International Journal of Intelligent Systems

Article	Citations
Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems	607
Privacy‐preserving federated learning based on multi‐key homomorphic encryption	137
Aczel–Alsina aggregation operators and their application to intuitionistic fuzzy multiple attribute decision making	130
NAGNN: Classification of COVID‐19 based on neighboring aware representation from deep graph neural network	123
A novel approach towards bipolar complex fuzzy sets and their applications in generalized similarity measures	123
A long short‐term memory‐based model for greenhouse climate prediction	120
A dual‐stage attention‐based Conv‐LSTM network for spatio‐temporal correlation and multivariate time series prediction	119
A variable weight‐based hybrid approach for multi‐attribute group decision making under interval‐valued intuitionistic fuzzy sets	109
An attention‐based category‐aware GRU model for the next POI recommendation	104
SelfMatch: Robust semisupervised time‐series classification with self‐distillation	94
Deep Learning with Graph Convolutional Networks: An Overview and Latest Applications in Computational Intelligence	92
A two‐stage privacy protection mechanism based on blockchain in mobile crowdsourcing	88
MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification	88
Semi‐selfish mining based on hidden Markov decision process	86
A blockchain‐ and artificial intelligence‐enabled smart IoT framework for sustainable city	84
Fermatean fuzzy Heronian mean operators and MEREC‐based additive ratio assessment method: An application to food waste treatment technology selection	84
Novel Aczel–Alsina operations‐based interval‐valued intuitionistic fuzzy aggregation operators and their applications in multiple attribute decision‐making process	77
Interval type 2 trapezoidal‐fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e‐tourism applications	76
Bidirectional GRU networks‐based next POI category prediction for healthcare	74
CN‐q‐ROFS: Connection number‐based q ‐rung orthopair fuzzy set and their application to decision‐making process	74
A novel approach to MADM problems using Fermatean fuzzy Hamacher aggregation operators	73
Intuitionistic fuzzy MABAC method based on cumulative prospect theory for multiple attribute group decision making	72
Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural network	69
Sensor network oriented human motion capture via wearable intelligent system	67
Some generalized q‐rung orthopair fuzzy Einstein interactive geometric aggregation operators with improved operational laws	67

Smart power consumption abnormality detection in buildings using micromoments and improved K‐nearest neighbors	67
PSSPR: A source location privacy protection scheme based on sector phantom routing in WSNs	66
Knowledge measure for the q‐rung orthopair fuzzy sets	66
Rise of multiattribute decision‐making in combating COVID‐19: A systematic review of the state‐of‐the‐art literature	66
Is semi‐selfish mining available without being detected?	66
Single‐network ADP for solving optimal event‐triggered tracking control problem of completely unknown nonlinear systems	65
Multidimensional benchmarking of the active queue management methods of network congestion control based on extension of fuzzy decision by opinion score method	64
A fast and efficient CNN model for B‐ALL diagnosis and its subtypes classification using peripheral blood smear images	63
Combining conflicting evidence based on Pearson correlation coefficient and weighted graph	61
Model‐based evaluation for online shopping platform with probabilistic double hierarchy linguistic CODAS method	59
Application of Choquet integral in interval type‐2 Pythagorean fuzzy sustainable supply chain management under risk	57
CSRT rumor spreading model based on complex network	57
Distance measure on intuitionistic fuzzy sets and its application in decision‐making, pattern recognition, and clustering problems	56
Semisupervised image classification by mutual learning of multiple self‐supervised models	56
TODIM method based on cumulative prospect theory for multiple attribute group decision‐making under 2‐tuple linguistic Pythagorean fuzzy environment	56
A two‐stream deep neural network‐based intelligent system for complex skin cancer types classification	55
Intuitionistic fuzzy statistical correlation algorithm with applications to multicriteria‐based decision‐making processes	54
Hybrid sequence‐based Android malware detection using natural language processing	51
Digital‐twin assisted: Fault diagnosis using deep transfer learning for machining tool condition	51
New distance measure for Fermatean fuzzy sets and its application	51
TODIM method for multiple attribute group decision making based on cumulative prospect theory with 2‐tuple linguistic neutrosophic sets	50
Discrete farmland fertility optimization algorithm with metropolis acceptance criterion for traveling salesman problems	50
SLNL: A novel method for gene selection and phenotype classification	50
