OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Intelligent Systems is 34. 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.)

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
Channel Estimation Algorithm Based on Spatial Direction Acquisition and Dynamic‐Window Expansion in Massive MIMO System	46
PU‐GNN: A Positive‐Unlabeled Learning Method for Polypharmacy Side‐Effects Detection Based on Graph Neural Networks	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
Graph Learning of Semantic Relations (GLSR) for Cooperative Multiagent Reinforcement Learning	40
Dataset Construction and Real‐Time Monitoring for Developing an Intelligent Drowning Warning Algorithm by the CamTra System	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
Uniformity‐Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning	35
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation	35
Continual Learning Inspired by Brain Functionality: A Comprehensive Survey	35
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
Fast Subpixel Motion Estimation Based on Human Visual System	34