Publications

Journal

Dynamic Self-paced Sampling Ensemble for Highly Imbalanced and Class-overlapped Data Classification

Zhou, F., Gao, S., Ni, L., Pavlovski, M., Dong, Q., Obradovic, Z., Qian, W.

Data Mining and Knowledge Discovery

Anomaly detection

Conference

Supervised Multi-view Latent Space Learning by Jointly Preserving Similarities Across Views and Samples

Li, X., Pavlovski, M., Zhou, F., Dong, Q., Qian, W., Obradovic, Z.

International Conference on Database Systems for Advanced Applications (DASFAA)

Core ML

Conference

Peripheral Instance Augmentation for End-to-End Anomaly Detection Using Weighted Adversarial Learning

Zong, W., Zhou, F., Pavlovski, M., Qian, W.

International Conference on Database Systems for Advanced Applications (DASFAA)

Anomaly detection

Preprint

Systematic Review of Supervised Machine Learning Models in Prediction of Medical Conditions

Ljubic, B., Pavlovski, M., Gillespie, A., Rubin, D., Collier, G., Obradovic, Z.

medRxiv preprint arXiv:2112.10746

Healthcare

Journal

Sequential Machine Learning in Prediction of Common Cancers

Andjelkovic, J., Ljubic, B., Hai, A. A., Stanojevic, M., Pavlovski, M., Diaz, W., Obradovic, Z.

Informatics in Medicine Unlocked

Healthcare

Preprint

Learning Semi-Structured Representations of Radiology Reports

Katic, T., Pavlovski, M., Sekulic, D., Vucetic, S.

arXiv preprint arXiv:2112.10746

Healthcare, NLP

Journal

Hierarchical Convolutional Neural Networks for Event Classification on PMU Measurements

Pavlovski, M., Alqudah, M., Dokic, T., Hai, A. A., Kezunovic, M., Obradovic, Z.

IEEE Transactions on Instrumentation and Measurement

Power systems

Journal

Fault Detection Utilizing Convolution Neural Network on Timeseries Synchrophasor Data From Phasor Measurement Units

Alqudah, M. K., Pavlovski, M., Dokic, T., Kezunovic, M., Hu, Y., Obradovic, Z.

IEEE Transactions on Power Systems

Power systems

Journal

Transfer Learning for Event Detection From PMU Measurements With Scarce Labels

Hai, A. A., Dokic, T., Pavlovski, M., Mohamed, T., Saranovic, D., Alqudah, M., Kezunovic, M., Obradovic, Z.

IEEE Access

Power systems

Journal

Genes and Comorbidities of Thyroid Cancer

Ljubic, B., Pavlovski, M., Roychoudhury, S., Van Neste, C., Salhi, A., Essack, M., Bajic, V. B., Obradovic, Z.

Informatics in Medicine Unlocked

Biomedical informatics