HSWOA: An ensemble of hunger games search and whale optimization algorithm for global optimization	49
CT-Based Automatic Spine Segmentation Using Patch-Based Deep Learning	49
Multisource basic probability assignment fusion based on information quality	48
An overview of ARAS method: Theory development, application extension, and future challenge	47
Single‐valued neutrosophic similarity measure‐based additive ratio assessment framework for optimal site selection of electric vehicle charging station	47
Camdar‐adv: Generating adversarial patches on 3D object	47
Improved autoencoder for unsupervised anomaly detection	46
Optimal design of low computational burden model predictive control based on SSDA towards autonomous vehicle under vision dynamics	45
Generalized MULTIMOORA method and Dombi prioritized weighted aggregation operators based on T‐spherical fuzzy sets and their applications	44
CPT‐TODIM method for bipolar fuzzy multi‐attribute group decision making and its application to network security service provider selection	43
Human‐centered attention‐aware networks for action recognition	42
Development and application of machine learning‐based prediction model for distillation column	41
A medical assistant segmentation method for MRI images of osteosarcoma based on DecoupleSegNet	41
Improved generalized dissimilarity measure‐based VIKOR method for Pythagorean fuzzy sets	41
Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions	40
PVT: Point‐voxel transformer for point cloud learning	40
Robot target recognition using deep federated learning	40
When blockchain meets AI: Optimal mining strategy achieved by machine learning	38
Chaotic diffusion‐limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection	38
Predictive intelligence using ANFIS‐induced OWAWA for complex stock market prediction	38
Enhancing intrusion detection with feature selection and neural network	38
A novel ameliorated Harris hawk optimizer for solving complex engineering optimization problems	37
A lightweight 3D convolutional neural network for deepfake detection	36
Hybridizations of generalized Dombi operators and Bonferroni mean operators under dual probabilistic linguistic environment for group decision‐making	36
Tight bounds for the existence of path factors in network vulnerability parameter settings	36
Three‐dimensional feature maps and convolutional neural network‐based emotion recognition	35
Construction and generation of distance and similarity measures for intuitionistic fuzzy sets and various applications	35

Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art	35
A systematic survey of deep learning in breast cancer	35
Analyzing host security using D‐S evidence theory and multisource information fusion	35
Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel-Level Accuracy	34
Occupational health and safety risk assessment using an integrated TODIM‐PROMETHEE model under linguistic spherical fuzzy environment	33
A rough‐Z‐number‐based DEMATEL to evaluate the co‐creative sustainable value propositions for smart product‐service systems	33
An intelligent system for complex violence pattern analysis and detection	33
Knowledge structure enhanced graph representation learning model for attentive knowledge tracing	33
A novel approach to multi‐attribute group decision making based on power neutrality aggregation operator for q ‐rung orthopair fuzzy sets	33
Evaluation of startup companies using multicriteria decision making based on hesitant fuzzy linguistic information envelopment analysis models	32
Evidential Fermatean fuzzy multicriteria decision‐making based on Fermatean fuzzy entropy	32
Complex intuitionistic fuzzy preference relations and their applications in individual and group decision‐making problems	31
A family of similarity measures for q‐rung orthopair fuzzy sets and their applications to multiple criteria decision making	31
Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters	31
Power‐average‐operator‐based hybrid multiattribute online product recommendation model for consumer decision‐making	31
Multiple attribute decision making problem using GRA method with incomplete weight information based on picture hesitant fuzzy setting	31
Determining the location of isolation hospitals for COVID‐19 via Delphi‐based MCDM method	31
Intelligent deception techniques against adversarial attack on the industrial system	30
IEGA: An improved elitism‐based genetic algorithm for task scheduling problem in fog computing	30
Extended TODIM method based on VIKOR for q‐rung orthopair fuzzy information measures and their application in MAGDM problem of medical consumption products	30
Optimization Enabled Deep Learning-Based DDoS Attack Detection in Cloud Computing	30
Dual hesitant q ‐rung orthopair fuzzy Dombi t ‐conorm and t ‐norm based Bonferroni mean operators for solvi	29
Carbon emission sensitive deteriorating inventory model with trade credit under volumetric fuzzy system	29
A consensus reaching process for large‐scale group decision making with heterogeneous preference information	29
