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ORCIDWilliam C. Sleeman IV
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- affiliation: Virginia Commonwealth University, USA
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Journal Articles
- 2024
[j6]William C. Sleeman, Martha Roseberry, Preetam Ghosh, Alberto Cano, Bartosz Krawczyk:
Improved KD-tree based imbalanced big data classification and oversampling for MapReduce platforms. Appl. Intell. 54(23): 12558-12575 (2024)- 2023
- [j5]William C. Sleeman
, Rishabh Kapoor, Preetam Ghosh:
Multimodal Classification: Current Landscape, Taxonomy and Future Directions. ACM Comput. Surv. 55(7): 150:1-150:31 (2023) - 2021
- [j4]Khajamoinuddin Syed, William C. Sleeman IV, Payal Soni, Michael Hagan, Jatinder Palta, Rishabh Kapoor, Preetam Ghosh:
Machine-Learning Models for Multicenter Prostate Cancer Treatment Plans. J. Comput. Biol. 28(2): 166-184 (2021) - [j3]William C. Sleeman IV, Bartosz Krawczyk:
Multi-class imbalanced big data classification on Spark. Knowl. Based Syst. 212: 106598 (2021) - 2020
- [j2]William C. Sleeman IV, Joseph Nalluri, Khajamoinuddin Syed, Preetam Ghosh, Bartosz Krawczyk, Michael Hagan, Jatinder Palta, Rishabh Kapoor:
A Machine Learning method for relabeling arbitrary DICOM structure sets to TG-263 defined labels. J. Biomed. Informatics 109: 103527 (2020) - 2012
- [j1]Mirek Fatyga, Baoshe Zhang, William C. Sleeman:
Designing and Implementing a Computing Framework for Image-Guided Radiation Therapy Research. Comput. Sci. Eng. 14(4): 57-68 (2012)
Conference and Workshop Papers
- 2021
- [c4]Priyankar Bose, William C. Sleeman IV, Khajamoinuddin Syed, Michael Hagan, Jatinder Palta, Rishabh Kapoor, Preetam Ghosh:
Deep neural network models to automate incident triage in the radiation oncology incident learning system. BCB 2021: 51:1-51:10 - 2019
- [c3]William C. Sleeman IV, Bartosz Krawczyk:
Bagging Using Instance-Level Difficulty for Multi-Class Imbalanced Big Data Classification on Spark. IEEE BigData 2019: 2484-2493 - [c2]Khajamoinuddin Syed, William C. Sleeman IV, Joseph Nalluri, Payal Soni, Michael Hagan, Jatinder Palta, Rishabh Kapoor, Preetam Ghosh:
Treatment Practice Analysis of Intermediate or High Risk Localized Prostate Cancer: A Multi-center Study with Veterans Health Administration Data. ICCABS 2019: 134-146 - 2018
- [c1]Joseph Nalluri, Khajamoinuddin Syed, Pratip Rana, Paul Hudgins, Ibrahim Ramadan, William Nieporte, William C. Sleeman IV, Jatinder Palta, Rishabh Kapoor, Preetam Ghosh:
A smart healthcare portal for clinical decision making and precision medicine. ICDCN Workshops 2018: 9:1-9:6
Informal and Other Publications
- 2023
- [i3]William C. Sleeman IV, Rishabh Kapoor, Preetam Ghosh:
Neural Network Architecture for Database Augmentation Using Shared Features. CoRR abs/2302.01374 (2023) - 2021
- [i2]William C. Sleeman IV, Bartosz Krawczyk:
Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions. CoRR abs/2107.11508 (2021) - [i1]William C. Sleeman IV, Rishabh Kapoor, Preetam Ghosh:
Multimodal Classification: Current Landscape, Taxonomy and Future Directions. CoRR abs/2109.09020 (2021)
Coauthor Index
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