International Journal of Intelligent Systems

Article	Citations
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network	301
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	288
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning	158
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains	105
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems	105
Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition	103
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	103
Towards blind detection of steganography in low‐bit‐rate speech streams	102
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System	100
Knowledge graph and behavior portrait of intelligent attack against path planning	87
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting	84
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators	83
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	76
An Improved Best‐Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models	74
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense	63
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching	60
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System	60
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	59
Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection	57
Deep Convolutional Neural Networks for Plant Disease Detection: A Mobile Application Approach (Agri Bot)	57
Learning to rank: An intelligent system for person reidentification	56
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates	55
A study on weighted aggregation operators for q‐ rung orthopair m‐ polar fuzzy set with utility to multistage decision analysis	54
JPEG steganalysis based on denoising network and attention module	54
The data flow risk monitoring system of the expressway networking system based on deep learning	54

An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization	54
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension	53
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle	52
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models	51
An intelligent proactive defense against the client‐side DNS cache poisoning attack via self‐checking deep reinforcement learning	50
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks	49
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting	42
Issue Information	41
Applications of computational intelligence‐based systems for societal enhancement	40
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network	39
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks	39
STSIIML: Study on token shuffling under incomplete information based on machine learning	38
Fast Subpixel Motion Estimation Based on Human Visual System	38
Asset pricing via deep graph learning to incorporate heterogeneous predictors	37
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation	36
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis	36
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities	36
Optimization of the vendor's inventory model with multisupplier and multiretailer using fuzzy parameters	34
Deep Dive Into Music Videos: Hierarchical Emotion Recognition With Rich Audio and Visual Features	34
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	33
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion	33
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks	33
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems	32
Progressive selection‐channel networks for image steganalysis	32
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease	32
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning	31
Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel‐Level Accuracy	31
A comprehensive study of Mozi botnet	31
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MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy	30
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning	30
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering	28
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data	28
Data stream classification with ant colony optimisation	28
Cover: International Journal of Intelligent Systems, Volume 37 Issue 5 May 2022	28
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization	28
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting	27
Issue Information	27
Issue Information	27
Personalized motion kernel learning for human pose estimation	26
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery	26
Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings	26
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV	26
VSLN: View‐aware sphere learning network for cross‐view vehicle re‐identification	25
Deep Reinforcement Learning‐Based Multireconfigurable Intelligent Surface for MEC Offloading	25
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	25
VF‐EFENet: A novel method for environmental sound filtering and feature extraction	25
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Active forgetting via influence estimation for neural networks	24
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis	24

Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition	24
Can you trust what you hear: Effects of audio‐attacks on voice‐to‐face generation system	24
Research on 3D medical image surface reconstruction based on data mining and machine learning	23
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes	23
Novel Aczel–Alsina operations‐based interval‐valued intuitionistic fuzzy aggregation operators and their applications in multiple attribute decision‐making process	23
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback	23
Predictive intelligence using ANFIS‐induced OWAWA for complex stock market prediction	23
An Automatic Privacy‐Aware Framework for Text Data in Online Social Network Based on a Multi‐Deep Learning Model	22
A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans	22
A fuzzy data augmentation technique to improve regularisation	22
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Semantic‐enhanced multimodal fusion network for fake news detection	22
Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art	22
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms	22
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones	22
Deep patch learning algorithms with high interpretability for regression problems	21
Towards robust and stealthy communication for wireless intelligent terminals	21
Pseudolabel‐guided multiview consensus graph learning for semisupervised classification	21
A Multi-Attention Feature Distillation Neural Network for Lightweight Single Image Super-Resolution	21
An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors	21
RMSDSC‐Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation	20
