Zoran Obradovic

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 119

Top Venues

Publications

Rashid Baembitov, Mladen Kezunovic, Daniel Saranovic, Zoran Obradovic
Sensitivity Analysis of Machine Learning Algorithms for Outage Risk Prediction. HICSS (2024)
Jumanah Alshehri, Martin Pavlovski, Eduard C. Dragut, Zoran Obradovic
Aligning Comments to News Articles on a Budget. IEEE Access 11 (2023)
Hussain Otudi, Taif Mohamed, Mladen Kezunovic, Yi Hu, Zoran Obradovic
Training Machine Learning Models with Simulated Data for Improved Line Fault Events Classification From 3-Phase PMU Field Recordings. HICSS (2023)
Mohammad Alqudah, Zoran Obradovic
Enhancing Weather-Related Outage Prediction and Precursor Discovery Through Attention-Based Multi-Level Modeling. IEEE Access 11 (2023)
Marija Stanojevic, Jovan Andjelkovic, Adrienne Kasprowicz, Louise A. Huuki, Jennifer Chao, S. Blair Hedges, Sudhir Kumar, Zoran Obradovic
Discovering research articles containing evolutionary timetrees by machine learning. Bioinform. 39 (1) (2023)
Athanasia Polychronopoulou, Jumanah Alshehri, Zoran Obradovic
Quantum-inspired measures of network distinguishability. Soc. Netw. Anal. Min. 13 (1) (2023)
Rafaa Aljurbua, Jumanah Alshehri, Abdulrahman Alharbi, William Power, Zoran Obradovic
Social Media Sensors for Weather-Caused Outage Prediction Based on Spatio-Temporal Multiplex Network Representation. IEEE Access 11 (2023)
Mohammad Alqudah, Mladen Kezunovic, Zoran Obradovic
Automated Power System Fault Prediction and Precursor Discovery Using Multi-Modal Data. IEEE Access 11 (2023)
Ameen Abdel Hai, Mark G. Weiner, Alice Livshits, Jeremiah R. Brown, Anuradha Paranjape, Zoran Obradovic, Daniel J. Rubin
Spatial Knowledge Transfer with Deep Adaptation Network for Predicting Hospital Readmission. AIME (2023)
Rashid Baembitov, Mladen Kezunovic, Keith A. Brewster, Zoran Obradovic
Incorporating Wind Modeling Into Electric Grid Outage Risk Prediction and Mitigation Solution. IEEE Access 11 (2023)
Xiaoyang Li, Martin Pavlovski, Fang Zhou, Qiwen Dong, Weining Qian, Zoran Obradovic
Supervised Multi-view Latent Space Learning by Jointly Preserving Similarities Across Views and Samples. DASFAA (2) (2022)
Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic
On Label Quality in Class Imbalance Setting -A Case Study. ICMLA (2022)
Chen Shen, Chao Han, Lihong He, Arjun Mukherjee, Zoran Obradovic, Eduard C. Dragut
Session-based News Recommendation from Temporal User Commenting Dynamics. ASONAM (2022)
Hussain Otudi, Tatjana Dokic, Taif Mohamed, Mladen Kezunovic, Yi Hu, Zoran Obradovic
Line Faults Classification Using Machine Learning on Three Phase Voltages Extracted from Large Dataset of PMU Measurements. HICSS (2022)
Zoran Obradovic
Event Detection and Classification in Big IoT Networks from Scarce and Imprecise Labels. IoTBDS (2022)
Ameen Abdel Hai, Taif Mohamed, Martin Pavlovski, Mladen Kezunovic, Zoran Obradovic
Transfer Learning on Phasor Measurement Data from a Power System to Detect Events in Another System. ICMLA (2022)
Tijana Markovic, Vladan Devedzic, Fang Zhou, Zoran Obradovic
Software package for regression algorithms based on Gaussian Conditional Random Fields. ICMLA (2022)
Shoumik Roychoudhury, Fang Zhou, Zoran Obradovic
Leveraging Dependencies among Learned Temporal Subsequences. SDM (2022)
Marija Stanojevic, Lesley A. Norris, Philip C. Kendall, Zoran Obradovic
