OOIR: Observatory of International Research

Papers

(The median citation count of International Journal on Artificial Intelligence Tools 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 2021-08-01 to 2025-08-01.)

Article	Citations
Resolving Charging Station Placement Issues for Electric Vehicles: Hybrid Optimization-Assisted Multi-Objective Framework	43
Efficient Prediction of Seasonal Infectious Diseases Using Hybrid Machine Learning Algorithms with Feature Selection Techniques	31
Top-k Learned Clauses for Modern SAT Solvers	28
GA-RISE: Posthoc Model Agnostic Explanations of Black-Box Classifiers Using Genetic Algorithm-Based Optimized Masks — A Case Study on Chest X-ray Images	25
An Efficient Method for Video Object Detection in Automatic Scoring of Physical Experimental Operations	25
Wearable Device Based on IoT in the Healthcare System for Disease Detection and Symptom Recognition	23
Intelligent Cloud-oriented Business Management Resource Allocation Strategy	22
Ultrasound Image Segmentation and Classification of Benign and Malignant Thyroid Nodules on the Basis of Deep Learning	22
VR-based Preschool Education Live Demonstration Application Research in Smart City	22
FREEDOM: Effective Surveillance and Investigation of Water-borne Diseases from Data-centric Networking Using Machine Learning Techniques	18
Trust and Energy-aware Multipath Selection in MANET for Ensuring Quality-of-service Using the Optimization Protocol	17
Responsive Mixed-initiative System for Reoptimization of Mixed-integer Programming	16
Learning Student Intents and Named Entities in the Education Domain	16
Machine Learning Methods for Automatic Gender Detection	15
Leveraging Multi-Modal Generative Adversarial Networks (GANs) for Synthetic Crime Data Simulation	14
Unexpectedness as a Measure of Semantic Learning When Training Transformer Models	14
Partial Label Dimensional Reduction via Semantic Difference Information and Manifold Regularization	13
Psychological Perceptual Analysis Based on Dance Therapy Using Artificial Intelligence Techniques	12
Neural Network-based Tool for Survivability Assessment of K-variant Systems	11
Denoising Convolutional Autoencoder Based Approach for Disordered Speech Recognition	11
Author Index Volume 33 (2024)	9
Enhancing Constraint Acquisition Through Hybrid Learning: An Integration of Passive and Active Learning Strategies	9
A Federated Graph-Based Multimodal AI Framework for Privacy-Preserving and Explainable Osteoporosis Detection	9
Efficient Online Big Data Stream Clustering Using Dual Interactive Wasserstein Generative Adversarial Network	8
Legal Text Mining and Analysis Based on Artificial Intelligence	8

