International Journal of Intelligent Systems

Papers
(The median citation count of International Journal of Intelligent Systems is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)
ArticleCitations
Cooperative Game of Energy‐Constrained Agents in Wireless Communication Systems through Reinforcement Learning388
A Fusion‐Based Dense Crowd Counting Method for Multi‐Imaging Systems139
Towards blind detection of steganography in low‐bit‐rate speech streams107
An intelligent proactive defense against the client‐side DNS cache poisoning attack via self‐checking deep reinforcement learning105
Beyond Words: An Intelligent Human‐Machine Dialogue System with Multimodal Generation and Emotional Comprehension100
Temporal Heterogeneous Network Representation Learning With Dynamic Influence Modeling99
Securing Data Privacy in NIDS: Black‐Box Adversarial Attacks97
Exploring the Effect of Image Enhancement Techniques with Deep Neural Networks on Direct Urinary System X‐Ray (DUSX) Images for Automated Kidney Stone Detection93
A Factor Marginal Effect Analysis Approach and Its Application in E‐Commerce Search System88
Decision Fusion and Micro‐Doppler Effects in Moving Sonar Target Recognition74
BamnetTL: Bidirectional Attention Memory Network with Transfer Learning for Question Answering Matching74
A Resilience Recovery Method for Complex Traffic Network Security Based on Trend Forecasting68
Nerve Segmentation of Ultrasound Images Bayesian U‐Net Models66
Localization of epileptogenic foci by automatic detection of high‐frequency oscillations based on waveform feature templates63
An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization61
The data flow risk monitoring system of the expressway networking system based on deep learning60
Advancing Loan Approval Prediction With SHAP‐Guided Feature Selection and LIME‐Based Model Interpretability in a Multiclassifier Context Through a Web‐Based Application Development Approach58
Modeling and Analysis of the Fuzzy‐Fractional Chaotic Financial System Using the Extended He–Mohand Algorithm in a Fuzzy‐Caputo Sense57
Federated learning‐based trajectory prediction model with privacy preserving for intelligent vehicle55
Meta‐Learning Analysis of Deep Neural Network Architectures on Diverse Numeric Datasets via Geometric Complexity Descriptors54
FLDATN: Black‐Box Attack for Face Liveness Detection Based on Adversarial Transformation Network52
A Review on Reinforcement Learning for Motion Planning of Robotic Manipulators47
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks46
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System46
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 Models44
Violent Text Detection Model With Knowledge Distillation in Sensitive Domains41
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning40
Dataset Construction and Real‐Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System40
Mind to Music: An EEG Signal‐Driven Real‐Time Emotional Music Generation System36
Enhancing Pharmacy Warehouse Management With Faster R‐CNN for Accurate and Reliable Pharmaceutical Product Identification and Counting36
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning35
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation35
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey35
Modified Finite Time Sliding Mode Controller for Automatic Voltage Regulation under Fast‐Changing Atmospheric Conditions in Grid‐Connected Solar Energy Systems34
Two‐Stage Focus Measurement Network with Joint Boundary Refinement for Multifocus Image Fusion34
Fast Subpixel Motion Estimation Based on Human Visual System34
Asset pricing via deep graph learning to incorporate heterogeneous predictors33
STSIIML: Study on token shuffling under incomplete information based on machine learning33
Ex 2 : Monte Carlo Tree Search‐based test inputs prioritization for fuzzing deep neural networks33
A Novel Clustering‐Forecast Method With Nonlinear Logo Information Filtering Networks32
Optimization of the vendor's inventory model with multisupplier and multiretailer using fuzzy parameters32
A Triplet Multimodel Transfer Learning Network for Speech Disorder Screening of Parkinson’s Disease32
Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning31
Spearman and Jaccard‐Based Convolutional Deep Neural Learning for Early Parkinson’s Diagnosis31
Deep Dive Into Music Videos: Hierarchical Emotion Recognition With Rich Audio and Visual Features30
Locality Sensitive Hashing‐Based Deepfake Image Recognition for Athletic Celebrities30
A Multiagent Deep Reinforcement Learning Scheme for Energy Use Optimization in UAV‐Enabled Wireless Networks With Reconfigurable Intelligent Surfaces30
