Information Sciences

Article	Citations
Recursive least mean dual p-power solution to the generalization of evolving fuzzy system under multiple noises	828
Threshold based constrained θ-NSGA-III algorithm to solve many-objective optimization problems	356
Unsupervised feature selection using orthogonal encoder-decoder factorization	343
Group decision making based on multiplicative consistency-and-consensus preference analysis for incomplete q-rung orthopair fuzzy preference relations	280
RETRACTED: Multiattribute decision making based on nonlinear programming model, the Gini coefficient, and novel score function of interval-valued intuitionistic fuzzy values	241
RETRACTED: Integrating confidence calibration and adversarial robustness via adversarial calibration entropy	237
RETRACTED: Multiattribute decision making based on nonlinear programming methodology, novel score function of interval-valued intuitionistic fuzzy values, and the standard deviations of the score valu	210
Fuzzy encoding and decoding approaches for 2-TCLE and their applications in multi-criteria decision making	195
A novel in-depth analysis approach for domain-specific problems based on multidomain data	179
Region stability of switched DTL systems with all subsystems unstable and multi-equilibria	165
λ-Scaled-attention: A novel fast attention mechanism for efficient modeling	164
CIRF: Importance of related features for plausible counterfactual explanations	161
Leveraging cascading information for community detection in social networks	155
Greedy deep stochastic configuration networks ensemble with boosting negative correlation learning	154
Multi-label feature selection based on stable label relevance and label-specific features	154
Prolog-based agnostic explanation module for structured pattern classification	152
Time series analysis and prediction of nonlinear systems with ensemble learning framework applied to deep learning neural networks	151
An interval multi-objective optimization algorithm based on elite genetic strategy	151
Robust fuzzy regression functions approaches	151
Fed-ESD: Federated learning for efficient epileptic seizure detection in the fog-assisted internet of medical things	144
Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization	143
An improved type-reduction algorithm for general type-2 fuzzy sets	142
Adaptive large neighborhood search algorithm with reinforcement search strategy for solving extended cooperative multi task assignment problem of UAVs	140
Assessing bank default determinants via machine learning	140
Reinforcement learning based-adaptive tracking control for a class of semi-markov non-Lipschitz uncertain system with unmatched disturbances	138

Novel variable precision fuzzy rough sets and three-way decision model with three strategies	136
A genetic algorithm for multivariate missing data imputation	136
Multimodal medical image fusion based on joint bilateral filter and local gradient energy	136
Optimization-based group decision making using interval-valued intuitionistic fuzzy preference relations	135
Blockchain-based crowdsourced deep reinforcement learning as a service	135
Mining negative samples on contrastive learning via curricular weighting strategy	129
A distributed predictive formation control strategy for cyber-physical multi-agent systems under communication constraints	126
The strategy of consensus and consistency improving considering bounded confidence for group interval-valued intuitionistic multiplicative best-worst method	125
Intelligent emergency traffic signal control system with pedestrian access	124
AFC: An adaptive lossless floating-point compression algorithm in time series database	122
ERGCN: Data enhancement-based robust graph convolutional network against adversarial attacks	121
PSO-ELPM: PSO with elite learning, enhanced parameter updating, and exponential mutation operator	121
Weighted probability kernel multi-granularity three-way decision integrating GRA and its application in medical diagnosis	120
An incentive mechanism design for federated learning with multiple task publishers by contract theory approach	120
Semantic translation of face image with limited pixels for simulated prosthetic vision	119
Symmetrizable Boolean networks	118
Prescribed time tracking control without velocity measurement for dual-arm robots	117
Constrained Decoupling Adaptive Dynamic Programming for A Partially Uncontrollable Time-Delayed Model of Energy Systems	113
Distributionally robust portfolio optimization with second-order stochastic dominance based on wasserstein metric	112
Topic research in fuzzy domain: Based on LDA topic modelling	112
Non-parallel bounded support matrix machine and its application in roller bearing fault diagnosis	110
Formation control for linear multi-agent systems with asynchronously sampled outputs	109
Targeted mining of contiguous sequential patterns	107
DoS-Resilient Event-Triggering Control of Connected Vehicles: An Attack-Parameter-Dependent Functional Method	105
Probabilistic consistency of stochastic multiplicative comparison matrices based on Monte Carlo simulation	105
Using partial sampled-data information for synchronization of chaotic Lur’e systems and its applications: an interval-dependent functional method	103
Fixed-/Preassigned-time stabilization of delayed memristive neural networks	103
Semantic improved representation for test questions via discipline domain graph and multi-view interaction	102
Event-triggered asynchronous nonfragile guaranteed performance control and l1-gain analysis for state-dependent switched singular positive systems	102