A novel belief χ2 ${\chi }^{2}$ divergence for multisource information fusion and its application in pattern classification	29
Descriptive prediction of drug side‐effects using a hybrid deep learning model	29
Knowledge modeling: A survey of processes and techniques	29
Machine learning for medical imaging‐based COVID‐19 detection and diagnosis	29
Frank aggregation operators and analytic hierarchy process based on interval‐valued picture fuzzy sets and their applications	29
Multi‐scale graph capsule with influence attention for information cascades prediction	28
A comprehensive review of federated learning for COVID‐19 detection	28
Explainable Transfer Learning-Based Deep Learning Model for Pelvis Fracture Detection	27
How fair can we go in machine learning ? Assessing the boundaries of accuracy and fairness	27
A new approach to three‐way decisions making based on fractional fuzzy decision‐theoretical rough set	27
A hybrid ITLHHO algorithm for numerical and engineering optimization problems	27
Assessment of Solar Panel Using Multiattribute Decision-Making Approach Based on Intuitionistic Fuzzy Aczel Alsina Heronian Mean Operator	26
An improved random forest algorithm and its application to wind pressure prediction	26
Linguistic Einstein aggregation operator‐based TOPSIS for multicriteria group decision making in linguistic Pythagorean fuzzy environment	26
A generalized χ2 divergence for multisource information fusion and its application in fault diagnosis	26
Deep Dual Support Vector Data description for anomaly detection on attributed networks	26
Optimization of electric vehicles charging station deployment by means of evolutionary algorithms	25
Double hierarchy linguistic term set and its extensions: The state‐of‐the‐art survey	25
Exploring the redaction mechanisms of mutable blockchains: A comprehensive survey	25
Hybrid evolutionary intelligent system and hybrid time series econometric model for stock price forecasting	25
Deep reinforcement learning‐based multitask hybrid computing offloading for multiaccess edge computing	25
A blind color image watermarking algorithm combined spatial domain and SVD	25
Bishift Networks for Thick Cloud Removal with Multitemporal Remote Sensing Images	25
Solution of matrix games with rough interval pay‐offs and its application in the telecom market share problem	25
Assessing farmers' perception to Agriculture 4.0 technologies: A new interval‐valued spherical fuzzy sets based approach	25
q ‐Rung orthopair fuzzy decision‐making framework for integrating mobile edge caching scheme preferences	25
Integration of logistic regression and multilayer perceptron for intelligent single and dual axis solar tracking systems	24
Advanced evasion attacks and mitigations on practical ML‐based phishing website classifiers	24
SVNMPR: A new single‐valued neutrosophic multiplicative preference relation and their application to decision‐making process	24
Three‐way decisions based on some Hamacher aggregation operators under double hierarchy linguistic environment	24
An empirical study of supervised email classification in Internet of Things: Practical performance and key influencing factors	24
Network vulnerability parameter and results on two surfaces	24
Graph embedding‐based intelligent industrial decision for complex sewage treatment processes	24
A group key agreement protocol for intelligent internet of things system	24
Missing the missing values: The ugly duckling of fairness in machine learning	24
A novel hybrid algorithm for solving emerging electricity market pricing problem of microgrid	24
Neutrality aggregation operators based on complex q‐rung orthopair fuzzy sets and their applications in multiattribute decision‐making problems	23
A reinforcement learning‐based approach for modeling and coverage of an unknown field using a team of autonomous ground vehicles	23
Motif‐based embedding label propagation algorithm for community detection	23
Ensemble mutation slime mould algorithm with restart mechanism for feature selection	23
Portfolio selection as a multicriteria group decision making in Pythagorean fuzzy environment with GRA and FAHP framework	23
Pythagorean fuzzy weighted discrimination‐based approximation approach to the assessment of sustainable bioenergy technologies for agricultural residues	23
A medical question answering system using large language models and knowledge graphs	23
Linguistic single‐valued neutrosophic soft sets with applications in game theory	22
Meta‐learning and the new challenges of machine learning	22
Intelligent system for depression scale estimation with facial expressions and case study in industrial intelligence	22
A spatial domain‐based color image blind watermarking scheme integrating multilevel discrete Hartley transform	22
Semantic data mining in the information age: A systematic review	22
ME‐MADDPG: An efficient learning‐based motion planning method for multiple agents in complex environments	22
Pythagorean fuzzy C‐means algorithm for image segmentation	21
