Information Sciences

Article	Citations
Gradient-based optimizer: A new metaheuristic optimization algorithm	463
Fractal sorting matrix and its application on chaotic image encryption	293
An enhanced fast non-dominated solution sorting genetic algorithm for multi-objective problems	262
Image encryption algorithm based on the matrix semi-tensor product with a compound secret key produced by a Boolean network	252
DC-SPP-YOLO: Dense connection and spatial pyramid pooling based YOLO for object detection	212
Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting	207
K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data	196
Multiattribute group decision making based on neutrality aggregation operators of q-rung orthopair fuzzy sets	186
Cross-plane colour image encryption using a two-dimensional logistic tent modular map	186
A new divergence measure for belief functions in D–S evidence theory for multisensor data fusion	184
A novel one-dimensional sine powered chaotic map and its application in a new image encryption scheme	169
An Adaptive Polyploid Memetic Algorithm for scheduling trucks at a cross-docking terminal	167
Design and implementation of a simple dynamical 4-D chaotic circuit with applications in image encryption	167
Combining unsupervised and supervised learning in credit card fraud detection	163
Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization	156
Root mean square error or mean absolute error? Use their ratio as well	153
CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances	152
Fuzzy best-worst method based on triangular fuzzy numbers for multi-criteria decision-making	147
A novel graph convolutional feature based convolutional neural network for stock trend prediction	143
Hybrid many-objective particle swarm optimization algorithm for green coal production problem	140
A novel triple-image encryption and hiding algorithm based on chaos, compressive sensing and 3D DCT	134
Approximating XGBoost with an interpretable decision tree	133
Score function based on concentration degree for probabilistic linguistic term sets: An application to TOPSIS and VIKOR	127
Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks	127
Enhancing MOEA/D with information feedback models for large-scale many-objective optimization	126

RTFN: A robust temporal feature network for time series classification	125
A privacy-preserving cryptosystem for IoT E-healthcare	125
An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing	123
Policy Iteration Reinforcement Learning-based control using a Grey Wolf Optimizer algorithm	123
A survey of evolutionary computation for association rule mining	123
Global context based automatic road segmentation via dilated convolutional neural network	119
Sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with average dwell time	117
Adaptively constrained dynamic time warping for time series classification and clustering	117
Conflicting evidence combination from the perspective of networks	116
A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks	116
JKT: A joint graph convolutional network based Deep Knowledge Tracing	115
Cryptanalysis of a DNA-based image encryption scheme	114
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning	113
Adaptive stock trading strategies with deep reinforcement learning methods	112
Improving artificial Bee colony algorithm using a new neighborhood selection mechanism	110
Blockchain-based fair payment smart contract for public cloud storage auditing	110
Attribute reduction with fuzzy rough self-information measures	106
Detection of stealthy false data injection attacks against networked control systems via active data modification	106
HOBA: A novel feature engineering methodology for credit card fraud detection with a deep learning architecture	106
Balancing composite motion optimization	106
Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification	105
A privacy image encryption algorithm based on piecewise coupled map lattice with multi dynamic coupling coefficient	104
A survey on facial emotion recognition techniques: A state-of-the-art literature review	103
A training-integrity privacy-preserving federated learning scheme with trusted execution environment	102
A novel IoT network intrusion detection approach based on Adaptive Particle Swarm Optimization Convolutional Neural Network	101
Reinforcement Learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system	100
A distributed sensor-fault detection and diagnosis framework using machine learning	99
DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring	98
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition	97
GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems	97
Multi-strategy particle swarm and ant colony hybrid optimization for airport taxiway planning problem	96
Hybrid-triggered-based security controller design for networked control system under multiple cyber attacks	94
The fast image encryption algorithm based on lifting scheme and chaos	93
A novel fuzzy rough set model with fuzzy neighborhood operators	93
Adaptive neural control for non-strict-feedback nonlinear systems with input delay	92
Aggregation of infinite chains of intuitionistic fuzzy sets and their application to choices with temporal intuitionistic fuzzy information	92
Dynamic event-triggered security control for networked control systems with cyber-attacks: A model predictive control approach	90
RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise	90
MHAT: An efficient model-heterogenous aggregation training scheme for federated learning	90
A new fractional one dimensional chaotic map and its application in high-speed image encryption	90
A novel decision-making approach based on three-way decisions in fuzzy information systems	87
