OOIR: Observatory of International Research

Papers

(The TQCC of Applied Artificial Intelligence is 7. 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
Multimodal Failure Matching Point Based Motion Object Saliency Detection for Unconstrained Videos	137
Physical Domain Reconstruction with Finite Volume Neural Networks	129
Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems	113
An Empirical Job Matching Model based on Expert Human Knowledge: A Mixed-Methods Approach	90
Constructing a Demand-Driven College English Learning Environment in Higher Education Institutions	90
Robust Rumor Detection based on Multi-Defense Model Ensemble	77
Integration of Neural Embeddings and Probabilistic Models in Topic Modeling	76
Intelligent SDN Architecture With Fuzzy Neural Network and Blockchain for Monitoring Critical Events	72
The Vehicle Routing Problem with Fuzzy Payloads considering Fuel Consumption	71
Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging	61
An Evaluation Method of Dental Treatment Quality Combined with Deep Learning and Multi-index Decomposition	60
An Adaptive Distributed Consumer Trust Model for Social Commerce	57
Convolutional Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening for Vietnamese patients	52
Image Logic and Semantics of User Motion Interaction Language Based on Deep Learning	51
Torque Prediction In Deep Hole Drilling: Artificial Neural Networks Versus Nonlinear Regression Model	49
Collaborative Intelligence: A Scoping Review Of Current Applications	47
Meltdown/Tantrum Detection System for Individuals with Autism Spectrum Disorder	47
Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images	46
Analysis of Proposed and Traditional Boosting Algorithm with Standalone Classification Methods for Classifying Gene Expresssion Microarray Data Using a Reject Option	46
A Red Teaming Framework for Securing AI in Maritime Autonomous Systems	45
Utilizing Machine Learning Techniques for Classifying Translated and Non-Translated Corporate Annual Reports	45
A Blockchain-Integrated Federated Learning Approach for Secure Data Sharing and Privacy Protection in Multi-Device Communication	44
A Deep Learning Model with Axial Attention for Radar Echo Extrapolation	41
Estimation of Market Values of Football Players through Artificial Neural Network: A Model Study from the Turkish Super League	36
Artificial Intuition for Automated Decision-Making	34

Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid	33
Analysis of Machine Learning Methods for COVID-19 Detection Using Serum Raman Spectroscopy	32
Optimizing Berth-quay Crane Allocation considering Economic Factors Using Chaotic Quantum SSA	31
A novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images	31
Machine Learning Based Power Estimation for CMOS VLSI Circuits	30
Zero-Knowledge Proof Intelligent Recommendation System to Protect Students’ Data Privacy in the Digital Age	29
End-to-End Convolutional Neural Network Feature Extraction for Remote Sensed Images Classification	28
Exploring an Innovative Moral Education Cultivation Model in Higher Education through Neural Network Perspective: A Preliminary Study	28
Quality Parameter Adaptive Optimization for Spinning Process Using Dynamic Non-Dominated Sorting Algorithm	27
Artificial Intelligence-based Prediction of Diabetes and Prediabetes Using Health Checkup Data in Korea	27
Can Artificial Intelligence Boost Employment in Service Industries? Empirical Analysis Based on China	26
A participatory data-centric approach to AI Ethics by Design	26
Analysis of Mixed English Teaching Model based on Rasch Model and Construction of DE-FAHP-based Comprehensive Weight Quantization Model	26
Toward Prompt-Enhanced Sentiment Analysis with Mutual Describable Information Between Aspects	25
A Hybrid Improved Whale Optimization Algorithm with Support Vector Machine for Short-Term Photovoltaic Power Prediction	24
Enhanced Sub-graph Reconstruction Graph Neural Network for Recommendation	24
Towards Automated Frequency Response Analysis of Power Transformers with Deep Learning	24
Human Activity Detection Events Through Human Eye Reflection using Bystander Analyzer	23
Fractal Neural Network Approach for Analyzing Satellite Images	23
Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals	23
Enhancing Metaphor Recognition of Literary Works in Applied Artificial Intelligence: A Multi-Level Approach with Bi-LSTM and CNN Fusion	22
A study on the evaluation of tokenizer performance in natural language processing	22
Intracerebral Hemorrhage Detection in Computed Tomography Scans Through Cost-Sensitive Machine Learning	22
A Supervised Model of Multivariable Control in Quadruple Tank System	21
An Improved Biogeography-Based Optimization for the Long-Term Carpooling Problem	21
Research on Financial Field Integrating Artificial Intelligence: Application Basis, Case Analysis, and SVR Model-Based Overnight	20
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1	20
The Effect of Defection in Maximizing Group Benefit	19
Construction of Real-time Dynamic Reversible Lane Safety Control Model in Intelligent Vehicle Infrastructure Cooperative System	18