An Efficient Anomaly Detection Method for Industrial Control Systems: Deep Convolutional Autoencoding Transformer Network30
Optimization Enabled Online Tiger‐Claw Fuzzy Region With Clustering Based Neovascularization Segmentation and Classification Using YOLO‐V5 From Retinal Fundus Images30
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Enhanced Precision in Dam Crack Width Measurement: Leveraging Advanced Lightweight Network Identification for Pixel‐Level Accuracy29
Augmenting Feature Representation with Gradient Penalty for Robust Text Categorization28
Workload‐Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning28
Issue Information27
Hyperparameter Optimization of the Machine Learning Model for Distillation Processes27
An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery27
Deep Reinforcement Learning‐Based Multireconfigurable Intelligent Surface for MEC Offloading26
Neural Networks With Linear Adaptive Batch Normalization and Swarm Intelligence Calibration for Real‐Time Gaze Estimation on Smartphones26
CA‐Unet++: An improved structure for medical CT scanning based on the Unet++ Architecture26
An Automatic Privacy‐Aware Framework for Text Data in Online Social Network Based on a Multi‐Deep Learning Model26
VF‐EFENet: A novel method for environmental sound filtering and feature extraction24
Kernel Probabilistic Dependent-Independent Canonical Correlation Analysis24
An Innovative Application of Swarm‐Based Algorithms for Peer Clustering24
Active forgetting via influence estimation for neural networks23
MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy23
Reasoning‐Guided LLM Translation Optimization: A Framework Using Multidimensional Postediting Feedback22
A Blockchain‐Based Certificateless Anonymous Cross‐Domain Authentication Scheme for IoV22
Dual‐View Deep Learning Model for Accurate Breast Cancer Detection in Mammograms22
Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data21
Semisupervised Deep Features of Time‐Frequency Maps for Multimodal Emotion Recognition21
Regularizing Softmax With Graph Similarity for Enhanced Node Classification in Semisupervised Settings21
A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans21
Locally Grouped and Scale‐Guided Attention for Dense Pest Counting21
Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art20
Semantic‐enhanced multimodal fusion network for fake news detection20
Knowledge Distillation in Federated Learning: A Survey on Long Lasting Challenges and New Solutions20
TAE‐RWP: Traceable Adversarial Examples With Recoverable Warping Perturbation19
Secure Marine Environment Communication: A Multiobject Authentication Protocol Based on Secret Sharing19
Hybrid Attention‐Based DeepLabV3+ Network for Semantic Segmentation of Land Cover on Remote‐Sensing Imagery19
Power Optimization for Mixed Polarity Reed–Muller Circuits Based on Multilevel Adaptive Memetic Algorithm19
A Multi-Attention Feature Distillation Neural Network for Lightweight Single Image Super-Resolution19
Security of federated learning for cloud‐edge intelligence collaborative computing19
An Edge‐Assisted Computing and Mask Attention Based Network for Lung Region Segmentation19
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Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification18
Pseudolabel‐guided multiview consensus graph learning for semisupervised classification18
Enhanced Financial Fraud Detection via SISAE‐METADES: A Supervised Deep Representation and Dynamic Ensemble Approach18
Deep patch learning algorithms with high interpretability for regression problems18
Towards robust and stealthy communication for wireless intelligent terminals18
A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation18
Enhancing Interpretability: A Hierarchical Belief Rule‐Based (HBRB) Method for Assessing Multimodal Social Media Credibility17
Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction17
PKDFIN: Prior Knowledge Distillation‐Based Face Image Inpainting Network for Missing Regions17
Consistency Regularization Semisupervised Learning for PolSAR Image Classification17
An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors17
RMSDSC‐Net: A robust multiscale feature extraction with depthwise separable convolution network for optic disc and cup segmentation16
A State‐of‐the‐Art Computer Vision Adopting Non‐Euclidean Deep‐Learning Models16
Trustworthy Distributed Load Forecasting in Resource‐Limited Smart Grids and Buildings via Random Layer Aggregation16
Automatic Diagnosis of Different Types of Retinal Vein Occlusion Based on Fundus Images16
Collaborative Integration of Vehicle and Roadside Infrastructure Sensor for Temporal Dependency‐Aware Task Offloading in the Internet of Vehicles16