Discovering high utility-occupancy patterns from uncertain data	87
Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks	86
A reinforcement learning level-based particle swarm optimization algorithm for large-scale optimization	86
Co-evolutionary competitive swarm optimizer with three-phase for large-scale complex optimization problem	85
Public-key authenticated encryption with keyword search revisited: Security model and constructions	85
An efficient surrogate-assisted hybrid optimization algorithm for expensive optimization problems	84
A many-objective optimization recommendation algorithm based on knowledge mining	83
Fractional discrete Tchebyshev moments and their applications in image encryption and watermarking	83
Learning reinforced attentional representation for end-to-end visual tracking	82

Covering-based variable precision fuzzy rough sets with PROMETHEE-EDAS methods	82
Group consensus via pinning control for a class of heterogeneous multi-agent systems with input constraints	82
RCSMOTE: Range-Controlled synthetic minority over-sampling technique for handling the class imbalance problem	82
Spatiotemporal chaos in improved cross coupled map lattice and its application in a bit-level image encryption scheme	82
A future intelligent traffic system with mixed autonomous vehicles and human-driven vehicles	81
Privacy preservation for machine learning training and classification based on homomorphic encryption schemes	81
An image encryption algorithm based on new chaos and diffusion values of a truth table	81
On the negation of a Dempster–Shafer belief structure based on maximum uncertainty allocation	80
Blockchain-based public auditing and secure deduplication with fair arbitration	80
Deep embedded multi-view clustering with collaborative training	80
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints	80
A problem-specific non-dominated sorting genetic algorithm for supervised feature selection	80
Spatial-temporal data-driven service recommendation with privacy-preservation	79
Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis	79
An incremental learning mechanism for object classification based on progressive fuzzy three-way concept	79
Bayesian optimization based dynamic ensemble for time series forecasting	79
A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors	78
Multimodal medical image fusion based on joint bilateral filter and local gradient energy	78
Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems	78
Autoencoder-based deep metric learning for network intrusion detection	78
A cluster-based oversampling algorithm combining SMOTE and k-means for imbalanced medical data	78
Estimating priorities from relative deviations in pairwise comparison matrices	78
Rules acquisition of formal decision contexts based on three-way concept lattices	78
A novel ensemble deep learning model with dynamic error correction and multi-objective ensemble pruning for time series forecasting	77
Event-triggered predictive control for networked control systems with DoS attacks	77
Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge	77
Hybrid query expansion using lexical resources and word embeddings for sentence retrieval in question answering	77
An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization	76
An improvement of rough sets’ accuracy measure using containment neighborhoods with a medical application	76
A trajectory privacy-preserving scheme based on a dual-K mechanism for continuous location-based services	75
Multipopulation cooperative particle swarm optimization with a mixed mutation strategy	75
Intuitionistic fuzzy TOPSIS method based on CVPIFRS models: An application to biomedical problems	75
Quantum generative adversarial network for generating discrete distribution	74
Robust and blind image watermarking in DCT domain using inter-block coefficient correlation	74
Attribute group for attribute reduction	73
Application of adaptive reliability importance sampling-based extended domain PSO on single mode failure in reliability engineering	73
Towards secure and practical consensus for blockchain based VANET	72
A reinforcement learning approach for dynamic multi-objective optimization	72
The improved AdaBoost algorithms for imbalanced data classification	72
An ensemble of differential evolution and Adam for training feed-forward neural networks	71
A genetic algorithm for constructing bijective substitution boxes with high nonlinearity	71
Resilient adaptive control of switched nonlinear cyber-physical systems under uncertain deception attacks	71
Generalized combination rule for evidential reasoning approach and Dempster–Shafer theory of evidence	70
Multi-objective prediction intervals for wind power forecast based on deep neural networks	70
Double hierarchy hesitant fuzzy linguistic entropy-based TODIM approach using evidential theory	70
Novel methods to finite-time Mittag-Leffler synchronization problem of fractional-order quaternion-valued neural networks	70
PPCL: Privacy-preserving collaborative learning for mitigating indirect information leakage	69
A fusion collaborative filtering method for sparse data in recommender systems	69
Multiple attribute decision making based on q-rung orthopair fuzzy generalized Maclaurin symmetic mean operators	69
An encrypted coverless information hiding method based on generative models	68
A consensus process based on regret theory with probabilistic linguistic term sets and its application in venture capital	68
Adapting H-infinity controller for the desired reference tracking of the sphere position in the maglev process	68
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	68
A deep learning approach for multi-attribute data: A study of train delay prediction in railway systems	68
