International Journal of Intelligent Systems

Article	Citations
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning	388
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems	139
Towards blind detection of steganography in low‐bit‐rate speech streams	107
An intelligent proactive defense against the client‐side DNS cache poisoning attack via self‐checking deep reinforcement learning	105
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension	100
Temporal Heterogeneous Network Representation Learning With Dynamic Influence Modeling	99
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks	97
Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection	93
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System	88
Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition	74
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching	74
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting	68
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models	66
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates	63
An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization	61
The data flow risk monitoring system of the expressway networking system based on deep learning	60
Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach	58
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense	57
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle	55
Meta‐Learning Analysis of Deep Neural Network Architectures on Diverse Numeric Datasets via Geometric Complexity Descriptors	54
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network	52
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators	47
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	46
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	46
Deep Convolutional Neural Networks for Plant Disease Detection: A Mobile Application Approach (Agri Bot)	45

An Improved Best‐Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models	44
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains	41
Dataset Construction and Real‐Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System	40
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	40
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System	36
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting	36
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	35
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	35
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation	35
Fast Subpixel Motion Estimation Based on Human Visual System	34
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems	34
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion	34
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks	33
Asset pricing via deep graph learning to incorporate heterogeneous predictors	33
STSIIML: Study on token shuffling under incomplete information based on machine learning	33
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease	32
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks	32
Optimization of the vendor's inventory model with multisupplier and multiretailer using fuzzy parameters	32
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis	31
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning	31
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network	30
Optimization Enabled Online Tiger‐Claw Fuzzy Region With Clustering Based Neovascularization Segmentation and Classification Using YOLO‐V5 From Retinal Fundus Images	30
Deep Dive Into Music Videos: Hierarchical Emotion Recognition With Rich Audio and Visual Features	30
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities	30
A Multiagent Deep Reinforcement Learning Scheme for Energy Use Optimization in UAV‐Enabled Wireless Networks With Reconfigurable Intelligent Surfaces	30
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Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel‐Level Accuracy	29
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning	28
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization	28
Issue Information	27
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes	27
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery	27
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	26
An Automatic Privacy‐Aware Framework for Text Data in Online Social Network Based on a Multi‐Deep Learning Model	26
Deep Reinforcement Learning‐Based Multireconfigurable Intelligent Surface for MEC Offloading	26
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones	26
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering	24
VF‐EFENet: A novel method for environmental sound filtering and feature extraction	24
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis	24
Active forgetting via influence estimation for neural networks	23
MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy	23
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms	22
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback	22
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV	22
A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans	21
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting	21
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data	21
Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition	21
Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings	21
Knowledge Distillation in Federated Learning: A Survey on Long Lasting Challenges and New Solutions	20

Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art	20
Semantic‐enhanced multimodal fusion network for fake news detection	20
Security of federated learning for cloud‐edge intelligence collaborative computing	19