ICDF: Intrusion collaborative detection framework based on confidence	20
A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation	20
Interval‐valued Pythagorean fuzzy linguistic KPCA model based on TOPSIS and its application for emergency group decision making	20
The unreasonable effectiveness of machine learning in Moldavian versus Romanian dialect identification	20
An Edge‐Assisted Computing and Mask Attention Based Network for Lung Region Segmentation	19
Tripartite Evolutionary Game Analysis of a Logistics Service Supply Chain Cooperation Mechanism for Network Freight Platforms	19
A State‐of‐the‐Art Computer Vision Adopting Non‐Euclidean Deep‐Learning Models	19
Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction	19
Power Optimization for Mixed Polarity Reed–Muller Circuits Based on Multilevel Adaptive Memetic Algorithm	19
Enhancing Interpretability: A Hierarchical Belief Rule‐Based (HBRB) Method for Assessing Multimodal Social Media Credibility	19
PKDFIN: Prior Knowledge Distillation‐Based Face Image Inpainting Network for Missing Regions	18
Automatic Diagnosis of Different Types of Retinal Vein Occlusion Based on Fundus Images	18
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos	18
Collaborative Integration of Vehicle and Roadside Infrastructure Sensor for Temporal Dependency‐Aware Task Offloading in the Internet of Vehicles	18
Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification	18
Positivity and Stability of Caputo Fractional Order Gene Regulatory Networks: The System Comparison Method	18
TAE‐RWP: Traceable Adversarial Examples With Recoverable Warping Perturbation	18
Enhanced Financial Fraud Detection via SISAE‐METADES: A Supervised Deep Representation and Dynamic Ensemble Approach	17
Security of federated learning for cloud‐edge intelligence collaborative computing	17
Boosting cross‐task adversarial attack with random blur	17
Face hallucination using multisource references and cross‐scale dual residual fusion mechanism	17
Federated learning with stochastic quantization	17
Dragonfly Visual Attention–Merged Evolutionary Neural Network Solving Ultrahigh Dimensional Global Optimization Problems	17
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction	17
Robust flocking of multiple intelligent agents with multiple disturbances	17
Consistency Regularization Semisupervised Learning for PolSAR Image Classification	17
One‐class tensor machine with randomized projection for large‐scale anomaly detection in high‐dimensional and noisy data	17
Secure Marine Environment Communication: A Multiobject Authentication Protocol Based on Secret Sharing	17
GHOC: A generative model for hybrid‐order community detection	17
Optimizing IIoT Performance: Intelligent Selection of SDN Controllers through AHP Analysis	16
A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks	16
Intuitionistic fuzzy set of Γ‐submodules and its application in modeling spread of viral diseases, mutated COVID‐ n , via flights	16
A data‐driven adversarial examples recognition framework via adversarial feature genomes	16
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model	16
Defective and nondefective classif ication of fabric images using shallow and deep networks	16
Medical Image Fusion Using Unified Image Fusion Convolutional Neural Network	16
Viewing the network parameters and H‐factors from the perspective of geometry	16
A Data-Driven Method and Hybrid Deep Learning Model for Flood Risk Prediction	16
Interval‐Valued Probabilistic Dual Hesitant Fuzzy Muirhead Mean Aggregation Operators and Their Applications in Regenerative Energy Source Selection	15
Exponentially‐spider monkey optimization based allocation of resource in cloud	15
Decision‐making technique to achieve stratified target performance: Analyze science and technology innovation policy investment of South Korea	15
Improved generalized dissimilarity measure‐based VIKOR method for Pythagorean fuzzy sets	15
ℱ‐homogeneous functions and a generalization of directional monotonicity	15
Intelligent Sensing and Identification of Spectrum Anomalies With Alpha‐Stable Noise	15
Semisupervised Bacterial Heuristic Feature Selection Algorithm for High‐Dimensional Classification with Missing Labels	15
An efficient multikeyword fuzzy ciphertext retrieval scheme based on distributed transmission for Internet of Things	15
Real‐Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection	15
ISAC‐Assisted Defense Mechanisms for PUE Attacks in Cognitive Radio Networks	15
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem	15
Contrastive hashing with vision transformer for image retrieval	15
Enhancing Servo Performance of a Two‐Degree‐of‐Freedom Rotary Table Using Intelligent Control Optimized by SSA–GA	15
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption	14
Smart City Facility Location Recommendation Algorithm Using Multimedia Data and Improved Generative Adversarial Networks	14
Switched Observer‐Based Event‐Triggered Safety Control for Delayed Networked Control Systems Under Aperiodic Cyber attacks	14
Enhanced Multidimensional Nonlinear Correlation via Phase Reconstruction and Broad Learning for Distributed Fusion Detection of Weak Pulse Signals	14
Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements	14
SCA‐Net: Seasonal Cycle‐Aware Model Emphasizing Global and Local Features for Time Series Forecasting	14
IPCADP‐Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning	14
Self‐supervised graph learning for occasional group recommendation	14

Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach	14
Hierarchical feature aggregation network with semantic attention for counting large‐scale crowd	14
Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection	14
Multiscale Features Integrated Model for Generalizable Deepfake Detection	14
New distance measure for Fermatean fuzzy sets and its application	13
Exploiting cross‐session information for knowledge‐aware session‐based recommendation via graph attention networks	13
Diversifying agent's behaviors in interactive decision models	13
Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics	13
Multiobjective whale optimization algorithm‐based feature selection for intelligent systems	13
Pathological Image Segmentation Method Based on Multiscale and Dual Attention	13
A simple noniterative method to accurately calculate the centroid of an interval type‐2 fuzzy set	13
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization	12
Label distribution‐based noise correction for multiclass crowdsourcing	12
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV	12
Measuring and sampling: A metric‐guided subgraph learning framework for graph neural network	12
Distance measure on intuitionistic fuzzy sets and its application in decision‐making, pattern recognition, and clustering problems	12