Two new similarity measures for intuitionistic fuzzy sets and its various applications	21
Proportional hesitant 2‐tuple linguistic distance measurements and extended VIKOR method: Case study of evaluation and selection of green airport plans	21
Fractional‐Harris hawks optimization‐based generative adversarial network for osteosarcoma detection using Renyi entropy‐hybrid fusion	21
Convolutional‐capsule network for gastrointestinal endoscopy image classification	21
A novel hesitant fuzzy linguistic hybrid cloud model and extended best‐worst method for multicriteria decision making	21
Entropy‐based hybrid sampling ensemble learning for imbalanced data	21

An efficient hardware supported and parallelization architecture for intelligent systems to overcome speculative overheads	21
Fine‐grained semantic ethnic costume high‐resolution image colorization with conditional GAN	21
An axiomatically supported divergence measures for q‐rung orthopair fuzzy sets	21
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements	20
Optimized score function and its application in group multiattribute decision making based on fuzzy neutrosophic sets	20
Coffee disease detection using a robust HSV color‐based segmentation and transfer learning for use on smartphones	20
An approach to probabilistic hesitant fuzzy risky multiattribute decision making with unknown probability information	20
Basic probability assignment to probability distribution function based on the Shapley value approach	20
Assessment of cloud vendors using interval‐valued probabilistic linguistic information and unknown weights	20
A parallel learning particle swarm optimizer for inverse kinematics of robotic manipulator	20
ImpSuic: A quality updating rule in mixing coins with maximum utilities	20
Analyzing fusion of regularization techniques in the deep learning‐based intrusion detection system	20
Matrix games with dense fuzzy payoffs	20
An improved GAN with transformers for pedestrian trajectory prediction models	19
Extension of GRA method for multiattribute group decision making problem under linguistic Pythagorean fuzzy setting with incomplete weight information	19
Hospital admission and care of COVID‐19 patients problem based on spherical hesitant fuzzy decision support system	19
Cross‐media search method based on complementary attention and generative adversarial network for social networks	19
Boosting training for PDF malware classifier via active learning	19
Hydrological cycling optimization‐based multiobjective feature‐selection method for customer segmentation	19
Fault section diagnosis of power systems with logical operation binary gaining‐sharing knowledge‐based algorithm	19
Contribution‐based Federated Learning client selection	18
Security of federated learning for cloud‐edge intelligence collaborative computing	18
A consensus model for group decision making with self‐confident linguistic preference relations	18
Source data‐free domain adaptation of object detector through domain‐specific perturbation	18
An integrated group decision‐making framework for selecting cloud service providers based on regret theory and EVAMIX with hybrid information	18
A computational approach for predicting drug–target interactions from protein sequence and drug substructure fingerprint information	18
Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials	18
DepNet: An automated industrial intelligent system using deep learning for video‐based depression analysis	18
Intelligent optimization for charging scheduling of electric vehicle using exponential Harris Hawks technique	18
Opponent portrait for multiagent reinforcement learning in competitive environment	18
A methodology for building interval type‐3 fuzzy systems based on the principle of justifiable granularity	18
Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data	18
An MAGDM approach with q‐rung orthopair trapezoidal fuzzy information for waste disposal site selection problem	18
Privacy preservation for image data: A GAN‐based method	17
Dynamic coarse‐to‐fine ISAR image blind denoising using active joint prior learning	17
Multi‐choice best‐worst multi‐criteria decision‐making method and its applications	17
Exploiting cross‐session information for knowledge‐aware session‐based recommendation via graph attention networks	17
Multiround Transfer Learning and Modified Generative Adversarial Network for Lung Cancer Detection	17
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	17
License plate recognition using neural architecture search for edge devices	17
Network security situation assessment with network attack behavior classification	17
A scientific research topic trend prediction model based on multi‐LSTM and graph convolutional network	16
SARM: Service function chain active reconfiguration mechanism based on load and demand prediction	16
A novel fuzzy‐based structured framework for sustainable operation and environmental friendly production in coal‐fired power industry	16
DADCNet: Dual attention densely connected network for more accurate real iris region segmentation	16
