OOIR: Observatory of International Research

Papers

(The median citation count of Information Technology and Control is 1. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Text Document Clustering Approach by Improved Sine Cosine Algorithm	66
A Graph Convolution Network Based on Improved Density Clustering for Recommendation System	55
A Systematic Review and Meta-Analysis of Eye-Tracking Studies for Consumers’ Visual Attention in Online Shopping	28
Human Detection Algorithm Based on Improved YOLO v4	23
A Novel Risk-Perception Model Based on Blockchain for Supply Chain Finance of China Real Estate	20
Synthetic Data Enhances Mathematical Reasoning of Language Models Based on Artificial Intelligence	18
Dual-Layer Deep Ensemble Techniques for Classifying Heart Disease	17
Unsupervised Anomaly Detection of Industrial Images Based on Dual Generator Reconstruction Networks	16
Automatic Repair of Java Programs with Mixed Granularity and Variable Mapping	16
CSST-Net: Channel Split Spatiotemporal Network for Human Action Recognition	16
Application of Deep Reinforcement Learning for Tracking Control of 3WD Omnidirectional Mobile Robot	15
A Reduced Variable Neighborhood Search Approach to the Heterogeneous Vector Bin Packing Problem	15
Imaging Segmentation of Brain Tumors Based on the Modified U-net Method	15
Adaptive clustering object detection method for UAV images under long-tailed distributions	15
Data Analytics and Reporting API – A Reliable Tool for Data Visualization and Predictive Analysis	14
Alzheimer’s Disease Segmentation and Classification on MRI Brain Images Using Enhanced Expectation Maximization Adaptive Histogram (EEM-AH) and Machine Learning.	14
Fish Catch Sorting and Detection Model Improved Based on YOLOv8 Model	12
Revocable Certificateless Public Key Encryption with Equality Test	12
Optimization of Sewing Equipment Based on Improved Genetic-ant Colony Hybrid Algorithm	12
Security in Medical Image Management Using Ant Colony Optimization	11
Analysis of Cryptography Algorithms Implemented in Android Mobile Application	11
An Efficient Deep Learningbased Intrusion Detection System for Internet of Things Networks with Hybrid Feature Reduction and Data Balancing Techniques	10
C-DRM: Coalesced P-TOPSIS Entropy Technique addressing Uncertainty in Cloud Service Selection	10
A New Multi-stage Secret Sharing Scheme for Hierarchical Access Structure with Existential Quantifier	10
Distributed Iterative Learning Formation control for Nonholonomic Multiple Wheeled Mobile Robots with Channel Noise	10

Relation-Aware Weighted Embedding for Heterogeneous Graphs	9
Weber Global Statistics Tri- Directional Pattern (WGSTriDP): A Texture Feature Descriptor for Image Retrieval	9
YOLOv7-PD: Incorporating DE-ELAN and NWD-CIoU for Advanced Pedestrian Detection Method	9
Lane Line Extraction in Raining Weather Images by Ridge Edge Detection with Improved MSR and Hessian Matrix	8
Personalized Intelligent Recommendation Model Construction Based on Online Learning Behavior Features and CNN	8
FACENet: A Fusion Atrous and Channel Enhancement Network for Remote Sensing Image Instance Segmentation	8
A Two-Step Unsupervised Learning Approach to Diagnose Machine Fault Using Big Data	8
The Regularization and Deconvolution Algorithm Combining Salient Edges and Average Curvature in High-quality Visual Communication	7
Homophobic and Hate Speech Detection Using Multilingual-BERT Model on Turkish Social Media	7
Research on Pedestrian Detection Based on Multimodal Infor-mation Fusion	7
An Aspect-Category-Opinion-Sentiment Quadruple Extraction with Distance Information for Implicit Sentiment Analysis	7
Heart Disease Prognosis Using D-GRU with Logistic Chaos Honey Badger Optimization in IoMT Framework	6
Classification of Medicinal Plant Leaves for Types and Diseases with Hybrid Deep Learning Methods	6
A Hotel Recommender System Based on Multi-Criteria Collaborative Filtering	6
Tri-CLT: Learning Tri-Modal Representations with Contrastive Learning and Transformer for Multimodal Sentiment Recognition	6
Fast and Robust Digital Image Spearman's Rho Correlation for Displacement Measurement	5
Contour Detection by a Dark-Adaptation Model	5
Lane Detection with Deep Learning: Methods and Datasets	5
Robust Incentive Mechanism of Federated Learning for Data Quality Uncertainty	5
RWESA-GNNR: Fusing Random Walk Embedding and Sentiment Analysis for Graph Neural Network Recommendation	5
Multi-strategy Improved Pelican Optimization Algorithm for Mobile Robot Path Planning	5