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A Machine Learning‐Based Framework for Accurate and Early Diagnosis of Liver Diseases: A Comprehensive Study on Feature Selection, Data Imbalance, and Algorithmic Performance	12
Fixed‐Time Stable Gradient Flows for Optimal Adaptive Control of Continuous‐Time Nonlinear Systems	12
EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model	12
Extrinsic Calibration of Camera and LiDAR Systems With Three‐Dimensional Towered Checkerboards	12
Fine‐Grained Passenger Load Prediction inside Metro Network via Smart Card Data	12
A CNN‐Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework	12
Predicting Potential Risk: Cerebral Stroke via Regret Minimization	12
CCUBI: A cross‐chain based premium competition scheme with privacy preservation for usage‐based insurance	12
Inequality distance hyperplane multiclass support vector machines	12
PVT: Point‐voxel transformer for point cloud learning	12
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning	12
A Graph Neural Network‐Based Approach With Dynamic Multiqueue Optimization Scheduling (DMQOS) for Efficient Fault Tolerance and Load Balancing in Cloud Computing	12
RDAD: A reconstructive and discriminative anomaly detection model based on transformer	12
PR‐NET: Progressively‐refined neural network for image manipulation localization	11
A Target Damage Effectiveness Assessment Mathematical Calculation Method with Uncertain Information Based on an Adaptive Fuzzy Neural Network	11
Fuzzy fractional factors in fuzzy graphs	11
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks	11
An Improved A ∗ Algorithm Based on Simulated Annealing and Multidistance Heuristic Function	11
Adaptive Attention Module for Image Recognition Systems in Autonomous Driving	11
MIFNet: A lightweight multiscale information fusion network	11
Complex interval number‐based uncertainty modeling method with its application in decision fusion	11
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Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching	11
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	11
Issue Information	11
A multiturn complementary generative framework for conversational emotion recognition	11
A blind color image watermarking algorithm combined spatial domain and SVD	11
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning	11
A smart file‐level continuous data protection scheme based on security baseline	11
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review	11
Intelligent Route Planning Recommendation for Electric Bus Transport	10
DLLog: An Online Log Parsing Approach for Large-Scale System	10
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation	10
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis	10
A Fast Optimal Coordination Method for Multiagent in Complex Environment	10
A Question‐Aware Few‐Shot Text‐to‐SQL Neural Model for Industrial Databases	10
A Protecting‐Privacy Path Query Supporting Semantic‐Based Multikeyword Search Over Ciphertext Graph Data in Cloud Computing	10
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects	10
Intelligent agent and optimization‐based deep residual network to secure communication in UAV network	10
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem	10
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy	10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis	10
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network	10
Cryptocurrency Trend Prediction Through Hybrid Deep Transfer Learning	10
Observer‐Based Finite‐Time Sliding‐Mode Control of Robotic Manipulator with Flexible Joint Using Partial States	10
A two‐stage many‐objective evolutionary algorithm with dynamic generalized Pareto dominance	10
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DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment	10
Posture Risk Assessment and Workload Estimation for Material Handling by Computer Vision	10
Some Information Measures for Interval‐Valued Hesitant Fuzzy Sets in Multiple Criteria Decision‐Making	10
Toward Diagnosis of Diseases Using Emerging Technologies: A Comprehensive Survey of the State of the Art in Metaverse	10
A Maturity Model for Practical Explainability in Artificial Intelligence‐Based Applications: Integrating Analysis and Evaluation (MM4XAI‐AE) Models	10
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN	9
Intelligent Management Frameworks for Global Cooperation	9
Matching method based on similarity of working trajectories	9
Exploring Kolmogorov–Arnold Networks for Interpretable Time Series Classification	9
A group decision‐making algorithm considering interaction and feedback mechanisms for dynamic supplier selection under q‐ rung orthopair fuzzy information	9
The impact of mobility on physical layer security in 5G uRLLC	9
Adaptive momentum with discriminative weight for neural network stochastic optimization	9
Semi‐White‐Box Strategy: Enhancing Data Efficiency and Interpretability of Convolutional Neural Networks in Image Processing	9
E‐Speech: Development of a Dataset for Speech Emotion Recognition and Analysis	9
Semisupervised Medical Image Segmentation through Prototype-Based Mutual Consistency Learning	9
Multidomain Secure Communication and Intelligent Traffic Detection Model in VANETs	9
Issue Information	9
MalFSLDF: A Few‐Shot Learning‐Based Malware Family Detection Framework	9
Fused Weighted Federated Deep Extreme Machine Learning Based on Intelligent Lung Cancer Disease Prediction Model for Healthcare 5.0	9
An Improved Hybrid Tabu Search and Genetic Algorithm for Proactive Scheduling of Mixed‐Flow Assembly Line Under Degradation Effects	9
ViT‐AMD: A New Deep Learning Model for Age‐Related Macular Degeneration Diagnosis From Fundus Images	9
Beyond backpropagate through time: Efficient model‐based training through time‐splitting	9
News Classification and Categorization with Smart Function Sentiment Analysis	9
PF‐ITS: Intelligent traffic service recommendation based on DeepAFM model	9
Secure approximate pattern matching protocol via Boolean threshold private set intersection	9
MRSI: A multimodal proximity remote sensing data set for environment perception in rail transit	9
A Model‐Free Feature Selection Technique of Feature Screening and Random Forest‐Based Recursive Feature Elimination	8
The Attack and Defense Researches on the Dual‐Layer Network of Multivariable Anomaly Causes	8
Network security situation assessment with network attack behavior classification	8
A Basic Probability Assignment Generation Method Based on Normal Cloud Similarity and Its Application in Evidence Combination	8
Leveraging Pretrained Language Models for Enhanced Entity Matching: A Comprehensive Study of Fine-Tuning and Prompt Learning Paradigms	8