International Journal of Intelligent Systems

Article	Citations
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning	423
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems	175
Towards blind detection of steganography in low‐bit‐rate speech streams	119
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System	117
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching	115
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates	113
An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization	105
The data flow risk monitoring system of the expressway networking system based on deep learning	91
Meta‐Learning Analysis of Deep Neural Network Architectures on Diverse Numeric Datasets via Geometric Complexity Descriptors	86
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network	79
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	75
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	74
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	72
Temporal Heterogeneous Network Representation Learning With Dynamic Influence Modeling	70
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks	68
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models	61
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting	59
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	56
Deep Convolutional Neural Networks for Plant Disease Detection: A Mobile Application Approach (Agri Bot)	54
Dataset Construction and Real‐Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System	50
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains	49
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	49
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense	48
EEGCo‐Diff: Manifold‐Guided Diffusion and an Oscillation‐Aware Classifier for Sample‐Efficient EEG Depression Detection	47
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System	47

Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition	45
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle	43
An Improved Best‐Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models	42
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting	40
Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection	40
Multiscale Color‐R2D2 Features and Alignment‐Based Filtering for Reliable Copy–Move Forgery Detection	40
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension	39
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators	39
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities	37
Optimization Enabled Online Tiger‐Claw Fuzzy Region With Clustering Based Neovascularization Segmentation and Classification Using YOLO‐V5 From Retinal Fundus Images	37
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis	36
STSIIML: Study on token shuffling under incomplete information based on machine learning	36
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	36
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion	34
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning	33
A Multiagent Deep Reinforcement Learning Scheme for Energy Use Optimization in UAV‐Enabled Wireless Networks With Reconfigurable Intelligent Surfaces	33
Fast Subpixel Motion Estimation Based on Human Visual System	33
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems	33
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks	31
SimLite‐MAPE: A Lightweight and Efficient PPI Prediction Model With SimAM Attention and VQ‐VAE Architecture	31
Deep Dive Into Music Videos: Hierarchical Emotion Recognition With Rich Audio and Visual Features	31
Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel‐Level Accuracy	30
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network	30
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks	30
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization	29
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease	29
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning	29
Knowledge Distillation in Federated Learning: A Survey on Long Lasting Challenges and New Solutions	28
Issue Information	28
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones	28
MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy	28
Deep Reinforcement Learning‐Based Multireconfigurable Intelligent Surface for MEC Offloading	28
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data	27
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis	26
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting	25
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	25
Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings	24
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV	24
Hybrid Attention‐Based DeepLabV3+ Network for Semantic Segmentation of Land Cover on Remote‐Sensing Imagery	23
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback	23
A Three‐Stage Causal Root‐Cause Diagnostic Protocol for Nonstationary Industrial Time Series Data	23
A Novel QoS‐Aware Service Composition Method for Cloud‐Based Information Systems Based on a Hybrid Deep Learning–Based Algorithm	23
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes	22
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering	22
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
Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition	22
Active forgetting via influence estimation for neural networks	21
VF‐EFENet: A novel method for environmental sound filtering and feature extraction	21
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms	21

