International Journal of Intelligent Systems

Article	Citations
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning	399
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems	145
Towards blind detection of steganography in low‐bit‐rate speech streams	108
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System	106
Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition	105
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching	105
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates	103
An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization	100
The data flow risk monitoring system of the expressway networking system based on deep learning	89
Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection	80
Meta‐Learning Analysis of Deep Neural Network Architectures on Diverse Numeric Datasets via Geometric Complexity Descriptors	76
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network	71
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	66
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	65
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	63
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	62
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System	60
Deep Convolutional Neural Networks for Plant Disease Detection: A Mobile Application Approach (Agri Bot)	58
Dataset Construction and Real‐Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System	56
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains	55
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	52
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense	51
EEGCo‐Diff: Manifold‐Guided Diffusion and an Oscillation‐Aware Classifier for Sample‐Efficient EEG Depression Detection	47
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators	46
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension	45

Temporal Heterogeneous Network Representation Learning With Dynamic Influence Modeling	44
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks	44
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models	43
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting	40
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle	39
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting	37
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities	37
An Improved Best‐Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models	37
Optimization Enabled Online Tiger‐Claw Fuzzy Region With Clustering Based Neovascularization Segmentation and Classification Using YOLO‐V5 From Retinal Fundus Images	37
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks	36
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis	36
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning	36
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	34
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks	34
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion	33
STSIIML: Study on token shuffling under incomplete information based on machine learning	33
Fast Subpixel Motion Estimation Based on Human Visual System	33
Asset pricing via deep graph learning to incorporate heterogeneous predictors	32
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease	32
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network	31
A Multiagent Deep Reinforcement Learning Scheme for Energy Use Optimization in UAV‐Enabled Wireless Networks With Reconfigurable Intelligent Surfaces	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
Optimization of the vendor's inventory model with multisupplier and multiretailer using fuzzy parameters	30
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization	29
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems	29
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning	29
Issue Information	28
MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy	28
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery	28
Knowledge Distillation in Federated Learning: A Survey on Long Lasting Challenges and New Solutions	27
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes	26
VF‐EFENet: A novel method for environmental sound filtering and feature extraction	26
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis	26
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture	25
Active forgetting via influence estimation for neural networks	25
Semantic‐enhanced multimodal fusion network for fake news detection	24
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting	24
Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings	24
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback	23
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV	23
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data	22
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones	22
Hybrid Attention‐Based DeepLabV3+ Network for Semantic Segmentation of Land Cover on Remote‐Sensing Imagery	22
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms	22
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	21
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering	21
Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition	21
A Novel QoS‐Aware Service Composition Method for Cloud‐Based Information Systems Based on a Hybrid Deep Learning–Based Algorithm	20

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

Adaptive Attention Module for Image Recognition Systems in Autonomous Driving	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
Enhancing Machine Learning Models for Mental Health Classification Through Iterative Training and Text‐Based Augmentation	10
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning	10
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation	10
A Unified Deep Learning Framework for Student Performance Prediction With Multimodal Data in a Blended Learning Environment	10
DLLog: An Online Log Parsing Approach for Large-Scale System	10
An Online Review‐Driven Multiattribute Decision‐Making Model Based on Rough‐Cloud‐Integrated Three‐Way Decisions	10
EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model	10
PVT: Point‐voxel transformer for point cloud learning	10
	10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis	10
Fuzzy fractional factors in fuzzy graphs	10
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV	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
Issue Information	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
A smart file‐level continuous data protection scheme based on security baseline	10
The impact of mobility on physical layer security in 5G uRLLC	9
DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment	9
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review	9
Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching	9
A Fast Optimal Coordination Method for Multiagent in Complex Environment	9
A Coarse‐to‐Fine 3D LiDAR Localization With Deep Local Features for Long‐Term Robot Navigation in Large Environments	9
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks	9
Consensus‐Driven Multicriteria Group Classification Decision‐Making Method: Dynamic Trust Interaction and Overlapping Communities’ Perspectives	9
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem	9
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation	9
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis	9
Posture Risk Assessment and Workload Estimation for Material Handling by Computer Vision	9
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy	9
Intelligent Route Planning Recommendation for Electric Bus Transport	8
A two‐stage many‐objective evolutionary algorithm with dynamic generalized Pareto dominance	8
A Question‐Aware Few‐Shot Text‐to‐SQL Neural Model for Industrial Databases	8
Meta‐Explainers: A Unified Ensemble Approach for Multifaceted XAI	8
A Neural Network‐Based Decision Framework Utilizing Large Language Models and Neutrosophic Sets for Sustainable Supplier Selection	8
Secure approximate pattern matching protocol via Boolean threshold private set intersection	8
A Maturity Model for Practical Explainability in Artificial Intelligence‐Based Applications: Integrating Analysis and Evaluation (MM4XAI‐AE) Models	8
Smoke Detection Algorithm Based on Improved Feature Fusion	8
Observer‐Based Finite‐Time Sliding‐Mode Control of Robotic Manipulator with Flexible Joint Using Partial States	8
Cryptocurrency Trend Prediction Through Hybrid Deep Transfer Learning	8
MalFSLDF: A Few‐Shot Learning‐Based Malware Family Detection Framework	8
REMW‐YOLO: A Balanced Dense Pedestrian Detection Model With Efficient Feature Extraction and Fusion	8
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network	8
Some Information Measures for Interval‐Valued Hesitant Fuzzy Sets in Multiple Criteria Decision‐Making	8
Toward Diagnosis of Diseases Using Emerging Technologies: A Comprehensive Survey of the State of the Art in Metaverse	8
A Protecting‐Privacy Path Query Supporting Semantic‐Based Multikeyword Search Over Ciphertext Graph Data in Cloud Computing	8
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN	8
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects	8
Fused Weighted Federated Deep Extreme Machine Learning Based on Intelligent Lung Cancer Disease Prediction Model for Healthcare 5.0	8