International Journal of Intelligent Systems

Article	Citations
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network	322
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning	311
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems	168
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains	108
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	106
Towards blind detection of steganography in low‐bit‐rate speech streams	103
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System	95
An intelligent proactive defense against the client‐side DNS cache poisoning attack via self‐checking deep reinforcement learning	88
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks	79
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System	74
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching	72
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	70
Learning to rank: An intelligent system for person reidentification	66
Knowledge graph and behavior portrait of intelligent attack against path planning	61
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates	60
The data flow risk monitoring system of the expressway networking system based on deep learning	59
An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization	59
A study on weighted aggregation operators for q‐ rung orthopair m‐ polar fuzzy set with utility to multistage decision analysis	59
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models	58
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	58
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators	54
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle	53
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension	51
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense	51
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	45

Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection	44
An Improved Best‐Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models	41
Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition	41
Deep Convolutional Neural Networks for Plant Disease Detection: A Mobile Application Approach (Agri Bot)	40
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting	38
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting	38
Issue Information	37
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks	34
Applications of computational intelligence‐based systems for societal enhancement	34
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis	33
STSIIML: Study on token shuffling under incomplete information based on machine learning	33
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities	33
Fast Subpixel Motion Estimation Based on Human Visual System	33
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning	32
Deep Dive Into Music Videos: Hierarchical Emotion Recognition With Rich Audio and Visual Features	32
Optimization of the vendor's inventory model with multisupplier and multiretailer using fuzzy parameters	31
Optimization Enabled Online Tiger‐Claw Fuzzy Region With Clustering Based Neovascularization Segmentation and Classification Using YOLO‐V5 From Retinal Fundus Images	31
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks	31
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion	31
A comprehensive study of Mozi botnet	30
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation	30
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	29
Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel‐Level Accuracy	29
Progressive selection‐channel networks for image steganalysis	29
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems	28
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Asset pricing via deep graph learning to incorporate heterogeneous predictors	28
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease	28
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network	28
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization	27
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering	27
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning	27
Issue Information	25
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery	25
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting	25
Cover: International Journal of Intelligent Systems, Volume 37 Issue 5 May 2022	25
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes	24
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones	24
Active forgetting via influence estimation for neural networks	24
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis	23
VF‐EFENet: A novel method for environmental sound filtering and feature extraction	23
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV	23
VSLN: View‐aware sphere learning network for cross‐view vehicle re‐identification	22
Knowledge Distillation in Federated Learning: A Survey on Long Lasting Challenges and New Solutions	22
Personalized motion kernel learning for human pose estimation	22
Data stream classification with ant colony optimisation	22
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data	22