Comparative Study of Human Skin Detection Using Object Detection Based on Transfer Learning	18
Paddy Yield Prediction in Tamilnadu Delta Region Using MLR-LSTM Model	18
GAN-BElectra: Enhanced Multi-class Sentiment Analysis with Limited Labeled Data	17
Trading Strategy of the Cryptocurrency Market Based on Deep Q-Learning Agents	17
Design and Implementation of an Enterprise Credit Risk Assessment Model Based on Improved Fuzzy Neural Network	17
Energy Optimization for Smart Cities Using IoT	17
Artificial Neural Networks for Educational Data Mining in Higher Education: A Systematic Literature Review	16
Intelligent Food Safety: A Prediction Model Based on Attention Mechanism and Reinforcement Learning	16
Intelligent Design Method and System of Tin Spraying Steel Mesh for Complex Combiner	16
Exploring Different Dynamics of Recurrent Neural Network Methods for Stock Market Prediction - A Comparative Study	16
Intelligent Detection and Real-time Monitoring of Engine Oil Aeration Using a Machine Learning Model	16
An online self-adaptive RBF network algorithm based on the Levenberg-Marquardt algorithm	16
Understanding University Students’ Acceptance of ChatGPT: Insights from the UTAUT2 Model	16
Multi-Script Video Caption Localization Based on Visual Rhythms	16
Multi-Step Dynamic Ensemble Selection to Estimate Software Effort	15
Innovative Development Measures of the Chinese Medicine Industry in Industrial Big Data with the Aid of AI in the Context of an Imperfectly Competitive Market Economy	15
Above-ground Biomass Wheat Estimation: Deep Learning with UAV-based RGB Images	15
Multi-Source Domain Adaptation Using Ambient Sensor Data	15
Yield-SpikeSegNet: An Extension of SpikeSegNet Deep-Learning Approach for the Yield Estimation in the Wheat Using Visual Images	15
A Multi-Model Prediction Method for Coal Mine Gas Concentration with Hierarchical Structure	14
Digital Human Intelligent Interaction System Based on Multimodal Pre-training Mode	14

School Wireless Network Classroom Teaching System Based on Artificial Intelligence	14
Privacy Issues, Attacks, Countermeasures and Open Problems in Federated Learning: A Survey	14
Identifying the AI-based solutions proposed for restricting Money Laundering in Financial Sectors: Systematic Mapping	13
Cardiac Diagnosis with Machine Learning: A Paradigm Shift in Cardiac Care	13
Saliency Detection Using a Bio-inspired Spiking Neural Network Driven by Local and Global Saliency	13
Development Of A Vision- based Anti-drone Identification Friend Or Foe Model To Recognize Birds And Drones Using Deep Learning	13
Genetic Folding (GF) Algorithm with Minimal Kernel Operators to Predict Stroke Patients	13
What Drives Financial Sector Development in Africa? Insights from Machine Learning	13
Acceptance of Artificial Intelligence Application in the Post-Covid Era and Its Impact on Faculty Members’ Occupational Well-being and Teaching Self Efficacy: A Path Analysis Using the UTAUT 2 Model	13
Power-Aware Characteristics of Matrix Operations on Multicores	13
A Typical Infrared Background Radiation Prediction Model Based on RF-VMD and Optimized Hybrid Neural Network	13
The use of artificial intelligence and time characteristics in the optimization of the structure of the volumetric percentage detection system independent of the scale value inside the pipe	12
An Adapted Ant Colony Optimization for Feature Selection	12
An Artificial Intelligence Neural Network Predictive Model for Anomaly Detection and Monitoring of Wind Turbines Using SCADA Data	12
Face mask recognition system using MobileNetV2 with optimization function	12
Assessment of Wind Shear Severity in Airport Runway Vicinity using Interpretable TabNet approach and Doppler LiDAR Data	12
Transfer Learning Models for Land Cover and Land Use Classification in Remote Sensing Image	12
Uncertainty of Rules Extracted from Artificial Neural Networks	12
Enhancing Multimodal Emotional Information Extraction in Film and Television through Adaptive Feature Fusion with DenseNe, Transformer, and 3D CNN Models	12
Automatic Classification of Blue and White Porcelain Sherds Based on Data Augmentation and Feature Fusion	12
Research on Multi-side Joint Industrial Parts Inspection Based on Model Fusion	12
Detection of Turkish Sign Language Using Deep Learning and Image Processing Methods	11
A Study on the Countermeasures to Improve the Physical and Mental Health of High-Altitude Migrant College Students by Integrating Artificial Intelligence and Martial Arts Morning Practice	11
Hybrid Secure Cluster-Based Routing Algorithm for Enhanced Security and Efficiency in Mobile Ad Hoc Networks	11
Research on Path Optimization Method for Warehouse Inspection Robot	11
Causal Structure Learning Algorithm Based on Partial Rank Correlation under Additive Noise Model	11
Metadata Enriched Multi-Instance Contrastive Learning for High-Quality Facial Skin Visual Representations	11
VBNet: A Visually-Aware Biomimetic Network for Simulating the Human Eye’s Visual System	11
Label Noise Robust Crowd Counting with Loss Filtering Factor	10
