Hasan Kurban

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Expectation Maximization

Machine Learning Algorithms

Top Venues

Publications

Ganesh Arkanath, Nishad Gupta, Hasan Kurban, Parichit Sharma, K. R. Madhavan, Elham Khorasani Buxton, Mehmet M. Dalkilic
Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics. BigData (2023)
Parichit Sharma, Hasan Kurban, Mehmet M. Dalkilic
DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization. SoftwareX 17 (2022)
Marcin Malec, Hasan Kurban, Mehmet M. Dalkilic
ccImpute: an accurate and scalable consensus clustering based algorithm to impute dropout events in the single-cell RNA-seq data. BMC Bioinform. 23 (1) (2022)
Kurt Zimmer, Hasan Kurban, Mark Jenne, Logan Keating, Perry Maull, Mehmet M. Dalkilic
Using Data Analytics to Optimize Public Transportation on a College Campus. DSAA (2018)
Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
Using data to build a better EM: EM* for big data. Int. J. Data Sci. Anal. 4 (2) (2017)
Hasan Kurban, Can Kockan, Mark Jenne, Mehmet M. Dalkilic
Improving expectation maximization algorithm over stellar data. IEEE BigData (2017)
Hasan Kurban, Mehmet M. Dalkilic
A novel approach to optimization of iterative machine learning algorithms: Over heap structure. IEEE BigData (2017)
Hasan Kurban, Can Kockan, Mark Jenne, Mehmet M. Dalkilic
Case Study: Clustering Big Stellar Data with EM. BDCAT (2017)
Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
EM*: An EM Algorithm for Big Data. DSAA (2016)
Hussein Mohsen, Hasan Kurban, Kurt Zimmer, Mark Jenne, Mehmet M. Dalkiliç
Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction. BigData Congress (2015)
Hussein Mohsen, Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
A new set of Random Forests with varying dynamic data reduction and voting techniques. DSAA (2014)
Mark Jenne, Owen Boberg, Hasan Kurban, Mehmet M. Dalkilic
Studying the Milky Way Galaxy Using ParaHeap-k. Computer 47 (9) (2014)