| 2026 | CSEDU | A Clustering Approach to Understanding Socio-Educational Factors in Romania's Baccalaureate Results. | Olimpia Bozdog, Andrei Boicu, Bogdan Nicoara, Carmen Costin, Adriana Mihaela Coroiu, Ioan-Daniel Pop |
| 2026 | ENASE | Automated Glacier Change Monitoring in Greenland Using Random Forest and SVM Classification of Landsat Imagery on Google Earth Engine. | Andrei Varan, Ioan-Daniel Pop, Adriana Mihaela Coroiu |
| 2026 | ICAART | Integrated AI Approaches for Forest Fire Prediction: A Comparative Study of Regression and Deep Learning Models. | Ioan-Daniel Pop, Andrei Varan, Adriana Mihaela Coroiu |
| 2025 | CSEDU | Upgrading MatematiX: A Modern Approach to Learning Geometry for Middle School Students. | Daniela Popita, Adriana Mihaela Coroiu |
| 2025 | CSEDU | Insightful Mental Health Tool for Students. | Amalia Maria Postolache, Ioan-Daniel Pop, Adriana Mihaela Coroiu |
| 2025 | ENASE | Analyzing Deforestation Dynamics in Romania Using Random Forest Algorithm and Google Earth Engine. | Andrei Varan, Adriana Mihaela Coroiu, Liviu-Mihai Iacob |
| 2025 | ENASE | Medical Chatbot for Disease Prediction Using Machine Learning and Symptom Analysis. | Oltean Anisia Veronica, Ioan-Daniel Pop, Adriana Mihaela Coroiu |
| 2025 | KES | A Text Classification Approach to Enhancing Cyber Threat Detection. | Matei-Vasile Caplnas, Adriana Mihaela Coroiu |
| 2025 | KES | Smart Zoning for Enhanced Urban Safety: Crime Risk Assessment Using Unsupervised Learning. | Sabina-Petruta Muresan, Matei-Vasile Caplnas, Adriana Mihaela Coroiu |
| 2024 | CSEDU | Advancing Educational Analytics Using Machine Learning in Romanian Middle School Data. | Ioan-Daniel Pop, Adriana Mihaela Coroiu |
| 2024 | CSEDU | Interactive Math Explorations Using the Game-Based Application MatematiX. | Daniela Popita, Adriana Mihaela Coroiu |
| 2024 | ICAART | Automatic Detection and Classification of Atmospherical Fronts. | Andreea Alina Ploscar, Anca Ioana Muscalagiu, Eduard Timotei Pauliuc, Adriana Mihaela Coroiu |
| 2024 | ICANN | Meteorological Data Based Detection of Stroke Using Machine Learning Techniques. | Anastasia-Daria Marc, Andreea Alina Ploscar, Adriana Mihaela Coroiu |
| 2024 | KES | Image Classification by light pollution levels. | Alexandra Murariu, Adriana Mihaela Coroiu |
| 2024 | KES | Improving Transparency in Romanian Public Procurement: Machine Learning to Classify Bidders and Validate Decisions. | Iasmina Oana Silaschi, Ioan-Daniel Pop, Adriana Mihaela Coroiu |
| 2024 | KES | Predicting Health Outcomes using Weather Data: A Dual Machine Learning Approach. | Samuel G. V. Zirbo, Bernadett S. Hoszu, Laura S. Diosan, Adriana Mihaela Coroiu, Adina E. Croitoru |
| 2023 | CSEDU | Crypto Advisor: A Web Application for Spotting Cross-Exchange Cryptocurrency Arbitrage Opportunities. | Robert-Christian Oanta, Adriana Mihaela Coroiu |
| 2023 | SYNASC | Overview of Machine Learning Methods for Stroke Detection using Weather Data. | Andreea Alina Ploscar, Anastasia-Daria Marc, Cristina Caterina Aldea, Adriana Mihaela Coroiu |
| 2022 | CSEDU | Collaborative Transdisciplinary Educational Approaches in AI. | Adriana Mihaela Coroiu, Alina Delia Calin, Horea-Bogdan Muresan |
| 2020 | SOFTCOM | Detecting Leaf Plant Diseases Using Deep Learning: A Review. | Horea-Bogdan Muresan, Adriana Mihaela Coroiu, Alina Delia Calin |
| 2019 | SOFTCOM | Topic Modeling in Medical Data Analysis. Case Study Based on Medical Records Analysis. | Adriana Mihaela Coroiu, Alina Delia Calin, Maria Nutu |
| 2018 | ICANN | Communication Style - An Analysis from the Perspective of Automated Learning. | Adriana Mihaela Coroiu, Alina Delia Calin, Maria Nutu |
| 2018 | SOFA | Feedback Seminar Analysis - An Introductory Approach from an Intelligent Perspective. | Adriana Mihaela Coroiu, Alina Delia Calin |
| 2017 | SYNASC | Outliers Detection in Analysis of Cognitive Emotion Regulation Questionnaire for Teenagers. | Adriana Mihaela Coroiu |
| 2016 | SOFA | Model Evaluation as Approach to Predict a Diagnosis. | Adriana Mihaela Coroiu |