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback	22
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms	22
A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans	22

Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings	22
Can you trust what you hear: Effects of audio‐attacks on voice‐to‐face generation system	21
Deep Reinforcement Learning‐Based Multireconfigurable Intelligent Surface for MEC Offloading	21
An Automatic Privacy‐Aware Framework for Text Data in Online Social Network Based on a Multi‐Deep Learning Model	21
Semantic‐enhanced multimodal fusion network for fake news detection	20
Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition	20
MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy	19
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	19
A Multi-Attention Feature Distillation Neural Network for Lightweight Single Image Super-Resolution	19
Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art	19
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Automatic Diagnosis of Different Types of Retinal Vein Occlusion Based on Fundus Images	18
Interval‐valued Pythagorean fuzzy linguistic KPCA model based on TOPSIS and its application for emergency group decision making	18
Towards robust and stealthy communication for wireless intelligent terminals	18
RMSDSC‐Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation	18
Secure Marine Environment Communication: A Multiobject Authentication Protocol Based on Secret Sharing	18
ICDF: Intrusion collaborative detection framework based on confidence	18
Deep patch learning algorithms with high interpretability for regression problems	18
Federated learning with stochastic quantization	17
Tripartite Evolutionary Game Analysis of a Logistics Service Supply Chain Cooperation Mechanism for Network Freight Platforms	17
TAE‐RWP: Traceable Adversarial Examples With Recoverable Warping Perturbation	17
Dragonfly Visual Attention–Merged Evolutionary Neural Network Solving Ultrahigh Dimensional Global Optimization Problems	17
PKDFIN: Prior Knowledge Distillation‐Based Face Image Inpainting Network for Missing Regions	17
Enhanced Financial Fraud Detection via SISAE‐METADES: A Supervised Deep Representation and Dynamic Ensemble Approach	17
Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction	17
Power Optimization for Mixed Polarity Reed–Muller Circuits Based on Multilevel Adaptive Memetic Algorithm	17
Boosting cross‐task adversarial attack with random blur	17
An Edge‐Assisted Computing and Mask Attention Based Network for Lung Region Segmentation	17
Enhancing Interpretability: A Hierarchical Belief Rule‐Based (HBRB) Method for Assessing Multimodal Social Media Credibility	17
Pseudolabel‐guided multiview consensus graph learning for semisupervised classification	17
Consistency Regularization Semisupervised Learning for PolSAR Image Classification	16
A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation	16
Security of federated learning for cloud‐edge intelligence collaborative computing	16
An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors	16
Positivity and Stability of Caputo Fractional Order Gene Regulatory Networks: The System Comparison Method	16
A State‐of‐the‐Art Computer Vision Adopting Non‐Euclidean Deep‐Learning Models	16
Collaborative Integration of Vehicle and Roadside Infrastructure Sensor for Temporal Dependency‐Aware Task Offloading in the Internet of Vehicles	16
Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification	16
Robust flocking of multiple intelligent agents with multiple disturbances	16
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos	16
A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks	15
A Data-Driven Method and Hybrid Deep Learning Model for Flood Risk Prediction	15
Face hallucination using multisource references and cross‐scale dual residual fusion mechanism	15
Viewing the network parameters and H‐factors from the perspective of geometry	15
GHOC: A generative model for hybrid‐order community detection	15
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction	14
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem	14
Contrastive hashing with vision transformer for image retrieval	14
Intelligent Sensing and Identification of Spectrum Anomalies With Alpha‐Stable Noise	14
Semisupervised Bacterial Heuristic Feature Selection Algorithm for High‐Dimensional Classification with Missing Labels	14
Optimizing IIoT Performance: Intelligent Selection of SDN Controllers through AHP Analysis	14
Medical Image Fusion Using Unified Image Fusion Convolutional Neural Network	14
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model	14
Interval‐Valued Probabilistic Dual Hesitant Fuzzy Muirhead Mean Aggregation Operators and Their Applications in Regenerative Energy Source Selection	14
ℱ‐homogeneous functions and a generalization of directional monotonicity	14
Real‐Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection	14
A data‐driven adversarial examples recognition framework via adversarial feature genomes	14
