OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Intelligent Systems is 36. 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 2022-08-01 to 2026-08-01.)

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