Predicting anxiety treatment outcomes with machine learning. ICMLA (2022)
Zoran Obradovic
Big Data. Big Data 10 (4) (2022)
Fang Zhou, Suting Gao, Lyu Ni, Martin Pavlovski, Qiwen Dong, Zoran Obradovic, Weining Qian
Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification. Data Min. Knowl. Discov. 36 (5) (2022)
Zoran Obradovic
Event Detection and Classification in Big IoT Networks from Scarce and Imprecise Labels. COMPLEXIS (2022)
Taif Mohamed, Mladen Kezunovic, Zoran Obradovic, Yi Hu, Zheyuan Cheng
Application of Machine Learning to Oscillation Detection using PMU Data based on Prony Analysis. ISGT-Europe (2022)
Jumanah Alshehri, Marija Stanojevic, Parisa Khan, Benjamin Rapp, Eduard C. Dragut, Zoran Obradovic
MultiLayerET: A Unified Representation of Entities and Topics Using Multilayer Graphs. ECML/PKDD (2) (2022)
Ameen Abdel Hai, Mark Weiner, Anuradha Paranjape, Alice Livshits, Jeremiah Brown, Zoran Obradovic, Daniel Rubin
Deep Learning vs Traditional Models for Predicting Hospital Readmission among Patients with Diabetes. AMIA (2022)
Milan Basic, Branko Arsic, Zoran Obradovic
Another estimation of Laplacian spectrum of the Kronecker product of graphs. Inf. Sci. 609 (2022)
Mohammad Alqudah, Tatjana Dokic, Mladen Kezunovic, Zoran Obradovic
Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast. CoRR (2022)
Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic
Stay on Topic, Please: Aligning User Comments to the Content of a News Article. ECIR (1) (2021)
Martin Pavlovski, Mohammad Alqudah, Tatjana Dokic, Ameen Abdel Hai, Mladen Kezunovic, Zoran Obradovic
Hierarchical Convolutional Neural Networks for Event Classification on PMU Measurements. IEEE Trans. Instrum. Meas. 70 (2021)
Daniel Saranovic, Martin Pavlovski, William Power, Ivan Stojkovic, Zoran Obradovic
Interception of automated adversarial drone swarms in partially observed environments. Integr. Comput. Aided Eng. 28 (4) (2021)
Bi Zhao, Akila Katuwawala, Christopher J. Oldfield, A. Keith Dunker, Eshel Faraggi, Jörg Gsponer, Andrzej Kloczkowski, Nawar Malhis, Milot Mirdita, Zoran Obradovic, Johannes Söding, Martin Steinegger, Yaoqi Zhou, Lukasz A. Kurgan
DescribePROT: database of amino acid-level protein structure and function predictions. Nucleic Acids Res. 49 (Database-Issue) (2021)
Athanasia Polychronopoulou, Jumanah Alshehri, Zoran Obradovic
Distinguishability of graphs: a case for quantum-inspired measures. ASONAM (2021)
Athanasia Polychronopoulou, Fang Zhou, Zoran Obradovic
Cosine similarity for multiplex network summarization. ASONAM (2021)
Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic
Stay on Topic, Please: Aligning User Comments to the Content of a News Article. CoRR (2021)
Milan Basic, Branko Arsic, Zoran Obradovic
Another estimation of Laplacian spectrum of the Kronecker product of graphs. CoRR (2021)
Rashid Baembitov, Tatjana Dokic, Mladen Kezunovic, Yi Hu, Zoran Obradovic
Fast Extraction and Characterization of Fundamental Frequency Events from a Large PMU Dataset using Big Data Analytics. HICSS (2021)
Ameen Abdel Hai, Tatjana Dokic, Martin Pavlovski, Taif Mohamed, Daniel Saranovic, Mohammad Alqudah, Mladen Kezunovic, Zoran Obradovic
Transfer Learning for Event Detection From PMU Measurements With Scarce Labels. IEEE Access 9 (2021)
Branimir Ljubic, Ameen Abdel Hai, Marija Stanojevic, Wilson Diaz, Daniel Polimac, Martin Pavlovski, Zoran Obradovic