ISAC‐Assisted Defense Mechanisms for PUE Attacks in Cognitive Radio Networks	14
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption	13
Hierarchical feature aggregation network with semantic attention for counting large‐scale crowd	13
Enhanced Multidimensional Nonlinear Correlation via Phase Reconstruction and Broad Learning for Distributed Fusion Detection of Weak Pulse Signals	13
Enhancing Servo Performance of a Two‐Degree‐of‐Freedom Rotary Table Using Intelligent Control Optimized by SSA–GA	13
Smart City Facility Location Recommendation Algorithm Using Multimedia Data and Improved Generative Adversarial Networks	13
Multiscale Features Integrated Model for Generalizable Deepfake Detection	13
Switched Observer‐Based Event‐Triggered Safety Control for Delayed Networked Control Systems Under Aperiodic Cyber attacks	13
An efficient multikeyword fuzzy ciphertext retrieval scheme based on distributed transmission for Internet of Things	13
SCA‐Net: Seasonal Cycle‐Aware Model Emphasizing Global and Local Features for Time Series Forecasting	13
IPCADP‐Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning	13
Multiobjective whale optimization algorithm‐based feature selection for intelligent systems	12
Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics	12
Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements	12
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CCUBI: A cross‐chain based premium competition scheme with privacy preservation for usage‐based insurance	12
Self‐supervised graph learning for occasional group recommendation	12
Fine‐Grained Passenger Load Prediction inside Metro Network via Smart Card Data	12
Exploiting cross‐session information for knowledge‐aware session‐based recommendation via graph attention networks	12
Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach	12
Label distribution‐based noise correction for multiclass crowdsourcing	12
Measuring and sampling: A metric‐guided subgraph learning framework for graph neural network	12
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV	12

Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection	12
Diversifying agent's behaviors in interactive decision models	12
A simple noniterative method to accurately calculate the centroid of an interval type‐2 fuzzy set	12
Pathological Image Segmentation Method Based on Multiscale and Dual Attention	12
Predicting Potential Risk: Cerebral Stroke via Regret Minimization	12
Extrinsic Calibration of Camera and LiDAR Systems With Three‐Dimensional Towered Checkerboards	12
A Graph Neural Network‐Based Approach With Dynamic Multiqueue Optimization Scheduling (DMQOS) for Efficient Fault Tolerance and Load Balancing in Cloud Computing	11
Complex interval number‐based uncertainty modeling method with its application in decision fusion	11
PR‐NET: Progressively‐refined neural network for image manipulation localization	11
EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model	11
A Machine Learning‐Based Framework for Accurate and Early Diagnosis of Liver Diseases: A Comprehensive Study on Feature Selection, Data Imbalance, and Algorithmic Performance	11
Issue Information	11
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Adaptive Attention Module for Image Recognition Systems in Autonomous Driving	11
Fixed‐Time Stable Gradient Flows for Optimal Adaptive Control of Continuous‐Time Nonlinear Systems	11
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning	11
A Target Damage Effectiveness Assessment Mathematical Calculation Method with Uncertain Information Based on an Adaptive Fuzzy Neural Network	11
A Unified Deep Learning Framework for Student Performance Prediction With Multimodal Data in a Blended Learning Environment	11
A smart file‐level continuous data protection scheme based on security baseline	11
RDAD: A reconstructive and discriminative anomaly detection model based on transformer	11
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization	11
A CNN‐Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework	11
PVT: Point‐voxel transformer for point cloud learning	11
Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching	11
A multiturn complementary generative framework for conversational emotion recognition	11
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review	10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis	10
An Improved A ∗ Algorithm Based on Simulated Annealing and Multidistance Heuristic Function	10
DLLog: An Online Log Parsing Approach for Large-Scale System	10
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	10
Toward Diagnosis of Diseases Using Emerging Technologies: A Comprehensive Survey of the State of the Art in Metaverse	10
Adaptive momentum with discriminative weight for neural network stochastic optimization	10
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation	10
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem	10
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis	10
Intelligent agent and optimization‐based deep residual network to secure communication in UAV network	10
