Publications

2020

[Book Chapter] Stanojevic, M., Alshehri, J., Obradovic, Z. (in press). High Performance Computing for Understanding Natural Language. In Supercomputing: Methodologies and Applications, Editors: Milutinovic, V, Kotlar, M.

Ljubic, B., Abdel Hai, A., Stanojevic, M., Diaz, W., Polimac, D., Pavlovski, M., Obradovic, Z. (in press). Predicting Complications of Diabetes Mellitus Using Advanced Machine Learning Algorithms. Journal of the American Medical Informatics Association [Code]

[Preprint] Tarca, A.L., Pataki, B.A., Romero, R., Sirota, M., Guan, Y., Kutum, R., Gomez-Lopez, N., Done, B., Bhatti, G., Yu, T. and Andreoletti, G., Chaiworapongsa, T., The DREAM Preterm Birth Prediction Challenge Consortium, Hassan, S.S., Hsu, C.D., Aghaeepour, N., Stolovitzky, G., Csabai, I., Costello, J.C. (2020, Jun). Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth. bioRxiv. [PDF][Code of our Solution]

[Preprint] Pham, Q., Stanojevic, M. and Obradovic, Z. (2020, May). Extracting Entities and Topics from News and Connecting Criminal Records. arXiv preprint arXiv:2005.00950. [PDF][Code & Data]

2019

Stanojevic, M., Alshehri, J., Obradovic Z. (2019, August). Surveying public opinion using label prediction on social media data. The 2019 IEEE/ACM International Conf. Social Networks Analysis and Mining (ASONAM 2019), Vancouver, CA, Aug. 2019. [PDF] [Presentation][Code & Data]

Stanojevic, M.*, Alshehri, J.*, Dragut, E., Obradovic, Z. (2019, July). Biased News Data Influence on Classifying Social Media Posts. 3rd International Workshop on Recent Trends in News Information Retrieval (NewsIR 2019), collocated with 42nd International ACM SIGIR Conf. on Research Development in Information retrieval, Paris, July, 2019. [PDF] [Presentation] [Poster][Code & Data]

Han, C., Cao, X. H., Stanojevic, M., Ghalwash, M., & Obradovic, Z. (2019, May). Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning. In Proceedings of the 2019 SIAM International Conference on Data Mining (pp. 360-368). Society for Industrial and Applied Mathematics. [PDF]

2018

[Abstract] Ball, S.*, Stanojevic, M.*, Knighton, C., Campbell, W., Thaung, A., Fisher, A., ... & Obradovic, Z. (2018, November). 2474. Early Feedback From a Pilot of a Cognitive Computing System to Analyze Immunization Data. In Open Forum Infectious Diseases (Vol. 5, No. Suppl 1, p. S741). Oxford University Press. [PDF]

2014

Stanojevic, M.*, Martinez, I. S.*, & Mazur, N.* (2014, November). VIRTUAL INTERNSHIPS PROVIDED IN COLLABORATION AMONG COMPANIES AND UNIVERSITIES-THE FUTURE OF PRACTICAL DEVELOPMENT OF STUDENTS. In INTED2014 Proceedings (pp. 6939-6945). IATED. [PDF]

Campogiani, G.*, Czahajda, R.*, Mazur, N.*, & Stanojevic, M.* (2014, September). Involving students in curriculum development. In SEFI AC 2014. [PDF]

* Equal contribution
** The DREAM Preterm Birth Prediction Challenge Consortium (non-mentioned members alphabeticly ordered): Benan Bardak, Madhuchhanda Bhattacharjee, Michael Blair, Huiyuan Chen, Feng Cheng, Changje Cho, Junseok Choe, Mohit Choudhary, Yang Dai, Ophilia Daniel, Bikram K. Das, Francisco de Abreu e Lima, Anjali Dhall, Işiksu Ekşioğlu, Bogdan N. Gavrilovic, Akshay Gupta, Romeharsh Gupta, Rohan Gurve, Dániel Györffy, Eric D. Hill, Chaur-Dong Hsu, Jinseub Hwang, Yuguang F. Ipsen, Riza Işik, Priyansh Jain, Pratheepa Jeganathan, Sujae Jeong, Chan-Seok Jeong, Anshul Jha, JinZhu Jia, Jaewoo Kang, Hyojin Kang, Gaurang A. Karwande, Harpreet Kaur, Hannah Kim, Keonwoo Kim, Sunkyu Kim, Dohyang Kim, Junseok Kim, Jongtae Kim, Min-Jeong Kim, Amrit Koirala, Adriana N. König, Prachi Kothiya, Vladimir B. Kovacevic, Aleksandra V. Kovacevic, Shiu Kumar, Chandrani Kumari, Christoph F. Kurz, Taeyong Kwon, Thuc D. Le, Kyeongjun Lee, Hyungyu Lee, Dawoon Leem, Shuya Li, Weng Khong Lim, Xinyue Liu, Yunan Luo, Bahattin C. Maram, Suyash Mishram, Yeongeun Nam, Leelavati Narlikar, Thin Nguyen, Zoran Obradovic, Hyeju Oh, Kousuke Onoue, Hyojung Paik, Wenchu Pan, Bogyu Park, Sumeet Patiyal, Jian Peng, Dimitri Perrin, Kaike Ping, Alidivinas Prusokas, Augustinas Prusokas, Peng Qiu, Gajendra P.S. Raghava, Derek Reiman, Renata Retkute, Nay Min Min Thaw Saw, Neelam Sharma, Alok Sharma, Ronesh Sharma, Rahul Siddharthan, Musalula Sinkala, Alex Soupir, Marija Stanojevic, Yufeng Su, Alexander M. Sutherland, András Szilágyi, Mehmet Tan, Nandor G. Than, Buu Truong, Edwin Vans, Fangping Wan, Rohan B.H. Williams, Wendy S.W. Wong, Jeong Woong, Li Xiaomei, Dongchan Yang, Sanghoo Yoon, Dakota York, James Young, Wei Zhu