Mining interpretable rules with MCRM: A novel rule mining algorithm with inherent feature selection and discretization	100
Editorial Board	100
Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback	99
A large-scale graph clustering method for cell conditions spatio-temporal localization in aluminum electrolysis	97
Editorial Board	97
Decomposed deep multi-view subspace clustering with self-labeling supervision	97
Combinatorial resources auction in decentralized edge-thing systems using blockchain and differential privacy	97
On the lattice of conceptual measurements	96
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control	94
Profiling users and bots in Twitter through social media analysis	92
Feature selection based on double-hierarchical and multiplication-optimal fusion measurement in fuzzy neighborhood rough sets	92
Sampled-data Control of Probabilistic Boolean Control Networks: A Deep Reinforcement Learning Approach	90
Adaptive event-triggered control for a family of uncertain switched nonlinear systems with full-state constraints	90
Question-response representation with dual-level contrastive learning for improving knowledge tracing	89
H∞	89
Structural redundancy reduction based efficient training for lightweight person re-identification	89
A novel extended multimodal AI framework towards vulnerability detection in smart contracts	88
Blockchain-based reliable task offloading framework for edge-cloud cooperative workflows in IoMT	87
Blockchain service platform evaluation with probabilistic linguistic preference information based on Choquet integral and ExpTODIM	87
The manifold regularized SVDD for noisy label detection	86
A stage model for agent-based emotional persuasion with an adaptive target: From a social exchange perspective	86

An enhanced kernel learning data-driven method for multiple fault detection and identification in industrial systems	86
Mitigating viewpoint sensitivity of self-supervised one-class classifiers	84
SURE: Screening unlabeled samples for reliable negative samples based on reinforcement learning	83
Key escrow-free attribute based encryption with user revocation	83
Multiple source transfer learning for dynamic multiobjective optimization	83
Pseudo-labeling Integrating Centers and Samples with Consistent Selection Mechanism for Unsupervised Domain Adaptation	83
Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria	83
Temporal knowledge graphs reasoning with iterative guidance by temporal logical rules	83
A visually secure image encryption scheme using adaptive-thresholding sparsification compression sensing model and newly-designed memristive chaotic map	83
Consensus and complementary regularized non-negative matrix factorization for multi-view image clustering	82
Auto-weighted orthogonal and nonnegative graph reconstruction for multi-view clustering	82
Best subset selection for high-dimensional non-smooth models using iterative hard thresholding	82
Adaptive multi-objective particle swarm optimization based on virtual Pareto front	81
Perturbation-insensitive cross-domain image enhancement for low-quality face verification	80
Adaptive dependency learning graph neural networks	80
Local causal structure learning for streaming features	79
Design of False Data Injection Attacks in Cyber-Physical Systems	79
Deep discriminative causal domain generalization	79
A fairness-aware graph contrastive learning recommender framework for social tagging systems	79
Clustered federated learning based on nonconvex pairwise fusion	78
A consensus model considers managing manipulative and overconfident behaviours in large-scale group decision-making	78
A maximum satisfaction consensus-based large-scale group decision-making in social network considering limited compromise behavior	77
Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation	77
Residual memory inference network for regression tracking with weighted gradient harmonized loss	77
Hybrid watermarking algorithm for medical images based on digital transformation and MobileNetV2	77
Three-way group consensus with experts' attitudes based on probabilistic linguistic preference relations	77
Estimating unconfirmed COVID-19 infection cases and multiple waves of pandemic progression with consideration of testing capacity and non-pharmaceutical interventions: A dynamic spreading model	76
Mixed norm regularized models for low-rank tensor completion	76
Finite/fixed-time cluster synchronization for directed and multiplex coupled dynamic networks	76
Deep locally linear embedding network	76
Computing Sufficient and Necessary Conditions in CTL: A Forgetting Approach	76
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification	75
SCICL: A Sparse Classifiers Induced Contrastive Learning Method	75
Discrete-Time Event-Triggered Type-2 fuzzy wavelet neural network control for Multi-Motor servo system	75
Enhancement of the performance of high-dimensional fuzzy classification with feature combination optimization	74
Speech emotion recognition based on optimized deep features of dual-channel complementary spectrogram	74
Copyright protection framework for federated learning models against collusion attacks	74
Three-way decisions based on bipolar-valued fuzzy sets over three-way decision spaces	74
Flexible capped principal component analysis with applications in image recognition	73
A membership function-dependent L∞ performance based output interval estimation method for discrete-time Takagi–Sugeno fuzzy systems applied to fault detection	73