Tripartite Evolutionary Game Analysis of a Logistics Service Supply Chain Cooperation Mechanism for Network Freight Platforms16
Federated learning with stochastic quantization16
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos16
Positivity and Stability of Caputo Fractional Order Gene Regulatory Networks: The System Comparison Method16
A Dual‐Encoding Dynamic Patent Quality Assessment Network With an Application to Green Technology Patents16
Enabling Passive Gait Identification in Realistic and Uncontrolled Environments Using Deep Learning and Spatiotemporal Biometrics16
Dragonfly Visual Attention–Merged Evolutionary Neural Network Solving Ultrahigh Dimensional Global Optimization Problems16
ISAC‐Assisted Defense Mechanisms for PUE Attacks in Cognitive Radio Networks15
Optimizing IIoT Performance: Intelligent Selection of SDN Controllers through AHP Analysis15
Intelligent Sensing and Identification of Spectrum Anomalies With Alpha‐Stable Noise15
Boosting cross‐task adversarial attack with random blur15
Contrastive hashing with vision transformer for image retrieval15
A Hybrid Deep Learning Model for E‐Commerce Recommendations: Sentiment Analysis With Autoencoders and Generative Adversarial Networks15
GHOC: A generative model for hybrid‐order community detection15
Face hallucination using multisource references and cross‐scale dual residual fusion mechanism15
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction14
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model14
Enhanced Pulmonary Nodule Detection via Two‐Stage 3D CNN With Multiscale Attention and Kolmogorov–Arnold Activation14
Semisupervised Bacterial Heuristic Feature Selection Algorithm for High‐Dimensional Classification with Missing Labels14
An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem14
Medical Image Fusion Using Unified Image Fusion Convolutional Neural Network14
A Data-Driven Method and Hybrid Deep Learning Model for Flood Risk Prediction14
Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection13
IPCADP‐Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning13
Enhancing Servo Performance of a Two‐Degree‐of‐Freedom Rotary Table Using Intelligent Control Optimized by SSA–GA13
Multiobjective whale optimization algorithm‐based feature selection for intelligent systems13
A simple noniterative method to accurately calculate the centroid of an interval type‐2 fuzzy set13
Real‐Time Frequency Adaptive Tracking Control of the WPT System Based on Apparent Power Detection13
Switched Observer‐Based Event‐Triggered Safety Control for Delayed Networked Control Systems Under Aperiodic Cyber attacks13
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption13
Fine‐Grained Passenger Load Prediction inside Metro Network via Smart Card Data13
Pathological Image Segmentation Method Based on Multiscale and Dual Attention13
Hierarchical feature aggregation network with semantic attention for counting large‐scale crowd13
Interval‐Valued Probabilistic Dual Hesitant Fuzzy Muirhead Mean Aggregation Operators and Their Applications in Regenerative Energy Source Selection13
SCA‐Net: Seasonal Cycle‐Aware Model Emphasizing Global and Local Features for Time Series Forecasting13
Self‐supervised graph learning for occasional group recommendation13
Enhanced Multidimensional Nonlinear Correlation via Phase Reconstruction and Broad Learning for Distributed Fusion Detection of Weak Pulse Signals13
CCUBI: A cross‐chain based premium competition scheme with privacy preservation for usage‐based insurance12
Multiscale Features Integrated Model for Generalizable Deepfake Detection12
Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach12
A Graph Neural Network‐Based Approach With Dynamic Multiqueue Optimization Scheduling (DMQOS) for Efficient Fault Tolerance and Load Balancing in Cloud Computing12
Extrinsic Calibration of Camera and LiDAR Systems With Three‐Dimensional Towered Checkerboards12
Smart City Facility Location Recommendation Algorithm Using Multimedia Data and Improved Generative Adversarial Networks12
Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics12
Predicting Potential Risk: Cerebral Stroke via Regret Minimization12
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Diversifying agent's behaviors in interactive decision models12
Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements12
Complex interval number‐based uncertainty modeling method with its application in decision fusion11
A Target Damage Effectiveness Assessment Mathematical Calculation Method with Uncertain Information Based on an Adaptive Fuzzy Neural Network11