An Automatic Privacy‐Aware Framework for Text Data in Online Social Network Based on a Multi‐Deep Learning Model	20
A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans	20
Towards robust and stealthy communication for wireless intelligent terminals	20
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery	20
A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation	20
Secure Marine Environment Communication: A Multiobject Authentication Protocol Based on Secret Sharing	20
Power Optimization for Mixed Polarity Reed–Muller Circuits Based on Multilevel Adaptive Memetic Algorithm	20
An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors	19
Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction	19
Enhanced Financial Fraud Detection via SISAE‐METADES: A Supervised Deep Representation and Dynamic Ensemble Approach	19
PKDFIN: Prior Knowledge Distillation‐Based Face Image Inpainting Network for Missing Regions	19
RMSDSC‐Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation	19
Positivity and Stability of Caputo Fractional Order Gene Regulatory Networks: The System Comparison Method	19
Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification	19
Consistency Regularization Semisupervised Learning for PolSAR Image Classification	19
Enhancing Artificial Intelligence With ( p ,   q )‐Fractional Fuzzy Decision Model Using Aczel–Alsina Oper	18
Federated learning with stochastic quantization	18
A Dual‐Encoding Dynamic Patent Quality Assessment Network With an Application to Green Technology Patents	18
An Edge‐Assisted Computing and Mask Attention Based Network for Lung Region Segmentation	18
Dragonfly Visual Attention–Merged Evolutionary Neural Network Solving Ultrahigh Dimensional Global Optimization Problems	17
A Multi-Attention Feature Distillation Neural Network for Lightweight Single Image Super-Resolution	16
Leveraging Gaussian Attention for Adapter‐Based Fine‐Tuning of WavLM in Audio Deepfake Detection	16
Automatic Diagnosis of Different Types of Retinal Vein Occlusion Based on Fundus Images	16
A State‐of‐the‐Art Computer Vision Adopting Non‐Euclidean Deep‐Learning Models	16
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TAE‐RWP: Traceable Adversarial Examples With Recoverable Warping Perturbation	16
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos	16
Security of federated learning for cloud‐edge intelligence collaborative computing	16
Tripartite Evolutionary Game Analysis of a Logistics Service Supply Chain Cooperation Mechanism for Network Freight Platforms	16
Trustworthy Distributed Load Forecasting in Resource‐Limited Smart Grids and Buildings via Random Layer Aggregation	16
Collaborative Integration of Vehicle and Roadside Infrastructure Sensor for Temporal Dependency‐Aware Task Offloading in the Internet of Vehicles	16
Enabling Passive Gait Identification in Realistic and Uncontrolled Environments Using Deep Learning and Spatiotemporal Biometrics	16
Enhancing Interpretability: A Hierarchical Belief Rule‐Based (HBRB) Method for Assessing Multimodal Social Media Credibility	16
GHOC: A generative model for hybrid‐order community detection	15
A Data-Driven Method and Hybrid Deep Learning Model for Flood Risk Prediction	15
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction	15
Semisupervised Bacterial Heuristic Feature Selection Algorithm for High‐Dimensional Classification with Missing Labels	15
Optimizing IIoT Performance: Intelligent Selection of SDN Controllers through AHP Analysis	15
TeFN: Text‐Centered Fusion Network With Multilevel Attention for Multimodal Sentiment Analysis	15
Contrastive hashing with vision transformer for image retrieval	15
Face hallucination using multisource references and cross‐scale dual residual fusion mechanism	15
Enhanced Pulmonary Nodule Detection via Two‐Stage 3D CNN With Multiscale Attention and Kolmogorov–Arnold Activation	15
Intelligent Sensing and Identification of Spectrum Anomalies With Alpha‐Stable Noise	15
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model	15
Interval‐Valued Probabilistic Dual Hesitant Fuzzy Muirhead Mean Aggregation Operators and Their Applications in Regenerative Energy Source Selection	14
Medical Image Fusion Using Unified Image Fusion Convolutional Neural Network	14
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem	14
Adaptive Attention‐Enhanced Multiscale Vision Transformers for Real‐Time Leaf Disease Detection in Smart Agriculture	14
Dynamic Time‐Varying W‐Shaped and M‐Shaped Transfer Function Based Feature Selection Method for Large‐Scale Sparse Data	14
A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks	14
ISAC‐Assisted Defense Mechanisms for PUE Attacks in Cognitive Radio Networks	14
Enhanced Multidimensional Nonlinear Correlation via Phase Reconstruction and Broad Learning for Distributed Fusion Detection of Weak Pulse Signals	13
SCA‐Net: Seasonal Cycle‐Aware Model Emphasizing Global and Local Features for Time Series Forecasting	13
Diversifying agent's behaviors in interactive decision models	13
Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection	13
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption	13
Pathological Image Segmentation Method Based on Multiscale and Dual Attention	13
Enhancing Servo Performance of a Two‐Degree‐of‐Freedom Rotary Table Using Intelligent Control Optimized by SSA–GA	13
A simple noniterative method to accurately calculate the centroid of an interval type‐2 fuzzy set	13
Self‐supervised graph learning for occasional group recommendation	13
Smart City Facility Location Recommendation Algorithm Using Multimedia Data and Improved Generative Adversarial Networks	13
Fine‐Grained Passenger Load Prediction inside Metro Network via Smart Card Data	13
Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics	13
Real‐Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection	13
Multiobjective whale optimization algorithm‐based feature selection for intelligent systems	12
Hierarchical feature aggregation network with semantic attention for counting large‐scale crowd	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
Switched Observer‐Based Event‐Triggered Safety Control for Delayed Networked Control Systems Under Aperiodic Cyber attacks	12
Chaotic Archerfish Optimizer–Enhanced Double‐Attention Dense BiGRU for Video‐Based Facial Expression Recognition	12
Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach	12
Multiscale Features Integrated Model for Generalizable Deepfake Detection	12
IPCADP‐Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning	12
SpamLLM: Leveraging Large Language Models for Robust Spam Email Classification	12
Predicting Potential Risk: Cerebral Stroke via Regret Minimization	12
A Graph Neural Network‐Based Approach With Dynamic Multiqueue Optimization Scheduling (DMQOS) for Efficient Fault Tolerance and Load Balancing in Cloud Computing	11
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization	11
Complex interval number‐based uncertainty modeling method with its application in decision fusion	11
Fixed‐Time Stable Gradient Flows for Optimal Adaptive Control of Continuous‐Time Nonlinear Systems	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
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV	11
An Online Review‐Driven Multiattribute Decision‐Making Model Based on Rough‐Cloud‐Integrated Three‐Way Decisions	11
EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model	10
Extrinsic Calibration of Camera and LiDAR Systems With Three‐Dimensional Towered Checkerboards	10
A smart file‐level continuous data protection scheme based on security baseline	10
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Issue Information	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
PVT: Point‐voxel transformer for point cloud learning	10
A Target Damage Effectiveness Assessment Mathematical Calculation Method with Uncertain Information Based on an Adaptive Fuzzy Neural Network	10
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem	10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis	10
Enhancing Machine Learning Models for Mental Health Classification Through Iterative Training and Text‐Based Augmentation	10
Adaptive Attention Module for Image Recognition Systems in Autonomous Driving	10
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	10
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning	10
An Improved A  ∗ Algorithm Based on Simulated Annealing and Multidistance Heuristic Function	10
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning	10
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
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks	9
A Unified Deep Learning Framework for Student Performance Prediction With Multimodal Data in a Blended Learning Environment	9
Intelligent Route Planning Recommendation for Electric Bus Transport	9
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network	9
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis	9
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation	9
DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment	9
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy	9
Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching	9
Fuzzy fractional factors in fuzzy graphs	9
Consensus‐Driven Multicriteria Group Classification Decision‐Making Method: Dynamic Trust Interaction and Overlapping Communities’ Perspectives	9
DLLog: An Online Log Parsing Approach for Large-Scale System	9
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review	9
A Fast Optimal Coordination Method for Multiagent in Complex Environment	9