Publications

Journal

Aligning Comments to News Articles on a Budget

Alshehri, J., Pavlovski, M., Dragut, E., Obradovic, Z.

IEEE Access

NLP, Online news

Conference

Transfer Learning on Phasor Measurement Data from a Power System to Detect Events in Another System

Hai, A. A., Mohamed, T., Pavlovski, M., Kezunovic, M., Obradovic, Z.

Proc. 21st IEEE International Conference on Machine Learning and Applications (ICMLA)

Power systems

Technical report

Big Data Synchrophasor Monitoring and Analytics for Resiliency Tracking (BDSMART)

Kezunovic, M., Djokic, T., Baembitov, R., Mohamed, T., Obradovic, Z., Hai, A.A., Alqudah, M., Otudi, H., Pavlovski, M., Saranovic, D., Hu, Y.

Final Technical Report for the U.S. Department of Energy

Power systems

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