Classification of the Insureds Using Integrated Machine Learning Algorithms: A Comparative Study	10
Business Analytics in Strategic Purchasing: Identifying and Evaluating Similarities in Supplier Documents	10
Pre Synthesis and Post Synthesis Power Estimation of VLSI Circuits Using Machine Learning Approach	10
Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks	10
A Context-Aware Artificial Intelligence-based System to Support Street Crossings For Pedestrians with Visual Impairments	10
Distance Based Korean WordNet(alias. KorLex) Embedding Model	10
Automatic Detection and 3D Reconstruction of Buildings from Historical Maps	10
An algorithmic multiple attribute decision-making context to model uncertainty associated with hospital site selection problem using complex sv-neutrosophic soft information	10
Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST)	10
Pattern-of-Life Activity Recognition In Seismic Data	10
Emulating Heterogeneity of Individuals and Visualizing Its Influence on Ant Swarm Migration	10
Machine Learning Based Method for Deciding Internal Value of Talent	9
Deep Neural Network-Based Temperature Mapping Technique for Heat Sink on Electronic Devices Using Local Thermocouple Sensors	9
Behavior Analysis of the New PSO-CGSA Algorithm in Solving the Combined Economic Emission Dispatch Using Non-parametric Tests	9
Discrete Wavelet Transform Sampling for Image Super Resolution	9
An Automatic Classification Method for Multiple Music Genres by Integrating Emotions and Intelligent Algorithms	9
Constrained Clustering for the Capacitated Vehicle Routing Problem (CC-CVRP)	9
Segmentation of Tuta Absoluta’s Damage on Tomato Plants: A Computer Vision Approach	9
Management Method Evaluation for Innovation and Entrepreneurship in College with Multi-Scale Feature Convolutional Network	9
Joint Dual-Structural Constrained and Non-negative Analysis Representation Learning for Pattern Classification	9
Development and Evaluation of a Novel Investment Decision System in Cryptocurrency Market	9
Design and Application of Intelligent Classroom for English Language and Literature Based on Artificial Intelligence Technology	9
An Intelligent Human Age and Gender Forecasting Framework Using Deep Learning Algorithms	8
Analysis and Research on Intelligent Logistics Data under Internet of Things and Blockchain	8
Deep Recurrent Reinforcement Learning for Intercept Guidance Law under Partial Observability	8
Research on Intermittent Hypoxia Training in Sports Based on Graph Neural Network	8
Rail Steel Health Analysis Based on a Novel Genetic Density-based Clustering Technique and Manifold Representation of Acoustic Emission Signals	8
Bi-Directional CNN-RNN Architecture with Group-Wise Enhancement and Attention Mechanisms for Cryptocurrency Sentiment Analysis	8
Predicting Trip Duration and Distance in Bike-Sharing Systems Using Dynamic Time Warping	8
Intelligent Grouping Method of Science and Technology Projects Based on Data Augmentation and SMOTE	7
Logistic Resource Allocation Based on Multi-Agent Supply Chain Scheduling Using Meta-Heuristic Optimization Algorithms	7
Ergonomic road sign evaluation and multi-criteria sorting based on q -rung orthopair fuzzy information embedded in CRITIC and TOPSIS-Sort	7
Artificial Intelligence to Facilitate the Conceptual Stage of Interior Space Design: Conditional Generative Adversarial Network-Supported Long-Term Care Space Floor Plan Design of Retirement Home Buil	7
A Deep Learning Approach for Classification of Dentinal Tubule Occlusions	7
Distributed Intelligent Model for Privacy and Secrecy in Preschool Education	7
Cyber Battle Management Systems (CBMS) is Considered as Systems of Systems (SoS) and Emergent Behavior is Present, where Viable System Model (VSM) only Controls System Variety	7
A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting	7
Design and Deployment of ML in CRM to Identify Leads	7
Improving Efficiency and Accuracy in English Translation Learning: Investigating a Semantic Analysis Correction Algorithm	7
On Short-term and Long-term Repeated Game Behavior- A Case Study of Oligopolistic Transportation Enterprises with Government Intervention under Fuzzy Environment	7
Application of intelligent analysis based on project management in development decision-making of regional economic development	7
A Generalized and Robust Nonlinear Approach based on Machine Learning for Intrusion Detection	7
Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features	7
Image Adaptive Contrast Enhancement for Low-illumination Lane Lines Based on Improved Retinex and Guided Filter	7
Feature Selection for Supervised Learning and Compression	7
Feature Selection Empowered by Self-Inertia Weight Adaptive Particle Swarm Optimization for Text Classification	7
A Review Helpfulness Modeling Mechanism for Online E-commerce: Multi-Channel CNN End‑to‑End Approach	7
A greenhouse modeling and control using deep neural networks	7
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach	7
Modified Student Psychology Based Optimization Algorithm for Economic Dispatch Problems	7