Evidence reasoning rule-based classifier with uncertainty quantification	68
Facial expression recognition with grid-wise attention and visual transformer	67
AF2GNN: Graph convolution with adaptive filters and aggregator fusion for hyperspectral image classification	67
Research on AI security enhanced encryption algorithm of autonomous IoT systems	67
Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient	66
Heterogeneous comprehensive learning and dynamic multi-swarm particle swarm optimizer with two mutation operators	66
Fault detection for switched systems with all modes unstable based on interval observer	66
Color image dehazing using gradient channel prior and guided L0 filter	66
DP-SLAM: A visual SLAM with moving probability towards dynamic environments	66
Missing value imputation in multivariate time series with end-to-end generative adversarial networks	66
Distributed adaptive security consensus control for a class of multi-agent systems under network decay and intermittent attacks	66
Conflict analysis under one-vote veto based on approximate three-way concept lattice	65
Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment	65
Resampling ensemble model based on data distribution for imbalanced credit risk evaluation in P2P lending	64
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	64
A three-way decision model based on cumulative prospect theory	64
Dynamical analysis of rumor spreading model in multi-lingual environment and heterogeneous complex networks	64
Advantages of direct input-to-output connections in neural networks: The Elman network for stock index forecasting	64
A dynamic group MCDM model with intuitionistic fuzzy set: Perspective of alternative queuing method	64
Interval type-2 fuzzy sets improved by Simulated Annealing for locating the electric charging stations	64
Attention-based bidirectional GRU networks for efficient HTTPS traffic classification	64
FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing failure detection method	64
A comprehensive bibliometric analysis of uncertain group decision making from 1980 to 2019	64
A community detection algorithm based on graph compression for large-scale social networks	64
Leader-follower consensus control for linear multi-agent systems by fully distributed edge-event-triggered adaptive strategies	63
A novel prediction model for the inbound passenger flow of urban rail transit	63

Differential evolution with adaptive mutation strategy based on fitness landscape analysis	63
Multi-class financial distress prediction based on support vector machines integrated with the decomposition and fusion methods	63
Design of fuzzy system-fuzzy neural network-backstepping control for complex robot system	63
A novel wrapper-based feature subset selection method using modified binary differential evolution algorithm	63
A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets	63
Multiple attribute decision making using improved intuitionistic fuzzy weighted geometric operators of intuitionistic fuzzy values	63
Multi-stage consistency optimization algorithm for decision making with incomplete probabilistic linguistic preference relation	63
A privacy-preserving aggregation scheme based on negative survey for vehicle fuel consumption data	62
A type-3 logic fuzzy system: Optimized by a correntropy based Kalman filter with adaptive fuzzy kernel size	62
Stability analysis of a SAIR rumor spreading model with control strategies in online social networks	62
An accurate and dynamic predictive model for a smart M-Health system using machine learning	61
Multiple images encryption based on 3D scrambling and hyper-chaotic system	61
BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning	61
Adaptive fault-tolerant control for nonlinear multi-agent systems with DoS attacks	61
Multiple criteria group decision making based on group satisfaction	61
BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification	60
Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance	60
Time works well: Dynamic time warping based on time weighting for time series data mining	60
Fixed-time adaptive fuzzy control for uncertain strict feedback switched systems	60
TOPSIS-WAA method based on a covering-based fuzzy rough set: An application to rating problem	60
An efficient blockchain-based privacy preserving scheme for vehicular social networks	60
A hierarchical deep convolutional neural network and gated recurrent unit framework for structural damage detection	60
Cross-lingual multi-keyword rank search with semantic extension over encrypted data	60
An improved SVD-based blind color image watermarking algorithm with mixed modulation incorporated	59
SocialLGN: Light graph convolution network for social recommendation	59
A privacy-preserving data aggregation scheme for dynamic groups in fog computing	59
New technique to alleviate the cold start problem in recommender systems using information from social media and random decision forests	59
An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement	59
A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems	59
New results on stabilization analysis for fuzzy semi-Markov jump chaotic systems with state quantized sampled-data controller	59
A trustworthiness-based vehicular recruitment scheme for information collections in Distributed Networked Systems	58
Distributed adaptive fixed-time formation control for second-order multi-agent systems with collision avoidance	58
A three-way decision approach with probabilistic dominance relations under intuitionistic fuzzy information	58
Self directed learning based workload forecasting model for cloud resource management	58
An ameliorated teaching–learning-based optimization algorithm based study of image segmentation for multilevel thresholding using Kapur’s entropy and Otsu’s between class variance	58