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MalFSLDF: A Few‐Shot Learning‐Based Malware Family Detection Framework	10
A two‐stage many‐objective evolutionary algorithm with dynamic generalized Pareto dominance	10
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy	10
DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment	10
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning	10
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks	10
Posture Risk Assessment and Workload Estimation for Material Handling by Computer Vision	10
Fuzzy fractional factors in fuzzy graphs	10
A Fast Optimal Coordination Method for Multiagent in Complex Environment	10
Some Information Measures for Interval‐Valued Hesitant Fuzzy Sets in Multiple Criteria Decision‐Making	9
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network	9
The impact of mobility on physical layer security in 5G uRLLC	9
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects	9
Multidomain Secure Communication and Intelligent Traffic Detection Model in VANETs	9
Observer‐Based Finite‐Time Sliding‐Mode Control of Robotic Manipulator with Flexible Joint Using Partial States	9
Meta‐Explainers: A Unified Ensemble Approach for Multifaceted XAI	9
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN	9
A Question‐Aware Few‐Shot Text‐to‐SQL Neural Model for Industrial Databases	9
Intelligent Route Planning Recommendation for Electric Bus Transport	9
Issue Information	9
A group decision‐making algorithm considering interaction and feedback mechanisms for dynamic supplier selection under q‐ rung orthopair fuzzy information	9
Cryptocurrency Trend Prediction Through Hybrid Deep Transfer Learning	9
A Maturity Model for Practical Explainability in Artificial Intelligence‐Based Applications: Integrating Analysis and Evaluation (MM4XAI‐AE) Models	9
A Protecting‐Privacy Path Query Supporting Semantic‐Based Multikeyword Search Over Ciphertext Graph Data in Cloud Computing	9
Secure approximate pattern matching protocol via Boolean threshold private set intersection	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
PF‐ITS: Intelligent traffic service recommendation based on DeepAFM model	9
Object representation enhancement for self‐supervised colocalization	8
An intelligent system for craniomaxillofacial defecting reconstruction	8
Semisupervised Medical Image Segmentation through Prototype-Based Mutual Consistency Learning	8
Semi‐White‐Box Strategy: Enhancing Data Efficiency and Interpretability of Convolutional Neural Networks in Image Processing	8
Improving the Landslide Susceptibility Prediction Accuracy by Using Genetic Algorithm Optimized Machine Learning Approach	8
A Basic Probability Assignment Generation Method Based on Normal Cloud Similarity and Its Application in Evidence Combination	8
A data variability index: Quantifying complexity of models and analyzing adversarial data	8
A methodology for building interval type‐3 fuzzy systems based on the principle of justifiable granularity	8
Adaptive‐Neuro‐Learning Tracking Control for the Permanent Magnet Synchronous Motor with Full‐State Prescribed Performances and Time Delays	8
An Enhanced Approach for Predicting Breast Cancer Using Different Deep Learning Algorithms and Explainable AI Techniques in an IoT Environment	8
Matching method based on similarity of working trajectories	8
Tasks‐Embedded Reparameterization: A Novel Framework for Task‐Specific Transfer Enhancement With Multitask Prompt Learning	8
Exploring Kolmogorov–Arnold Networks for Interpretable Time Series Classification	8
Decentralized Identity Management in Cloud Computing: A Blockchain‐Based Solution With Automatic Provisioning Techniques	8
ViT‐AMD: A New Deep Learning Model for Age‐Related Macular Degeneration Diagnosis From Fundus Images	8
Intelligent Management Frameworks for Global Cooperation	8
Wildfire Smoke Detection System: Model Architecture, Training Mechanism, and Dataset	8
News Classification and Categorization with Smart Function Sentiment Analysis	8
Beyond backpropagate through time: Efficient model‐based training through time‐splitting	8
Two new similarity measures for intuitionistic fuzzy sets and its various applications	8
E‐Speech: Development of a Dataset for Speech Emotion Recognition and Analysis	8
Leveraging Pretrained Language Models for Enhanced Entity Matching: A Comprehensive Study of Fine-Tuning and Prompt Learning Paradigms	8
Glaucoma detection using hybrid architecture based on optimal deep neuro fuzzy network	8
Intelligent federated learning on lattice‐based efficient heterogeneous signcryption	8
HFENet: A lightweight hand‐crafted feature enhanced CNN for ceramic tile surface defect detection	7
Anime Audio Retrieval Based on Audio Separation and Feature Recognition	7
Contrastive distortion‐level learning‐based no‐reference image‐quality assessment	7
Issue Information	7
Physics-Informed Neural Networks for Solving High-Index Differential-Algebraic Equation Systems Based on Radau Methods	7
Machine Learning Meets Encrypted Search: The Impact and Efficiency of OMKSA in Data Security	7