Predicting complications of diabetes mellitus using advanced machine learning algorithms. J. Am. Medical Informatics Assoc. 27 (9) (2020)
Lihong He, Chao Han, Arjun Mukherjee, Zoran Obradovic, Eduard C. Dragut
On the dynamics of user engagement in news comment media. WIREs Data Mining Knowl. Discov. 10 (1) (2020)
Mohammad Alqudah, Tatjana Djokic, Mladen Kezunovic, Zoran Obradovic
Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast. HICSS (2020)
Branimir Ljubic, Shoumik Roychoudhury, Xi Hang Cao, Martin Pavlovski, Stefan Obradovic, Richard Nair, Lucas Glass, Zoran Obradovic
Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction. Comput. Methods Programs Biomed. 197 (2020)
Quang Pham, Marija Stanojevic, Zoran Obradovic
Extracting Entities and Topics from News and Connecting Criminal Records. CoRR (2020)
William Power, Martin Pavlovski, Daniel Saranovic, Ivan Stojkovic, Zoran Obradovic
Autonomous Navigation for Drone Swarms in GPS-Denied Environments Using Structured Learning. AIAI (2) (2020)
Martin Pavlovski, Jelena Gligorijevic, Ivan Stojkovic, Shubham Agrawal, Shabhareesh Komirishetty, Djordje Gligorijevic, Narayan Bhamidipati, Zoran Obradovic
Time-Aware User Embeddings as a Service. KDD (2020)
Fang Zhou, Avrum Gillespie, Djordje Gligorijevic, Jelena Gligorijevic, Zoran Obradovic
Use of disease embedding technique to predict the risk of progression to end-stage renal disease. J. Biomed. Informatics 105 (2020)
Jelena Gligorijevic, Djordje Gligorijevic, Ivan Stojkovic, Xiao Bai, Amit Goyal, Zoran Obradovic
Deeply supervised model for click-through rate prediction in sponsored search. Data Min. Knowl. Discov. 33 (5) (2019)
Nouf Albarakati, Zoran Obradovic
Multi-domain and multi-view networks model for clustering hospital admissions from the emergency department. Int. J. Data Sci. Anal. 8 (4) (2019)
Marija Stanojevic, Jumanah Alshehri, Zoran Obradovic
Surveying public opinion using label prediction on social media data. ASONAM (2019)
Branimir Ljubic, Djordje Gligorijevic, Jelena Gligorijevic, Martin Pavlovski, Zoran Obradovic
Social network analysis for better understanding of influenza. J. Biomed. Informatics 93 (2019)
Marija Stanojevic, Jumanah Alshehri, Eduard C. Dragut, Zoran Obradovic
Biased News Data Influence on Classifying Social Media Posts. NewsIR@SIGIR (2019)
Zoran Obradovic
Editorial Message. Big Data 7 (3) (2019)
Milan Basic, Branko Arsic, Zoran Obradovic
Further results on structured regression for multi-scale networks. CoRR (2019)
Jelena Gligorijevic, Djordje Gligorijevic, Martin Pavlovski, Elizabeth Milkovits, Lucas Glass, Kevin Grier, Praveen Vankireddy, Zoran Obradovic
Optimizing clinical trials recruitment via deep learning. J. Am. Medical Informatics Assoc. 26 (11) (2019)
Shoumik Roychoudhury, Fang Zhou, Zoran Obradovic
Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification. SDM (2019)
Zoran Obradovic
Editorial Message. Big Data 7 (4) (2019)
Xi Hang Cao, Chao Han, Lucas M. Glass, Allen Kindman, Zoran Obradovic
Time-to-event estimation by re-defining time. J. Biomed. Informatics 100 (2019)
Nima Asadi, Aunshul Rege, Zoran Obradovic
Pattern discovery in intrusion chains and adversarial movement. CyberSA (2019)
Chao Han, Xi Hang Cao, Marija Stanojevic, Mohamed F. Ghalwash, Zoran Obradovic
Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning. SDM (2019)