2D eπ-map for image encryption	57
Multi-view subspace clustering via partition fusion	57
Managing noncooperative behaviors in large-scale group decision-making: Integration of independent and supervised consensus-reaching models	56
Multi-label classification with weighted classifier selection and stacked ensemble	56
Multi-view ensemble learning based on distance-to-model and adaptive clustering for imbalanced credit risk assessment in P2P lending	56
Group decision making with heterogeneous intuitionistic fuzzy preference relations	56
Discriminative deep multi-task learning for facial expression recognition	56
Identifying influential nodes in complex networks: Effective distance gravity model	56
Multi-modal fusion network with complementarity and importance for emotion recognition	56
Multi-criteria group decision-making for portfolio allocation with consensus reaching process under interval type-2 fuzzy environment	56
An efficient aggregation scheme resisting on malicious data mining attacks for smart grid	56
EHDHE: Enhancing security of healthcare documents in IoT-enabled digital healthcare ecosystems using blockchain	55
A novel one-dimensional chaotic map generator and its application in a new index representation-based image encryption scheme	55
Multi-strategy competitive-cooperative co-evolutionary algorithm and its application	55
GNN-based long and short term preference modeling for next-location prediction	55
A fitness-based adaptive differential evolution algorithm	55
Efficient scientific workflow scheduling for deadline-constrained parallel tasks in cloud computing environments	54
Corporate finance risk prediction based on LightGBM	54
Enhancing artificial bee colony algorithm with multi-elite guidance	54
A recalling-enhanced recurrent neural network: Conjugate gradient learning algorithm and its convergence analysis	54
Multiattribute decision making based on interval-valued intuitionistic fuzzy values, score function of connection numbers, and the set pair analysis theory	54
Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis	54
RobustH∞	54
Multi-attributed heterogeneous graph convolutional network for bot detection	54
Region-edge-based active contours driven by hybrid and local fuzzy region-based energy for image segmentation	54
A novel multi-scale fusion framework for detail-preserving low-light image enhancement	54
A novel three-way group investment decision model under intuitionistic fuzzy multi-attribute group decision-making environment	54
Cloud-based lightweight secure RFID mutual authentication protocol in IoT	53
Uncertain database retrieval with measure – Based belief function attribute values under intuitionistic fuzzy set	53
A likelihood-based multi-criteria sustainable supplier selection approach with complex preference information	53
General interval-valued overlap functions and interval-valued overlap indices	53
Multiple attribute group decision making based on advanced linguistic intuitionistic fuzzy weighted averaging aggregation operator of linguistic intuitionistic fuzzy numbers	53
Multi-objective scheduling of priority-based rescue vehicles to extinguish forest fires using a multi-objective discrete gravitational search algorithm	53
A benefit-to-cost ratio based approach for portfolio selection under multiple criteria with incomplete preference information	53
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery	53
An interactive knowledge-based recommender system for fashion product design in the big data environment	53
Local community detection by the nearest nodes with greater centrality	53
Effective privacy preserving data publishing by vectorization	53
A dynamical spatial-temporal graph neural network for traffic demand prediction	52
Clustering mixed numerical and categorical data with missing values	52
An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty	52
Efficient algorithms based on centrality measures for identification of top-K influential users in social networks	52
Class-specific information measures and attribute reducts for hierarchy and systematicness	52
Plaintext-related image encryption algorithm based on perceptron-like network	52
Influence maximization in social networks using graph embedding and graph neural network	52
Three-way decisions based multi-attribute decision making with probabilistic dominance relations	52
Fixed-time synchronization of fuzzy neutral-type BAM memristive inertial neural networks with proportional delays	51
Blockchain-based system for secure outsourcing of bilinear pairings	51
Event-triggered static/dynamic feedback control for discrete-time linear systems	51
Dynamical behaviors and control measures of rumor-spreading model in consideration of the infected media and time delay	51
Three-way decision based on third-generation prospect theory with Z-numbers	51
How to process local and global consensus? A large-scale group decision making model based on social network analysis with probabilistic linguistic information	51
Transfer learning based intrusion detection scheme for Internet of vehicles	51
Malware-Detection Method with a Convolutional Recurrent Neural Network Using Opcode Sequences	51
Adaptive fuzzy asymptotical tracking control of nonlinear systems with unmodeled dynamics and quantized actuator	51
A probability distribution detection based hybrid ensemble QoS prediction approach	51
Rumor2vec: A rumor detection framework with joint text and propagation structure representation learning	51
A dynamic event-triggered resilient control approach to cyber-physical systems under asynchronous DoS attacks	51
Lattice-valued overlap and quasi-overlap functions	50
Modeling and analysis of rumor propagation in social networks	50