Journal of Artificial Intelligence and Digital Health

Dr. Bita Ghasemkhani is a researcher in artificial intelligence, with a focus on machine learning. She holds a PhD from Dokuz Eylül University, Izmir, Turkey, and has contributed to several high-ranked journals as both an author and reviewer. Her work integrates advanced machine learning techniques to address real-world challenges across industrial and healthcare domains. 

• Artificial Intelligence
• Machine Learning
• Data Mining
• Digital Health
• Healthcare Systems
• Predictive Maintenance
• Industrial Internet of Things

1. Conducts research in Artificial Intelligence, Machine Learning, and IoT
2. Published 20+ research papers, including SCI-indexed journals
3. Presented papers at international conferences
4. Works on predictive maintenance and healthcare AI systems
5. Reviewer for IEEE Access journal
6. Involved in R&D and data science projects

1. High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis-2023
2. Balanced K-Star: An Explainable Machine Learning Method for Internet-of-Things-Enabled Predictive Maintenance in Manufacturing-2023
3. Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings-2022
4. Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities-2024
5. A Novel Hybrid Model (EMD-TI-LSTM) for Enhanced Financial Forecasting with Machine Learning-2024
6. A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT)-2024
7. Logistic Model Tree Forest for Steel Plates Faults Prediction-2023
8. Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal Science-2024
9. Balanced K-Star: An Explainable Machine Learning Method for Internet-of-Things-Enabled Predictive Maintenance in Manufacturing-2023
10. A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)-2024
11. Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident Severity-2025
12. HCAP: Hamming Code with Additional Parity Method for Error Control in Wireless Sensor Networks-2010
13. A Novel Reduced Error Pruning Tree Forest with Time-Based Missing Data Imputation (REPTF-TMDI) for Traffic Flow Prediction-2025
14. Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance-2025
15. Balanced Hoeffding Tree Forest (BHTF): A Novel Multi-Label Classification with Oversampling and Undersampling Techniques for Failure Mode Diagnosis in Predictive Maintenance-2025
16. A New Machine Learning Method for Rainfall Classification: Temporal Random Tree-2025
17. Development of an Intelligent Rasa-Based Conversational Agent for Information Technology Service Desk Automation in Healthcare Panel Management Software-2026
18. Development of a TinyML Model for Predictive Maintenance of Industrial Assets in an IIoT Environment-2026
19. Hybrid Natural Language Processing–Metadata Classification (HNLP-MC) Approach for AI-Driven Categorization of IT Service Desk Tickets-2025
20. An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree with Ordinal Noise Filtering and Feature Selection (RTONF)-2025
21. Predictive Maintenance Using Hoeffding Tree for TinyML Deployment in Industrial Internet of Things Environments-2025
22. Energy-Efficient Error Control Approach for Optimal Pathfinding Using the Floyd Algorithm in Wireless Sensor Networks-2025
23. Predictive Maintenance Using Machine Learning-2025
24. Predictive Maintenance and Failure Management System by Collecting Data from PLC in the Field-2024
25. A Novel Construction Proposal of Error Protection Code for Video Transmission Over Wireless Broadband Networks-2023
26. Quality Control Process Decision Support System Design in Automotive Supply Industry-2022
27. Electronic Development of Tabriz-2014
28. A Novel Dual Concentric Core Photonic Crystal Fiber with Considerably Large Negative Dispersion-2012
29. The Security Role of Biometric Systems in Information-2011
30. A New Method Based on Genetic Algorithm for Clustering and Cluster Head Selection for Wireless Sensor Networks-2010
31. An Overview on Different Reliable Transmission Protocols in Wireless Sensor Networks-2010