Toward a Hybrid Approach Combining Deep Learning and Case-Based Reasoning for Phishing Email Detection	7
Automated Early Detection of Astrocytomas Tumor Based on Optimized Adaptive Cluster with Super Pixel Model	7
Financial Time Series Forecasting: A Combinatorial Forecasting Model Based on STOA Optimizing VMD	7
Novel Sparse Feature Regression Method for Traffic Forecasting	7
Intelligent Optimization Algorithm for Support Vector Machine: Research and Analysis of Prediction Ability	6
A Hybrid Attention-based Deep Model for Lung Cancer Subtype Classification from Multimodality Images	6
An Effective Depression Diagnostic System Using Speech Signal Analysis Through Deep Learning Methods	6
Breast Masses Segmentation: A Framework of Skip Dilated Semantic Network and Machine Learning	6
Intrusion Detection Using Bat Optimization Algorithm and DenseNet for IoT and Cloud Based Systems	6
RetU-Net: An Enhanced U-Net Architecture for Retinal Lesion Segmentation	5
Deep Learning with Game Theory Assisted Vertical Handover Optimization in a Heterogeneous Network	5
Deep Understanding of Technical Documents: An Enhancement on Diagrams Understanding	5
Edge AI-Driven System for Silkworm Pupae Gender Classification and Process Control	5
Brain-computer Interaction Enabled AAC for Visual Interactive Paradigm	5
Economic Data Forecasting Through Interval Data Analysis	5
A Study on Chinese-English Machine Translation Based on Migration Learning and Neural Networks	5
Multimodal Biometrics Authentication in Healthcare Using Improved Convolution Deep Learning Model	5
Deep Learning-based Mental Health Monitoring Scheme for College Students Using Convolutional Neural Network	5
Outlier Detection Using a GPU-Based Parallel Algorithm: Quantum Clustering	5
Fuzzy Control Based Stage Phobia Analysis System for Vocal Performers	5
Exploiting Social Networks as a Live Mass Media Channel During Disasters for Reactions	5
An Enhanced Spotted Hyena Optimization Algorithm and its Application to Engineering Design Scenario	5
Fraud Detection Using Large-scale Imbalance Dataset	5
Deep Neural Network-based Approach to Identifying Road Lanes	4
Scientific Traveling through IJAIT’s 30 Years	4
Editorial: Special Issue on Reliable Machine Learning and Optimization	4
Smart Educational Learning Strategy with the Internet of Things in Higher Education System	4
The Dead-reckoning Navigation Guidance Law Based on Neural Network Collaborative Forecasting	4
Vision and Audio-based Methods for First Impression Recognition Using Machine Learning Algorithms: A Review	4
Rolling Bearing Fault Detection Using Domain Adaptation-Based Anomaly Detection	4
Extracting Pseudocode from Digital Block Diagram in Technical Documents	4
Keyboard Layout Optimization and Adaptation	4
Underwater Target Tracking in Radar Images Using Exponential Competitive Swarm-based Deep Neuro Fuzzy Network	4
Text Document Clustering Using Modified Particle Swarm Optimization with k-means Model	4
Abax: Extracting Mathematical Formulas from Chart Images Using Spatial Pixel Information	4
A Deep Stacked Ensemble Model for Microarray Data Classification with Boosted Meta Classifier	4
On Bounding the Behavior of Neurons	4
Summary Augmenter: A Text Augmentation Framework to Improve Summarization Quality	3
Pinakas: A Methodology for Deep Analysis of Tables in Technical Documents	3
Editorial: Special Issue on Heterogeneous Domain Adaptation Learning and its Applications in Intelligent System	3
Beyond ROUGE: A Comprehensive Evaluation Metric for Abstractive Summarization Leveraging Similarity, Entailment, and Acceptability	3
Unlocking Seamless Gesture-Based Interfaces: Hand Gesture Recognition with 3DCNN and LSTM	3
Predictive Learning Methods to Price European Options Using Ensemble Model and Multi-asset Data	3
Deep Learning and TextBlob Based Sentiment Analysis for Coronavirus (COVID-19) Using Twitter Data	3
Metrics for Domain Shift Characterization: Comparisons and New Directions	3
Alternative to Buy-and-Hold: Predicting Indices Direction and Improving Returns Using a Novel Hybrid LSTM Model	3
A Deep Learning-Based Reliable Link Prediction Model for Achieving Traffic-Aware Routing in Mobile Ad-hoc Networks	3
Double-inputs Illumination Pattern Recognizing Model with Automatic Shadow Detection Network in a Single Face Image	3
A RERNN-SGO Technique for Improved Quasi-Z-Source Cascaded Multilevel Inverter Topology for Interfacing Three Phase Grid-Tie Photovoltaic System	3
A Novel Hybrid Optimization-based Backstepping Fractional Order Sliding Mode Proportional-integral-derivative Controller for Nonlinear Biological System	3