Bimodal deep learning model for subjectively enhanced emotion classification in films	73
Qualitative measures for ad hoc table retrieval	73
Lipschitz energy functional for anisotropic diffusion applications	73
A multiphase information fusion strategy for data-driven quality prediction of industrial batch processes	73
Robust graph embedding via Attack-aid Graph Denoising	73
Total variation distance privacy: Accurately measuring inference attacks and improving utility	72
A principled framework for explainable multimodal disentanglement	72
Editorial Board	72
Flexi-BOPI: Flexible granularity pipeline inference with Bayesian optimization for deep learning models on HMPSoC	72
Contrastive deep convolutional transform k-means clustering	72
Enhancing generalization in genetic programming hyper-heuristics through mini-batch sampling strategies for dynamic workflow scheduling	72
The Choquet Kernel on the use of Regression Problem	71
Concept drift detection with quadtree-based spatial mapping of streaming data	70
A process calculus for spiking neural P systems	70
Joint graph entropy knowledge distillation for point cloud classification and robustness against corruptions	70
Editorial Board	69
Interval-valued seminormed fuzzy operators based on admissible orders	69
Editorial Board	69
Fault detection filtering for memristive neural networks in the presence of communication constraints	69
Editorial Board	69
Editorial Board	69
Jointly evolving and compressing fuzzy system for feature reduction and classification	68
Distributed resilient fusion estimation for resource-limited CPSs under hybrid attacks	68
Enhanced clustering embedded in curvilinear distance analysis guided by pairwise constraints	68
Efficient algorithms for mining frequent high utility sequences with constraints	67
Masking and purifying inputs for blocking textual adversarial attacks	67
Conditional variational autoencoder for query expansion in ad-hoc information retrieval	67
Differentially private trajectory event streams publishing under data dependence constraints	66
Editorial Board	66
A data-driven optimisation method for a class of problems with redundant variables and indefinite objective functions	66
Siamese Graph-Based Dynamic Matching for Collaborative Filtering	66
Editorial Board	66
CAVE-SC: Inferring categories for venues using check-ins	66
Editorial Board	65
Markov Chain Monte Carlo for generating ranked textual data	65
Deep attentive style transfer for images with wavelet decomposition	65
Editorial Board	65
Distributionally robust joint chance-constrained programming: Wasserstein metric and second-order moment constraints	65
A structure noise-aware tensor dictionary learning method for high-dimensional data clustering	65
Editorial Board	65

Editorial Board	64
ma-CODE: A multi-phase approach on community detection in evolving networks	64
A highly effective hybrid evolutionary algorithm for the covering salesman problem	64
The strategy of modeling and solving the problems described by Laplace’s equation with uncertainly defined boundary shape and boundary conditions	64
Combining attention with spectrum to handle missing values on time series data without imputation	64
Warping-based spectral translation network for unsupervised cross-spectral stereo matching	64
Editorial Board	63
Editorial Board	63
Membership reconstruction attack in deep neural networks	63
Editorial Board	63
Key grids based batch-incremental CLIQUE clustering algorithm considering cluster structure changes	62
An online low-dimension fuzzy modeling method for time-varying processes	62
Convex combination multiple populations competitive swarm optimization for moving target search using UAVs	62
Editorial Board	62
A framework for constrained large-scale multi-objective white-box problems based on two-scale optimization through decision transfer	62
Minimal distance index — A new clustering performance metrics	62
Multi-task subspace clustering	62
Editorial Board	62
Parameter continuity in time-varying Gauss–Markov models for learning from small training data sets	62
Mining incomplete data using global and saturated probabilistic approximations based on characteristic sets and maximal consistent blocks	62
Editorial Board	61
Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer	61
A relative granular ratio-based outlier detection method in heterogeneous data	61
MLTF: Model less time-series forecasting	61
A scalable Matérn Gaussian process for learning spatial curves distributions	61
Editorial Board	61
Self-attention based deep direct recurrent reinforcement learning with hybrid loss for trading signal generation	60
Non-fragile output feedback control for PDT-switched fuzzy systems under weighted try-once-discard protocol and its application	60
Adaptive multi-task evolutionary algorithm based on knowledge reuse	59
A Monte Carlo fuzzy logistic regression framework against imbalance and separation	59
A tensor-based unified approach for clustering coefficients in financial multiplex networks	59
Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems	59
Actuator fault and Bernoulli random delay-based H∞ reliable fuzzy control of singular hybrid vehicle suspension systems with impulsive perturbations	59
Cognitive decisions based on a rule-based fuzzy system	58
Strategic information sharing in the dual-channel closed loop supply chain with nonlinear production cost	58
An extended belief rule-based system with hybrid sampling strategy for imbalanced rule base	58
Graph prototypical contrastive learning	58
Non-uniform number-conserving elementary cellular automata	58
