recognition using a robust deep network joint with transfer learning	65
Multi-criteria decision-making model based on picture hesitant fuzzy soft set approach: An application of sustainable solar energy management	64
Wind-field identification for parafoils based on deep Q-learning iterative inversion	64
Reliability-based ordinal consensus adjustment model for large scale group decision making	64
Gaussian kernel based gene selection in a single cell gene decision space	64
HardVD: High-capacity cross-modal adversarial reprogramming for data-efficient vulnerability detection	64
Distributed dynamic event-triggered communication and control for multi-agent consensus: A hybrid system approach	64
Grid neighbourhood based three way clustering (3WC)	63
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph	63
Scalable incomplete multi-view clustering with adaptive data completion	63
Multicriteria decision making based on bi-direction Choquet integrals	63
Mixed Poisson-Gaussian noise reduction using a time-space fractional differential equations	63
Regularization oversampling for classification tasks: To exploit what you do not know	62
DSGA: A Distributed Segment-Based Genetic Algorithm for Multi-Objective Outsourced Database Partitioning	62
Fuzzy adaptive output feedback control for uncertain nonlinear systems with unknown control gain functions and unmodeled dynamics	62
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control	61
Transportation planning for sustainable supply chain network using big data technology	61
Predefined-time bipartite containment control of multi-agent systems with novel super-twisting extended state observer	61
Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection	60
L-Net: A lightweight convolutional neural network for devices with low computing power	60
Stable matching-based two-way selection in multi-label active learning with imbalanced data	60
A Blockchain-based approach for matching desired and real privacy settings of social network users	60
Quantum support vector machine without iteration	59
A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification	59
Self-supervised vision transformer-based few-shot learning for facial expression recognition	59
An electronic medical record access control model based on intuitionistic fuzzy trust	59
Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph	59
MixCam-attack: Boosting the transferability of adversarial examples with targeted data augmentation	59
Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles	58
Lattice-valued overlap and quasi-overlap functions	58
A method for improving the multiplicative inconsistency based on indeterminacy of an intuitionistic fuzzy preference relation	58
Elastic deep multi-view autoencoder with diversity embedding	58
Mixture of deep networks for facial age estimation	58
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints	58
A robust deep reinforcement learning approach to driverless taxi dispatching under uncertain demand	57
Subspace-based self-weighted multiview fusion for instance retrieval	57
The EEG signals encryption algorithm with K-sine-transform-based coupling chaotic system	57
Sparse and robust estimation with ridge minimax concave penalty	57
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection	57
MVCformer: A transformer-based multi-view clustering method	57
A reinforcement learning approach to distribution-free capacity allocation for sea cargo revenue management	57
Equilibrium of individual concern-critical influence maximization in virtual and real blending network	57
Statute recommendation: Re-ranking statutes by modeling case-statute relation with interpretable hand-crafted features	56
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors	56
PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification	56
Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance	56
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function	56
Fitness landscape analysis of convolutional neural network architectures for image classification	56
Similarity measure for complex non-linear Diophantine fuzzy hypersoft set and its application in pattern recognition	56
Double-coupling learning for multi-task data stream classification	55
Hypergraph-based convex semi-supervised unconstraint symmetric matrix factorization for image clustering	55
Editorial Board	55
Component importance preference-based evolutionary graph neural architecture search	55
Two efficient local search algorithms for the vertex bisection minimization problem	54
Integrating adaptive fuzzy embedding with topology and property hypergraphs: Enhancing membership degree-aware knowledge graph reasoning	54
Latent evolution model for change point detection in time-varying networks	54
TOMATE: A heuristic-based approach to extract data from HTML tables	54
Constrained optimization for stratified treatment rules with multiple responses of survival data	54
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data	54
Graph visual tracking using conditional uncertainty minimization and minibatch Monte Carlo inference	54
Solution of the linear quadratic regulator problem of black box linear systems using reinforcement learning	54
Improved adaptive dynamic non-singular terminal sliding mode controller with fractional disturbance observer	54
A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure	53
Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity	53
Gradient temporal-difference learning for off-policy evaluation using emphatic weightings	53
Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features	53
Co-augmentation of structure and feature for boosting graph contrastive learning	53
Fusion of latent categorical prediction and sequential prediction for session-based recommendation	53
A safe double screening strategy for elastic net support vector machine	53
LDSPool: Latent Dirichlet structure pooling with hierarchical graph context representation	52
Distributed fault estimation over sensor networks: A bit rate allocation scheme	52
Finite-time stabilization of linear systems by bounded event-triggered and self-triggered control	52
MIFuGP: Boolean network inference from multivariate time series using fuzzy genetic programming	52
Data-and knowledge-driven belief rule learning for hybrid classification	52
Outranking-based approaches for multiple criteria partially ordered clustering: A review of existing algorithms, new proposals, and experimental comparison	52
Algorithm for computing all the shortest reducts based on a new pruning strategy	52
A low-rank support tensor machine for multi-classification	52
A guaranteed fixed-step convergence approach to discrete sliding mode control of linear disturbed systems	52
Adaptive neural inverse optimal tracking control for uncertain multi-agent systems	52
BAP: Bilateral asymptotic pruning for optimizing CNNs on image tasks	52
Parameter and strategy adaptive differential evolution algorithm based on accompanying evolution	52
Efficient improvement of classification accuracy via selective test-time augmentation	52
Distributed model-free adaptive control for multi-agent systems with external disturbances and DoS attacks	51
Projection-based coupled tensor learning for robust multi-view clustering	51
Protocol-based zonotopic state and fault estimation for communication-constrained industrial cyber-physical systems	51
A fuzzy association rule-based classifier for imbalanced classification problems	51
Reversible data hiding with adaptive difference recovery for encrypted images	51
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security	51
Information-decision searching algorithm: Theory and applications for solving engineering optimization problems	51
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification	51