| D2P2: database of disordered protein predictions ME Oates, P Romero, T Ishida, M Ghalwash, MJ Mizianty, B Xue, ... Nucleic Acids Research 41 (D1), D508-D516, 2012 | 398 | 2012 |
| Minimum redundancy maximum relevance feature selection approach for temporal gene expression data M Radovic, M Ghalwash, N Filipovic, Z Obradovic BMC Bioinformatics 18 (1), 9, 2017 | 115 | 2017 |
| DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease? N Turan*, MF Ghalwash*, S Katari, C Coutifaris, Z Obradovic, C Sapienza BMC Medical Genomics 5 (1), 10, 2012 | 107 | 2012 |
| Early classification of multivariate temporal observations by extraction of interpretable shapelets MF Ghalwash, Z Obradovic BMC bioinformatics 13 (1), 195, 2012 | 88 | 2012 |
| Extraction of Interpretable Multivariate Patterns for Early Diagnostics MF Ghalwash, V Radosavljevic, Z Obradovic Data Mining (ICDM), 2013 IEEE 13th International Conference on, 201-210, 2013 | 80 | 2013 |
| Utilizing Temporal Patterns for Estimating Uncertainty in Interpretable Early Decision Making MF Ghalwash, V Radosavljevic, Z Obradovic Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 50 | 2014 |
| Early classification of multivariate time series using a hybrid HMM/SVM model MF Ghalwash, D Ramljak, Z Obradović 2012 IEEE International Conference on Bioinformatics and Biomedicine, 1-6, 2012 | 36 | 2012 |
| Structured feature selection using coordinate descent optimization M Ghalwash, XH Cao, I Stojkovic, Z Obradovic BMC Bioinformatics 17 (158), 2016 | 25 | 2016 |
| Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster J Glass, M Ghalwash, M Vukicevic, Z Obradovic The Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), 2016 | 21 | 2016 |
| Early diagnosis and its benefits in sepsis blood purification treatment M Ghalwash, V Radosavljevic, Z Obradovic 2013 IEEE International Conference on Healthcare Informatics, 523-528, 2013 | 14 | 2013 |
| Cost Sensitive Time-series Classification S Roychoudhury, M Ghalwash, Z Obradovic The European Conference on Machine Learning & Principles and Practice of …, 2017 | 12 | 2017 |
| Uncertainty analysis in protein disorder prediction MF Ghalwash, AK Dunker, Z Obradović Molecular BioSystems 8 (1), 381-391, 2012 | 11 | 2012 |
| Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats I Stojkovic, M Ghalwash, XH Cao, Z Obradovic Scientific Reports 6, 2016 | 10 | 2016 |
| Patient–specific early classification of multivariate observations MF Ghalwash, D Ramljak, Z Obradović International Journal of Data Mining and Bioinformatics 11 (4), 392-411, 2015 | 8 | 2015 |
| A Data-Driven Model for Optimizing Therapy Duration for Septic Patients M Ghalwash, Z Obradovic Proc. 14th SIAM Intl. Conf. Data Mining, 3rd Workshop on Data Mining for …, 2014 | 8 | 2014 |
| Joint Learning of Representation and Structure for Sparse Regression on Graphs C Han, S Zhang, M Ghalwash, S Vucetic, Z Obradovic Proc. 16th SIAM International Conference of Data Mining (SDM 2016), 2016 | 7 | 2016 |
| False Alarm Suppression in Early Prediction of Cardiac Arrhythmia S Roychoudhury, M Ghalwash, Z Obradovic The 15th IEEE International Conference on BioInformatics and BioEngineering, 2015 | 7 | 2015 |
| Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results M Ghalwash, Y Li, P Zhang, J Hu Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 6 | 2017 |
| Continuous conditional dependency network for structured regression C Han, M Ghalwash, Z Obradovic Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 4 | 2017 |
| Ranking based Multitask Learning of Scoring Functions I Stojkovic, M Ghalwash, Z Obradovic The European Conference on Machine Learning & Principles and Practice of …, 2017 | 4 | 2017 |
Zoran ObradovicData Analytics and Biomedical Informatics Center, Temple UniversityVerified email at temple.edu