Adaptive Context-Embedded Hypergraph Convolutional Network for Session-based Recommendation	5
Brightness Compensation for GF-3 SAR Images Based on Cycle-Consistent Adversarial Networks	5
Comparison of Feedback Control Strategies for Operation of Granulation Loops	5
Optical-Flow Based Symmetric Feature Extraction for Facial Expression Recognition	5
A Robust Adaptive Non-Singular Terminal Sliding Mode Control: Application to an Upper-Limb Exoskeleton with Disturbances and Uncertain Dynamics	5
Verification of 3D Electrical Equipment Model Based on Cross-source Point Cloud Registration Using Deep Neural Netwo	5
A Neutrosophic Set Approach on Chest X-rays for Automatic Lung Infection Detection	4
An OBB Detection Algorithm of Maintenance Components Based on YOLOv5-OBB-CR	4
Optimized Deep Learning Model Using Modified Whale’s Optimization Algorithm for EEG Signal Classification	4
Learning Stabilization Control of Quadrotor in Near-Ground Setting Using Reinforcement Learning	4
Parallel Convolutional Neural Networks and Transfer Learning for Classifying Landforms in Satellite Images	4
Browser Selection for Android Smartphones Using Novel Fuzzy Hybrid Multi Criteria Decision Making Technique	4
Robot Path Planning Research Incorporating Improved A* Algorithm and DWA Algorithm	4
Optimizing Parkinson's Disease Diagnosis with Multimodal Data Fusion Techniques	4
LDAB-GPSR: Location PreDiction with Adaptive Beaconing – Greedy Perimeter Stateless Routing Protocol for Mobile Ad Hoc Networks	4
Small Sample Time Series Classification Based on Data Augmentation and Semi-supervised Learning	4
Wire Rope Weak Defect Signal Processing Methods Based on Improved SVD and Phase Space Reconstruction	4
Detecting Outliers in Data Streams Based on Minimum Rare Pattern Mining and Pattern Matching	4
A Neighborhood Based Particle Swarm Optimization with Sine Co-sine Mutation Operator for Feature Selection	4
An Anomaly Detection Approach Based on Bidirectional Temporal Convolutional Network and Multi-Head Attention Mechanism	4
Convolutional-Neural-Network Assisted Segmentation and SVM Classification of Brain Tumor in Clinical MRI Slices	4
MPCM: Multi-modal User Portrait Classification Model Based on Collaborative Learning	4
HybDeepNet: ECG Signal Based Cardiac Arrhythmia Diagnosis Using a Hybrid Deep Learning Model	4
Helmet Detection Based on Context Enhancement Pyramid Under Surveillance Images	3
A Step Toward an Automatic Handwritten Homework Grading System for Mathematics	3
Dual Attention Aware Octave Convolution Network for Early-Stage Alzheimer's Disease Detection	3
Design of Fractional Verhulst Model for Displacement Prediction of Landslide Based on the Optimization of Beetle Antennae Algorithm	3
Recognition of Human Inner Emotion Based on Two-Stage FCA-ReliefF Feature Optimization	3
Improved Feature Representation Using Collaborative Network for Cross-Domain Sentiment Analysis	3

Face Positioned Driver Drowsiness Detection Using Multistage Adaptive 3D Convolutional Neural Network	3
A Survey on Regression-Based Crowd Counting Techniques	3
Optimized Traffic Grooming through modified PSO based Iterative Hungarian algorithm in Optical Networks	3
Energy-Aware and Proactive Host Load Detection in Virtual Machine Consolidation	3
Point Cloud Upsampling Network Incorporating Dynamic Graph Convolution and Multi-Head Attention	3
BERT-based Transfer Learning Model for COVID-19 Sentiment Analysis on Turkish Instagram Comments	3
Ensembling Scale Invariant and Multiresolution Gabor Scores for Palm Vein Identification	3
Data-Fusion Based On Transfer Learning For Plant Disease Recognition	3
An Estimation of Distribution Based Algorithm for Continuous Distributed Constraint Optimization Problems	3
UPSNet: Universal Point Cloud Sampling Network Without Knowing Downstream Tasks	3
Classification for Fruit Fly Images Using Convolutional Neural Networks	3
Accelerated task learning using Q-learning with reduced state space and reward with bootstrapping effect	3
Apply Physical System Model and Computer Algorithm to Identify Osmanthus Fragrans Seed Vigor Based on Hyperspectral Imaging and Convolutional Neural Network	3
Estimation and Recognition Methods of Human Gait Pose based on Computer Vision and Transformer	2
Decision Tree with Pearson Correlation-based Recursive Feature Elimination Model for Attack Detection in IoT Environment	2
Optimization of Speed Reducer Design based on an Enhanced Grey Wolf Optimizer	2