Community hiding: Completely escape from community detection	58
Global precise consensus tracking control for uncertain multiagent systems in cooperation-competition networks	57
Ambient-aware continuous aid for mountain rescue activities	57
Joint extraction of entities and relations via an entity correlated attention neural model	57
Joint group and pairwise localities embedding for feature extraction	57
CJC-net: A cyclical training method with joint loss and co-teaching strategy net for deep learning under noisy labels	57
An approach based on timed Petri nets and tree encoding to implement search algorithms for a class of scheduling problems	57
How does rumor spreading affect people inside and outside an institution	56
On computing the similarity of trapezoidal fuzzy sets using an Automated Area Method	56
Event-based fault estimation and compensation for discrete-time systems via zonotopes	56
LazySort: A customized sorting algorithm for non-volatile memory	56
Local knowledge distance for rough approximation measure in multi-granularity spaces	56
A game-theory-based scheme to facilitate consensus latency minimization in sharding blockchain	56
A graph attention fusion network for event-driven traffic speed prediction	56
ECG-MAKE: An ECG signal delineation approach based on medical attribute knowledge extraction	56
Interactive co-evolutionary multiple objective optimization algorithms for finding consensus solutions for a group of Decision Makers	56
StreamliNet: Cost-aware layer-wise neural network linearization for fast and accurate private inference	55
Bayesian network based label correlation analysis for multi-label classifier chain	55
Optimal strategies and profit allocation for three-echelon food supply chain in view of cooperative games with cycle communication structure	55
Locally finite distance clustering with discriminative information	55
The movement strategy of three-way decisions based on clustering	55
Adaptively sharing multi-levels of distributed representations in multi-task learning	54
MOFS-REPLS: A large-scale multi-objective feature selection algorithm based on real-valued encoding and preference leadership strategy	54
Heterogeneous graph knowledge distillation neural network incorporating multiple relations and cross-semantic interactions	54
Incremental information fusion in the presence of object variations for incomplete interval-valued data based on information entropy	54
Differential evolution based on network structure for feature selection	54
Locally private estimation of conditional probability distribution for random forest in multimedia applications	53
A hybridization approach with predicted solution candidates for improving population-based optimization algorithms	53
Differential cryptanalysis of image cipher using block-based scrambling and image filtering	53
Dual population approximate constrained Pareto front for constrained multiobjective optimization	53
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization	53
Black hole Entropic Fuzzy Clustering-based image indexing and Tversky index-feature matching for image retrieval in cloud computing environment	53
Understanding and improving adversarial transferability of vision transformers and convolutional neural networks	53
Joint tracking of multiple quantiles through conditional quantiles	53
Arbitrary-term-absent max-product fuzzy relation inequalities and its lexicographic minimal solution	52
Finite-time quasi-projective synchronization of fractional-order reaction-diffusion delayed neural networks	52
Type-based outlier removal framework for point clouds	52
Rebalancing stochastic demands for bike-sharing networks with multi-scenario characteristics	52
Distributional reinforcement learning with epistemic and aleatoric uncertainty estimation	52
Dimensional-varying integral sliding mode controller design for uncertain Takagi–Sugeno fuzzy systems	52
Transformed Schatten-1 penalty based full-rank latent label learning for incomplete multi-label classification	52
A dual-population and multi-stage based constrained multi-objective evolutionary	52
Pricing GAN-based data generators under Rényi differential privacy	52
Active domain adaptation with mining diverse knowledge: An updated class consensus dictionary approach	52
Probabilistic double hierarchy linguistic risk analysis based on failure mode and effects analysis and S-ARAS method	52
Handling constrained many-objective optimization problems via determinantal point processes	52
Stability of stochastic delayed multi-links complex network with semi-Markov switched topology: A time-varying hybrid aperiodically intermittent control strategy	52
A novel distance measure based on dynamic time warping to improve time series classification	52
Multi-feature hybrid network for traffic flow prediction based on mobility patterns	51
IRDA: Implicit data augmentation for deep imbalanced regression	51
Privacy-preserving Boolean range query with verifiability and forward security over spatio-textual data	51
Dynamic trust network-driven consensus modeling with endogenous adjustment and exogenous modification under a quasi-Z-number environment	51
A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization	51
Cooperative control of multiple magnetically controlled soft robots	51
Multivariable time series forecasting using model fusion	51
A dynamic broad TSK fuzzy classifier based on iterative learning on progressively rebalanced data	51
Explainable graph clustering via expanders in the massively parallel computation model	51