Tatjana Dokic, Martin Pavlovski, Djordje Gligorijevic, Mladen Kezunovic, Zoran Obradovic
Spatially Aware Ensemble-Based Learning to Predict Weather-Related Outages in Transmission. HICSS (2019)
Martin Pavlovski, Fang Zhou, Nino Arsov, Ljupco Kocarev, Zoran Obradovic
Generalization-Aware Structured Regression towards Balancing Bias and Variance. IJCAI (2018)
Milos Jordanski, Milos D. Radovic, Zarko Milosevic, Nenad Filipovic, Zoran Obradovic
Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Xi Hang Cao, Zoran Obradovic, Kyungnam Kim
A Simple yet Effective Model for Zero-Shot Learning. WACV (2018)
Mladen Kezunovic, Zoran Obradovic, Tatjana Djokic, Shoumik Roychoudhury
Systematic Framework for Integration of Weather Data into Prediction Models for the Electric Grid Outage and Asset Management Applications. HICSS (2018)
Jelena Stojanovic, Djordje Gligorijevic, Zoran Obradovic
Modeling Customer Engagement from Partial Observations. CoRR (2018)
Irini Reljin, Zoran Obradovic, Mirjana B. Popovic, Valeri M. Mladenov
New Methods for Analyzing Complex Biomedical Systems and Signals. Complex. 2018 (2018)
Jelena Gligorijevic, Djordje Gligorijevic, Ivan Stojkovic, Xiao Bai, Amit Goyal, Zoran Obradovic
Deeply Supervised Semantic Model for Click-Through Rate Prediction in Sponsored Search. CoRR (2018)
Nima Asadi, Aunshul Rege, Zoran Obradovic
Analysis of Adversarial Movement Through Characteristics of Graph Topological Ordering. CyberSA (2018)
Djordje Gligorijevic, Jelena Stojanovic, Wayne Satz, Ivan Stojkovic, Kraftin Schreyer, Daniel Del Portal, Zoran Obradovic
Deep Attention Model for Triage of Emergency Department Patients. CoRR (2018)
Zoran Obradovic
Editorial Message. Big Data 6 (3) (2018)
Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic, Zoran Obradovic
Semi-supervised learning for structured regression on partially observed attributed graphs. CoRR (2018)
Lisa Singh, Amol Deshpande, Wenchao Zhou, Arindam Banerjee, Alex J. Bowers, Sorelle A. Friedler, H. V. Jagadish, George Karypis, Zoran Obradovic, Anil Vullikanti, Wangda Zuo
NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets. SIGMOD Rec. 47 (3) (2018)
Vladisav Jelisavcic, Ivan Stojkovic, Veljko Milutinovic, Zoran Obradovic
Fast learning of scale-free networks based on Cholesky factorization. Int. J. Intell. Syst. 33 (6) (2018)
Djordje Gligorijevic, Jelena Stojanovic, Wayne Satz, Ivan Stojkovic, Kraftin Schreyer, Daniel Del Portal, Zoran Obradovic
Deep Attention Model for Triage of Emergency Department Patients. SDM (2018)
Aunshul Rege, Zoran Obradovic, Nima Asadi, Edward Parker, Rohan Pandit, Nicholas Masceri, Brian Singer
Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive Neural Networks. IEEE Intell. Syst. 33 (2) (2018)
Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic
Improving confidence while predicting trends in temporal disease networks. CoRR (2018)
Nima Asadi, Aunshul Rege, Zoran Obradovic
Assessment of Group Dynamics During Cyber Crime Through Temporal Network Topology. SBP-BRiMS (2018)
Djordje Gligorijevic, Jelena Gligorijevic, Aravindan Raghuveer, Mihajlo Grbovic, Zoran Obradovic
Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks. SIGIR (2018)
Xi Hang Cao, Chao Han, Zoran Obradovic
Learning a Dynamic-Based Representation for Multivariate Biomarker Time Series Classifications. ICHI (2018)
Zoran Obradovic