A Novel Approach for Synchronizing of Fractional Order Uncertain Chaotic Systems in the Presence of Unknown Time-Variant Delay and Disturbance	2
Improved Smart Healthcare System of Cloud-Based IoT Framework for the Prediction of Heart Disease	2
Automatic Transliteration of Polish and English Proper Nouns into Lithuanian	2
Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm	2
Optical Flow Estimation Method Based on Bidirectional Consistency Combined Occlusion	2
A Novel Control Method for Unmanned Agricultural Tractors: Composite Back-stepping Sliding Mode Path Tracking	2
Forecasting Secondhand Tanker Price Through Wavelet Neural Networks Based on Adaptive Genetic Algorithm	2
Improved Detection of Malicious Domain Names Using Gradient Boosted Machines and Feature Engineering	2
Performance Analysis of a 2-bit Dual-Mode Uniform Scalar Quantizer for Laplacian Source	2
Jumping Action Recognition for Figure Skating Video in IoT Using Improved Deep Reinforcement Learning	2
Brain Computer Interface Based on Motor Imagery for Mechanical Arm Grasp Control	2
Maximization of WSN Based IoT Systems Lifetime by Minimized Intra-cluster Transmission Distance Clustering Protocol	2
Protest Event Analysis: A New Method Based on Twitter’s User Behaviors	2
Lightweight Deeplearning Method for Multi-vehicle Object Recognition	2
Energy Allocation for Stochastic Event Detection in Rechargeable Sensor Networks	1
Congestion-Preventing Routing and Charging Scheduling Mechanism for Electric Vehicles in Dense Urban Areas	1
YOLOv8-GRW:A YOLOv8-based Algorithm for Road Defect Detection	1
Crop Information Retrieval Framework Based on LDW-Ontology and SNM-BERT Techniques	1
PMF-YOLOv8: Enhanced Ship Detection Model in Remote Sensing Images	1
Image Segmentation Combining Pulse Coupled Neural Network and Adaptive Glowworm Algorithm	1
Deep Learning Methods in Short-Term Traffic Prediction: A Survey	1
Model construction of big data asset management system for digital power grid regulation	1
Human Motion Pattern Recognition Based on Nano-sensor and Deep Learning	1
An Adaptive Fuzzy Neural Network Based On Progressive Gaussian Approximate Filter with Variable Step Size	1
Automated State-Machine-Based Analysis of Hostname Verification in IPsec Implementations	1
Pepper Target Recognition and Detection Based on Improved YOLO v4	1
Particle Swarm Optimization Method Combined with off Policy Reinforcement Learning Algorithm for the Discovery of High Utility Itemset	1
MS-UNet: A Novel Multi-scale U-shaped Network for COVID-19 CT Image Segmentation	1
HybDeepNet: A Hybrid Deep Learning Model for Detecting Cardiac Arrhythmia from ECG Signals	1
GAN-Generated Face Detection Based on Multiple Attention Mechanism and Relational Embedding	1
An Overview of Behavioral Recognition	1
Instability Hazard Effect of Mined-out Areas Near the Mining Site by Fusion InSAR and PSO-BP Rock Mechanical Parameter Inversion	1
Design and Implementation of a Self-Learner Smart Home System Using Machine Learning Algorithms	1
Efficient Guided Grad-CAM Tuned Patch Neural Network for Accurate Anomaly Detection in Full Images	1
Enhanced Two-Stream Bayesian Hyper Parameter Optimized 3D-CNN Inception-v3 Based Drop-ConvLSTM2D Deep Learning Model for Human Action Recognition	1
Big Data Full-Text Search Index Minimization Using Text Summarization	1
Weight Coefficient Based Adaptive Federated Learning for Vehicular Data Transmission	1
Network Coding for Efficient File Transfer in Narrowband Environments	1
Personalized Intelligent Recommendation Model for Educational Games Based on Data Mining	1
Traffic Sign Detection Algorithm Based on Improved Yolox	1
An Efficient Point Cloud Correlation Enhancement RCNN for 3D Object Detection	1
Design of Intelligent Controller for Aero-engine Based on TD3 Algorithm	1
Underwater Object Detection Based on Improved Transformer and Attentional Supervised Fusion	1
Efficient and Accurate Vehicle Localization Based on LiDAR Place Recognition	1
Learning Sliding Policy of Flat Multi-target Objects in Clutter Scenes	1
Quantization of Weights of Neural Networks with Negligible Decreasing of Prediction Accuracy	1
Smartphone-Based Psychological Sensing: A Large-Scale Study on the Impact of Extreme Isolation	1
YOLOv5s-MEE: A YOLOv5-based Algorithm for Abnormal Behavior Detection in Central Control Room	1
Hash Functions and GPU Algorithm of Infinite Grid Method for Contact Search	1
COVID-19 Information Sharing with Blockchain	1
Low Latency Based Convolutional Recurrent Neural Network Model for Speech Command Recognition	1