An Edge‐Assisted Computing and Mask Attention Based Network for Lung Region Segmentation	19
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TAE‐RWP: Traceable Adversarial Examples With Recoverable Warping Perturbation	19
Secure Marine Environment Communication: A Multiobject Authentication Protocol Based on Secret Sharing	19
Hybrid Attention‐Based DeepLabV3+ Network for Semantic Segmentation of Land Cover on Remote‐Sensing Imagery	19
Power Optimization for Mixed Polarity Reed–Muller Circuits Based on Multilevel Adaptive Memetic Algorithm	19
A Multi-Attention Feature Distillation Neural Network for Lightweight Single Image Super-Resolution	19
Deep patch learning algorithms with high interpretability for regression problems	18
Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification	18
A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation	18
Enhanced Financial Fraud Detection via SISAE‐METADES: A Supervised Deep Representation and Dynamic Ensemble Approach	18
Pseudolabel‐guided multiview consensus graph learning for semisupervised classification	18
Towards robust and stealthy communication for wireless intelligent terminals	18
PKDFIN: Prior Knowledge Distillation‐Based Face Image Inpainting Network for Missing Regions	17
Consistency Regularization Semisupervised Learning for PolSAR Image Classification	17
An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors	17
Enhancing Interpretability: A Hierarchical Belief Rule‐Based (HBRB) Method for Assessing Multimodal Social Media Credibility	17
Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction	17
Positivity and Stability of Caputo Fractional Order Gene Regulatory Networks: The System Comparison Method	16
A Dual‐Encoding Dynamic Patent Quality Assessment Network With an Application to Green Technology Patents	16
Enabling Passive Gait Identification in Realistic and Uncontrolled Environments Using Deep Learning and Spatiotemporal Biometrics	16
Dragonfly Visual Attention–Merged Evolutionary Neural Network Solving Ultrahigh Dimensional Global Optimization Problems	16
RMSDSC‐Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation	16
A State‐of‐the‐Art Computer Vision Adopting Non‐Euclidean Deep‐Learning Models	16
Trustworthy Distributed Load Forecasting in Resource‐Limited Smart Grids and Buildings via Random Layer Aggregation	16
Automatic Diagnosis of Different Types of Retinal Vein Occlusion Based on Fundus Images	16
Collaborative Integration of Vehicle and Roadside Infrastructure Sensor for Temporal Dependency‐Aware Task Offloading in the Internet of Vehicles	16
Tripartite Evolutionary Game Analysis of a Logistics Service Supply Chain Cooperation Mechanism for Network Freight Platforms	16
Federated learning with stochastic quantization	16
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos	16
Boosting cross‐task adversarial attack with random blur	15
Contrastive hashing with vision transformer for image retrieval	15
A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks	15
GHOC: A generative model for hybrid‐order community detection	15
Face hallucination using multisource references and cross‐scale dual residual fusion mechanism	15
ISAC‐Assisted Defense Mechanisms for PUE Attacks in Cognitive Radio Networks	15
Optimizing IIoT Performance: Intelligent Selection of SDN Controllers through AHP Analysis	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	14
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem	14
Medical Image Fusion Using Unified Image Fusion Convolutional Neural Network	14
A Data-Driven Method and Hybrid Deep Learning Model for Flood Risk Prediction	14
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction	14
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model	14
Enhanced Pulmonary Nodule Detection via Two‐Stage 3D CNN With Multiscale Attention and Kolmogorov–Arnold Activation	14
Pathological Image Segmentation Method Based on Multiscale and Dual Attention	13
Hierarchical feature aggregation network with semantic attention for counting large‐scale crowd	13
Interval‐Valued Probabilistic Dual Hesitant Fuzzy Muirhead Mean Aggregation Operators and Their Applications in Regenerative Energy Source Selection	13
SCA‐Net: Seasonal Cycle‐Aware Model Emphasizing Global and Local Features for Time Series Forecasting	13
Self‐supervised graph learning for occasional group recommendation	13
Enhanced Multidimensional Nonlinear Correlation via Phase Reconstruction and Broad Learning for Distributed Fusion Detection of Weak Pulse Signals	13
Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection	13
IPCADP‐Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning	13
Enhancing Servo Performance of a Two‐Degree‐of‐Freedom Rotary Table Using Intelligent Control Optimized by SSA–GA	13
Multiobjective whale optimization algorithm‐based feature selection for intelligent systems	13
A simple noniterative method to accurately calculate the centroid of an interval type‐2 fuzzy set	13
Real‐Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection	13
Switched Observer‐Based Event‐Triggered Safety Control for Delayed Networked Control Systems Under Aperiodic Cyber attacks	13
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption	13
Fine‐Grained Passenger Load Prediction inside Metro Network via Smart Card Data	13
Smart City Facility Location Recommendation Algorithm Using Multimedia Data and Improved Generative Adversarial Networks	12
Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics	12
Predicting Potential Risk: Cerebral Stroke via Regret Minimization	12
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Diversifying agent's behaviors in interactive decision models	12
Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements	12
CCUBI: A cross‐chain based premium competition scheme with privacy preservation for usage‐based insurance	12
Multiscale Features Integrated Model for Generalizable Deepfake Detection	12
Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach	12
A Graph Neural Network‐Based Approach With Dynamic Multiqueue Optimization Scheduling (DMQOS) for Efficient Fault Tolerance and Load Balancing in Cloud Computing	12
Extrinsic Calibration of Camera and LiDAR Systems With Three‐Dimensional Towered Checkerboards	12
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization	11
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning	11
Enhancing Machine Learning Models for Mental Health Classification Through Iterative Training and Text‐Based Augmentation	11
Fixed‐Time Stable Gradient Flows for Optimal Adaptive Control of Continuous‐Time Nonlinear Systems	11
Adaptive Attention Module for Image Recognition Systems in Autonomous Driving	11
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV	11

EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model	11
Complex interval number‐based uncertainty modeling method with its application in decision fusion	11
A Target Damage Effectiveness Assessment Mathematical Calculation Method with Uncertain Information Based on an Adaptive Fuzzy Neural Network	11
RDAD: A reconstructive and discriminative anomaly detection model based on transformer	11
A CNN‐Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework	11
Issue Information	10
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review	10
	10
An Improved A  ∗ Algorithm Based on Simulated Annealing and Multidistance Heuristic Function	10
A Machine Learning‐Based Framework for Accurate and Early Diagnosis of Liver Diseases: A Comprehensive Study on Feature Selection, Data Imbalance, and Algorithmic Performance	10
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem	10
A smart file‐level continuous data protection scheme based on security baseline	10
A Unified Deep Learning Framework for Student Performance Prediction With Multimodal Data in a Blended Learning Environment	10
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning	10
PVT: Point‐voxel transformer for point cloud learning	10
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	10
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis	10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis	10
Consensus‐Driven Multicriteria Group Classification Decision‐Making Method: Dynamic Trust Interaction and Overlapping Communities’ Perspectives	9
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy	9
A Coarse‐to‐Fine 3D LiDAR Localization With Deep Local Features for Long‐Term Robot Navigation in Large Environments	9
Posture Risk Assessment and Workload Estimation for Material Handling by Computer Vision	9
A Fast Optimal Coordination Method for Multiagent in Complex Environment	9
The impact of mobility on physical layer security in 5G uRLLC	9
Smoke Detection Algorithm Based on Improved Feature Fusion	9
DLLog: An Online Log Parsing Approach for Large-Scale System	9
Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching	9
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks	9
PF‐ITS: Intelligent traffic service recommendation based on DeepAFM model	9
Intelligent Route Planning Recommendation for Electric Bus Transport	9
Some Information Measures for Interval‐Valued Hesitant Fuzzy Sets in Multiple Criteria Decision‐Making	9
Fuzzy fractional factors in fuzzy graphs	9
DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment	9
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation	9
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network	9
Explainable Optimized LSTM Model for Sustainable Wind Power Forecasting in Smart Cities	8
Fused Weighted Federated Deep Extreme Machine Learning Based on Intelligent Lung Cancer Disease Prediction Model for Healthcare 5.0	8
A Maturity Model for Practical Explainability in Artificial Intelligence‐Based Applications: Integrating Analysis and Evaluation (MM4XAI‐AE) Models	8
A methodology for building interval type‐3 fuzzy systems based on the principle of justifiable granularity	8
Issue Information	8
Meta‐Explainers: A Unified Ensemble Approach for Multifaceted XAI	8
A two‐stage many‐objective evolutionary algorithm with dynamic generalized Pareto dominance	8
Observer‐Based Finite‐Time Sliding‐Mode Control of Robotic Manipulator with Flexible Joint Using Partial States	8
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects	8
News Classification and Categorization with Smart Function Sentiment Analysis	8
An intelligent system for craniomaxillofacial defecting reconstruction	8
Secure approximate pattern matching protocol via Boolean threshold private set intersection	8
A Protecting‐Privacy Path Query Supporting Semantic‐Based Multikeyword Search Over Ciphertext Graph Data in Cloud Computing	8
Toward Diagnosis of Diseases Using Emerging Technologies: A Comprehensive Survey of the State of the Art in Metaverse	8
A Question‐Aware Few‐Shot Text‐to‐SQL Neural Model for Industrial Databases	8
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN	8
E‐Speech: Development of a Dataset for Speech Emotion Recognition and Analysis	8
Beyond backpropagate through time: Efficient model‐based training through time‐splitting	8
Matching method based on similarity of working trajectories	8
MalFSLDF: A Few‐Shot Learning‐Based Malware Family Detection Framework	8
Cryptocurrency Trend Prediction Through Hybrid Deep Transfer Learning	8