Editorial Message. Big Data 6 (2) (2018)
Ivan Stojkovic, Zoran Obradovic
Predicting Sepsis Biomarker Progression under Therapy. CBMS (2017)
Ivan Stojkovic, Vladisav Jelisavcic, Veljko Milutinovic, Zoran Obradovic
Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization. IJCAI (2017)
Nouf Albarakati, Zoran Obradovic
Disease-Based Clustering of Hospital Admission: Disease Network of Hospital Networks Approach. CBMS (2017)
Milos D. Radovic, Mohamed F. Ghalwash, Nenad Filipovic, Zoran Obradovic
Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. BMC Bioinform. 18 (1) (2017)
Boris Delibasic, Petar Markovic, Pavlos Delias, Zoran Obradovic
Mining Skier Transportation Patterns From Ski Resort Lift Usage Data. IEEE Trans. Hum. Mach. Syst. 47 (3) (2017)
Tijana Vujicic, Jesse Glass, Fang Zhou, Zoran Obradovic
Gaussian conditional random fields extended for directed graphs. Mach. Learn. 106 (9-10) (2017)
Tamiris Trevisan Negri, Fang Zhou, Zoran Obradovic, Adilson Gonzaga
A Robust Descriptor for Color Texture Classification Under Varying Illumination. VISIGRAPP (4: VISAPP) (2017)
Chao Han, Mohamed F. Ghalwash, Zoran Obradovic
Continuous Conditional Dependency Network for Structured Regression. AAAI (2017)
Aunshul Rege, Zoran Obradovic, Nima Asadi, Brian Singer, Nicholas Masceri
A temporal assessment of cyber intrusion chains using multidisciplinary frameworks and methodologies. CyberSA (2017)
Shoumik Roychoudhury, Mohamed F. Ghalwash, Zoran Obradovic
Cost Sensitive Time-Series Classification. ECML/PKDD (2) (2017)
Martin Pavlovski, Fang Zhou, Ivan Stojkovic, Ljupco Kocarev, Zoran Obradovic
Adaptive Skip-Train Structured Regression for Temporal Networks. ECML/PKDD (2) (2017)
Jesse Glass, Zoran Obradovic
Structured Regression on Multiscale Networks. IEEE Intell. Syst. 32 (2) (2017)
Ivan Stojkovic, Mohamed F. Ghalwash, Zoran Obradovic
Ranking Based Multitask Learning of Scoring Functions. ECML/PKDD (2) (2017)
Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic
Modeling Healthcare Quality via Compact Representations of Electronic Health Records. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Ivan Stojkovic, Zoran Obradovic
Sparse Learning of the Disease Severity Score for High-Dimensional Data. Complex. 2017 (2017)
Aunshul Rege, Zoran Obradovic, Nima Asadi, Edward Parker, Nicholas Masceri, Brian Singer, Rohan Pandit
Using a Real-Time Cybersecurity Exercise Case Study to Understand Temporal Characteristics of Cyberattacks. SBP-BRiMS (2017)
Hanghang Tong, Fei Wang, Munmun De Choudhury, Zoran Obradovic
Guest Editorial: Special Issue on Connected Health at Big Data Era (BigChat): A TKDD Special Issue. ACM Trans. Knowl. Discov. Data 10 (4) (2016)
Jelena Stojanovic, Djordje Gligorijevic, Zoran Obradovic
Modeling Customer Engagement from Partial Observations. CIKM (2016)
Tatjana Djokic, Payman Dehghanian, Po-Chen Chen, Mladen Kezunovic, Zenon Medina-Cetina, Jelena Stojanovic, Zoran Obradovic
Risk Assessment of a Transmission Line Insulation Breakdown Due to Lightning and Severe Weather. HICSS (2016)
Xi Hang Cao, Ivan Stojkovic, Zoran Obradovic
A robust data scaling algorithm to improve classification accuracies in biomedical data. BMC Bioinform. 17 (2016)
Athanasia Polychronopoulou, Zoran Obradovic
Structured Regression on Multilayer Networks. SDM (2016)

Zoran Obradovic.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zoran Obradovic