Measuring total uncertainty in evidence theory	16
Two‐stage‐neighborhood‐based multilabel classification for incomplete data with missing labels	16
A novel divergence measure of mass function for conflict management	16
Group decision making with incomplete interval‐valued q‐rung orthopair fuzzy preference relations	16
Image splicing forgery detection by combining synthetic adversarial networks and hybrid dense U‐net based on multiple spaces	16
Prospect‐theory and geometric distance measure‐based Pythagorean cubic fuzzy multicriteria decision‐making	16
Fused Weighted Federated Deep Extreme Machine Learning Based on Intelligent Lung Cancer Disease Prediction Model for Healthcare 5.0	16
Intelligent agent and optimization‐based deep residual network to secure communication in UAV network	16
MIFNet: A lightweight multiscale information fusion network	16
Strategies on admissible total orders over typical hesitant fuzzy implications applied to decision making problems	16
Probabilistic linguistic q‐ rung orthopair fuzzy Generalized Dombi and Bonferroni mean operators for group decision‐making with unknown weights of experts	16
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	16
Why do we need q‐rung orthopair fuzzy sets? Some evidence established via mass assignment	16
Scalable feature selection using ReliefF aided by locality‐sensitive hashing	16
An IoT‐based human detection system for complex industrial environment with deep learning architectures and transfer learning	16
Multiobjective fuzzy vehicle routing using Twitter data: Reimagining the delivery of essential goods	15
Domain adaptation via incremental confidence samples into classification	15
A comprehensive analysis of blockchain and its applications in intelligent systems based on IoT, cloud and social media	15
A comprehensive survey on DDoS attacks on various intelligent systems and it's defense techniques	15
Revisiting the approximated weight extraction methods in fuzzy analytic hierarchy process	15
CNN‐ and GAN‐based classification of malicious code families: A code visualization approach	15
A New Hybrid Forecasting Model Based on Dual Series Decomposition with Long-Term Short-Term Memory	15
Learning to rank: An intelligent system for person reidentification	15
Multiobjective portfolio optimization using coherent fuzzy numbers in a credibilistic environment	15
SAN: Attention‐based social aggregation neural networks for recommendation system	15
Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method	15
New internal clustering validation measure for contiguous arbitrary‐shape clusters	15
Modeling microscopic and macroscopic information diffusion for rumor detection	15
Deep learning‐based robust medical image watermarking exploiting DCT and Harris hawks optimization	15
HMM‐TCN‐based health assessment and state prediction for robot mechanical axis	15
A fine‐grained and traceable multidomain secure data‐sharing model for intelligent terminals in edge‐cloud collaboration scenarios	15
Evaluating biological inspiration for biologically inspired design: An integrated DEMATEL‐MAIRCA based on fuzzy rough numbers	15
Toward a real‐time Smart Parking Data Management and Prediction (SPDMP) system by attributes representation learning	15
Adaptive complex network topology with fitness distance correlation framework for particle swarm optimization	15
Stock selection multicriteria decision‐making method based on elimination and choice translating reality I with Z‐numbers	15
HFENet: A lightweight hand‐crafted feature enhanced CNN for ceramic tile surface defect detection	14
CyberPulse++: A machine learning‐based security framework for detecting link flooding attacks in software defined networks	14
PR‐NET: Progressively‐refined neural network for image manipulation localization	14
Artificial Intelligence in the Military: An Overview of the Capabilities, Applications, and Challenges	14
Bin similarity‐based domain adaptation for fine‐grained image classification	14
Organic solar cells defects classification by using a new feature extraction algorithm and an EBNN with an innovative pruning algorithm	14
Ensemble feature selection for multi‐label text classification: An intelligent order statistics approach	14
Federated learning with stochastic quantization	14
A framework for designing cognitive trajectory controllers using genetically evolved interval type‐2 fuzzy cognitive maps	14
A fuzzy aspect‐based approach for recommending hospitals	14
STSIIML: Study on token shuffling under incomplete information based on machine learning	13
Average utility driven data analytics on damped windows for intelligent systems with data streams	13
Development of new operators for expert opinions aggregation: Average‐induced ordered weighted averaging operators	13
Graph Decipher: A transparent dual‐attention graph neural network to understand the message‐passing mechanism for the node classification	13
A Pythagorean fuzzy Petri net based security assessment model for civil aviation airport security inspection information system	13