Editorial: Recognizing Professor Ioannis Hatziligeroudis Contributions to IJAIT	3
PAC-UNet: Parallel Dual Self-Attention with Convolution for Meniscal MRI Image Segmentation	3
Computational Argumentation for Medical Device Regulatory Classification	2
Prediction of Incident Solar Radiation Using a Hybrid Kernel Based Extreme Learning Machine	2
Editorial: Recognizing Professor and Asia University President Jeffrey P. Tsai’s Contributions to IJAIT	2
Automatic Translation of Medical Information Based on Text Feature Recognition	2
Metaheuristic Algorithms in Optimal Power Flow Analysis: A Qualitative Systematic Review	2
Letter from the Founder of IJAIT on 30th Anniversary	2
Development of Optimal Hyperparameter Tuning-Cycle GAN for Photo-realistic Face Age Progression Model	2
An Ensemble Model for Data Imputation to Support Pervasive Applications	2
Intelligent Analysis and Positioning of Political Public Opinion in Universities	2
Advanced Machine Learning Techniques for Detecting Irregularities in Skin Lesion Borders: Enhancing Early Skin Cancer Detection	2
An Adaptive Learning Environment for Programming Based on Fuzzy Logic and Machine Learning	2
Hybrid Classifier for Crowd Anomaly Detection with Bernoulli Map Evaluation	2
Analysis of Ensemble Classification of Twitter Sentiments Using New Dependency Tree Based Approach	2
Mental Health Diagnosis: A Case for Explainable Artificial Intelligence	2
Classification of Visually Evoked Potential EEG Using Hybrid Anchoring-based Particle Swarm Optimized Scaled Conjugate Gradient Multi-Layer Perceptron Classifier	2
Assessing and Addressing Model Trustworthiness Trade-offs in Trauma Triage	2
Towards Algorithms for Argumentation Frameworks with Higher-order Attacks	2
Winners of Nikolaos Bourbakis Award for 2023	2
An Information Extraction and Thorough Understanding Method for Test-question Graph of Junior High School Physical Mechanical Motion	2
On the Inverse Frequent Itemset Mining Problem for Condensed Representations of Itemsets	2
Annotated OpenAPI Descriptions and Ontology for REST Services	2
Dual Stream Conditional Generative Adversarial Network Fusion for Video Abnormal Behavior Detection	2
Robust Clustering-Based Automated Video Shot Boundary Detection Using Handcrafted and Deep Feature Fusion	2
A Recurrent Stochastic Configuration Network for Dynamic System Modeling and Its Application	2
A Metric Learning-based Image Recognition Method	2
Editorial	2
Differential Evolution Algorithm with Dual Information Guidance	2
Next Flight Prediction for PKX's Frequent Flyers	1
A Median-based Resilient Distributed Optimization Algorithm Against Byzantine Attack	1
Fuzzy Rule-Based Heterogeneous Domain Adaptive: A Case Study of Particle Motion in Flow Field from Simulation to Experiment	1
Intelligent Program Correction and Evaluation System	1
AUTHOR INDEX: Volume 32	1
Improving Hierarchical Short Text Clustering through Dominant Feature Learning	1
An Efficient Deep Learning Mechanism for Predicting Fake News/Reviews in Twitter Data	1
An Intelligent Deep Learning Enabled Marine Fish Species Detection and Classification Model	1
Online Feature Selection Using Sparse Gradient	1
Diagnosing Attention Deficit Hyperactivity Disorder Using Machine Learning Methods on Serious Game-generated Data	1
A Deep Learning Approach to Imputation of Dynamic Pupil Size Data and Prediction of ADHD	1
Effects of Explanation Types on User Satisfaction and Performance in Human-agent Teams	1
Topological Machine Learning for Mixed Numeric and Categorical Data	1
Preprocessing and Artificial Intelligence for Increasing Explainability in Mental Health	1
New AI Techniques for Combinatorial Optimization	1
A Human Body Infrared Image Recognition Approach via DCA-Net Deep Learning Models	1
Traffic Congestion Prediction Using Feature Series LSTM Neural Network and a New Congestion Index	1
Doctors Versus YOLO: Comparison Between YOLO Algorithm, Orthopedic and Traumatology Resident Doctors and General Practitioners on Detection of Proximal Femoral Fractures on X-ray Images with Multi Met	1
Traffic Prediction System Using IoT Cluster Based Evolutionary Under Sampling Approach	1
QHAN: Quantum-inspired Hierarchical Attention Mechanism Network for Question Answering	1
A Local Search Q-learning Based Approach for Multi-period Vehicle Redeployment	1
An Intelligent Traffic Analysis and Prediction System Using Deep Learning Technique	1
Semantic Parsing of English Based on Convolutional Neural Network	1
Deep Learning Approach for Multi-class Semantic Segmentation of UAV Images	1
Higher Order Trust Ranking of LinkedIn Accounts with Iterative Matrix Methods	1
Transfer Learning-based Drowsiness Detection System for Driver Assistance and Classification of Traffic Signs Employing a Deep Convolutional Neural Network	1
Traffic Prediction and Signal Controlling Using Mode-search Optimization Based Deep Long Short Term Memory Classifier	1
An Efficient Variable Neighborhood Search for Generalized Regenerator Location Problems	1
Editorial: Winners of Nikolaos Bourbakis Award for 2024	1
Sleep Staging Method for Imbalanced EEG Data Based on Differential Privacy Federated Learning	1
An Integrated Framework with Deep Learning for Segmentation and Classification of Cancer Disease	1
To Improve the Scalability of an Edge-based Supply Chain Management Framework Utilizing High Priority Access Smart Contract and Blockchain Technology	1
Reviewers of the Special Issue Volume 30 (2021)	1
Incorporating Normalized L1 Penalty and Eigenvalue Constraint for Causal Structure Learning	1
Employment Analysis and Evaluation of Geography Student Majoring Based on Machine Learning	1
Neural Adversarial Attacks with Random Noises	1
Improving McDiarmid Tree Performance for Predicting Heart Disease from Data Streams with Missing and Meaningless Values	1
A Robust LCSE-ResNet for Marine Man-made Target Classification Based on Optical Remote Sensing Imagery	1