RDAD: A reconstructive and discriminative anomaly detection model based on transformer11
A CNN‐Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework11
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization11
Intelligent Decision‐Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning11
Enhancing Machine Learning Models for Mental Health Classification Through Iterative Training and Text‐Based Augmentation11
Fixed‐Time Stable Gradient Flows for Optimal Adaptive Control of Continuous‐Time Nonlinear Systems11
Adaptive Attention Module for Image Recognition Systems in Autonomous Driving11
Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV11
EWRD: Entropy‐Weighted Low‐Light Image Enhancement via Reverse Diffusion Model11
A Machine Learning‐Based Framework for Accurate and Early Diagnosis of Liver Diseases: A Comprehensive Study on Feature Selection, Data Imbalance, and Algorithmic Performance10
DPSO‐Q: A Reinforcement Learning–Enhanced Swarm Algorithm for Solving the Traveling Salesman Problem10
A smart file‐level continuous data protection scheme based on security baseline10
A Unified Deep Learning Framework for Student Performance Prediction With Multimodal Data in a Blended Learning Environment10
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning10
PVT: Point‐voxel transformer for point cloud learning10
RT‐Unet: An advanced network based on residual network and transformer for medical image segmentation10
Patterns in the Growth and Thematic Evolution of Artificial Intelligence Research: A Study Using Bradford Distribution of Productivity and Path Analysis10
MultiResFF‐Net: Multilevel Residual Block‐Based Lightweight Feature Fused Network With Attention for Gastrointestinal Disease Diagnosis10
Issue Information10
The Road Ahead: Emerging Trends, Unresolved Issues, and Concluding Remarks in Generative AI—A Comprehensive Review10
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An Improved A  Algorithm Based on Simulated Annealing and Multidistance Heuristic Function10
DLLog: An Online Log Parsing Approach for Large-Scale System9
Exploring Internal and External Interactions for Semi‐Structured Multivariate Attributes in Job‐Resume Matching9
Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks9
PF‐ITS: Intelligent traffic service recommendation based on DeepAFM model9
Intelligent Route Planning Recommendation for Electric Bus Transport9
Some Information Measures for Interval‐Valued Hesitant Fuzzy Sets in Multiple Criteria Decision‐Making9
Fuzzy fractional factors in fuzzy graphs9
DDDQN‐TS: A task scheduling and load balancing method based on optimized deep reinforcement learning in heterogeneous computing environment9
UPTDNet: A User Preference Transfer and Drift Network for Cross‐City Next POI Recommendation9
ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network9
DE‐RSTC: A rational secure two‐party computation protocol based on direction entropy9
Consensus‐Driven Multicriteria Group Classification Decision‐Making Method: Dynamic Trust Interaction and Overlapping Communities’ Perspectives9
A Coarse‐to‐Fine 3D LiDAR Localization With Deep Local Features for Long‐Term Robot Navigation in Large Environments9
Posture Risk Assessment and Workload Estimation for Material Handling by Computer Vision9
A Fast Optimal Coordination Method for Multiagent in Complex Environment9
The impact of mobility on physical layer security in 5G uRLLC9
Smoke Detection Algorithm Based on Improved Feature Fusion9
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects8
News Classification and Categorization with Smart Function Sentiment Analysis8
An intelligent system for craniomaxillofacial defecting reconstruction8
Secure approximate pattern matching protocol via Boolean threshold private set intersection8
A Protecting‐Privacy Path Query Supporting Semantic‐Based Multikeyword Search Over Ciphertext Graph Data in Cloud Computing8
Toward Diagnosis of Diseases Using Emerging Technologies: A Comprehensive Survey of the State of the Art in Metaverse8
A Question‐Aware Few‐Shot Text‐to‐SQL Neural Model for Industrial Databases8
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN8
E‐Speech: Development of a Dataset for Speech Emotion Recognition and Analysis8
Beyond backpropagate through time: Efficient model‐based training through time‐splitting8
Matching method based on similarity of working trajectories8
MalFSLDF: A Few‐Shot Learning‐Based Malware Family Detection Framework8
Cryptocurrency Trend Prediction Through Hybrid Deep Transfer Learning8
Explainable Optimized LSTM Model for Sustainable Wind Power Forecasting in Smart Cities8
Fused Weighted Federated Deep Extreme Machine Learning Based on Intelligent Lung Cancer Disease Prediction Model for Healthcare 5.08
A Maturity Model for Practical Explainability in Artificial Intelligence‐Based Applications: Integrating Analysis and Evaluation (MM4XAI‐AE) Models8
A methodology for building interval type‐3 fuzzy systems based on the principle of justifiable granularity8
Issue Information8
Meta‐Explainers: A Unified Ensemble Approach for Multifaceted XAI8
A two‐stage many‐objective evolutionary algorithm with dynamic generalized Pareto dominance8
Observer‐Based Finite‐Time Sliding‐Mode Control of Robotic Manipulator with Flexible Joint Using Partial States8
Object representation enhancement for self‐supervised colocalization7
Constrained Weighted DEA Method Based on Volume Under Surface: A Case Study in Large Industrial Sectors7
Intelligent Management Frameworks for Global Cooperation7
Multidomain Secure Communication and Intelligent Traffic Detection Model in VANETs7
Intelligent federated learning on lattice‐based efficient heterogeneous signcryption7
Efficient Based on Improved Random Forest Defense System Against Application‐Layer DDoS Attacks7
A Model‐Free Feature Selection Technique of Feature Screening and Random Forest‐Based Recursive Feature Elimination7
Predictive Analysis of Early Thyroid Disorders Using Integration of Data Mining and Ensemble Intelligence Approaches7
Wildfire Smoke Detection System: Model Architecture, Training Mechanism, and Dataset7
ViT‐AMD: A New Deep Learning Model for Age‐Related Macular Degeneration Diagnosis From Fundus Images7
Semisupervised Medical Image Segmentation through Prototype-Based Mutual Consistency Learning7
Exploring Kolmogorov–Arnold Networks for Interpretable Time Series Classification7
Metaheuristics in the Balance: A Survey on Memory‐Saving Approaches for Platforms with Seriously Limited Resources7
HFENet: A lightweight hand‐crafted feature enhanced CNN for ceramic tile surface defect detection7
Privacy‐Preserving Image Retrieval Based on Disordered Local Histograms and Vision Transformer in Cloud Computing7
Comprehensive Network Analysis of Lung Cancer Biomarkers Identifying Key Genes Through RNA‐Seq Data and PPI Networks7
Tasks‐Embedded Reparameterization: A Novel Framework for Task‐Specific Transfer Enhancement With Multitask Prompt Learning7
Semi‐White‐Box Strategy: Enhancing Data Efficiency and Interpretability of Convolutional Neural Networks in Image Processing7
Adaptive‐Neuro‐Learning Tracking Control for the Permanent Magnet Synchronous Motor with Full‐State Prescribed Performances and Time Delays7
An Enhanced Approach for Predicting Breast Cancer Using Different Deep Learning Algorithms and Explainable AI Techniques in an IoT Environment7
Improving the Landslide Susceptibility Prediction Accuracy by Using Genetic Algorithm Optimized Machine Learning Approach7
Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings7
A data variability index: Quantifying complexity of models and analyzing adversarial data7
Digital Twin‐Enabled Delay Diagnosis Traceability and Propagation Process for Airport Flight Ground Service7
An Improved Hybrid Tabu Search and Genetic Algorithm for Proactive Scheduling of Mixed‐Flow Assembly Line Under Degradation Effects7
Real‐Time and Automatic System for Performance Evaluation of Karate Skills Using Motion Capture Sensors and Continuous Wavelet Transform6
An artistic analysis model based on sequence cartoon images for scratch6
Deep sparse autoencoder integrated with three‐stage framework for glaucoma diagnosis6
Design of Adaptive Periodic Event‐Triggered Mechanism‐Based EID with MRC Based on PSO Algorithm for T‐S Fuzzy Systems6
Machine Learning Meets Encrypted Search: The Impact and Efficiency of OMKSA in Data Security6
An Efficient Secure Sharing of Electronic Health Records Using IoT-Based Hyperledger Blockchain6
Front Cover: International Journal of Intelligent Systems, Volume 37 Issue 8 August 20226
A medical question answering system using large language models and knowledge graphs6
Physics-Informed Neural Networks for Solving High-Index Differential-Algebraic Equation Systems Based on Radau Methods6
Deep Learning with Graph Convolutional Networks: An Overview and Latest Applications in Computational Intelligence6
Virtual Machine Replica Placement Using a Multiobjective Genetic Algorithm6
A blockchain‐enabled learning model based on distributed deep learning architecture6
Outsourcing multiauthority access control revocation and computations over medical data to mobile cloud6
Research on the Digital Twin Polder Area System Driven by Integrating the Xin’anjiang Model and the N‐BEATS Model6
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